OpenFinArena/FinDeepIndicator huggingface dataset:
Question: 兖矿能源的MACD的DIF在2021年06月30日为多少？（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
2021-01-21,10.25
2021-01-22,9.89
2021-01-25,9.29
2021-01-26,9.3
2021-01-27,9.2
2021-01-28,8.96
2021-01-29,8.69
2021-02-01,8.75
2021-02-02,8.65
2021-02-03,8.6
2021-02-04,8.54
2021-02-05,8.53
2021-02-08,8.65
2021-02-09,8.75
2021-02-10,8.88
2021-02-18,9.27
2021-02-19,9.5
2021-02-22,9.84
2021-02-23,9.52
2021-02-24,9.51
2021-02-25,9.84
2021-02-26,9.64
2021-03-01,10.45
2021-03-02,11.39
2021-03-03,12.2
2021-03-04,12.71
2021-03-05,11.88
2021-03-08,11.75
2021-03-09,11.68
2021-03-10,11.75
2021-03-11,12.08
2021-03-12,13.29
2021-03-15,13.39
2021-03-16,12.59
2021-03-17,12.7
2021-03-18,12.66
2021-03-19,12.84
2021-03-22,12.87
2021-03-23,12.54
2021-03-24,12.08
2021-03-25,12.87
2021-03-26,13.18
2021-03-29,14.45
2021-03-30,13.5
2021-03-31,13.23
2021-04-01,13.51
2021-04-02,13.39
2021-04-06,13.18
2021-04-07,13.55
2021-04-08,13.68
2021-04-09,13.58
2021-04-12,13.43
2021-04-13,13.24
2021-04-14,13.48
2021-04-15,13.68
2021-04-16,14.97
2021-04-19,14.34
2021-04-20,14.08
2021-04-21,14.04
2021-04-22,13.92
2021-04-23,13.78
2021-04-26,14.0
2021-04-27,13.65
2021-04-28,14.2
2021-04-29,14.42
2021-04-30,12.99
2021-05-06,13.87
2021-05-07,14.89
2021-05-10,15.38
2021-05-11,14.83
2021-05-12,14.95
2021-05-13,14.13
2021-05-14,13.62
2021-05-17,13.51
2021-05-18,14.04
2021-05-19,13.62
2021-05-20,12.54
2021-05-21,13.28
2021-05-24,13.14
2021-05-25,13.17
2021-05-26,13.28
2021-05-27,13.46
2021-05-28,13.34
2021-05-31,13.54
2021-06-01,14.1
2021-06-02,13.93
2021-06-03,14.55
2021-06-04,14.5
2021-06-07,14.58
2021-06-08,14.46
2021-06-09,15.44
2021-06-10,14.96
2021-06-11,14.93
2021-06-15,15.2
2021-06-16,15.23
2021-06-17,15.2
2021-06-18,14.8
2021-06-21,14.64
2021-06-22,14.5
2021-06-23,15.56
2021-06-24,15.64
2021-06-25,16.06
2021-06-28,15.0
2021-06-29,14.78
2021-06-30,15.36

Indicator data:
Answer: 0.339
Question: 对于MACD的DIF，三峡能源2025年05月08日的值是多少？（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
2024-11-28,4.55
2024-11-29,4.56
2024-12-02,4.61
2024-12-03,4.62
2024-12-04,4.58
2024-12-05,4.56
2024-12-06,4.61
2024-12-09,4.62
2024-12-10,4.6
2024-12-11,4.61
2024-12-12,4.63
2024-12-13,4.54
2024-12-16,4.55
2024-12-17,4.51
2024-12-18,4.54
2024-12-19,4.49
2024-12-20,4.47
2024-12-23,4.45
2024-12-24,4.48
2024-12-25,4.51
2024-12-26,4.45
2024-12-27,4.45
2024-12-30,4.42
2024-12-31,4.37
2025-01-02,4.25
2025-01-03,4.25
2025-01-06,4.24
2025-01-07,4.26
2025-01-08,4.27
2025-01-09,4.23
2025-01-10,4.16
2025-01-13,4.14
2025-01-14,4.21
2025-01-15,4.17
2025-01-16,4.2
2025-01-17,4.22
2025-01-20,4.21
2025-01-21,4.19
2025-01-22,4.15
2025-01-23,4.17
2025-01-24,4.18
2025-01-27,4.2
2025-02-05,4.2
2025-02-06,4.24
2025-02-07,4.27
2025-02-10,4.27
2025-02-11,4.25
2025-02-12,4.26
2025-02-13,4.25
2025-02-14,4.26
2025-02-17,4.31
2025-02-18,4.26
2025-02-19,4.25
2025-02-20,4.23
2025-02-21,4.27
2025-02-24,4.26
2025-02-25,4.23
2025-02-26,4.25
2025-02-27,4.25
2025-02-28,4.2
2025-03-03,4.19
2025-03-04,4.19
2025-03-05,4.17
2025-03-06,4.2
2025-03-07,4.18
2025-03-10,4.18
2025-03-11,4.2
2025-03-12,4.19
2025-03-13,4.23
2025-03-14,4.25
2025-03-17,4.24
2025-03-18,4.24
2025-03-19,4.28
2025-03-20,4.28
2025-03-21,4.26
2025-03-24,4.27
2025-03-25,4.32
2025-03-26,4.29
2025-03-27,4.25
2025-03-28,4.23
2025-03-31,4.23
2025-04-01,4.3
2025-04-02,4.26
2025-04-03,4.33
2025-04-07,4.17
2025-04-08,4.31
2025-04-09,4.31
2025-04-10,4.33
2025-04-11,4.3
2025-04-14,4.3
2025-04-15,4.28
2025-04-16,4.32
2025-04-17,4.32
2025-04-18,4.29
2025-04-21,4.28
2025-04-22,4.27
2025-04-23,4.25
2025-04-24,4.26
2025-04-25,4.29
2025-04-28,4.33
2025-04-29,4.28
2025-04-30,4.26
2025-05-06,4.3
2025-05-07,4.3
2025-05-08,4.29

Indicator data:
Answer: 0.0061
Question: 计算三花智控2020年08月13日的MACD的DIF的值。（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
2020-03-12,20.68
2020-03-13,20.66
2020-03-16,18.84
2020-03-17,18.84
2020-03-18,18.26
2020-03-19,17.99
2020-03-20,17.45
2020-03-23,15.74
2020-03-24,15.9
2020-03-25,16.7
2020-03-26,16.25
2020-03-27,16.11
2020-03-30,16.28
2020-03-31,16.07
2020-04-01,16.46
2020-04-02,16.89
2020-04-03,17.22
2020-04-07,17.91
2020-04-08,17.7
2020-04-09,17.52
2020-04-10,17.18
2020-04-13,16.62
2020-04-14,18.28
2020-04-15,19.13
2020-04-16,19.27
2020-04-17,19.07
2020-04-20,19.53
2020-04-21,19.44
2020-04-22,19.3
2020-04-23,19.3
2020-04-24,19.2
2020-04-27,19.73
2020-04-28,19.75
2020-04-29,20.84
2020-04-30,22.03
2020-05-06,21.63
2020-05-07,21.83
2020-05-08,22.02
2020-05-11,22.26
2020-05-12,23.03
2020-05-13,22.68
2020-05-14,22.58
2020-05-15,23.02
2020-05-18,22.45
2020-05-19,22.6
2020-05-20,23.3
2020-05-21,22.79
2020-05-22,22.25
2020-05-25,21.84
2020-05-26,22.33
2020-05-27,22.33
2020-05-28,21.9
2020-05-29,22.35
2020-06-01,23.15
2020-06-02,22.72
2020-06-03,17.61
2020-06-04,18.28
2020-06-05,18.8
2020-06-08,19.11
2020-06-09,19.32
2020-06-10,19.17
2020-06-11,19.5
2020-06-12,19.44
2020-06-15,18.87
2020-06-16,19.4
2020-06-17,19.24
2020-06-18,19.26
2020-06-19,21.19
2020-06-22,22.0
2020-06-23,22.06
2020-06-24,21.88
2020-06-29,21.58
2020-06-30,21.9
2020-07-01,21.94
2020-07-02,21.6
2020-07-03,21.8
2020-07-06,22.68
2020-07-07,24.34
2020-07-08,24.56
2020-07-09,24.81
2020-07-10,24.5
2020-07-13,25.47
2020-07-14,24.58
2020-07-15,24.35
2020-07-16,23.2
2020-07-17,22.95
2020-07-20,22.96
2020-07-21,23.2
2020-07-22,23.36
2020-07-23,22.94
2020-07-24,21.8
2020-07-27,21.35
2020-07-28,22.25
2020-07-29,22.96
2020-07-30,23.21
2020-07-31,23.72
2020-08-03,24.2
2020-08-04,23.97
2020-08-05,23.67
2020-08-06,22.8
2020-08-07,22.6
2020-08-10,22.39
2020-08-11,21.98
2020-08-12,21.76
2020-08-13,22.1

Indicator data:
Answer: -0.0886
Question: 豪威集团2020年11月09日的MACD的DEA的值是？（标准版：快线12，慢线26，信号线9；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)；DEA = EMA_{n_{signal}}(DIF)
Data:
date,close
2020-06-04,181.23
2020-06-05,186.5
2020-06-08,183.05
2020-06-09,190.35
2020-06-10,194.0
2020-06-11,190.0
2020-06-12,189.57
2020-06-15,180.15
2020-06-16,179.21
2020-06-17,179.8
2020-06-18,182.85
2020-06-19,197.8
2020-06-22,202.6
2020-06-23,204.99
2020-06-24,206.68
2020-06-29,199.83
2020-06-30,201.95
2020-07-01,207.68
2020-07-02,214.73
2020-07-03,208.39
2020-07-06,228.8
2020-07-07,229.93
2020-07-08,231.51
2020-07-09,240.84
2020-07-10,244.0
2020-07-13,245.51
2020-07-14,249.7
2020-07-15,230.58
2020-07-16,208.16
2020-07-17,218.43
2020-07-20,217.69
2020-07-21,215.69
2020-07-22,220.1
2020-07-23,214.0
2020-07-24,199.35
2020-07-27,197.0
2020-07-28,199.84
2020-07-29,207.17
2020-07-30,203.4
2020-07-31,205.64
2020-08-03,201.42
2020-08-04,197.67
2020-08-05,201.97
2020-08-06,197.18
2020-08-07,188.78
2020-08-10,191.51
2020-08-11,187.0
2020-08-12,187.05
2020-08-13,182.97
2020-08-14,186.28
2020-08-17,183.71
2020-08-18,182.66
2020-08-19,187.3
2020-08-20,183.0
2020-08-21,188.01
2020-08-24,188.65
2020-08-25,180.17
2020-08-26,169.6
2020-08-27,171.93
2020-08-28,175.31
2020-08-31,167.83
2020-09-01,168.7
2020-09-02,170.4
2020-09-03,186.12
2020-09-04,187.1
2020-09-07,182.0
2020-09-08,177.05
2020-09-09,171.31
2020-09-10,174.11
2020-09-11,187.72
2020-09-14,191.0
2020-09-15,188.54
2020-09-16,195.88
2020-09-17,193.01
2020-09-18,191.8
2020-09-21,185.95
2020-09-22,185.58
2020-09-23,184.7
2020-09-24,182.8
2020-09-25,174.91
2020-09-28,175.2
2020-09-29,174.96
2020-09-30,177.37
2020-10-09,182.4
2020-10-12,191.43
2020-10-13,192.16
2020-10-14,186.7
2020-10-15,185.3
2020-10-16,184.5
2020-10-19,179.98
2020-10-20,180.9
2020-10-21,178.72
2020-10-22,177.69
2020-10-23,172.3
2020-10-26,173.12
2020-10-27,181.3
2020-10-28,180.16
2020-10-29,184.3
2020-10-30,198.02
2020-11-02,217.82
2020-11-03,215.59
2020-11-04,211.0
2020-11-05,214.0
2020-11-06,219.31
2020-11-09,239.45

Indicator data:
Answer: 5.2725
Question: 2020年11月20日，浪潮信息的MACD的DEA是多少？（标准版：快线12，慢线26，信号线9；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)；DEA = EMA_{n_{signal}}(DIF)
Data:
date,close
2020-06-17,38.83
2020-06-18,40.96
2020-06-19,40.89
2020-06-22,41.06
2020-06-23,42.05
2020-06-24,41.8
2020-06-29,38.8
2020-06-30,39.18
2020-07-01,37.32
2020-07-02,36.98
2020-07-03,38.18
2020-07-06,40.12
2020-07-07,40.51
2020-07-08,43.7
2020-07-09,44.69
2020-07-10,45.03
2020-07-13,46.21
2020-07-14,44.06
2020-07-15,42.05
2020-07-16,39.33
2020-07-17,39.11
2020-07-20,40.02
2020-07-21,39.67
2020-07-22,39.6
2020-07-23,38.67
2020-07-24,36.87
2020-07-27,36.47
2020-07-28,36.61
2020-07-29,38.28
2020-07-30,37.52
2020-07-31,37.96
2020-08-03,38.9
2020-08-04,37.9
2020-08-05,37.81
2020-08-06,38.76
2020-08-07,37.56
2020-08-10,38.23
2020-08-11,37.16
2020-08-12,36.12
2020-08-13,35.75
2020-08-14,36.3
2020-08-17,36.99
2020-08-18,37.06
2020-08-19,36.0
2020-08-20,36.14
2020-08-21,35.78
2020-08-24,35.78
2020-08-25,35.94
2020-08-26,35.61
2020-08-27,35.43
2020-08-28,36.04
2020-08-31,36.1
2020-09-01,35.94
2020-09-02,35.48
2020-09-03,35.06
2020-09-04,35.18
2020-09-07,34.01
2020-09-08,32.64
2020-09-09,30.81
2020-09-10,30.04
2020-09-11,30.99
2020-09-14,31.1
2020-09-15,31.23
2020-09-16,30.91
2020-09-17,31.81
2020-09-18,32.21
2020-09-21,31.94
2020-09-22,31.11
2020-09-23,31.35
2020-09-24,30.65
2020-09-25,30.86
2020-09-28,30.23
2020-09-29,30.6
2020-09-30,30.39
2020-10-09,31.3
2020-10-12,32.64
2020-10-13,33.13
2020-10-14,32.55
2020-10-15,32.28
2020-10-16,31.83
2020-10-19,32.0
2020-10-20,32.87
2020-10-21,31.66
2020-10-22,31.64
2020-10-23,31.31
2020-10-26,30.74
2020-10-27,30.9
2020-10-28,30.63
2020-10-29,30.9
2020-10-30,30.5
2020-11-02,27.65
2020-11-03,28.04
2020-11-04,27.89
2020-11-05,29.14
2020-11-06,29.02
2020-11-09,30.84
2020-11-10,30.27
2020-11-11,29.31
2020-11-12,29.32
2020-11-13,29.11
2020-11-16,28.89
2020-11-17,28.62
2020-11-18,28.46
2020-11-19,28.83
2020-11-20,28.61

Indicator data:
Answer: -0.7557
Question: 通威股份的MACD的DEA在2022年05月31日为多少？（标准版：快线12，慢线26，信号线9；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)；DEA = EMA_{n_{signal}}(DIF)
Data:
date,close
2021-12-21,44.76
2021-12-22,44.55
2021-12-23,44.06
2021-12-24,41.27
2021-12-27,40.35
2021-12-28,41.27
2021-12-29,42.21
2021-12-30,42.1
2021-12-31,44.96
2022-01-04,42.52
2022-01-05,41.73
2022-01-06,41.9
2022-01-07,42.1
2022-01-10,41.89
2022-01-11,40.8
2022-01-12,42.51
2022-01-13,41.09
2022-01-14,41.42
2022-01-17,41.54
2022-01-18,41.28
2022-01-19,40.51
2022-01-20,40.0
2022-01-21,39.94
2022-01-24,40.84
2022-01-25,38.85
2022-01-26,40.05
2022-01-27,38.69
2022-01-28,37.35
2022-02-07,39.85
2022-02-08,38.75
2022-02-09,39.0
2022-02-10,38.58
2022-02-11,37.9
2022-02-14,37.45
2022-02-15,38.64
2022-02-16,38.41
2022-02-17,39.65
2022-02-18,39.06
2022-02-21,39.57
2022-02-22,41.81
2022-02-23,42.97
2022-02-24,42.12
2022-02-25,42.09
2022-02-28,42.9
2022-03-01,43.35
2022-03-02,44.02
2022-03-03,43.21
2022-03-04,42.72
2022-03-07,42.25
2022-03-08,42.79
2022-03-09,43.35
2022-03-10,44.86
2022-03-11,45.55
2022-03-14,44.02
2022-03-15,43.97
2022-03-16,45.6
2022-03-17,44.67
2022-03-18,44.3
2022-03-21,44.78
2022-03-22,44.7
2022-03-23,44.06
2022-03-24,42.36
2022-03-25,41.29
2022-03-28,43.2
2022-03-29,43.6
2022-03-30,44.69
2022-03-31,42.69
2022-04-01,43.32
2022-04-06,41.4
2022-04-07,41.33
2022-04-08,40.87
2022-04-11,39.1
2022-04-12,39.65
2022-04-13,39.3
2022-04-14,39.34
2022-04-15,39.49
2022-04-18,40.3
2022-04-19,39.95
2022-04-20,39.18
2022-04-21,37.44
2022-04-22,36.83
2022-04-25,35.17
2022-04-26,36.53
2022-04-27,39.82
2022-04-28,39.7
2022-04-29,41.1
2022-05-05,40.72
2022-05-06,39.58
2022-05-09,39.52
2022-05-10,40.02
2022-05-11,40.68
2022-05-12,40.26
2022-05-13,40.35
2022-05-16,39.72
2022-05-17,42.1
2022-05-18,41.92
2022-05-19,45.42
2022-05-20,46.0
2022-05-23,45.75
2022-05-24,44.96
2022-05-25,45.17
2022-05-26,44.99
2022-05-27,44.67
2022-05-30,43.78
2022-05-31,45.19

Indicator data:
Answer: 1.0057
Question: 对于MACD的DEA，小商品城2022年08月04日的值是多少？（标准版：快线12，慢线26，信号线9；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)；DEA = EMA_{n_{signal}}(DIF)
Data:
date,close
2022-03-03,4.99
2022-03-04,5.04
2022-03-07,4.86
2022-03-08,4.63
2022-03-09,4.47
2022-03-10,4.78
2022-03-11,4.88
2022-03-14,4.87
2022-03-15,4.64
2022-03-16,4.92
2022-03-17,4.9
2022-03-18,4.94
2022-03-21,5.02
2022-03-22,4.99
2022-03-23,4.94
2022-03-24,4.82
2022-03-25,4.85
2022-03-28,4.94
2022-03-29,4.96
2022-03-30,5.02
2022-03-31,5.03
2022-04-01,5.2
2022-04-06,5.47
2022-04-07,5.31
2022-04-08,5.3
2022-04-11,5.22
2022-04-12,5.61
2022-04-13,5.53
2022-04-14,5.46
2022-04-15,5.54
2022-04-18,5.55
2022-04-19,5.48
2022-04-20,5.36
2022-04-21,5.12
2022-04-22,5.2
2022-04-25,4.77
2022-04-26,4.69
2022-04-27,4.74
2022-04-28,4.82
2022-04-29,5.11
2022-05-05,5.04
2022-05-06,4.96
2022-05-09,5.04
2022-05-10,5.1
2022-05-11,5.24
2022-05-12,5.16
2022-05-13,5.29
2022-05-16,5.29
2022-05-17,5.17
2022-05-18,5.18
2022-05-19,5.15
2022-05-20,5.18
2022-05-23,5.13
2022-05-24,4.93
2022-05-25,5.13
2022-05-26,5.2
2022-05-27,5.34
2022-05-30,5.4
2022-05-31,5.41
2022-06-01,5.38
2022-06-02,5.32
2022-06-06,5.48
2022-06-07,5.5
2022-06-08,5.46
2022-06-09,5.36
2022-06-10,5.43
2022-06-13,5.31
2022-06-14,5.43
2022-06-15,5.38
2022-06-16,5.37
2022-06-17,5.39
2022-06-20,5.35
2022-06-21,5.29
2022-06-22,5.18
2022-06-23,5.21
2022-06-24,5.22
2022-06-27,5.41
2022-06-28,5.51
2022-06-29,5.35
2022-06-30,5.57
2022-07-01,5.79
2022-07-04,5.71
2022-07-05,5.87
2022-07-06,5.61
2022-07-07,5.61
2022-07-08,5.52
2022-07-11,5.54
2022-07-12,5.39
2022-07-13,5.39
2022-07-14,5.39
2022-07-15,5.26
2022-07-18,5.34
2022-07-19,5.36
2022-07-20,5.37
2022-07-21,5.38
2022-07-22,5.41
2022-07-25,5.29
2022-07-26,5.44
2022-07-27,5.36
2022-07-28,5.33
2022-07-29,5.29
2022-08-01,5.15
2022-08-02,4.98
2022-08-03,4.9
2022-08-04,4.93

Indicator data:
Answer: -0.0503
Question: 计算北新建材2023年08月24日的MACD的DEA的值。（标准版：快线12，慢线26，信号线9；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)；DEA = EMA_{n_{signal}}(DIF)
Data:
date,close
2023-03-23,28.21
2023-03-24,27.7
2023-03-27,27.09
2023-03-28,27.09
2023-03-29,26.68
2023-03-30,28.08
2023-03-31,26.84
2023-04-03,27.5
2023-04-04,27.2
2023-04-06,27.4
2023-04-07,28.14
2023-04-10,27.8
2023-04-11,27.8
2023-04-12,27.58
2023-04-13,27.36
2023-04-14,26.72
2023-04-17,27.01
2023-04-18,27.12
2023-04-19,26.22
2023-04-20,26.3
2023-04-21,26.12
2023-04-24,25.99
2023-04-25,25.5
2023-04-26,26.1
2023-04-27,26.17
2023-04-28,26.52
2023-05-04,26.34
2023-05-05,26.11
2023-05-08,25.67
2023-05-09,25.93
2023-05-10,25.94
2023-05-11,25.85
2023-05-12,25.81
2023-05-15,25.92
2023-05-16,25.21
2023-05-17,24.8
2023-05-18,24.74
2023-05-19,25.0
2023-05-22,24.76
2023-05-23,24.54
2023-05-24,23.77
2023-05-25,23.82
2023-05-26,23.37
2023-05-29,23.1
2023-05-30,22.99
2023-05-31,22.73
2023-06-01,22.33
2023-06-02,24.03
2023-06-05,23.91
2023-06-06,24.51
2023-06-07,24.04
2023-06-08,25.16
2023-06-09,24.41
2023-06-12,25.15
2023-06-13,25.15
2023-06-14,25.16
2023-06-15,25.4
2023-06-16,25.34
2023-06-19,24.83
2023-06-20,24.25
2023-06-21,23.97
2023-06-26,24.21
2023-06-27,25.29
2023-06-28,24.99
2023-06-29,24.46
2023-06-30,24.51
2023-07-03,24.75
2023-07-04,25.05
2023-07-05,24.9
2023-07-06,25.01
2023-07-07,24.86
2023-07-10,24.59
2023-07-11,24.43
2023-07-12,24.06
2023-07-13,24.23
2023-07-14,23.93
2023-07-17,24.02
2023-07-18,24.22
2023-07-19,25.32
2023-07-20,25.65
2023-07-21,25.62
2023-07-24,24.54
2023-07-25,26.7
2023-07-26,27.0
2023-07-27,27.12
2023-07-28,27.74
2023-07-31,28.33
2023-08-01,27.85
2023-08-02,28.01
2023-08-03,27.99
2023-08-04,27.83
2023-08-07,27.37
2023-08-08,27.32
2023-08-09,27.03
2023-08-10,27.04
2023-08-11,26.54
2023-08-14,26.76
2023-08-15,26.75
2023-08-16,26.9
2023-08-17,26.65
2023-08-18,26.48
2023-08-21,28.1
2023-08-22,28.97
2023-08-23,28.7
2023-08-24,28.11

Indicator data:
Answer: 0.5071
Question: 欧派家居2025年12月05日的MACD的值是？（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；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)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2
Data:
date,close
2025-07-04,55.94
2025-07-07,56.3
2025-07-08,56.34
2025-07-09,57.46
2025-07-10,58.16
2025-07-11,59.0
2025-07-14,57.6
2025-07-15,56.88
2025-07-16,57.22
2025-07-17,57.25
2025-07-18,57.92
2025-07-21,58.35
2025-07-22,59.25
2025-07-23,59.88
2025-07-24,60.0
2025-07-25,56.42
2025-07-28,56.16
2025-07-29,53.98
2025-07-30,53.84
2025-07-31,51.55
2025-08-01,51.58
2025-08-04,54.02
2025-08-05,53.28
2025-08-06,53.35
2025-08-07,52.48
2025-08-08,52.03
2025-08-11,52.73
2025-08-12,52.92
2025-08-13,54.0
2025-08-14,53.21
2025-08-15,53.45
2025-08-18,53.51
2025-08-19,52.94
2025-08-20,53.07
2025-08-21,54.1
2025-08-22,54.2
2025-08-25,55.99
2025-08-26,55.92
2025-08-27,54.74
2025-08-28,54.86
2025-08-29,55.34
2025-09-01,55.52
2025-09-02,55.02
2025-09-03,54.6
2025-09-04,54.85
2025-09-05,56.24
2025-09-08,57.35
2025-09-09,59.52
2025-09-10,58.43
2025-09-11,58.11
2025-09-12,57.61
2025-09-15,57.25
2025-09-16,56.55
2025-09-17,56.89
2025-09-18,54.9
2025-09-19,56.24
2025-09-22,55.2
2025-09-23,54.18
2025-09-24,54.13
2025-09-25,53.9
2025-09-26,53.11
2025-09-29,53.1
2025-09-30,53.3
2025-10-09,53.29
2025-10-10,53.62
2025-10-13,53.15
2025-10-14,53.79
2025-10-15,54.28
2025-10-16,53.77
2025-10-17,53.27
2025-10-20,54.0
2025-10-21,53.91
2025-10-22,53.87
2025-10-23,54.05
2025-10-24,53.44
2025-10-27,53.82
2025-10-28,54.08
2025-10-29,53.88
2025-10-30,53.71
2025-10-31,53.5
2025-11-03,52.8
2025-11-04,51.9
2025-11-05,51.67
2025-11-06,51.72
2025-11-07,51.52
2025-11-10,52.25
2025-11-11,53.57
2025-11-12,53.73
2025-11-13,53.39
2025-11-14,53.32
2025-11-17,52.53
2025-11-18,52.58
2025-11-19,52.75
2025-11-20,54.26
2025-11-21,53.2
2025-11-24,52.35
2025-11-25,53.03
2025-11-26,53.5
2025-11-27,53.62
2025-11-28,53.19
2025-12-01,53.69
2025-12-02,54.0
2025-12-03,54.15
2025-12-04,52.91
2025-12-05,52.33

Indicator data:
Answer: 0.0115
Question: 2024年06月04日，中航西飞的MACD是多少？（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；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)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2
Data:
date,close
2023-12-25,22.5
2023-12-26,22.26
2023-12-27,22.02
2023-12-28,22.22
2023-12-29,22.37
2024-01-02,22.42
2024-01-03,22.1
2024-01-04,21.59
2024-01-05,20.88
2024-01-08,20.18
2024-01-09,20.0
2024-01-10,19.78
2024-01-11,20.06
2024-01-12,20.02
2024-01-15,19.24
2024-01-16,19.4
2024-01-17,19.18
2024-01-18,19.6
2024-01-19,19.36
2024-01-22,19.0
2024-01-23,19.29
2024-01-24,19.72
2024-01-25,20.52
2024-01-26,20.56
2024-01-29,20.3
2024-01-30,20.12
2024-01-31,19.29
2024-02-01,19.29
2024-02-02,18.72
2024-02-05,18.28
2024-02-06,19.48
2024-02-07,19.86
2024-02-08,20.09
2024-02-19,20.3
2024-02-20,20.19
2024-02-21,20.4
2024-02-22,20.46
2024-02-23,20.54
2024-02-26,20.63
2024-02-27,20.8
2024-02-28,20.26
2024-02-29,20.83
2024-03-01,21.37
2024-03-04,21.29
2024-03-05,21.62
2024-03-06,21.74
2024-03-07,21.17
2024-03-08,21.24
2024-03-11,21.85
2024-03-12,22.23
2024-03-13,22.4
2024-03-14,21.85
2024-03-15,21.99
2024-03-18,22.55
2024-03-19,22.52
2024-03-20,22.35
2024-03-21,22.38
2024-03-22,21.81
2024-03-25,21.55
2024-03-26,21.58
2024-03-27,20.9
2024-03-28,21.5
2024-03-29,21.64
2024-04-01,21.84
2024-04-02,21.36
2024-04-03,20.9
2024-04-08,20.7
2024-04-09,20.79
2024-04-10,20.29
2024-04-11,20.23
2024-04-12,20.06
2024-04-15,20.69
2024-04-16,20.21
2024-04-17,20.67
2024-04-18,20.95
2024-04-19,21.36
2024-04-22,21.9
2024-04-23,21.52
2024-04-24,21.98
2024-04-25,21.86
2024-04-26,21.95
2024-04-29,22.49
2024-04-30,22.32
2024-05-06,22.32
2024-05-07,23.49
2024-05-08,23.21
2024-05-09,24.45
2024-05-10,24.3
2024-05-13,24.5
2024-05-14,24.39
2024-05-15,23.99
2024-05-16,23.9
2024-05-17,24.22
2024-05-20,24.94
2024-05-21,24.73
2024-05-22,24.44
2024-05-23,24.02
2024-05-24,23.55
2024-05-27,23.79
2024-05-28,24.13
2024-05-29,24.1
2024-05-30,24.34
2024-05-31,24.17
2024-06-03,24.01
2024-06-04,24.35

Indicator data:
Answer: -0.1999
Question: 江苏银行的MACD在2022年04月07日为多少？（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；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)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2
Data:
date,close
2021-11-02,6.48
2021-11-03,6.49
2021-11-04,6.34
2021-11-05,6.32
2021-11-08,6.17
2021-11-09,6.18
2021-11-10,6.15
2021-11-11,6.33
2021-11-12,6.38
2021-11-15,6.38
2021-11-16,6.29
2021-11-17,6.15
2021-11-18,6.12
2021-11-19,6.18
2021-11-22,6.07
2021-11-23,6.05
2021-11-24,6.01
2021-11-25,6.01
2021-11-26,5.94
2021-11-29,5.9
2021-11-30,5.89
2021-12-01,5.97
2021-12-02,5.97
2021-12-03,5.97
2021-12-06,6.01
2021-12-07,6.08
2021-12-08,6.03
2021-12-09,6.09
2021-12-10,6.03
2021-12-13,6.0
2021-12-14,5.91
2021-12-15,5.91
2021-12-16,5.92
2021-12-17,5.86
2021-12-20,5.73
2021-12-21,5.87
2021-12-22,5.83
2021-12-23,5.82
2021-12-24,5.78
2021-12-27,5.79
2021-12-28,5.81
2021-12-29,5.81
2021-12-30,5.81
2021-12-31,5.83
2022-01-04,5.97
2022-01-05,6.06
2022-01-06,6.04
2022-01-07,6.2
2022-01-10,6.24
2022-01-11,6.44
2022-01-12,6.58
2022-01-13,6.73
2022-01-14,6.47
2022-01-17,6.51
2022-01-18,6.74
2022-01-19,6.72
2022-01-20,6.85
2022-01-21,6.81
2022-01-24,6.83
2022-01-25,6.68
2022-01-26,6.72
2022-01-27,6.71
2022-01-28,6.58
2022-02-07,6.8
2022-02-08,6.88
2022-02-09,6.81
2022-02-10,6.91
2022-02-11,7.05
2022-02-14,6.78
2022-02-15,6.68
2022-02-16,6.75
2022-02-17,6.76
2022-02-18,6.92
2022-02-21,6.89
2022-02-22,6.84
2022-02-23,6.78
2022-02-24,6.66
2022-02-25,6.65
2022-02-28,6.65
2022-03-01,6.84
2022-03-02,6.83
2022-03-03,6.92
2022-03-04,6.94
2022-03-07,6.81
2022-03-08,6.61
2022-03-09,6.52
2022-03-10,6.69
2022-03-11,6.64
2022-03-14,6.37
2022-03-15,6.02
2022-03-16,6.26
2022-03-17,6.26
2022-03-18,6.49
2022-03-21,6.39
2022-03-22,6.61
2022-03-23,6.65
2022-03-24,6.79
2022-03-25,6.71
2022-03-28,6.72
2022-03-29,6.75
2022-03-30,6.81
2022-03-31,7.05
2022-04-01,7.32
2022-04-06,7.44
2022-04-07,7.3

Indicator data:
Answer: 0.1915
Question: 对于MACD，今世缘2024年10月21日的值是多少？（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；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)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2
Data:
date,close
2024-05-16,55.93
2024-05-17,57.6
2024-05-20,57.18
2024-05-21,56.64
2024-05-22,56.01
2024-05-23,54.44
2024-05-24,53.36
2024-05-27,54.13
2024-05-28,53.13
2024-05-29,53.45
2024-05-30,53.1
2024-05-31,53.04
2024-06-03,53.0
2024-06-04,53.4
2024-06-05,52.82
2024-06-06,52.43
2024-06-07,51.72
2024-06-11,51.27
2024-06-12,50.43
2024-06-13,49.65
2024-06-14,49.54
2024-06-17,49.05
2024-06-18,48.48
2024-06-19,48.01
2024-06-20,47.55
2024-06-21,47.66
2024-06-24,48.27
2024-06-25,48.19
2024-06-26,48.54
2024-06-27,47.45
2024-06-28,46.2
2024-07-01,46.37
2024-07-02,48.08
2024-07-03,47.95
2024-07-04,47.8
2024-07-05,47.22
2024-07-08,45.59
2024-07-09,46.24
2024-07-10,46.16
2024-07-11,47.86
2024-07-12,48.25
2024-07-15,48.15
2024-07-16,48.05
2024-07-17,49.75
2024-07-18,49.86
2024-07-19,51.03
2024-07-22,49.17
2024-07-23,46.55
2024-07-24,45.63
2024-07-25,46.4
2024-07-26,45.8
2024-07-29,43.3
2024-07-30,42.66
2024-07-31,44.2
2024-08-01,43.11
2024-08-02,42.95
2024-08-05,42.98
2024-08-06,43.65
2024-08-07,44.18
2024-08-08,46.3
2024-08-09,45.54
2024-08-12,45.14
2024-08-13,43.9
2024-08-14,43.22
2024-08-15,43.18
2024-08-16,42.99
2024-08-19,41.72
2024-08-20,41.21
2024-08-21,40.81
2024-08-22,39.39
2024-08-23,39.2
2024-08-26,38.06
2024-08-27,37.55
2024-08-28,37.4
2024-08-29,38.02
2024-08-30,39.16
2024-09-02,38.57
2024-09-03,39.22
2024-09-04,38.91
2024-09-05,39.03
2024-09-06,38.61
2024-09-09,38.06
2024-09-10,38.12
2024-09-11,37.68
2024-09-12,36.67
2024-09-13,35.59
2024-09-18,36.06
2024-09-19,37.4
2024-09-20,37.62
2024-09-23,38.27
2024-09-24,39.82
2024-09-25,39.0
2024-09-26,42.9
2024-09-27,46.85
2024-09-30,51.54
2024-10-08,54.53
2024-10-09,49.08
2024-10-10,48.51
2024-10-11,46.28
2024-10-14,47.64
2024-10-15,45.8
2024-10-16,45.28
2024-10-17,44.25
2024-10-18,45.49
2024-10-21,45.93

Indicator data:
Answer: -0.1956
Question: 计算用友网络2024年02月06日的MACD的值。（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；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)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2
Data:
date,close
2023-09-04,18.1
2023-09-05,17.88
2023-09-06,17.84
2023-09-07,17.32
2023-09-08,17.12
2023-09-11,17.36
2023-09-12,17.51
2023-09-13,17.02
2023-09-14,16.8
2023-09-15,16.89
2023-09-18,17.09
2023-09-19,16.73
2023-09-20,16.6
2023-09-21,16.39
2023-09-22,16.86
2023-09-25,16.32
2023-09-26,16.44
2023-09-27,16.54
2023-09-28,16.62
2023-10-09,16.88
2023-10-10,16.76
2023-10-11,17.3
2023-10-12,17.24
2023-10-13,17.0
2023-10-16,16.59
2023-10-17,16.71
2023-10-18,16.32
2023-10-19,16.03
2023-10-20,15.36
2023-10-23,15.27
2023-10-24,15.37
2023-10-25,15.48
2023-10-26,15.68
2023-10-27,16.14
2023-10-30,16.43
2023-10-31,16.37
2023-11-01,16.27
2023-11-02,16.18
2023-11-03,16.55
2023-11-06,17.16
2023-11-07,17.17
2023-11-08,17.52
2023-11-09,17.29
2023-11-10,17.13
2023-11-13,17.43
2023-11-14,17.57
2023-11-15,17.65
2023-11-16,17.45
2023-11-17,17.47
2023-11-20,17.87
2023-11-21,17.77
2023-11-22,17.6
2023-11-23,17.68
2023-11-24,17.31
2023-11-27,17.22
2023-11-28,17.08
2023-11-29,16.89
2023-11-30,16.71
2023-12-01,17.16
2023-12-04,17.31
2023-12-05,16.67
2023-12-06,16.85
2023-12-07,17.24
2023-12-08,17.94
2023-12-11,18.06
2023-12-12,18.1
2023-12-13,18.01
2023-12-14,18.12
2023-12-15,17.81
2023-12-18,17.58
2023-12-19,17.73
2023-12-20,17.05
2023-12-21,17.29
2023-12-22,17.09
2023-12-25,16.78
2023-12-26,16.7
2023-12-27,16.61
2023-12-28,17.48
2023-12-29,17.79
2024-01-02,17.4
2024-01-03,17.28
2024-01-04,16.91
2024-01-05,16.49
2024-01-08,15.76
2024-01-09,15.31
2024-01-10,15.03
2024-01-11,14.93
2024-01-12,14.05
2024-01-15,13.9
2024-01-16,13.53
2024-01-17,13.2
2024-01-18,13.38
2024-01-19,13.16
2024-01-22,12.6
2024-01-23,12.9
2024-01-24,12.67
2024-01-25,12.96
2024-01-26,12.66
2024-01-29,12.33
2024-01-30,11.91
2024-01-31,11.19
2024-02-01,11.21
2024-02-02,10.71
2024-02-05,9.92
2024-02-06,10.64

Indicator data:
Answer: -0.3066
Question: 昆仑万维2023年05月25日的抛物线SAR的值是？（初始alpha=0.02，步长0.02，最大值0.20；从前10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: SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af
Data:
date,high,low,close
2023-05-11,61.5,58.02,58.19
2023-05-12,59.88,56.75,57.3
2023-05-15,60.69,57.1,60.35
2023-05-16,62.58,54.11,54.78
2023-05-17,56.3,51.95,54.05
2023-05-18,60.48,53.78,58.7
2023-05-19,58.6,52.88,53.45
2023-05-22,54.24,51.74,52.86
2023-05-23,53.3,50.8,51.24
2023-05-24,53.19,50.78,52.36
2023-05-25,53.42,47.69,50.8

Indicator data:
Answer: 50.78
Question: 2023年11月21日，德业股份的抛物线SAR是多少？（初始alpha=0.02，步长0.02，最大值0.20；从前10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: SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af
Data:
date,high,low,close
2023-11-07,74.74,72.7,74.45
2023-11-08,75.78,73.6,74.86
2023-11-09,76.6,74.18,75.05
2023-11-10,74.66,73.25,73.94
2023-11-13,75.18,73.7,74.38
2023-11-14,74.78,72.68,73.41
2023-11-15,76.6,74.41,74.92
2023-11-16,74.65,72.14,72.18
2023-11-17,73.48,71.7,72.85
2023-11-20,74.2,71.39,72.94
2023-11-21,73.42,70.9,71.2

Indicator data:
Answer: 74.2
Question: 民生银行的抛物线SAR在2024年02月01日为多少？（初始alpha=0.02，步长0.02，最大值0.20；从前10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: SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af
Data:
date,high,low,close
2024-01-18,3.82,3.65,3.75
2024-01-19,3.78,3.7,3.77
2024-01-22,3.81,3.72,3.74
2024-01-23,3.76,3.69,3.74
2024-01-24,3.84,3.75,3.83
2024-01-25,3.89,3.83,3.88
2024-01-26,4.0,3.89,4.0
2024-01-29,4.03,3.95,3.98
2024-01-30,4.01,3.93,3.96
2024-01-31,3.98,3.91,3.95
2024-02-01,3.96,3.89,3.92

Indicator data:
Answer: 3.8198
Question: 对于抛物线SAR，招商轮船2020年06月09日的值是多少？（初始alpha=0.02，步长0.02，最大值0.20；从前10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: SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af
Data:
date,high,low,close
2020-05-26,5.83,5.69,5.82
2020-05-27,5.8,5.64,5.7
2020-05-28,6.05,5.8,5.88
2020-05-29,5.92,5.72,5.92
2020-06-01,6.05,5.88,6.0
2020-06-02,6.05,5.93,5.99
2020-06-03,6.01,5.88,5.9
2020-06-04,5.97,5.75,5.8
2020-06-05,5.88,5.76,5.85
2020-06-08,5.94,5.83,5.86
2020-06-09,6.19,5.9,6.13

Indicator data:
Answer: 5.94
Question: 计算中信特钢2020年04月17日的抛物线SAR的值。（初始alpha=0.02，步长0.02，最大值0.20；从前10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: SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af
Data:
date,high,low,close
2020-04-02,25.7,24.73,25.68
2020-04-03,26.8,25.63,26.51
2020-04-07,27.26,26.67,27.13
2020-04-08,27.5,26.9,27.33
2020-04-09,27.65,27.15,27.21
2020-04-10,27.45,26.62,26.69
2020-04-13,26.95,26.54,26.74
2020-04-14,27.43,26.75,27.25
2020-04-15,27.38,26.74,26.75
2020-04-16,27.0,26.33,26.79
2020-04-17,27.11,26.62,26.78

Indicator data:
Answer: 26.0379
Question: 青岛港2024年07月23日的随机RSI的值是？（标准版：周期14；从前27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: RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})
Data:
date,close
2024-06-11,8.5
2024-06-12,8.58
2024-06-13,8.58
2024-06-14,8.74
2024-06-17,8.81
2024-06-18,9.03
2024-06-19,8.98
2024-06-20,9.32
2024-06-21,9.34
2024-06-24,9.2
2024-06-25,9.25
2024-06-26,9.24
2024-06-27,9.31
2024-06-28,9.56
2024-07-01,9.67
2024-07-02,9.64
2024-07-03,9.6
2024-07-04,9.7
2024-07-05,9.66
2024-07-08,9.61
2024-07-09,9.89
2024-07-15,9.43
2024-07-16,9.5
2024-07-17,9.22
2024-07-18,9.43
2024-07-19,9.32
2024-07-22,9.31
2024-07-23,9.35

Indicator data:
Answer: 0.0
Question: 2025年04月18日，潞安环能的随机RSI是多少？（标准版：周期14；从前27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: RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})
Data:
date,close
2025-03-11,12.2
2025-03-12,12.2
2025-03-13,12.76
2025-03-14,12.68
2025-03-17,12.76
2025-03-18,12.65
2025-03-19,12.58
2025-03-20,12.49
2025-03-21,12.51
2025-03-24,12.4
2025-03-25,12.6
2025-03-26,12.73
2025-03-27,12.5
2025-03-28,12.17
2025-03-31,12.03
2025-04-01,12.27
2025-04-02,12.24
2025-04-03,12.27
2025-04-07,11.15
2025-04-08,11.61
2025-04-09,11.56
2025-04-10,11.64
2025-04-11,11.54
2025-04-14,11.78
2025-04-15,11.61
2025-04-16,11.59
2025-04-17,11.56
2025-04-18,11.42

Indicator data:
Answer: 0.5078
Question: 中泰证券的随机RSI在2025年11月04日为多少？（标准版：周期14；从前27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: RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})
Data:
date,close
2025-09-18,6.88
2025-09-19,6.82
2025-09-22,6.83
2025-09-23,6.75
2025-09-24,6.87
2025-09-25,6.8
2025-09-26,6.81
2025-09-29,7.03
2025-09-30,6.95
2025-10-09,7.15
2025-10-10,7.14
2025-10-13,7.1
2025-10-14,7.07
2025-10-15,7.07
2025-10-16,7.02
2025-10-17,6.86
2025-10-20,6.87
2025-10-21,6.91
2025-10-22,6.88
2025-10-23,6.92
2025-10-24,6.95
2025-10-27,6.99
2025-10-28,6.96
2025-10-29,7.06
2025-10-30,6.99
2025-10-31,6.98
2025-11-03,6.92
2025-11-04,6.89

Indicator data:
Answer: 0.0
Question: 对于随机RSI，四川路桥2025年01月14日的值是多少？（标准版：周期14；从前27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: RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})
Data:
date,close
2024-12-05,7.61
2024-12-06,7.72
2024-12-09,7.71
2024-12-10,7.65
2024-12-11,7.62
2024-12-12,7.56
2024-12-13,7.4
2024-12-16,7.38
2024-12-17,7.41
2024-12-18,7.44
2024-12-19,7.54
2024-12-20,7.55
2024-12-23,7.43
2024-12-24,7.48
2024-12-25,7.37
2024-12-26,7.3
2024-12-27,7.29
2024-12-30,7.34
2024-12-31,7.28
2025-01-02,7.13
2025-01-03,7.08
2025-01-06,7.24
2025-01-07,7.21
2025-01-08,7.36
2025-01-09,7.3
2025-01-10,7.08
2025-01-13,7.08
2025-01-14,7.16

Indicator data:
Answer: 0.5317
Question: 计算洋河股份2024年12月05日的随机RSI的值。（标准版：周期14；从前27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: RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})
Data:
date,close
2024-10-29,85.38
2024-10-30,84.63
2024-10-31,80.39
2024-11-01,80.52
2024-11-04,82.67
2024-11-05,86.15
2024-11-06,87.91
2024-11-07,93.95
2024-11-08,91.85
2024-11-11,89.95
2024-11-12,89.23
2024-11-13,89.32
2024-11-14,89.96
2024-11-15,89.45
2024-11-18,87.53
2024-11-19,87.2
2024-11-20,87.36
2024-11-21,87.16
2024-11-22,84.5
2024-11-25,84.25
2024-11-26,84.42
2024-11-27,85.43
2024-11-28,85.09
2024-11-29,85.75
2024-12-02,86.94
2024-12-03,86.4
2024-12-04,85.46
2024-12-05,85.12

Indicator data:
Answer: 0.2712
Question: 正泰电器2022年08月10日的百分比价格振荡的值是？（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: PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100
Data:
date,close
2022-03-09,45.98
2022-03-10,46.3
2022-03-11,45.5
2022-03-14,43.55
2022-03-15,42.48
2022-03-16,43.28
2022-03-17,42.99
2022-03-18,42.0
2022-03-21,43.83
2022-03-22,43.88
2022-03-23,44.28
2022-03-24,42.97
2022-03-25,40.87
2022-03-28,40.06
2022-03-29,38.63
2022-03-30,41.25
2022-03-31,39.58
2022-04-01,39.37
2022-04-06,38.3
2022-04-07,37.44
2022-04-08,36.65
2022-04-11,35.06
2022-04-12,34.31
2022-04-13,33.34
2022-04-14,32.6
2022-04-15,33.49
2022-04-18,35.41
2022-04-19,34.74
2022-04-20,33.74
2022-04-21,32.35
2022-04-22,31.69
2022-04-25,29.39
2022-04-26,28.47
2022-04-27,30.0
2022-04-28,31.0
2022-04-29,32.69
2022-05-05,33.21
2022-05-06,32.17
2022-05-09,32.75
2022-05-10,33.59
2022-05-11,35.24
2022-05-12,35.21
2022-05-13,34.81
2022-05-16,33.98
2022-05-17,34.99
2022-05-18,35.45
2022-05-19,36.26
2022-05-20,35.62
2022-05-23,35.65
2022-05-24,34.38
2022-05-25,34.95
2022-05-26,34.9
2022-05-27,34.16
2022-05-30,34.1
2022-05-31,36.67
2022-06-01,36.2
2022-06-02,36.89
2022-06-06,37.94
2022-06-07,37.44
2022-06-08,36.1
2022-06-09,35.0
2022-06-10,35.28
2022-06-13,35.55
2022-06-14,33.99
2022-06-15,33.97
2022-06-16,34.19
2022-06-17,35.24
2022-06-20,36.13
2022-06-21,35.86
2022-06-22,35.33
2022-06-23,37.2
2022-06-24,37.28
2022-06-27,37.17
2022-06-28,37.29
2022-06-29,35.34
2022-06-30,35.78
2022-07-01,35.31
2022-07-04,36.26
2022-07-05,38.1
2022-07-06,38.0
2022-07-07,37.52
2022-07-08,36.64
2022-07-11,34.8
2022-07-12,33.88
2022-07-13,34.39
2022-07-14,37.83
2022-07-15,39.95
2022-07-18,40.4
2022-07-19,39.24
2022-07-20,39.1
2022-07-21,38.1
2022-07-22,37.5
2022-07-25,36.58
2022-07-26,36.95
2022-07-27,37.88
2022-07-28,36.53
2022-07-29,36.7
2022-08-01,35.95
2022-08-02,34.34
2022-08-03,33.77
2022-08-04,34.06
2022-08-05,35.07
2022-08-08,35.3
2022-08-09,35.07
2022-08-10,34.86

Indicator data:
Answer: -1.4733
Question: 2022年02月23日，交通银行的百分比价格振荡是多少？（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: PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100
Data:
date,close
2021-09-13,4.61
2021-09-14,4.54
2021-09-15,4.54
2021-09-16,4.51
2021-09-17,4.5
2021-09-22,4.45
2021-09-23,4.5
2021-09-24,4.48
2021-09-27,4.46
2021-09-28,4.49
2021-09-29,4.49
2021-09-30,4.5
2021-10-08,4.55
2021-10-11,4.57
2021-10-12,4.57
2021-10-13,4.56
2021-10-14,4.54
2021-10-15,4.55
2021-10-18,4.52
2021-10-19,4.53
2021-10-20,4.52
2021-10-21,4.56
2021-10-22,4.55
2021-10-25,4.56
2021-10-26,4.54
2021-10-27,4.52
2021-10-28,4.51
2021-10-29,4.52
2021-11-01,4.69
2021-11-02,4.56
2021-11-03,4.57
2021-11-04,4.6
2021-11-05,4.62
2021-11-08,4.63
2021-11-09,4.63
2021-11-10,4.59
2021-11-11,4.66
2021-11-12,4.63
2021-11-15,4.66
2021-11-16,4.65
2021-11-17,4.63
2021-11-18,4.61
2021-11-19,4.65
2021-11-22,4.63
2021-11-23,4.64
2021-11-24,4.63
2021-11-25,4.62
2021-11-26,4.59
2021-11-29,4.58
2021-11-30,4.57
2021-12-01,4.6
2021-12-02,4.61
2021-12-03,4.62
2021-12-06,4.62
2021-12-07,4.64
2021-12-08,4.61
2021-12-09,4.63
2021-12-10,4.61
2021-12-13,4.57
2021-12-14,4.54
2021-12-15,4.52
2021-12-16,4.54
2021-12-17,4.53
2021-12-20,4.53
2021-12-21,4.55
2021-12-22,4.54
2021-12-23,4.55
2021-12-24,4.55
2021-12-27,4.57
2021-12-28,4.58
2021-12-29,4.59
2021-12-30,4.6
2021-12-31,4.61
2022-01-04,4.62
2022-01-05,4.66
2022-01-06,4.65
2022-01-07,4.73
2022-01-10,4.75
2022-01-11,4.78
2022-01-12,4.76
2022-01-13,4.81
2022-01-14,4.73
2022-01-17,4.7
2022-01-18,4.8
2022-01-19,4.8
2022-01-20,4.83
2022-01-21,4.81
2022-01-24,4.78
2022-01-25,4.74
2022-01-26,4.82
2022-01-27,4.79
2022-01-28,4.74
2022-02-07,4.87
2022-02-08,4.94
2022-02-09,4.92
2022-02-10,4.98
2022-02-11,5.01
2022-02-14,4.92
2022-02-15,4.88
2022-02-16,4.94
2022-02-17,4.93
2022-02-18,4.99
2022-02-21,4.97
2022-02-22,4.95
2022-02-23,4.91

Indicator data:
Answer: 1.2575
Question: 同花顺的百分比价格振荡在2025年12月17日为多少？（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: PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100
Data:
date,close
2025-07-16,275.01
2025-07-17,275.0
2025-07-18,275.09
2025-07-21,276.95
2025-07-22,282.52
2025-07-23,287.51
2025-07-24,294.47
2025-07-25,289.12
2025-07-28,292.19
2025-07-29,294.2
2025-07-30,292.77
2025-07-31,283.6
2025-08-01,290.9
2025-08-04,288.52
2025-08-05,293.27
2025-08-06,292.7
2025-08-07,291.74
2025-08-08,286.8
2025-08-11,307.62
2025-08-12,318.05
2025-08-13,323.8
2025-08-14,315.81
2025-08-15,367.2
2025-08-18,404.9
2025-08-19,389.28
2025-08-20,386.5
2025-08-21,380.56
2025-08-22,400.82
2025-08-25,398.35
2025-08-26,402.0
2025-08-27,400.17
2025-08-28,407.2
2025-08-29,413.14
2025-09-01,397.41
2025-09-02,383.96
2025-09-03,372.02
2025-09-04,360.09
2025-09-05,361.5
2025-09-08,343.6
2025-09-09,348.0
2025-09-10,351.4
2025-09-11,367.41
2025-09-12,365.11
2025-09-15,370.88
2025-09-16,376.03
2025-09-17,390.42
2025-09-18,366.91
2025-09-19,360.62
2025-09-22,369.01
2025-09-23,358.96
2025-09-24,363.59
2025-09-25,367.0
2025-09-26,359.9
2025-09-29,379.6
2025-09-30,371.77
2025-10-09,380.29
2025-10-10,366.18
2025-10-13,360.0
2025-10-14,350.9
2025-10-15,356.5
2025-10-16,355.22
2025-10-17,340.15
2025-10-20,347.59
2025-10-21,352.54
2025-10-22,351.01
2025-10-23,356.29
2025-10-24,361.89
2025-10-27,362.09
2025-10-28,366.98
2025-10-29,387.2
2025-10-30,367.08
2025-10-31,363.26
2025-11-03,358.89
2025-11-04,352.01
2025-11-05,353.22
2025-11-06,360.11
2025-11-07,350.08
2025-11-10,356.67
2025-11-11,346.69
2025-11-12,332.44
2025-11-13,339.6
2025-11-14,331.5
2025-11-17,329.83
2025-11-18,331.02
2025-11-19,331.71
2025-11-20,323.92
2025-11-21,314.75
2025-11-24,319.5
2025-11-25,320.01
2025-11-26,321.88
2025-11-27,319.39
2025-11-28,321.2
2025-12-01,325.98
2025-12-02,317.17
2025-12-03,315.41
2025-12-04,316.3
2025-12-05,328.81
2025-12-08,330.07
2025-12-09,324.31
2025-12-10,324.97
2025-12-11,315.2
2025-12-12,316.94
2025-12-15,309.0
2025-12-16,307.06
2025-12-17,316.64

Indicator data:
Answer: -2.1888
Question: 对于百分比价格振荡，中微公司2020年04月21日的值是多少？（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: PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100
Data:
date,close
2019-11-15,70.4
2019-11-18,69.98
2019-11-19,72.45
2019-11-20,71.8
2019-11-21,70.78
2019-11-22,68.57
2019-11-25,65.15
2019-11-26,65.06
2019-11-27,66.66
2019-11-28,67.37
2019-11-29,66.81
2019-12-02,66.9
2019-12-03,65.0
2019-12-04,70.48
2019-12-05,71.7
2019-12-06,74.8
2019-12-09,78.4
2019-12-10,79.45
2019-12-11,78.04
2019-12-12,82.61
2019-12-13,83.0
2019-12-16,83.3
2019-12-17,83.32
2019-12-18,84.16
2019-12-19,79.9
2019-12-20,79.02
2019-12-23,75.41
2019-12-24,79.1
2019-12-25,89.0
2019-12-26,91.4
2019-12-27,95.0
2019-12-30,93.31
2019-12-31,92.4
2020-01-02,103.85
2020-01-03,103.96
2020-01-06,103.06
2020-01-07,107.0
2020-01-08,117.97
2020-01-09,118.08
2020-01-10,115.5
2020-01-13,134.0
2020-01-14,135.01
2020-01-15,147.0
2020-01-16,171.01
2020-01-17,196.01
2020-01-20,177.61
2020-01-21,170.55
2020-01-22,200.9
2020-01-23,183.38
2020-02-03,150.3
2020-02-04,177.66
2020-02-05,179.21
2020-02-06,183.0
2020-02-07,195.66
2020-02-10,193.11
2020-02-11,204.0
2020-02-12,205.6
2020-02-13,216.0
2020-02-14,205.1
2020-02-17,205.48
2020-02-18,210.0
2020-02-19,203.07
2020-02-20,192.4
2020-02-21,192.99
2020-02-24,197.33
2020-02-25,216.25
2020-02-26,195.0
2020-02-27,180.21
2020-02-28,161.6
2020-03-02,160.0
2020-03-03,165.89
2020-03-04,154.3
2020-03-05,158.31
2020-03-06,152.73
2020-03-09,140.12
2020-03-10,156.6
2020-03-11,149.45
2020-03-12,151.35
2020-03-13,165.93
2020-03-16,168.0
2020-03-17,174.24
2020-03-18,163.03
2020-03-19,165.3
2020-03-20,160.57
2020-03-23,138.18
2020-03-24,142.0
2020-03-25,144.8
2020-03-26,140.03
2020-03-27,140.42
2020-03-30,136.81
2020-03-31,137.8
2020-04-01,139.0
2020-04-02,151.2
2020-04-03,146.5
2020-04-07,149.63
2020-04-08,148.8
2020-04-09,145.75
2020-04-10,137.38
2020-04-13,137.2
2020-04-14,141.6
2020-04-15,150.86
2020-04-16,152.86
2020-04-17,161.0
2020-04-20,161.13
2020-04-21,154.0

Indicator data:
Answer: -0.4542
Question: 计算中远海能2021年06月16日的百分比价格振荡的值。（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: PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100
Data:
date,close
2021-01-07,6.93
2021-01-08,6.99
2021-01-11,6.7
2021-01-12,6.93
2021-01-13,7.34
2021-01-14,7.26
2021-01-15,7.06
2021-01-18,7.33
2021-01-19,7.14
2021-01-20,7.04
2021-01-21,7.09
2021-01-22,7.22
2021-01-25,7.06
2021-01-26,7.18
2021-01-27,7.03
2021-01-28,6.5
2021-01-29,6.36
2021-02-01,6.3
2021-02-02,6.31
2021-02-03,6.18
2021-02-04,6.03
2021-02-05,6.05
2021-02-08,6.07
2021-02-09,6.23
2021-02-10,6.17
2021-02-18,6.41
2021-02-19,6.5
2021-02-22,6.57
2021-02-23,6.45
2021-02-24,6.48
2021-02-25,6.52
2021-02-26,6.33
2021-03-01,6.33
2021-03-02,6.25
2021-03-03,6.35
2021-03-04,6.48
2021-03-05,6.52
2021-03-08,6.45
2021-03-09,6.67
2021-03-10,6.45
2021-03-11,6.68
2021-03-12,6.61
2021-03-15,6.64
2021-03-16,6.61
2021-03-17,6.69
2021-03-18,6.65
2021-03-19,6.6
2021-03-22,6.63
2021-03-23,6.48
2021-03-24,6.33
2021-03-25,6.37
2021-03-26,6.41
2021-03-29,6.46
2021-03-30,6.47
2021-03-31,6.64
2021-04-01,6.58
2021-04-02,6.46
2021-04-06,6.43
2021-04-07,7.0
2021-04-08,6.62
2021-04-09,6.63
2021-04-12,6.48
2021-04-13,6.45
2021-04-14,6.47
2021-04-15,6.39
2021-04-16,6.51
2021-04-19,6.51
2021-04-20,6.45
2021-04-21,6.34
2021-04-22,6.36
2021-04-23,6.29
2021-04-26,6.24
2021-04-27,6.29
2021-04-28,6.25
2021-04-29,6.34
2021-04-30,6.09
2021-05-06,6.18
2021-05-07,6.3
2021-05-10,6.38
2021-05-11,6.32
2021-05-12,6.31
2021-05-13,6.26
2021-05-14,6.27
2021-05-17,6.31
2021-05-18,6.28
2021-05-19,6.24
2021-05-20,6.13
2021-05-21,6.23
2021-05-24,6.18
2021-05-25,6.2
2021-05-26,6.2
2021-05-27,6.14
2021-05-28,6.18
2021-05-31,6.11
2021-06-01,6.13
2021-06-02,6.14
2021-06-03,6.11
2021-06-04,6.07
2021-06-07,6.07
2021-06-08,6.07
2021-06-09,6.04
2021-06-10,6.22
2021-06-11,6.13
2021-06-15,6.06
2021-06-16,5.99

Indicator data:
Answer: -1.0036
Question: 传音控股2023年08月01日的真实波幅的值是？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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)
Data:
date,high,low,close
2023-07-31,124.18,120.68,122.73
2023-08-01,128.05,121.0,127.13

Indicator data:
Answer: 7.05
Question: 2023年02月16日，东方盛虹的真实波幅是多少？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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)
Data:
date,high,low,close
2023-02-15,16.29,15.69,15.78
2023-02-16,15.84,15.09,15.26

Indicator data:
Answer: 0.75
Question: 润泽科技的真实波幅在2021年12月31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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)
Data:
date,high,low,close
2021-12-30,44.3,43.2,43.45
2021-12-31,43.48,41.9,42.86

Indicator data:
Answer: 1.58
Question: 对于真实波幅，招商轮船2020年02月28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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)
Data:
date,high,low,close
2020-02-27,5.46,5.3,5.33
2020-02-28,5.26,5.03,5.06

Indicator data:
Answer: 0.3
Question: 计算中国交建2023年02月22日的真实波幅的值。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: TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)
Data:
date,high,low,close
2023-02-21,9.38,9.15,9.3
2023-02-22,9.5,9.22,9.38

Indicator data:
Answer: 0.28
Question: 华泰证券2024年10月30日的蔡金波动率的值是？（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
2024-08-12,12.98,12.83
2024-08-13,12.92,12.74
2024-08-14,12.93,12.77
2024-08-15,13.05,12.73
2024-08-16,12.59,12.43
2024-08-19,12.63,12.45
2024-08-20,12.59,12.44
2024-08-21,12.58,12.37
2024-08-22,12.49,12.2
2024-08-23,12.49,12.2
2024-08-26,12.54,12.41
2024-08-27,12.49,12.3
2024-08-28,12.4,12.25
2024-08-29,12.53,12.34
2024-08-30,12.76,12.35
2024-09-02,12.74,12.42
2024-09-03,12.57,12.34
2024-09-04,12.52,12.37
2024-09-05,12.63,12.38
2024-09-06,13.05,12.75
2024-09-09,12.95,12.73
2024-09-10,12.88,12.67
2024-09-11,13.0,12.76
2024-09-12,12.97,12.82
2024-09-13,13.0,12.8
2024-09-18,12.9,12.71
2024-09-19,13.22,12.79
2024-09-20,13.06,12.94
2024-09-23,13.16,12.96
2024-09-24,13.77,13.11
2024-09-25,14.46,14.0
2024-09-26,14.73,14.01
2024-09-27,16.0,14.85
2024-09-30,17.6,16.89
2024-10-08,19.36,18.9
2024-10-09,19.9,17.79
2024-10-10,18.38,16.86
2024-10-11,17.5,16.83
2024-10-14,17.19,16.48
2024-10-15,17.04,16.27
2024-10-16,16.71,16.0
2024-10-17,17.07,16.33
2024-10-18,18.15,16.33
2024-10-21,17.49,16.96
2024-10-22,17.52,17.19
2024-10-23,17.64,17.29
2024-10-24,17.37,17.09
2024-10-25,17.38,17.09
2024-10-28,17.34,17.07
2024-10-29,17.62,17.15
2024-10-30,17.57,17.11

Indicator data:
Answer: -0.3914
Question: 2025年02月25日，恒立液压的蔡金波动率是多少？（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
2024-12-06,55.38,52.88
2024-12-09,58.65,54.81
2024-12-10,59.63,57.6
2024-12-11,61.35,57.0
2024-12-12,57.33,56.01
2024-12-13,56.7,54.68
2024-12-16,55.41,53.31
2024-12-17,54.17,53.02
2024-12-18,54.08,52.89
2024-12-19,53.31,52.11
2024-12-20,53.49,52.54
2024-12-23,53.96,52.24
2024-12-24,52.7,51.86
2024-12-25,52.8,52.0
2024-12-26,54.21,52.05
2024-12-27,54.18,52.72
2024-12-30,54.1,52.71
2024-12-31,53.74,52.52
2025-01-02,53.25,51.05
2025-01-03,51.72,50.03
2025-01-06,50.55,49.82
2025-01-07,50.68,49.89
2025-01-08,51.11,49.7
2025-01-09,52.39,50.16
2025-01-10,54.09,51.49
2025-01-13,53.07,51.71
2025-01-14,54.98,51.16
2025-01-15,55.25,53.63
2025-01-16,59.65,59.11
2025-01-17,63.28,59.0
2025-01-20,65.88,61.4
2025-01-21,65.66,61.25
2025-01-22,66.0,63.0
2025-01-23,64.29,61.7
2025-01-24,63.89,61.2
2025-01-27,63.48,62.09
2025-02-05,64.95,62.14
2025-02-06,68.82,62.82
2025-02-07,68.5,65.57
2025-02-10,66.13,63.98
2025-02-11,66.3,64.15
2025-02-12,66.71,64.51
2025-02-13,65.89,62.84
2025-02-14,69.25,63.0
2025-02-17,72.1,68.95
2025-02-18,75.49,69.3
2025-02-19,78.91,70.99
2025-02-20,86.8,78.18
2025-02-21,85.72,80.45
2025-02-24,85.06,80.66
2025-02-25,82.7,78.1

Indicator data:
Answer: 0.782