OpenFinArena/FinDeepIndicator huggingface dataset:
Question: 2023年08月14日，士兰微的威廉%R是多少？（标准周期14）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: %R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100)
Data:
date,high,low,close
2023-07-26,30.38,30.0,30.14
2023-07-27,30.3,29.82,29.9
2023-07-28,30.36,29.63,30.27
2023-07-31,30.95,30.17,30.63
2023-08-01,30.93,30.4,30.61
2023-08-02,30.69,30.26,30.35
2023-08-03,30.56,30.07,30.45
2023-08-04,30.75,29.91,30.1
2023-08-07,30.08,29.67,29.72
2023-08-08,29.9,29.55,29.65
2023-08-09,29.81,29.48,29.67
2023-08-10,29.92,29.64,29.74
2023-08-11,29.78,29.3,29.31
2023-08-14,29.31,28.01,28.19

Indicator data:
Answer: -93.8776
Question: 中微公司的威廉%R在2020年08月10日为多少？（标准周期14）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: %R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100)
Data:
date,high,low,close
2020-07-22,227.5,207.5,209.55
2020-07-23,214.55,196.81,205.23
2020-07-24,209.0,195.0,199.97
2020-07-27,203.88,185.0,190.45
2020-07-28,194.44,184.0,188.0
2020-07-29,203.0,187.01,200.18
2020-07-30,215.88,204.0,208.14
2020-07-31,221.7,207.26,220.39
2020-08-03,256.8,230.45,249.49
2020-08-04,249.0,225.88,228.77
2020-08-05,243.0,222.99,226.2
2020-08-06,227.6,216.0,220.0
2020-08-07,222.97,204.8,208.21
2020-08-10,226.78,205.36,220.99

Indicator data:
Answer: -49.1896
Question: 对于威廉%R，山东黄金2025年01月22日的值是多少？（标准周期14）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: %R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100)
Data:
date,high,low,close
2025-01-03,24.22,23.3,24.12
2025-01-06,24.43,23.49,24.04
2025-01-07,24.43,23.78,24.41
2025-01-08,24.91,24.22,24.48
2025-01-09,24.6,24.09,24.27
2025-01-10,24.53,23.99,24.19
2025-01-13,24.8,24.0,24.54
2025-01-14,24.61,24.12,24.51
2025-01-15,24.48,23.71,24.12
2025-01-16,24.61,24.29,24.42
2025-01-17,24.69,24.3,24.31
2025-01-20,24.32,23.71,23.96
2025-01-21,23.99,23.62,23.84
2025-01-22,25.1,23.93,24.99

Indicator data:
Answer: -6.1111
Question: 计算华润三九2021年01月29日的威廉%R的值。（标准周期14）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: %R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100)
Data:
date,high,low,close
2021-01-12,26.37,25.79,26.01
2021-01-13,26.57,25.97,26.28
2021-01-14,26.52,25.94,26.2
2021-01-15,26.15,25.61,25.68
2021-01-18,26.08,25.66,25.91
2021-01-19,26.07,25.76,25.94
2021-01-20,26.3,25.81,26.11
2021-01-21,26.25,25.89,26.04
2021-01-22,26.42,25.85,26.34
2021-01-25,26.96,26.43,26.61
2021-01-26,26.6,26.3,26.5
2021-01-27,26.5,25.96,26.11
2021-01-28,26.08,25.02,25.12
2021-01-29,25.32,24.65,24.81

Indicator data:
Answer: -93.0736
Question: 中联重科2024年12月31日的布林带%B的值是？（标准版：周期20，乘数2，用总体标准差）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: Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2024-12-04,6.97
2024-12-05,7.06
2024-12-06,7.03
2024-12-09,6.99
2024-12-10,7.16
2024-12-11,7.18
2024-12-12,7.24
2024-12-13,7.09
2024-12-16,6.99
2024-12-17,7.01
2024-12-18,6.99
2024-12-19,7.01
2024-12-20,6.91
2024-12-23,7.08
2024-12-24,7.24
2024-12-25,7.19
2024-12-26,7.21
2024-12-27,7.07
2024-12-30,7.17
2024-12-31,7.23

Indicator data:
Answer: 0.8449
Question: 2021年12月20日，中国巨石的布林带%B是多少？（标准版：周期20，乘数2，用总体标准差）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: Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2021-11-23,17.0
2021-11-24,16.86
2021-11-25,17.2
2021-11-26,17.17
2021-11-29,17.0
2021-11-30,17.5
2021-12-01,17.7
2021-12-02,17.78
2021-12-03,17.76
2021-12-06,17.65
2021-12-07,17.88
2021-12-08,17.81
2021-12-09,17.82
2021-12-10,17.4
2021-12-13,18.14
2021-12-14,18.01
2021-12-15,17.74
2021-12-16,17.84
2021-12-17,17.51
2021-12-20,16.87

Indicator data:
Answer: 0.0646
Question: 盛美上海的布林带%B在2023年11月23日为多少？（标准版：周期20，乘数2，用总体标准差）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: Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2023-10-27,123.08
2023-10-30,120.5
2023-10-31,120.5
2023-11-01,117.99
2023-11-02,116.3
2023-11-03,117.6
2023-11-06,116.38
2023-11-07,116.23
2023-11-08,118.23
2023-11-09,114.19
2023-11-10,113.2
2023-11-13,115.36
2023-11-14,118.88
2023-11-15,117.39
2023-11-16,113.93
2023-11-17,114.81
2023-11-20,113.95
2023-11-21,112.62
2023-11-22,109.3
2023-11-23,111.15

Indicator data:
Answer: 0.1231
Question: 对于布林带%B，兆易创新2020年04月22日的值是多少？（标准版：周期20，乘数2，用总体标准差）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: Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2020-03-25,251.3
2020-03-26,246.3
2020-03-27,250.07
2020-03-30,252.59
2020-03-31,242.01
2020-04-01,242.29
2020-04-02,266.52
2020-04-03,257.78
2020-04-07,264.5
2020-04-08,268.65
2020-04-09,262.15
2020-04-10,246.93
2020-04-13,236.2
2020-04-14,245.32
2020-04-15,255.13
2020-04-16,258.05
2020-04-17,269.0
2020-04-20,267.1
2020-04-21,257.02
2020-04-22,255.99

Indicator data:
Answer: 0.5329
Question: 计算贵州茅台2023年11月07日的布林带%B的值。（标准版：周期20，乘数2，用总体标准差）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: Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2023-10-11,1778.5
2023-10-12,1786.0
2023-10-13,1751.0
2023-10-16,1729.9
2023-10-17,1726.0
2023-10-18,1728.0
2023-10-19,1630.0
2023-10-20,1645.0
2023-10-23,1643.98
2023-10-24,1642.95
2023-10-25,1677.5
2023-10-26,1672.23
2023-10-27,1676.71
2023-10-30,1681.0
2023-10-31,1684.58
2023-11-01,1780.99
2023-11-02,1779.5
2023-11-03,1811.24
2023-11-06,1812.0
2023-11-07,1791.17

Indicator data:
Answer: 0.7903
Question: 山金国际2022年09月28日的平均真实波幅的值是？（标准版：周期14）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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)
Data:
date,high,low,close
2022-09-07,11.84,11.56,11.74
2022-09-08,12.9,11.77,12.69
2022-09-09,12.88,12.38,12.75
2022-09-13,13.54,12.86,13.23
2022-09-14,13.28,12.66,13.18
2022-09-15,13.13,12.36,12.56
2022-09-16,12.54,12.21,12.28
2022-09-19,12.47,12.05,12.2
2022-09-20,12.56,11.98,12.41
2022-09-21,13.07,12.19,12.99
2022-09-22,13.38,12.69,13.17
2022-09-23,13.34,12.82,13.05
2022-09-26,12.9,12.34,12.55
2022-09-27,12.6,11.86,12.4
2022-09-28,12.39,11.9,12.05

Indicator data:
Answer: 0.6629
Question: 2025年03月04日，新产业的平均真实波幅是多少？（标准版：周期14）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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)
Data:
date,high,low,close
2025-02-12,63.52,62.24,63.49
2025-02-13,64.2,61.9,61.91
2025-02-14,65.2,61.08,65.0
2025-02-17,66.86,63.3,64.07
2025-02-18,65.16,63.5,64.0
2025-02-19,65.55,63.71,64.58
2025-02-20,66.87,64.15,66.28
2025-02-21,67.13,63.8,64.59
2025-02-24,64.39,62.0,62.2
2025-02-25,62.54,61.5,61.83
2025-02-26,62.83,61.71,62.11
2025-02-27,62.2,60.75,61.79
2025-02-28,62.91,61.11,62.0
2025-03-03,62.16,61.02,61.37
2025-03-04,61.48,60.8,61.19

Indicator data:
Answer: 2.0964
Question: 青岛港的平均真实波幅在2023年05月16日为多少？（标准版：周期14）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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)
Data:
date,high,low,close
2023-04-21,6.82,6.67,6.7
2023-04-24,6.76,6.62,6.7
2023-04-25,6.92,6.67,6.8
2023-04-26,6.82,6.65,6.79
2023-04-27,7.0,6.8,6.87
2023-04-28,7.22,6.83,7.17
2023-05-04,7.87,7.11,7.78
2023-05-05,8.13,7.78,8.08
2023-05-08,8.78,7.91,8.47
2023-05-09,8.53,7.94,7.95
2023-05-10,7.89,7.36,7.54
2023-05-11,7.57,7.25,7.29
2023-05-12,7.54,7.2,7.44
2023-05-15,7.64,7.18,7.4
2023-05-16,7.52,7.28,7.31

Indicator data:
Answer: 0.4057
Question: 对于平均真实波幅，华润三九2020年08月20日的值是多少？（标准版：周期14）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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)
Data:
date,high,low,close
2020-07-31,30.55,29.58,30.3
2020-08-03,30.87,30.25,30.68
2020-08-04,31.33,30.51,30.78
2020-08-05,30.99,30.13,30.87
2020-08-06,31.2,30.36,30.69
2020-08-07,30.8,30.11,30.45
2020-08-10,31.12,30.07,31.09
2020-08-11,31.13,29.93,30.01
2020-08-12,30.1,29.06,29.46
2020-08-13,29.8,29.23,29.37
2020-08-14,29.57,29.02,29.52
2020-08-17,29.9,29.4,29.86
2020-08-18,30.17,29.6,29.75
2020-08-19,29.81,29.26,29.3
2020-08-20,29.32,28.77,28.93

Indicator data:
Answer: 0.7436
Question: 计算春秋航空2024年02月21日的平均真实波幅的值。（标准版：周期14）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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)
Data:
date,high,low,close
2024-01-24,53.85,52.24,53.73
2024-01-25,53.73,52.68,53.04
2024-01-26,54.68,52.87,54.13
2024-01-29,56.0,54.15,54.95
2024-01-30,54.99,53.06,53.3
2024-01-31,53.3,51.85,52.35
2024-02-01,53.8,51.78,52.78
2024-02-02,53.49,50.88,51.9
2024-02-05,53.43,50.71,52.73
2024-02-06,53.68,51.85,53.68
2024-02-07,54.45,52.38,53.99
2024-02-08,55.98,53.69,55.18
2024-02-19,56.49,55.22,55.72
2024-02-20,57.57,55.34,57.3
2024-02-21,58.01,56.45,57.36

Indicator data:
Answer: 1.9107
Question: 康龙化成2024年04月03日的易动指标的值是？（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2024-03-14,24.9,23.0,60509135.0
2024-03-15,23.76,22.46,39256727.0
2024-03-18,23.67,22.3,46078104.0
2024-03-19,23.51,22.84,31929164.0
2024-03-20,23.33,22.64,26030797.0
2024-03-21,23.0,22.28,27531001.0
2024-03-22,22.21,21.26,32799271.0
2024-03-25,22.47,21.1,36097267.0
2024-03-26,21.25,20.63,25025073.0
2024-03-27,21.1,20.1,27024246.0
2024-03-28,20.66,20.05,25189337.0
2024-03-29,20.55,19.88,21954268.0
2024-04-01,21.02,20.42,29699508.0
2024-04-02,20.99,20.37,24272922.0
2024-04-03,20.83,20.33,20347917.0

Indicator data:
Answer: -0.0074
Question: 2023年01月18日，云南白药的易动指标是多少？（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2022-12-28,54.55,53.77,3423574.0
2022-12-29,54.56,53.83,2915059.0
2022-12-30,54.58,54.0,2543733.0
2023-01-03,55.13,54.37,3770657.0
2023-01-04,54.98,54.42,4066885.0
2023-01-05,55.61,54.9,6134764.0
2023-01-06,55.47,54.8,3975756.0
2023-01-09,55.35,54.91,3149371.0
2023-01-10,55.55,54.81,4779267.0
2023-01-11,55.45,54.84,5494871.0
2023-01-12,55.34,54.66,4836656.0
2023-01-13,56.77,54.98,9207466.0
2023-01-16,57.97,56.8,11217996.0
2023-01-17,57.65,56.7,5506202.0
2023-01-18,57.32,56.62,5297947.0

Indicator data:
Answer: 0.0291
Question: 杭州银行的易动指标在2023年02月22日为多少？（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2023-02-02,13.06,12.88,20172796.0
2023-02-03,12.9,12.67,15812141.0
2023-02-06,12.83,12.59,17494819.0
2023-02-07,12.81,12.65,15005864.0
2023-02-08,12.73,12.6,19405386.0
2023-02-09,12.73,12.58,25675136.0
2023-02-10,12.63,12.45,32205861.0
2023-02-13,12.51,12.32,26076492.0
2023-02-14,12.5,12.21,47515067.0
2023-02-15,12.37,12.21,32571222.0
2023-02-16,12.31,12.04,44143472.0
2023-02-17,12.11,11.9,38173375.0
2023-02-20,12.32,11.94,55362282.0
2023-02-21,12.35,12.18,30624454.0
2023-02-22,12.29,12.16,16720078.0

Indicator data:
Answer: -0.0005
Question: 对于易动指标，恒瑞医药2023年08月04日的值是多少？（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2023-07-17,47.52,46.73,21394359.0
2023-07-18,47.85,47.0,12113452.0
2023-07-19,47.37,46.55,19415049.0
2023-07-20,47.4,45.87,18098829.0
2023-07-21,46.3,45.65,20976558.0
2023-07-24,48.0,45.89,47398816.0
2023-07-25,47.9,47.13,24909769.0
2023-07-26,48.16,47.55,16778804.0
2023-07-27,48.47,47.8,16225472.0
2023-07-28,49.2,47.59,37757340.0
2023-07-31,49.33,44.22,135924169.0
2023-08-01,44.31,42.3,134400131.0
2023-08-02,43.99,42.06,93481863.0
2023-08-03,42.89,41.18,79188796.0
2023-08-04,42.67,41.0,106460887.0

Indicator data:
Answer: -0.0067
Question: 计算鹏鼎控股2024年10月25日的易动指标的值。（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2024-09-30,35.77,32.66,39491341.0
2024-10-08,39.35,35.0,59310611.0
2024-10-09,37.65,35.15,33111679.0
2024-10-10,37.5,35.02,30236069.0
2024-10-11,36.18,34.0,21333318.0
2024-10-14,36.0,34.32,26512718.0
2024-10-15,36.36,34.41,23971862.0
2024-10-16,33.86,31.71,38020635.0
2024-10-17,33.8,32.65,16788838.0
2024-10-18,35.59,32.4,37512781.0
2024-10-21,38.33,34.97,45768774.0
2024-10-22,38.35,35.55,25628099.0
2024-10-23,38.42,35.93,22798946.0
2024-10-24,37.59,36.37,15375241.0
2024-10-25,37.99,36.26,19256200.0

Indicator data:
Answer: 0.0178
Question: 紫金矿业2024年07月25日的资金流量指数的值是？（标准版：周期14）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: TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2024-07-05,18.66,18.11,18.64,188747609.0
2024-07-08,18.88,18.44,18.45,149197688.0
2024-07-09,18.86,18.55,18.82,164930663.0
2024-07-10,18.98,18.28,18.38,150842964.0
2024-07-11,18.96,18.3,18.87,155807757.0
2024-07-12,19.0,18.36,18.48,139055070.0
2024-07-15,18.95,18.43,18.82,126988958.0
2024-07-16,19.24,18.78,19.21,134595480.0
2024-07-17,19.54,18.37,18.47,217167411.0
2024-07-18,18.49,17.97,18.45,149177702.0
2024-07-19,18.05,17.11,17.94,238617158.0
2024-07-22,17.84,17.21,17.6,192975122.0
2024-07-23,17.72,16.5,16.52,235473241.0
2024-07-24,16.75,16.4,16.53,136809553.0
2024-07-25,16.24,15.38,15.43,288215160.0

Indicator data:
Answer: 30.9836
Question: 2021年10月29日，泸州老窖的资金流量指数是多少？（标准版：周期14）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: TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2021-10-11,231.0,222.0,224.5,15531629.0
2021-10-12,228.01,218.92,225.15,11490605.0
2021-10-13,246.0,223.5,238.28,21931916.0
2021-10-14,244.6,230.69,238.89,14915230.0
2021-10-15,239.33,228.02,234.69,13510583.0
2021-10-18,230.7,215.3,224.92,24444266.0
2021-10-19,233.3,222.0,231.37,14676861.0
2021-10-20,237.9,229.6,232.13,10430217.0
2021-10-21,233.95,226.5,231.9,9048912.0
2021-10-22,236.44,228.51,231.91,10014047.0
2021-10-25,233.28,227.37,230.6,8516350.0
2021-10-26,238.54,227.5,232.9,9966985.0
2021-10-27,232.0,222.05,225.13,11160944.0
2021-10-28,232.86,224.55,227.29,8356695.0
2021-10-29,239.88,227.8,228.95,17029287.0

Indicator data:
Answer: 58.4645
Question: 兴业证券的资金流量指数在2023年08月01日为多少？（标准版：周期14）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: TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2023-07-12,6.35,6.21,6.23,40094120.0
2023-07-13,6.36,6.26,6.34,62069094.0
2023-07-14,6.36,6.3,6.32,40577070.0
2023-07-17,6.32,6.25,6.3,25128529.0
2023-07-18,6.35,6.29,6.31,27809380.0
2023-07-19,6.36,6.28,6.35,32355768.0
2023-07-20,6.39,6.3,6.3,37835086.0
2023-07-21,6.37,6.29,6.32,28505954.0
2023-07-24,6.37,6.29,6.31,24486672.0
2023-07-25,6.6,6.45,6.57,147885109.0
2023-07-26,6.58,6.46,6.53,68120554.0
2023-07-27,6.57,6.47,6.49,50083962.0
2023-07-28,6.97,6.46,6.9,251194045.0
2023-07-31,7.18,6.94,6.97,267475433.0
2023-08-01,7.07,6.86,6.92,154969499.0

Indicator data:
Answer: 68.3778
Question: 对于资金流量指数，中芯国际2023年12月25日的值是多少？（标准版：周期14）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: TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2023-12-05,53.17,52.39,52.39,14397097.0
2023-12-06,52.78,51.74,51.97,18213173.0
2023-12-07,52.67,51.55,52.67,23285236.0
2023-12-08,52.68,51.1,52.55,38139823.0
2023-12-11,53.22,51.7,53.18,21987436.0
2023-12-12,54.17,52.86,54.12,20974632.0
2023-12-13,54.56,53.7,53.75,17916295.0
2023-12-14,54.2,53.07,53.1,12358424.0
2023-12-15,54.14,53.03,53.6,12130924.0
2023-12-18,53.99,53.2,53.74,10065168.0
2023-12-19,54.94,53.61,54.76,20412523.0
2023-12-20,55.24,54.46,54.51,14475005.0
2023-12-21,54.7,53.36,54.57,14498278.0
2023-12-22,55.19,54.39,54.79,15173506.0
2023-12-25,55.0,52.85,53.01,17788368.0

Indicator data:
Answer: 61.1321
Question: 计算江苏银行2020年12月29日的资金流量指数的值。（标准版：周期14）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: TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2020-12-01,6.45,6.21,6.43,122637646.0
2020-12-02,6.44,6.33,6.35,78415884.0
2020-12-03,6.43,6.27,6.39,117492799.0
2020-12-04,6.41,6.2,6.25,115083865.0
2020-12-07,6.25,6.06,6.07,124682867.0
2020-12-08,6.09,5.92,5.93,219796425.0
2020-12-17,5.63,5.51,5.59,93583833.0
2020-12-18,5.67,5.56,5.58,64373581.0
2020-12-21,5.63,5.54,5.61,46928234.0
2020-12-22,5.61,5.49,5.5,57372223.0
2020-12-23,5.52,5.37,5.41,79749102.0
2020-12-24,5.45,5.36,5.37,44100071.0
2020-12-25,5.41,5.34,5.39,32806744.0
2020-12-28,5.43,5.36,5.37,50475864.0
2020-12-29,5.4,5.37,5.39,37708017.0

Indicator data:
Answer: 17.0763
Question: 华友钴业2022年08月26日的KDJ的K的值是？（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推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: K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2022-07-18,92.56,87.79,90.59
2022-07-19,92.0,88.73,89.97
2022-07-20,91.81,89.89,91.0
2022-07-21,90.97,87.6,87.61
2022-07-22,91.5,87.8,88.85
2022-07-25,89.45,86.65,87.19
2022-07-26,90.56,86.88,87.83
2022-07-27,88.11,85.29,87.56
2022-07-28,88.56,85.7,85.83
2022-07-29,87.94,84.0,84.37
2022-08-01,92.44,85.86,92.01
2022-08-02,91.34,87.87,89.49
2022-08-03,90.68,84.1,84.5
2022-08-04,86.35,82.0,83.4
2022-08-05,85.33,81.65,84.8
2022-08-08,85.3,83.55,84.85
2022-08-09,88.5,84.04,87.11
2022-08-10,89.5,81.41,82.83
2022-08-11,82.9,80.2,82.82
2022-08-12,83.35,81.99,82.2
2022-08-15,84.98,81.4,83.3
2022-08-16,83.31,80.78,81.15
2022-08-17,82.4,78.89,81.53
2022-08-18,82.34,79.95,80.16
2022-08-19,81.06,78.69,79.27
2022-08-22,84.38,79.34,83.64
2022-08-23,84.6,81.88,83.94
2022-08-24,85.8,81.2,81.55
2022-08-25,82.09,78.8,79.89
2022-08-26,82.39,79.57,80.15

Indicator data:
Answer: 29.6756
Question: 2022年01月12日，阳光电源的KDJ的K是多少？（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推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: K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2021-12-01,162.99,158.49,160.0
2021-12-02,160.78,156.8,157.98
2021-12-03,159.0,150.74,152.99
2021-12-06,154.59,149.8,150.25
2021-12-07,151.5,145.17,148.7
2021-12-08,151.56,146.4,150.2
2021-12-09,150.26,147.0,148.03
2021-12-10,151.8,146.27,149.99
2021-12-13,152.24,147.62,148.09
2021-12-14,150.8,147.39,148.86
2021-12-15,151.31,147.66,149.1
2021-12-16,152.77,149.56,152.63
2021-12-17,153.0,145.01,146.5
2021-12-20,146.5,135.33,137.6
2021-12-21,137.5,129.8,135.32
2021-12-22,138.58,133.15,137.4
2021-12-23,143.88,136.68,140.98
2021-12-24,142.11,133.0,133.21
2021-12-27,136.5,130.38,135.7
2021-12-28,139.95,133.93,138.85
2021-12-29,142.55,138.49,138.49
2021-12-30,143.5,138.0,140.97
2021-12-31,151.0,145.39,145.8
2022-01-04,148.95,135.05,135.4
2022-01-05,136.2,126.59,129.0
2022-01-06,131.2,125.71,130.1
2022-01-07,131.18,124.98,128.3
2022-01-10,127.91,123.69,124.5
2022-01-11,125.86,119.61,120.98
2022-01-12,125.5,121.14,125.49

Indicator data:
Answer: 14.4093
Question: 片仔癀的KDJ的K在2022年01月25日为多少？（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推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: K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2021-12-14,472.0,460.0,471.0
2021-12-15,472.0,462.7,463.0
2021-12-16,466.8,456.0,457.7
2021-12-17,459.84,451.5,456.5
2021-12-20,466.56,451.07,458.08
2021-12-21,468.85,458.1,466.13
2021-12-22,485.0,465.01,479.11
2021-12-23,480.55,468.88,475.85
2021-12-24,486.15,475.03,479.8
2021-12-27,484.79,471.6,472.3
2021-12-28,477.66,470.01,476.15
2021-12-29,477.95,428.54,428.54
2021-12-30,425.66,400.02,423.03
2021-12-31,443.17,416.0,437.15
2022-01-04,443.88,429.5,432.3
2022-01-05,429.99,409.0,414.99
2022-01-06,416.99,398.38,402.0
2022-01-07,404.64,392.0,394.31
2022-01-10,400.91,381.0,394.98
2022-01-11,401.0,388.0,393.82
2022-01-12,398.89,392.28,394.8
2022-01-13,397.31,388.11,390.0
2022-01-14,391.0,385.0,386.1
2022-01-17,393.7,382.88,392.82
2022-01-18,404.3,388.11,399.9
2022-01-19,402.5,385.0,391.0
2022-01-20,394.5,378.1,386.99
2022-01-21,385.98,369.83,379.22
2022-01-24,382.79,372.0,376.2
2022-01-25,380.0,369.2,369.2

Indicator data:
Answer: 18.0828
Question: 对于KDJ的K，四川路桥2021年03月08日的值是多少？（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推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: K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2021-01-19,4.75,4.63,4.72
2021-01-20,4.73,4.63,4.64
2021-01-21,4.67,4.6,4.62
2021-01-22,4.62,4.49,4.51
2021-01-25,4.55,4.41,4.46
2021-01-26,4.49,4.4,4.44
2021-01-27,4.61,4.42,4.52
2021-01-28,4.95,4.71,4.75
2021-01-29,4.79,4.6,4.64
2021-02-01,5.0,4.65,4.98
2021-02-02,4.97,4.77,4.9
2021-02-03,4.98,4.82,4.89
2021-02-04,4.97,4.81,4.88
2021-02-05,4.94,4.73,4.75
2021-02-08,5.04,4.74,4.93
2021-02-09,4.99,4.88,4.94
2021-02-10,4.97,4.85,4.92
2021-02-18,5.03,4.92,4.96
2021-02-19,5.2,4.94,5.16
2021-02-22,5.48,5.17,5.32
2021-02-23,5.4,5.18,5.21
2021-02-24,5.34,5.22,5.27
2021-02-25,5.41,5.26,5.38
2021-02-26,5.3,5.16,5.19
2021-03-01,5.25,5.18,5.22
2021-03-02,5.26,5.06,5.09
2021-03-03,5.43,5.12,5.41
2021-03-04,5.74,5.36,5.63
2021-03-05,5.72,5.53,5.68
2021-03-08,5.8,5.61,5.69

Indicator data:
Answer: 80.3822
Question: 计算大华股份2021年07月29日的KDJ的K的值。（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推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: K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2021-06-18,22.14,20.96,21.88
2021-06-21,21.9,21.46,21.6
2021-06-22,22.36,21.37,22.28
2021-06-23,22.27,21.95,22.06
2021-06-24,22.25,21.7,22.18
2021-06-25,22.18,21.7,21.74
2021-06-28,21.67,21.01,21.15
2021-06-29,21.37,20.79,20.9
2021-06-30,21.2,20.84,21.1
2021-07-01,21.19,20.74,20.78
2021-07-02,20.99,20.31,20.33
2021-07-05,20.61,20.0,20.08
2021-07-06,20.28,19.88,20.24
2021-07-07,20.93,20.1,20.75
2021-07-08,20.75,20.37,20.55
2021-07-09,20.64,20.21,20.52
2021-07-12,20.85,20.53,20.65
2021-07-13,20.7,20.31,20.46
2021-07-14,20.75,20.15,20.53
2021-07-15,20.92,20.25,20.86
2021-07-16,22.89,20.8,22.31
2021-07-19,22.4,21.79,22.0
2021-07-20,22.78,21.63,22.65
2021-07-21,23.14,22.46,23.01
2021-07-22,23.03,22.45,22.45
2021-07-23,22.83,22.15,22.46
2021-07-26,22.92,21.22,21.6
2021-07-27,21.68,20.66,20.74
2021-07-28,21.18,20.25,20.66
2021-07-29,21.2,20.78,20.97

Indicator data:
Answer: 34.4729
Question: 北新建材2023年03月27日的KDJ的D的值是？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2023-02-07,28.5,27.71,27.86
2023-02-08,28.25,27.72,28.01
2023-02-09,28.88,27.78,28.82
2023-02-10,29.49,28.51,29.34
2023-02-13,29.86,29.11,29.46
2023-02-14,29.85,29.3,29.53
2023-02-15,29.78,29.19,29.21
2023-02-16,29.8,28.5,28.78
2023-02-17,29.96,28.55,29.0
2023-02-20,31.68,29.22,31.16
2023-02-21,31.89,31.09,31.34
2023-02-22,31.52,30.8,31.05
2023-02-23,31.37,30.39,30.67
2023-02-24,30.88,30.18,30.48
2023-02-27,30.74,30.0,30.22
2023-02-28,30.44,29.76,30.09
2023-03-01,31.16,30.28,31.16
2023-03-02,32.0,30.93,31.9
2023-03-03,32.04,31.18,31.39
2023-03-06,31.38,30.06,30.4
2023-03-07,31.04,30.08,30.1
2023-03-08,30.0,29.0,29.32
2023-03-09,29.64,28.8,29.08
2023-03-10,28.96,28.37,28.51
2023-03-13,29.3,28.45,28.71
2023-03-14,28.78,27.86,27.93
2023-03-15,28.9,28.01,28.58
2023-03-16,28.45,27.76,27.86
2023-03-17,28.41,27.94,28.18
2023-03-20,28.85,27.94,28.03
2023-03-21,28.88,28.08,28.57
2023-03-22,28.88,27.53,27.66
2023-03-23,28.3,27.11,28.21
2023-03-24,28.16,27.36,27.7
2023-03-27,27.6,26.95,27.09

Indicator data:
Answer: 22.9517
Question: 2020年07月29日，TCL科技的KDJ的D是多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2020-06-09,5.99,5.74,5.76
2020-06-10,6.01,5.72,5.98
2020-06-11,6.01,5.79,5.83
2020-06-12,5.83,5.57,5.76
2020-06-15,5.73,5.52,5.57
2020-06-16,5.85,5.71,5.79
2020-06-17,5.82,5.68,5.79
2020-06-18,6.16,5.74,6.13
2020-06-19,6.23,6.06,6.15
2020-06-22,6.33,6.12,6.16
2020-06-23,6.32,6.1,6.15
2020-06-24,6.3,6.03,6.14
2020-06-29,6.25,6.02,6.16
2020-06-30,6.24,6.11,6.2
2020-07-01,6.21,5.98,6.08
2020-07-02,6.33,5.98,6.32
2020-07-03,6.3,6.1,6.18
2020-07-06,6.54,6.13,6.51
2020-07-07,7.13,6.66,6.81
2020-07-08,6.97,6.63,6.87
2020-07-09,7.04,6.74,6.87
2020-07-10,6.82,6.6,6.61
2020-07-13,7.0,6.55,6.99
2020-07-14,7.04,6.61,6.76
2020-07-15,6.8,6.36,6.43
2020-07-16,6.87,6.2,6.3
2020-07-17,6.67,6.22,6.62
2020-07-20,6.73,6.4,6.7
2020-07-21,7.25,6.77,6.96
2020-07-22,7.14,6.81,6.98
2020-07-23,6.91,6.58,6.72
2020-07-24,6.65,6.06,6.1
2020-07-27,6.16,5.81,6.04
2020-07-28,6.24,6.01,6.13
2020-07-29,6.35,6.0,6.32

Indicator data:
Answer: 36.9329
Question: 天赐材料的KDJ的D在2020年12月03日为多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2020-10-16,63.74,59.5,60.0
2020-10-19,61.32,59.01,59.49
2020-10-20,62.96,58.7,62.75
2020-10-21,62.46,56.48,56.48
2020-10-22,56.18,53.41,55.11
2020-10-23,57.45,52.9,53.97
2020-10-26,57.36,52.3,57.25
2020-10-27,58.11,54.85,57.21
2020-10-28,62.93,56.81,62.93
2020-10-29,65.85,60.7,62.06
2020-10-30,63.88,59.8,62.15
2020-11-02,65.5,61.3,65.3
2020-11-03,65.3,61.0,63.44
2020-11-04,65.0,61.22,62.27
2020-11-05,68.5,63.01,68.5
2020-11-06,73.8,68.1,72.28
2020-11-09,76.66,69.02,73.8
2020-11-10,77.6,69.57,74.0
2020-11-11,78.0,72.1,73.0
2020-11-12,75.92,70.64,75.85
2020-11-13,82.2,73.68,80.5
2020-11-16,80.3,76.39,78.15
2020-11-17,79.66,70.5,72.61
2020-11-18,74.0,70.0,71.36
2020-11-19,72.56,69.8,71.65
2020-11-20,75.0,71.81,74.3
2020-11-23,80.8,74.5,79.24
2020-11-24,84.45,77.55,83.6
2020-11-25,84.65,80.25,82.67
2020-11-26,82.57,77.08,80.45
2020-11-27,82.19,77.66,79.66
2020-11-30,79.65,75.08,78.58
2020-12-01,76.0,70.72,74.83
2020-12-02,75.4,72.38,74.46
2020-12-03,74.81,71.54,73.7

Indicator data:
Answer: 51.2592
Question: 对于KDJ的D，圆通速递2025年03月03日的值是多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2025-01-06,14.25,13.9,14.11
2025-01-07,14.16,13.86,14.09
2025-01-08,14.12,13.82,13.98
2025-01-09,14.0,13.79,13.8
2025-01-10,13.83,13.41,13.41
2025-01-13,13.47,13.29,13.42
2025-01-14,13.77,13.38,13.75
2025-01-15,13.82,13.51,13.54
2025-01-16,13.69,13.41,13.5
2025-01-17,13.58,13.31,13.5
2025-01-20,13.88,13.54,13.6
2025-01-21,13.7,13.43,13.47
2025-01-22,13.5,13.26,13.32
2025-01-23,13.55,13.39,13.49
2025-01-24,13.74,13.43,13.62
2025-01-27,13.86,13.63,13.77
2025-02-05,13.8,13.41,13.47
2025-02-06,13.68,13.45,13.55
2025-02-07,13.75,13.41,13.68
2025-02-10,13.74,13.56,13.67
2025-02-11,13.75,13.61,13.71
2025-02-12,13.77,13.49,13.59
2025-02-13,14.17,13.64,14.09
2025-02-14,14.23,13.92,14.09
2025-02-17,14.15,13.85,14.07
2025-02-18,14.04,13.6,13.64
2025-02-19,13.74,13.52,13.57
2025-02-20,13.8,13.41,13.45
2025-02-21,13.59,13.32,13.48
2025-02-24,14.09,13.42,13.85
2025-02-25,13.8,13.51,13.54
2025-02-26,13.78,13.51,13.76
2025-02-27,13.96,13.59,13.71
2025-02-28,13.88,13.63,13.76
2025-03-03,13.97,13.71,13.77

Indicator data:
Answer: 44.6092
Question: 计算海光信息2024年04月23日的KDJ的D的值。（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2024-03-04,89.76,83.85,86.28
2024-03-05,90.26,84.13,86.3
2024-03-06,85.81,82.98,84.42
2024-03-07,85.27,80.75,80.9
2024-03-08,82.59,79.77,82.3
2024-03-11,84.8,81.11,83.81
2024-03-12,83.5,79.57,80.0
2024-03-13,82.55,79.66,79.7
2024-03-14,81.3,78.4,80.75
2024-03-15,80.7,78.5,80.7
2024-03-18,84.29,80.37,83.19
2024-03-19,82.5,80.5,80.65
2024-03-20,81.7,79.8,80.19
2024-03-21,81.5,78.88,79.22
2024-03-22,81.4,78.9,80.12
2024-03-25,83.1,79.45,80.5
2024-03-26,80.71,76.08,76.29
2024-03-27,78.17,74.5,75.23
2024-03-28,78.5,75.21,76.79
2024-03-29,77.57,75.38,77.26
2024-04-01,79.82,77.6,78.48
2024-04-02,79.12,76.5,77.26
2024-04-03,77.21,74.33,74.5
2024-04-08,75.55,74.0,74.01
2024-04-09,75.86,72.71,75.79
2024-04-10,75.59,73.18,73.55
2024-04-11,74.9,72.55,74.01
2024-04-12,79.75,76.66,77.99
2024-04-15,79.5,76.99,78.66
2024-04-16,78.8,76.38,77.85
2024-04-17,80.67,77.2,80.04
2024-04-18,81.28,78.48,79.3
2024-04-19,79.13,75.5,75.5
2024-04-22,74.33,70.3,73.35
2024-04-23,74.48,71.45,71.62

Indicator data:
Answer: 49.6553
Question: 恒立液压2025年09月01日的KDJ的J的值是？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2025-07-15,73.52,71.5,73.52
2025-07-16,76.9,72.66,76.3
2025-07-17,76.68,75.51,76.3
2025-07-18,76.8,75.06,76.4
2025-07-21,79.93,75.56,77.59
2025-07-22,85.35,78.45,80.38
2025-07-23,80.58,77.0,79.25
2025-07-24,79.45,77.41,77.56
2025-07-25,77.7,75.2,75.63
2025-07-28,76.47,74.61,75.09
2025-07-29,76.24,74.88,75.8
2025-07-30,76.48,74.75,75.2
2025-07-31,75.13,73.32,73.6
2025-08-01,73.85,72.33,73.16
2025-08-04,74.23,72.56,73.94
2025-08-05,78.28,73.81,77.43
2025-08-06,80.89,78.57,80.11
2025-08-07,80.11,78.4,79.86
2025-08-08,79.2,75.2,78.13
2025-08-11,79.5,77.25,77.28
2025-08-12,78.2,76.29,77.03
2025-08-13,77.22,75.74,76.2
2025-08-14,76.51,75.22,75.66
2025-08-15,76.92,74.34,75.55
2025-08-18,79.83,75.31,79.5
2025-08-19,83.98,78.5,82.08
2025-08-20,84.85,81.15,83.99
2025-08-21,83.95,81.31,81.91
2025-08-22,84.67,81.96,82.69
2025-08-25,84.68,82.18,83.8
2025-08-26,87.5,83.66,86.9
2025-08-27,87.2,84.0,84.09
2025-08-28,85.3,83.5,85.15
2025-08-29,90.68,85.01,89.42
2025-09-01,91.5,88.3,91.3

Indicator data:
Answer: 99.3771
Question: 2024年07月19日，深南电路的KDJ的J是多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2024-05-31,92.21,89.76,89.93
2024-06-03,97.38,90.01,93.9
2024-06-04,94.74,92.17,93.92
2024-06-05,95.59,93.34,93.46
2024-06-06,98.31,93.94,96.37
2024-06-07,97.2,92.88,93.83
2024-06-11,95.9,92.71,95.47
2024-06-12,99.88,94.88,96.7
2024-06-13,104.92,96.71,102.88
2024-06-14,108.93,101.13,107.2
2024-06-17,112.17,105.8,109.88
2024-06-18,110.94,106.58,108.51
2024-06-19,109.5,106.23,107.35
2024-06-20,108.4,106.0,106.5
2024-06-21,108.6,104.0,107.4
2024-06-24,112.12,105.9,106.3
2024-06-25,106.51,103.66,104.75
2024-06-26,107.01,103.23,106.52
2024-06-27,106.3,103.08,103.28
2024-06-28,107.9,102.65,105.77
2024-07-01,106.5,102.85,106.17
2024-07-02,105.79,103.02,103.95
2024-07-03,104.68,101.0,102.94
2024-07-04,106.65,103.09,105.05
2024-07-05,106.06,102.05,105.44
2024-07-08,106.99,104.55,105.15
2024-07-09,109.75,104.29,109.75
2024-07-10,120.73,114.89,120.73
2024-07-11,127.13,120.11,126.99
2024-07-12,127.79,121.09,126.14
2024-07-15,128.45,125.16,127.4
2024-07-16,130.62,126.06,130.5
2024-07-17,129.81,123.5,123.59
2024-07-18,124.39,119.01,122.66
2024-07-19,124.21,120.09,120.6

Indicator data:
Answer: 63.1509
Question: 一汽解放的KDJ的J在2022年02月21日为多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2021-12-27,10.32,10.25,10.31
2021-12-28,10.32,10.24,10.31
2021-12-29,10.38,10.26,10.33
2021-12-30,10.36,10.28,10.28
2021-12-31,10.32,10.26,10.29
2022-01-04,10.37,10.26,10.35
2022-01-05,10.35,10.27,10.31
2022-01-06,10.32,10.27,10.31
2022-01-07,10.36,10.28,10.28
2022-01-10,10.32,10.22,10.3
2022-01-11,10.32,10.25,10.27
2022-01-12,10.3,10.25,10.29
2022-01-13,10.32,10.25,10.26
2022-01-14,10.28,10.18,10.21
2022-01-17,10.25,10.19,10.22
2022-01-18,10.23,10.18,10.18
2022-01-19,10.22,10.12,10.14
2022-01-20,10.16,10.01,10.02
2022-01-21,10.02,9.79,9.86
2022-01-24,9.9,9.77,9.82
2022-01-25,9.88,9.48,9.49
2022-01-26,9.59,9.49,9.54
2022-01-27,9.56,9.0,9.19
2022-01-28,9.51,9.18,9.38
2022-02-07,9.57,9.42,9.52
2022-02-08,9.64,9.5,9.63
2022-02-09,9.77,9.58,9.75
2022-02-10,9.87,9.67,9.81
2022-02-11,9.81,9.66,9.72
2022-02-14,9.84,9.66,9.71
2022-02-15,9.79,9.65,9.72
2022-02-16,9.85,9.72,9.75
2022-02-17,9.76,9.65,9.66
2022-02-18,9.72,9.61,9.67
2022-02-21,9.73,9.55,9.69

Indicator data:
Answer: 41.3721
Question: 对于KDJ的J，新易盛2022年11月23日的值是多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2022-09-29,21.9,21.09,21.47
2022-09-30,21.69,21.1,21.14
2022-10-10,21.29,20.16,20.3
2022-10-11,20.77,20.02,20.36
2022-10-12,21.37,20.31,21.37
2022-10-13,22.03,21.3,21.76
2022-10-14,22.13,21.63,21.96
2022-10-17,22.46,21.7,22.33
2022-10-18,22.45,21.88,22.25
2022-10-19,22.54,22.0,22.17
2022-10-20,22.72,21.77,22.44
2022-10-21,22.66,21.89,22.18
2022-10-24,22.72,21.7,21.8
2022-10-25,22.18,21.48,21.82
2022-10-26,22.79,21.72,22.6
2022-10-27,26.92,25.36,25.38
2022-10-28,26.04,24.33,24.46
2022-10-31,26.1,24.5,25.87
2022-11-01,26.5,25.4,26.41
2022-11-02,27.07,26.2,26.5
2022-11-03,27.57,26.01,27.32
2022-11-04,27.84,26.9,27.54
2022-11-07,27.77,26.94,27.3
2022-11-08,27.24,26.66,26.98
2022-11-09,27.13,26.6,26.72
2022-11-10,27.1,26.0,26.12
2022-11-11,27.06,26.19,26.33
2022-11-14,27.05,26.05,26.48
2022-11-15,27.81,26.22,27.6
2022-11-16,28.44,27.5,27.8
2022-11-17,28.28,27.46,28.23
2022-11-18,28.49,27.44,27.47
2022-11-21,28.57,27.11,28.16
2022-11-22,28.06,27.08,27.3
2022-11-23,27.4,26.16,26.7

Indicator data:
Answer: 31.5522
Question: 计算长城汽车2025年02月21日的KDJ的J的值。（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推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: J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100
Data:
date,high,low,close
2024-12-26,26.85,26.45,26.64
2024-12-27,26.68,26.21,26.4
2024-12-30,26.58,26.22,26.41
2024-12-31,26.67,26.12,26.33
2025-01-02,26.34,25.07,25.26
2025-01-03,25.85,25.16,25.25
2025-01-06,25.45,25.01,25.25
2025-01-07,25.54,24.95,25.1
2025-01-08,25.16,24.44,24.89
2025-01-09,25.19,24.82,25.03
2025-01-10,25.19,24.6,24.6
2025-01-13,25.09,24.36,24.76
2025-01-14,25.95,24.68,25.93
2025-01-15,26.36,25.43,25.51
2025-01-16,25.79,25.14,25.27
2025-01-17,25.57,25.02,25.45
2025-01-20,25.85,25.18,25.28
2025-01-21,25.43,25.04,25.23
2025-01-22,25.23,24.64,24.74
2025-01-23,25.14,24.59,24.75
2025-01-24,25.1,24.59,24.75
2025-01-27,25.12,24.68,24.88
2025-02-05,24.9,24.51,24.57
2025-02-06,25.09,24.06,25.08
2025-02-07,26.0,25.0,25.85
2025-02-10,26.34,25.7,25.81
2025-02-11,25.92,24.93,25.11
2025-02-12,25.35,24.76,25.32
2025-02-13,25.35,24.91,24.92
2025-02-14,26.32,24.84,25.82
2025-02-17,26.05,25.33,25.44
2025-02-18,25.7,25.11,25.29
2025-02-19,25.45,25.13,25.35
2025-02-20,25.27,24.69,24.99
2025-02-21,25.22,24.81,25.19

Indicator data:
Answer: 20.1914
Question: 大全能源2022年07月05日的考夫曼自适应移动平均的值是？（ER周期取10，快线周期取2，慢线周期取30；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: ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1})
Data:
date,close
2022-04-06,52.89
2022-04-07,51.97
2022-04-08,51.6
2022-04-11,49.2
2022-04-12,49.89
2022-04-13,49.0
2022-04-14,49.64
2022-04-15,50.09
2022-04-18,51.75
2022-04-19,51.83
2022-04-20,52.26
2022-04-21,50.35
2022-04-22,53.95
2022-04-25,53.02
2022-04-26,53.47
2022-04-27,55.98
2022-04-28,55.04
2022-04-29,55.69
2022-05-05,55.1
2022-05-06,52.08
2022-05-09,52.48
2022-05-10,53.08
2022-05-11,54.72
2022-05-12,56.08
2022-05-13,55.25
2022-05-16,54.01
2022-05-17,56.08
2022-05-18,55.68
2022-05-19,61.17
2022-05-20,62.72
2022-05-23,61.78
2022-05-24,59.02
2022-05-25,59.98
2022-05-26,59.28
2022-05-27,59.0
2022-05-30,58.95
2022-05-31,61.15
2022-06-01,59.96
2022-06-02,62.35
2022-06-06,66.56
2022-06-07,66.9
2022-06-08,68.28
2022-06-09,67.35
2022-06-10,69.65
2022-06-13,71.4
2022-06-14,70.18
2022-06-15,67.19
2022-06-16,68.26
2022-06-17,69.37
2022-06-20,67.97
2022-06-21,65.55
2022-06-22,65.54
2022-06-23,65.17
2022-06-24,66.37
2022-06-27,67.02
2022-06-28,68.58
2022-06-29,64.6
2022-06-30,68.32
2022-07-01,70.01
2022-07-04,73.3
2022-07-05,77.03

Indicator data:
Answer: 68.8712
Question: 2024年05月15日，三一重工的考夫曼自适应移动平均是多少？（ER周期取10，快线周期取2，慢线周期取30；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: ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1})
Data:
date,close
2024-02-06,13.7
2024-02-07,13.76
2024-02-08,14.17
2024-02-19,14.14
2024-02-20,14.02
2024-02-21,14.02
2024-02-22,14.07
2024-02-23,13.95
2024-02-26,14.06
2024-02-27,14.05
2024-02-28,13.75
2024-02-29,13.94
2024-03-01,13.95
2024-03-04,14.02
2024-03-05,13.97
2024-03-06,14.17
2024-03-07,14.09
2024-03-08,13.97
2024-03-11,13.95
2024-03-12,14.11
2024-03-13,13.92
2024-03-14,13.88
2024-03-15,13.8
2024-03-18,13.97
2024-03-19,14.15
2024-03-20,14.08
2024-03-21,14.07
2024-03-22,13.95
2024-03-25,14.61
2024-03-26,14.75
2024-03-27,14.58
2024-03-28,14.45
2024-03-29,14.58
2024-04-01,14.98
2024-04-02,14.93
2024-04-03,14.83
2024-04-08,15.08
2024-04-09,15.06
2024-04-10,15.37
2024-04-11,15.95
2024-04-12,15.62
2024-04-15,15.83
2024-04-16,15.31
2024-04-17,16.11
2024-04-18,15.73
2024-04-19,15.75
2024-04-22,15.33
2024-04-23,14.95
2024-04-24,15.44
2024-04-25,15.36
2024-04-26,16.04
2024-04-29,16.12
2024-04-30,16.31
2024-05-06,16.93
2024-05-07,16.87
2024-05-08,16.66
2024-05-09,17.46
2024-05-10,17.39
2024-05-13,17.37
2024-05-14,16.93
2024-05-15,16.8

Indicator data:
Answer: 16.6125
Question: 星宇股份的考夫曼自适应移动平均在2024年04月24日为多少？（ER周期取10，快线周期取2，慢线周期取30；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: ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1})
Data:
date,close
2024-01-19,136.69
2024-01-22,136.0
2024-01-23,131.48
2024-01-24,132.4
2024-01-25,130.58
2024-01-26,131.46
2024-01-29,128.81
2024-01-30,130.0
2024-01-31,126.7
2024-02-01,126.7
2024-02-02,123.21
2024-02-05,127.98
2024-02-06,126.83
2024-02-07,135.87
2024-02-08,137.94
2024-02-19,134.31
2024-02-20,131.0
2024-02-21,132.7
2024-02-22,135.98
2024-02-23,135.0
2024-02-26,138.33
2024-02-27,140.0
2024-02-28,135.52
2024-02-29,140.45
2024-03-01,141.25
2024-03-04,147.5
2024-03-05,147.41
2024-03-06,149.05
2024-03-07,148.05
2024-03-08,149.46
2024-03-11,145.47
2024-03-12,143.89
2024-03-13,146.57
2024-03-14,146.81
2024-03-15,152.0
2024-03-18,151.1
2024-03-19,146.84
2024-03-20,142.86
2024-03-21,141.39
2024-03-22,144.0
2024-03-25,142.6
2024-03-26,141.5
2024-03-27,139.81
2024-03-28,141.38
2024-03-29,140.06
2024-04-01,142.0
2024-04-02,140.98
2024-04-03,139.04
2024-04-08,141.2
2024-04-09,139.1
2024-04-10,139.35
2024-04-11,137.9
2024-04-12,137.28
2024-04-15,138.6
2024-04-16,133.4
2024-04-17,137.12
2024-04-18,133.0
2024-04-19,132.5
2024-04-22,133.57
2024-04-23,132.74
2024-04-24,134.46

Indicator data:
Answer: 138.6065
Question: 对于考夫曼自适应移动平均，牧原股份2021年09月17日的值是多少？（ER周期取10，快线周期取2，慢线周期取30；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: ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1})
Data:
date,close
2021-06-25,58.53
2021-06-28,63.35
2021-06-29,62.37
2021-06-30,60.82
2021-07-01,59.8
2021-07-02,59.21
2021-07-05,59.3
2021-07-06,59.29
2021-07-07,57.9
2021-07-08,57.18
2021-07-09,56.7
2021-07-12,57.52
2021-07-13,57.89
2021-07-14,56.45
2021-07-15,56.96
2021-07-16,54.35
2021-07-19,51.76
2021-07-20,52.5
2021-07-21,50.66
2021-07-22,50.73
2021-07-23,47.41
2021-07-26,46.09
2021-07-27,42.83
2021-07-28,40.91
2021-07-29,41.71
2021-07-30,42.27
2021-08-02,44.8
2021-08-03,43.86
2021-08-04,43.16
2021-08-05,41.85
2021-08-06,42.28
2021-08-09,46.51
2021-08-10,48.18
2021-08-11,48.18
2021-08-12,47.5
2021-08-13,46.85
2021-08-16,47.4
2021-08-17,45.31
2021-08-18,45.5
2021-08-19,44.88
2021-08-20,44.34
2021-08-23,44.44
2021-08-24,45.08
2021-08-25,44.89
2021-08-26,43.56
2021-08-27,42.92
2021-08-30,42.1
2021-08-31,42.31
2021-09-01,44.78
2021-09-02,43.16
2021-09-03,45.85
2021-09-06,47.15
2021-09-07,46.84
2021-09-08,45.93
2021-09-09,45.62
2021-09-10,45.45
2021-09-13,43.68
2021-09-14,43.21
2021-09-15,42.91
2021-09-16,44.2
2021-09-17,44.69

Indicator data:
Answer: 43.9831
Question: 计算中微公司2024年10月29日的考夫曼自适应移动平均的值。（ER周期取10，快线周期取2，慢线周期取30；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: ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1})
Data:
date,close
2024-07-26,146.78
2024-07-29,144.34
2024-07-30,147.55
2024-07-31,157.2
2024-08-01,158.44
2024-08-02,158.6
2024-08-05,153.39
2024-08-06,154.13
2024-08-07,152.55
2024-08-08,155.16
2024-08-09,153.27
2024-08-12,152.6
2024-08-13,155.37
2024-08-14,147.72
2024-08-15,148.41
2024-08-16,146.92
2024-08-19,145.95
2024-08-20,144.33
2024-08-21,142.11
2024-08-22,138.8
2024-08-23,131.01
2024-08-26,130.46
2024-08-27,130.0
2024-08-28,129.27
2024-08-29,132.3
2024-08-30,135.05
2024-09-02,127.82
2024-09-03,128.81
2024-09-04,127.15
2024-09-05,128.58
2024-09-06,127.41
2024-09-09,127.45
2024-09-10,129.76
2024-09-11,130.65
2024-09-12,130.02
2024-09-13,125.48
2024-09-18,124.07
2024-09-19,124.44
2024-09-20,120.51
2024-09-23,117.3
2024-09-24,121.2
2024-09-25,120.97
2024-09-26,127.44
2024-09-27,136.9
2024-09-30,164.0
2024-10-08,196.8
2024-10-09,198.0
2024-10-10,180.18
2024-10-11,168.56
2024-10-14,173.25
2024-10-15,169.1
2024-10-16,163.46
2024-10-17,163.5
2024-10-18,185.65
2024-10-21,187.13
2024-10-22,182.83
2024-10-23,179.95
2024-10-24,180.0
2024-10-25,183.45
2024-10-28,180.88
2024-10-29,180.3

Indicator data:
Answer: 172.7561
Question: 小商品城2025年06月04日的MACD的DIF的值是？（标准版：快线12，慢线26；从前104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: DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)
Data:
date,close
2024-12-24,14.34
2024-12-25,13.61
2024-12-26,13.71
2024-12-27,13.75
2024-12-30,13.63
2024-12-31,13.41
2025-01-02,13.31
2025-01-03,12.61
2025-01-06,12.46
2025-01-07,12.59
2025-01-08,12.69
2025-01-09,12.69
2025-01-10,12.68
2025-01-13,12.68
2025-01-14,13.09
2025-01-15,13.21
2025-01-16,13.08
2025-01-17,12.91
2025-01-20,12.87
2025-01-21,13.03
2025-01-22,12.99
2025-01-23,12.98
2025-01-24,13.23
2025-01-27,12.87
2025-02-05,12.84
2025-02-06,12.77
2025-02-07,13.13
2025-02-10,13.38
2025-02-11,13.54
2025-02-12,13.23
2025-02-13,12.65
2025-02-14,12.9
2025-02-17,12.57
2025-02-18,12.23
2025-02-19,12.48
2025-02-20,12.61
2025-02-21,13.16
2025-02-24,13.21
2025-02-25,13.25
2025-02-26,13.18
2025-02-27,13.37
2025-02-28,12.79
2025-03-03,13.07
2025-03-04,12.92
2025-03-05,13.26
2025-03-06,13.6
2025-03-07,13.45
2025-03-10,12.79
2025-03-11,13.1
2025-03-12,12.76
2025-03-13,12.6
2025-03-14,12.98
2025-03-17,13.14
2025-03-18,13.89
2025-03-19,13.78
2025-03-20,13.59
2025-03-21,13.18
2025-03-24,13.49
2025-03-25,13.39
2025-03-26,13.82
2025-03-27,14.82
2025-03-28,14.93
2025-03-31,15.23
2025-04-01,15.51
2025-04-02,15.34
2025-04-03,14.7
2025-04-07,13.23
2025-04-08,12.15
2025-04-09,13.37
2025-04-10,14.25
2025-04-11,14.39
2025-04-14,14.81
2025-04-15,14.6
2025-04-16,14.95
2025-04-17,14.8
2025-04-18,14.75
2025-04-21,15.41
2025-04-22,16.03
2025-04-23,15.46
2025-04-24,15.74
2025-04-25,15.5
2025-04-28,15.45
2025-04-29,15.47
2025-04-30,15.33
2025-05-06,15.2
2025-05-07,15.31
2025-05-08,15.17
2025-05-09,15.63
2025-05-12,15.95
2025-05-13,16.15
2025-05-14,16.98
2025-05-15,16.71
2025-05-16,16.99
2025-05-19,16.48
2025-05-20,17.15
2025-05-21,17.0
2025-05-22,17.11
2025-05-23,17.01
2025-05-26,17.0
2025-05-27,16.86
2025-05-28,16.94
2025-05-29,17.26
2025-05-30,17.62
2025-06-03,18.17
2025-06-04,18.32

Indicator data:
Answer: 0.7002
Question: 2025年08月06日，复星医药的MACD的DIF是多少？（标准版：快线12，慢线26；从前104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: DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)
Data:
date,close
2025-03-06,25.01
2025-03-07,24.95
2025-03-10,25.0
2025-03-11,24.9
2025-03-12,24.68
2025-03-13,24.53
2025-03-14,25.03
2025-03-17,24.96
2025-03-18,25.09
2025-03-19,25.01
2025-03-20,24.95
2025-03-21,24.5
2025-03-24,24.51
2025-03-25,24.75
2025-03-26,24.55
2025-03-27,24.99
2025-03-28,25.31
2025-03-31,24.83
2025-04-01,25.75
2025-04-02,25.46
2025-04-03,25.51
2025-04-07,23.2
2025-04-08,23.7
2025-04-09,23.68
2025-04-10,23.92
2025-04-11,23.84
2025-04-14,23.95
2025-04-15,24.0
2025-04-16,24.0
2025-04-17,23.95
2025-04-18,23.88
2025-04-21,23.9
2025-04-22,24.4
2025-04-23,24.19
2025-04-24,24.2
2025-04-25,24.14
2025-04-28,23.95
2025-04-29,23.82
2025-04-30,23.4
2025-05-06,23.69
2025-05-07,23.81
2025-05-08,23.83
2025-05-09,23.52
2025-05-12,23.59
2025-05-13,23.94
2025-05-14,23.91
2025-05-15,23.77
2025-05-16,24.02
2025-05-19,23.83
2025-05-20,24.07
2025-05-21,24.18
2025-05-22,23.95
2025-05-23,23.93
2025-05-26,23.51
2025-05-27,23.63
2025-05-28,23.53
2025-05-29,24.11
2025-05-30,25.37
2025-06-03,25.27
2025-06-04,25.44
2025-06-05,25.15
2025-06-06,25.03
2025-06-09,25.93
2025-06-10,25.96
2025-06-11,25.76
2025-06-12,25.92
2025-06-13,25.81
2025-06-16,25.45
2025-06-17,25.08
2025-06-18,24.9
2025-06-19,24.6
2025-06-20,24.42
2025-06-23,24.64
2025-06-24,24.89
2025-06-25,24.91
2025-06-26,24.65
2025-06-27,24.74
2025-06-30,25.09
2025-07-01,25.3
2025-07-02,25.17
2025-07-03,25.44
2025-07-04,25.43
2025-07-07,25.15
2025-07-08,25.21
2025-07-09,25.23
2025-07-10,25.43
2025-07-11,25.6
2025-07-14,25.68
2025-07-15,25.41
2025-07-16,26.41
2025-07-17,26.4
2025-07-18,26.36
2025-07-21,26.13
2025-07-22,26.25
2025-07-23,26.17
2025-07-24,26.75
2025-07-25,26.66
2025-07-28,26.91
2025-07-29,27.23
2025-07-30,28.37
2025-07-31,27.59
2025-08-01,27.56
2025-08-04,26.84
2025-08-05,26.87
2025-08-06,26.63

Indicator data:
Answer: 0.4742