20251106发版
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workpc
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.gitignore
vendored
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.gitignore
vendored
@ -10,7 +10,11 @@ __pycache__/
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# Distribution / packaging
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.Python
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build/
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*dataset/
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dataset/
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yuanyoudataset/
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yuanyouzhoududataset/
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yuanyouyuedudataset/
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juxitingdataset/
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logs/
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develop-eggs/
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dist/
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@ -58,7 +62,6 @@ cover/
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*.mo
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*.pot
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*.pdf
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*.png
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# Django stuff:
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*.log
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local_settings.py
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@ -141,5 +144,4 @@ dmypy.json
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# Cython debug symbols
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cython_debug/
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这是同步的git项目.txt
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.vscode/launch.json
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这是同步的git项目.txt
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basedataset/best_modelnames.txt
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basedataset/best_modelnames.txt
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TFT,PatchTST,MLP,NHITS,NLinear
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basedataset/jbsh_yuanyou.db
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basedataset/jbsh_yuanyou.db
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basedataset/model_introduction.txt
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basedataset/model_introduction.txt
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NHITS--一种基于神经网络的时间序列预测模型，利用了门控线性单元（GLU）来处理序列数据。
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Informer--一种高效的时间序列预测模型，特别设计用于长序列数据，通过减少自注意力机制中的计算复杂度。
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LSTM--一种经典的循环神经网络（RNN）变体，能够学习长期依赖关系，广泛应用于序列学习任务。
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iTransformer--结合了注意力机制和循环结构的模型，旨在提高序列到序列任务的性能。
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TSMixer--一种混合模型，结合了传统统计方法和深度学习技术，用于时间序列预测。
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TSMixerx--是TSMixer的扩展或改进版本，具体细节可能依赖于特定的研究或应用领域。
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PatchTST--基于Transformer架构的时间序列分析模型，将序列分割成多个“patch”进行处理。
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RNN--一种用于处理序列数据的基本神经网络模型，可以记住先前的信息并应用于后续输入。
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GRU--RNN的一种变体，比LSTM更简单但同样有效，用于处理序列数据。
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TCN--使用一维卷积层处理时间序列数据，能够捕捉局部和全局的依赖关系。
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DeepAR--亚马逊开发的基于RNN的时间序列预测模型，使用自动回归框架，可以处理多变量序列。
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BiTCN--双向TCN，结合了双向信息流以增强模型对序列的理解。
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DilatedRNN--利用膨胀卷积的RNN变体，能够扩大感受野而不增加参数数量。
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MLP--一种基本的前馈神经网络，尽管在处理序列数据时不是最优选择，但在某些场景下仍有效。
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DLinear--一个轻量级的模型，专门用于时间序列预测，避免了复杂的神经网络结构。
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NLinear--类似于DLinear，是一个简单线性模型的扩展，用于时间序列预测。
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TFT--一种高度可配置的Transformer模型，专为处理具有多个时间序列的复杂问题而设计。
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FEDformer--结合了频域和时域特征的Transformer模型，提高了时间序列预测的精度。
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StemGNN--一种基于图神经网络（GNN）的方法，用于处理具有图形结构的时间序列数据。
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MLPMultivariate--基于多层感知机（MLP）的模型，用于处理多变量时间序列预测。
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TiDE--一种基于深度学习的时间序列异常检测模型。
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DeepNPT--深度神经网络时间序列预测技术，可能是一种特定的模型或框架，用于时间序列分析。
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basedataset/数据项下载.xls
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basedataset/数据项下载.xls
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basedataset/特征处理后的指标名称及分类.csv
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basedataset/特征处理后的指标名称及分类.csv
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指标分类,指标名称,指标id,频度,指标来源,来源id,最后更新时间,更新周期,预警日期,停更周期,单位
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同花顺数据,美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值,S018088223,周度,同花顺,1,2025-05-16,Friday,2025-05-30,1,%
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同花顺数据,美国:炼油厂的投入与使用情况:开工率:当周值,S006848199,周度,同花顺,1,2025-05-16,Friday,2025-05-30,1,%
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同花顺数据,美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值,S018088239,周度,同花顺,1,2025-05-16,Friday,2025-05-30,1,%
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需求,DOE-美国汽油产量超季节性/3年,C2408141037137254,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,千桶/日
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需求,美墨湾炼厂加工WTI原油CDU利润,FWTIM1 Index,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
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需求,美墨湾炼厂加工WTI原油CDU利润 M2,FWTIM2 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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需求,西北欧炼厂加工Brent原油FCC利润,FBFCM1 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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需求,美墨湾炼厂加工WTI原油HSK利润,FWHKM1 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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需求,新加坡炼厂加工Dubai原油FCC利润,FDFCM1 Index,日度,彭博,3,2025-05-27,每天,2025-05-30,2,美元/桶
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需求,美国汽油单一利润（Topping）,fcclm1 index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,US Comparative Inventory映射WTI连1合约价格,C2505281653570323,日度,残差分析,99,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,RBOB&HO近12月合约均价532裂解,C2408201823572581,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,RBOB近12月合约均价裂解,C2408201822287211,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,HO近12月合约均价裂解,C2408201821322431,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,HO近12月合约均价,C2408201818344798,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,RBOB近12月合约均价,C2408201744404563,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,布油近12月合约均价,C2408201715530941,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,SC连2-连3月差,C2406118287,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,SC连1-连6,C2406112651,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,SC连1-连3月差,C2406119715,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,HO连1-连6,C2406118600,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,HO连1-连3,C2406115795,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,Oman连2-连3月差,C2406113599,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,WTI c1-c6,C2404198206,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,WTI c1-c3,C2404191146,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,Brent c1-c9,C2404197375,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,Brent c1-c6,C2404199738,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,Brent c1-c3,C2404194834,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,Brent c1-c2,C2404196642,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,Dubai连1合约价格,fsdum1 index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,Dubai连1-连4月差,C2210180460,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,印度原油连1合约价格,U61 Comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,印度卢比/桶
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期货市场,ICE轻柴油连4合约价格,qs4 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/公吨
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期货市场,WTI连1合约价格,CL1 Comdty,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,SC/ZC（活跃合约）,C2112052979,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,无
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期货市场,WTI连24合约,cl24 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,BU-SC（活跃合约）,C2111280247,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/吨
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期货市场,WTI活跃合约,CLA comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,Brent活跃合约,COA comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,ICE Brent c14,CO14 Comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,Dubai Swap c1,CSDBM1 SONA Index,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,NYMWX WTI c5,CL5 Comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,INE SC c1,SCP1 Comdty,日度,彭博,3,2025-05-29,每天,2025-06-01,0,元/桶
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期货市场,DME Oman c1,OQA1 Comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,HO连6合约,HO6 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,HO连5合约,HO5 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美分/加仑
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期货市场,ho连7合约,ho7 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美分/加仑
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期货市场,HO连8合约,ho8 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美分/加仑
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期货市场,HO连9合约,ho9 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美分/加仑
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期货市场,HO连10合约,ho10 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美分/加仑
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期货市场,HO连11合约,ho11 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美分/加仑
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期货市场,HO连12合约,ho12 comdty,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美分/加仑
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期货市场,CFD W1,BCFOW1 BFVD Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,CFD W6,BCFOW6 BFVD Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,Oman c1 * 汇率,C2408271315095745,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,Brent主力*汇率,C2408281322225381,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,SC理论估值-Dubai原油,C2409021550405040,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,DFL M1,FDBSM1 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,DFL M2,FDBSM2 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,SC c2-c3 (夜盘),C2409231418568900,日度,指标运算,4,2025-05-27,每天,2025-05-30,2,元/桶
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期货市场,Brent c2-c3 (结算),C2409231425534848,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,WTI c2-c3,C2409240916006318,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,Brent c2-c3,C2409260830150154,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,SCc1夜盘收盘(日期调整),C2410141333421874,日度,数据调整,40,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,SCc2夜盘收盘(日期调整),C2410141430018242,日度,数据调整,40,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,SCc3夜盘收盘(日期调整),C2410141431260884,日度,数据调整,40,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,SCc4夜盘收盘(日期调整),C2410141449380826,日度,数据调整,40,2025-05-28,每天,2025-05-31,1,元/桶
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期货市场,EFS M1,DEIBM2 PVMO Index,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
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期货市场,EFS M2,DEIBM3 PVMO Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
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期货市场,WTI连1合约价格/周频,C2412231329383873,周度,降频,51,2025-05-30,Friday,2025-06-13,-1,无
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期货市场,WTI连1合约价格累计值/周度,C2501011004368888,周度,累计值,62,2025-05-30,Friday,2025-06-13,-1,无
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期货市场,美国汽油裂解价差（公允汽油价格）,FSXCM1 Index,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
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库存,EIA美国原油总库存（含SPR）,C2408261041540491,周度,指标运算,4,2025-05-16,Friday,2025-05-30,1,千桶
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库存,EIA美国油品库存（含SPR）,C2408261040138247,周度,指标运算,4,2025-05-16,Friday,2025-05-30,1,千桶
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库存,EIA美国汽柴航煤库存,C2408261030074394,周度,指标运算,4,2025-05-16,Friday,2025-05-30,1,千桶
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库存,库欣+PADD3库存,C2408260948558266,周度,指标运算,4,2025-05-16,Friday,2025-05-30,1,千桶
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库存,美国商业原油库存超季节性/4年,C2408231919059275,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,千桶
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库存,美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年),C2408231647562045,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,千桶
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库存,库欣原油库存超季节性/5年,C2407291441505479,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,千桶
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库存,美国商业原油库存超季节性/5年,C2407291441178121,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,千桶
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库存,美国成品油库存超季节性/5年,C2406194464,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,千桶
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库存,新加坡燃料油库存,C2406123356,周度,指标运算,4,2025-05-21,Wednesday,2025-06-04,1,千桶
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库存,美国成品油库存,C2403261483,周度,指标运算,4,2025-05-16,Friday,2025-05-30,1,千桶
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库存,SC期货库存1000天百分位,C2309131209,日度,百分位,68,2025-05-28,每天,2025-05-31,1,无
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||||
库存,美国EIA原油成品油总库存（不含SPR）,DOESESPR Index,周度,彭博,3,2025-05-16,Friday,2025-05-30,1,千桶
|
||||
库存,美国原油成品油总库存（含SPR）,DOESISPR Index,周度,彭博,3,2025-05-16,Friday,2025-05-30,1,千桶
|
||||
库存,美国成品油库存超季节性/4年,C2408271544534048,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,千桶
|
||||
库存,美国原油总库存/1WMA,C2412191442552606,周度,N数值移动平均计算,8,2025-05-16,Friday,2025-05-30,1,百万桶
|
||||
库存,美国原油总库存超季节性/5年,C2412191444279878,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,百万桶
|
||||
价格,Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS),C2408260350065744,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
|
||||
价格,RBOB+HO平均,C2408200951455601,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美分/加仑
|
||||
价格,HO12合约算术平均,C2408200950390824,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美分/加仑
|
||||
价格,RBOB12合约算术平均,C2408200919058872,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美分/加仑
|
||||
价格,DFL(Dated-主力布伦特）,C2407231506398669,日度,指标运算,4,2025-05-27,每天,2025-05-30,2,美元每桶
|
||||
价格,Brent现货价格-Brent连4,C2407230903239994,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent现货价格-Brent连3,C2407230859286705,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,布伦特现货价格-Brent连2,C2407230858162634,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent 连2-连3超季节性/3年,C2407191026191633,日度,超季节性,35,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连3-WTI连4,C2407190956519194,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连2-WTI连4,C2407190953115334,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连2-WTI连3,C2407190952097138,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连1-WTI连4,C2407190949298040,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连1-WTI连3,C2407190948245234,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连1-WTI连2,C2407190946070375,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,WTI 3:2:1裂解价差超季节性/5年,C2405101792,日度,超季节性,35,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Dubai FOB M1-M2,C2404166628,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连1-连4,C2404016440,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,新加坡汽油裂解价差,C2403293740,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Dubai 连2-连3,C2403142847,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,WTI 连2-连3月差,C2403141510,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
|
||||
价格,Brent 连2-连3,C2403144158,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连6-连12,C2403078575,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连1-连9月差,C2403071607,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连1-连6月差,C2403071357,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Brent连1-连2月差,C2403078549,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,WTI连1-连4,C2403061405,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
|
||||
价格,BrentC1-C2,C2403046218,日度,指标运算,4,2025-05-29,每天,2025-06-01,0,美元/桶
|
||||
价格,欧洲Brent成品油裂解价差（领先一周）,C2311239478,日度,时间移位,22,2025-06-04,每天,2025-06-07,-6,无
|
||||
价格,马瑞原油：现货价：山东（日）,ID00174848,日度,钢联化工,34,2025-05-27,每天,2025-05-30,2,元/吨
|
||||
价格,沙特中质OSP（日度）,C2210132019,日度,升频,14,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国MEH轻原油现货价格（美湾）,uscrmehc index,日度,彭博,3,2025-05-27,每天,2025-05-30,2,美元/桶
|
||||
价格,巴重FOB出口亚洲现货价格,PGCRBHAS Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,沙轻OSP（日度）,C2208187998,日度,升频,14,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,沙特轻质日度osp,C2209094158,日度,升频,14,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Midland原油现货价格,USCRWTIM Index,日度,彭博,3,2025-05-27,每天,2025-05-30,2,美元/桶
|
||||
价格,欧洲柴油现货价格,DIEN10CF INDEX,日度,彭博,3,2025-05-27,每天,2025-05-30,2,美元/公吨
|
||||
价格,WTI原油现货价格Cushing,USCRWTIC index,日度,彭博,3,2025-05-27,每天,2025-05-30,2,美元/桶
|
||||
价格,Brent原油现货价格,EUCRBRDT index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,LLS原油现货价格,USCRLLSS Index,日度,彭博,3,2025-05-27,每天,2025-05-30,2,美元/桶
|
||||
价格,美国MARS原油现货价格,uscrmars index,日度,彭博,3,2025-05-27,每天,2025-05-30,2,美元/桶
|
||||
价格,美湾WTI211裂解价差,CRKS211C Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Asia Tapis 211 裂解价差,CRKST211 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,欧洲Brent成品油裂解价差,ACK321A Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国汽油裂解价差,WTRBM1 EEGC Index,日度,彭博,3,2025-02-28,每天,2025-03-03,90,美元/桶
|
||||
价格,美国取暖油裂解价差,HOCL1 Index,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
|
||||
价格,Dubai连3合约价格,FSDUM3 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,WTI 3:2:1裂解价差,CRK321M1 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,新加坡汽油裂解,FGASM1 Index,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
|
||||
价格,欧洲汽油裂解,GEBBM1 DVTS Index,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
|
||||
价格,欧洲柴油裂解,QSCO1 Index,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
|
||||
价格,Dubai FOB M1,GIOS0097 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Dubai FOB M2,GCM20097 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Dubai FOB M3,GCM30097 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Oman FOB M1,GIOS0098 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Forties FOB,GIOS0973 Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国柴油零售价格,HWYDUSTL Index,周度,彭博,3,2025-05-26,Monday,2025-06-09,0,美元/加仑
|
||||
价格,美国车用汽油零售价格,USRFRUSC Index,周度,彭博,3,2025-05-19,Monday,2025-06-02,1,美元/加仑
|
||||
价格,美国取暖油HOC5,FSYOM5 INDEX,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国取暖油HOC6,FSYOM6 INDEX,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国取暖油HOC7,FSYOM7 INDEX,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国取暖油HOC8,FSYOM8 INDEX,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国取暖油HOC4,FSYOM4 INDEX,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国取暖油HOC9,FSYOM9 INDEX,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国取暖油HOC10,FSYOM10 INDEX,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国取暖油HOC11,FSYOM11 INDEX,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,美国取暖油HOC12,FSYOM12 INDEX,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Dubai swap c3,CSDBM3 SONA Index,日度,彭博,3,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,Dubai swap c2,CSDBM2 SONA Index,日度,彭博,3,2025-05-29,每天,2025-06-01,0,美元/桶
|
||||
价格,阿曼原油 (湛江交割) 到岸入罐成本,C2409070950511172,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,SC c5 -估值,C2409071016083508,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/桶
|
||||
价格,SC c1 夜盘收盘价,SCP1 ELEC Comdty,日度,彭博,3,2025-05-29,每天,2025-06-01,0,元/桶
|
||||
价格,SC c2夜盘收盘价,SCP2 ELEC Comdty,日度,彭博,3,2025-05-29,每天,2025-06-01,0,元/桶
|
||||
价格,SC c3夜盘收盘价,SCP3 ELEC Comdty,日度,彭博,3,2025-05-29,每天,2025-06-01,0,元/桶
|
||||
价格,SC c4夜盘收盘价,SCP4 ELEC Comdty,日度,彭博,3,2025-05-29,每天,2025-06-01,0,元/桶
|
||||
价格,SC c1 夜盘收盘价滞后1天,C2409121633076825,日度,时间移位,22,2025-05-28,每天,2025-05-31,1,元/桶
|
||||
价格,SC c2夜盘收盘价滞后1天,C2409121633409540,日度,时间移位,22,2025-05-28,每天,2025-05-31,1,元/桶
|
||||
价格,SC c3夜盘收盘价滞后1天,C2409121633578819,日度,时间移位,22,2025-05-28,每天,2025-05-31,1,元/桶
|
||||
价格,SC c4夜盘收盘价滞后1天,C2409121636163943,日度,时间移位,22,2025-05-28,每天,2025-05-31,1,元/桶
|
||||
价格,阿曼原油 (湛江交割) 到岸入库成本,C2409191326037604,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/桶
|
||||
价格,Brent12期合约均价,C2409261157100574,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元 /桶
|
||||
价格,WTI 近12月合约均价,C2409261541428359,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,WTI连1-连6月差,C2411251629022071,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,WTI连2-连3月差,C2411251634442289,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,沙轻亚洲OSP,GIOS0308 Index,日度,彭博,3,2025-04-30,每天,2025-05-03,29,美元/桶
|
||||
价格,DME Oman C1-C2,C2412181536187566,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
价格,山东地炼柴油出厂价均价,C2412241324330899,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,元/吨
|
||||
价格,现货价:原油(中国大庆)累计值/周度,C2501011015502479,周度,累计值,62,2025-05-30,Friday,2025-06-13,-1,无
|
||||
价格,现货价:原油(中国胜利)累计值/周度,C2501011020261755,周度,累计值,62,2025-05-30,Friday,2025-06-13,-1,无
|
||||
价格,金油比（布伦特）,C2503121640322782,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,无
|
||||
价格,DTD-ICE,C2503171013321465,日度,指标运算,4,2025-05-27,每天,2025-05-30,2,美元/桶
|
||||
价格,ESPO原油：中质：国际市场：FOB价：俄罗斯（日）,ID00174847,日度,钢联,34,2025-05-27,每天,2025-05-30,2,美元/桶
|
||||
价格,期货收盘价（6月交割）：原油SC,M005957112,日度,同花顺,1,2025-05-28,每天,2025-05-31,1,元/桶
|
||||
价格,Brent现货-Brent主力,C2505061432518370,日度,指标运算,4,2025-05-28,每天,2025-05-31,1,美元/桶
|
||||
供应,美国炼厂产能利用率超季节性/5年,C2405107313,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,无
|
||||
供应,美国原油活跃钻机数同差,C2303012758,周度,同差值,7,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,美国炼厂原油输入量超季节性/3年,C2303243722,周度,超季节性,35,2025-05-16,Friday,2025-05-30,1,千桶/天
|
||||
供应,美国总钻机数,BSUSAA US INDEX,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,美国炼厂可用产能,doepopcp index,周度,彭博,3,2025-05-16,Friday,2025-05-30,1,千桶/日
|
||||
供应,美国原油和天然气钻机总数,BAKETOT INDEX,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,CanaWoodford活跃钻机数,cawoaa us index,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,Haynesville活跃钻机数,hayvaa us index,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,Utica活跃钻机数,uticaa us index,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,Permian盆地钻机数,perbaa us index,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,EagleFord钻机数,eagfaa us index,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,美国陆上钻机数,bakeland comdty,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,FracSpread完井数,XDUSFA INDEX,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,个
|
||||
供应,美国原油活跃钻机数,BAKEOIL index,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,台
|
||||
供应,美国炼厂产能利用率,DOEPPERC INDEX,周度,彭博,3,2025-05-16,Friday,2025-05-30,1,无
|
||||
供应,US Oil & Gas Exploration & Drilling Frac Spread Count,XDUSFA PVMI Index,周度,彭博,3,2025-05-23,Friday,2025-06-06,0,无
|
||||
宏观,村野原油做多指数联动型ETF,1699 JP Equity,日度,彭博,3,2025-05-28,每天,2025-05-31,1,日元
|
||||
其他,dxy curncy,dxy curncy,其他,其他,其他,,,,,
|
||||
其他,C2403128043,C2403128043,其他,其他,其他,,,,,
|
||||
其他,C2403150124,C2403150124,其他,其他,其他,,,,,
|
||||
其他,DOESCRUD Index,DOESCRUD Index,其他,其他,其他,,,,,
|
||||
其他,FVHCM1 INDEX,FVHCM1 INDEX,其他,其他,其他,,,,,
|
||||
其他,lmcads03 lme comdty,lmcads03 lme comdty,其他,其他,其他,,,,,
|
||||
其他,GC1 COMB Comdty,GC1 COMB Comdty,其他,其他,其他,,,,,
|
||||
其他,C2404167855,C2404167855,其他,其他,其他,,,,,
|
||||
|
499
basedataset/特征滞后周期.csv
Normal file
499
basedataset/特征滞后周期.csv
Normal file
@ -0,0 +1,499 @@
|
||||
特征,滞后周期
|
||||
美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值,173
|
||||
美国:炼油厂的投入与使用情况:开工率:当周值,171
|
||||
美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值,176
|
||||
美国:墨西哥湾沿岸:炼油厂的投入与使用情况:开工率:当周值,171
|
||||
美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值,191
|
||||
美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值,191
|
||||
NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量,179
|
||||
NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量,184
|
||||
NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量,195
|
||||
NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比,184
|
||||
NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比,184
|
||||
NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比,195
|
||||
NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量,175
|
||||
NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量,194
|
||||
NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量,112
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓,186
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓,184
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓,176
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比,186
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比,184
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比,177
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量,176
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量,179
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量,199
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓,194
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓,184
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓,174
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比,184
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比,163
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量,176
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量,176
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量,23
|
||||
ICE:IPE:原油:期货:管理基金:多头持仓,146
|
||||
ICE:IPE:原油:期货:管理基金:空头持仓,194
|
||||
ICE:IPE:原油:期货:管理基金:套利持仓,170
|
||||
ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比,145
|
||||
ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比,195
|
||||
ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比,170
|
||||
ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量,179
|
||||
ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量,179
|
||||
ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量,186
|
||||
ICE:IPE:原油:期货和期权:管理基金:多头持仓,179
|
||||
ICE:IPE:原油:期货和期权:管理基金:空头持仓,165
|
||||
ICE:IPE:原油:期货和期权:管理基金:套利持仓,184
|
||||
ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比,146
|
||||
ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比,179
|
||||
ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比,174
|
||||
ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量,199
|
||||
ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量,180
|
||||
ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量,199
|
||||
IPE:WTI原油:期货(新版):管理基金:多头持仓,189
|
||||
IPE:WTI原油:期货(新版):管理基金:空头持仓,185
|
||||
IPE:WTI原油:期货(新版):管理基金:套利持仓,184
|
||||
IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比,189
|
||||
IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比,185
|
||||
IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比,186
|
||||
IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量,184
|
||||
IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量,192
|
||||
IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量,179
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:多头持仓,25
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:空头持仓,185
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:套利持仓,169
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比,25
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比,185
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比,169
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量,179
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量,194
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量,179
|
||||
DOE-美国汽油产量超季节性/3年,196
|
||||
美国汽油表需（周度）,172
|
||||
美国汽油产量（周度）,176
|
||||
中国炼厂原油加工量-隆众,183
|
||||
中国独立炼厂原油加工量-隆众,182
|
||||
中国主营炼厂原油加工量-隆众,186
|
||||
原油加工量：独立+主营,183
|
||||
美国汽油产量占比,196
|
||||
美国柴油产量占比,193
|
||||
美国油品表需,162
|
||||
美国原油周度表需,163
|
||||
原油：山东独立炼厂：开工率：新口径（周）超季节性/3年,186
|
||||
主营原油加工量（千桶/日）,186
|
||||
中国独立炼厂原油加工量（千桶/日）,182
|
||||
山东地炼厂常减压开工率,188
|
||||
PADD1原油投料输入量,173
|
||||
PADD2原油投料输入量,191
|
||||
PADD3原油投料输入量,171
|
||||
PADD4原油投料输入量,176
|
||||
PADD5原油投料输入量,191
|
||||
美国:炼油厂:产能利用率,171
|
||||
炼油厂开工率:山东地炼,184
|
||||
中国:产能利用率:成品油:独立炼厂,183
|
||||
中国:产能利用率:成品油:主营炼厂,187
|
||||
山东:产能利用率:成品油:独立炼厂,184
|
||||
炼油厂可运营能力利用率:美国,171
|
||||
美国:炼油厂:用于精炼的净原油投入量,171
|
||||
美国:炼油厂:用于提炼的总投入量,171
|
||||
美国:炼油厂:理论可提炼原油量,21
|
||||
美国:炼油厂:开工率,171
|
||||
中国:执行航班:国内航班(不含港澳台),42
|
||||
中国:执行航班:港澳台航班,125
|
||||
中国:执行航班:国际航班,37
|
||||
执行航班:美国:国内航班,181
|
||||
执行航班:美国:国际航班,185
|
||||
DOE-美国汽油产量,176
|
||||
DOE-柴油产量,172
|
||||
Brent-SC价差,177
|
||||
SC连2-连3月差,178
|
||||
SC连1-连6,183
|
||||
SC连1-连2,183
|
||||
SC连1-连3月差,183
|
||||
HO连1-连6,183
|
||||
HO连1-连3,188
|
||||
HO连1-连2合约,188
|
||||
RBOB连1-连2,163
|
||||
RBOB连1-连3,163
|
||||
RBOB连1-连6,190
|
||||
RBOB连2-连3月差,189
|
||||
Oman连2-连3月差,184
|
||||
Brent-Oman价差,160
|
||||
DUBAI原油贴水,110
|
||||
阿曼原油贴水,119
|
||||
SC内外价差,177
|
||||
WTI c1-c6,184
|
||||
WTI c1-c3,184
|
||||
WTI c1-c2,184
|
||||
Brent c1-c9,183
|
||||
Brent c1-c6,183
|
||||
Brent c1-c3,183
|
||||
Brent c1-c2,183
|
||||
Brent-WTI,196
|
||||
Dubai连1合约价格,0
|
||||
Dubai连1-连4月差,183
|
||||
美国RBOB期货2309月份合约价格,198
|
||||
OMAN原油：中质：远期现货DES价：山东（日）,0
|
||||
PVM Dubai EFS/Swap vs ICE First Month Brent,198
|
||||
Ebob连1合约,179
|
||||
印度原油连1合约价格,0
|
||||
ICE轻柴油连4合约价格,182
|
||||
期货结算价（活跃）：布伦特原油,0
|
||||
布伦特迪拜掉期 EFS,50
|
||||
期货结算价(连续):INE原油,178
|
||||
期货收盘价：WTI原油,0
|
||||
期货收盘价（活跃）：布伦特原油,0
|
||||
SC原油期货价格,181
|
||||
WTI连1合约价格,0
|
||||
Brent连1合约价格,0
|
||||
SC/ZC（活跃合约）,181
|
||||
Brent/迪拜原油升贴水,198
|
||||
WTI连24合约,0
|
||||
期货结算价(活跃合约):INE原油,178
|
||||
BU-SC（活跃合约）,181
|
||||
IPE布油期货结算价,0
|
||||
W-B活跃合约价差,94
|
||||
B-W活跃合约价差,94
|
||||
WTI活跃合约,0
|
||||
期货收盘价（连续）：INE原油,179
|
||||
ICE Brent c14,0
|
||||
Dubai Swap c1,0
|
||||
NYMWX WTI c5,0
|
||||
INE SC c1,178
|
||||
Oman Swap c1,0
|
||||
DME Oman c1,0
|
||||
Murban Futures c1,0
|
||||
HO连6合约,183
|
||||
库欣原油库存超季节性/5年,176
|
||||
美国商业原油库存超季节性/5年,176
|
||||
美国成品车用汽油库存占比,119
|
||||
汽油库存差,196
|
||||
美国汽油调和组分库存（周度）,183
|
||||
美国成品油库存超季节性/5年,120
|
||||
Kpler-海运在途原油,157
|
||||
全球原油库存（剔除富查伊拉）,198
|
||||
新加坡燃料油库存,111
|
||||
ARA原油及成品油库存,196
|
||||
美国汽油库销比,51
|
||||
美国成品油库存,181
|
||||
原油：山东港口：库存：新口径（周）超季节性/3年,196
|
||||
美国取暖用油库存同差,196
|
||||
原油：港口库存：中国（周）,198
|
||||
原油：库容比：山东：独立炼厂（周）,171
|
||||
原油：山东独立炼厂：厂内库存：新口径（周）,191
|
||||
原油：山东港口：库存：新口径（周）,188
|
||||
SC期货库存10期滚动标准差,197
|
||||
SC期货库存1000天百分位,190
|
||||
SC仓单（百万桶）,125
|
||||
SC期货库存,125
|
||||
彭博全球海上在运原油,186
|
||||
美国EIA原油成品油总库存（不含SPR）,196
|
||||
库欣原油库存,176
|
||||
美国商业原油库存,177
|
||||
美国战略储备原油库存,171
|
||||
美国PADD1原油库存,186
|
||||
美国PADD2原油库存,178
|
||||
美国PADD3原油库存,181
|
||||
美国PADD4原油库存,171
|
||||
美国PADD5原油库存,172
|
||||
DOE RBOB Gasoline Total Stocks Data,182
|
||||
DOE CBOB Gasoline Total Stocks Data,167
|
||||
美国原油成品油总库存（含SPR）,196
|
||||
美国:库存量:商业原油,177
|
||||
美国:库存量:商业原油:俄克拉何马库欣,176
|
||||
美国:库存量:原油和石油产品(不包括战略石油储备),196
|
||||
美国:库存量:原油和石油产品(包括战略石油储备),196
|
||||
美国:库存量:原油(包括战略石油储备):阿拉斯加(船上)转运,187
|
||||
库存:原油,177
|
||||
美国调和汽油库存,183
|
||||
全球原油海陆总量,185
|
||||
全球原油浮仓(>7天),189
|
||||
ARA原油库存,167
|
||||
富查伊拉原油海陆库存,198
|
||||
富查伊拉原油陆上库存,198
|
||||
美国成品车用汽油库存,181
|
||||
全球海陆原油总量,185
|
||||
全球海上原油,160
|
||||
全球陆上岸罐原油库存,184
|
||||
全球原油浮仓总量,189
|
||||
全球原油陆上SPR库存,105
|
||||
全球原油陆上库容,156
|
||||
全球原油陆上库容率,192
|
||||
全球原油陆上商业和炼厂库存,185
|
||||
WTI-LLS价差,178
|
||||
DFL(Dated-主力布伦特）,199
|
||||
DFL(即期布伦特-布伦特期货C1）,199
|
||||
Brent现货价格-Brent连4,199
|
||||
Brent现货价格-Brent连3,199
|
||||
布伦特现货价格-Brent连2,199
|
||||
Brent 连2-连3超季节性/3年,190
|
||||
Brent连2-WTI连2超季节性/3年,190
|
||||
Brent连3-WTI连2超季节性/3年,190
|
||||
Brent连4-WTI连4,197
|
||||
Brent连4-WTI连3,191
|
||||
Brent连4-WTI连2,190
|
||||
Brent连4-WTI连1,190
|
||||
Brent连3-WTI连4,197
|
||||
Brent连3-WT连3,196
|
||||
Brent连3-WTI连2,190
|
||||
Brent连3-WTI连1,190
|
||||
Brent连2-WTI连4,183
|
||||
Brent连2-WTI连3,197
|
||||
Brent连2-WTI连2,191
|
||||
Brent连2-WTI连1,190
|
||||
Brent连1-WTI连4,183
|
||||
Brent连1-WTI连3,183
|
||||
Brent连1-WTI连2,196
|
||||
美国汽油裂解价差超季节性/3年,119
|
||||
LLS-Brent价差,196
|
||||
Brent-LLS价差,196
|
||||
Forties - Brent c1,199
|
||||
WTI 3:2:1裂解价差超季节性/5年,185
|
||||
SC C1-C2月差,183
|
||||
Dubai FOB M1-M2,78
|
||||
WTI原油Cushing-C1,178
|
||||
Brent连1-连4,183
|
||||
新加坡汽油裂解价差,185
|
||||
DFL,199
|
||||
Dubai 连2-连3,1
|
||||
WTI 连2-连3月差,184
|
||||
Brent 连2-连3,184
|
||||
Dubai-WTI价差,190
|
||||
WTI连1-连2月差,184
|
||||
Brent连6-连12,0
|
||||
Brent连1-连9月差,183
|
||||
Brent连1-连6月差,183
|
||||
Brent连1-连2月差,183
|
||||
WTI连1-连4,184
|
||||
BrentC1-C2,183
|
||||
B-W价差,196
|
||||
欧洲Brent成品油裂解价差（领先一周）,174
|
||||
马瑞原油：现货价：山东（日）,182
|
||||
沙特中质OSP（日度）,184
|
||||
沙轻欧洲OSP（日度）,184
|
||||
美国MEH轻原油现货价格（美湾）,0
|
||||
马瑞原油：重质：DES价：委内瑞拉（日）,183
|
||||
巴重FOB出口亚洲现货价格,182
|
||||
Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度）,184
|
||||
沙轻OSP（日度）,184
|
||||
Brent油价30日动能,189
|
||||
沙特轻质日度osp,184
|
||||
巴轻OSP（日度）,198
|
||||
美湾低硫柴油现货价格,182
|
||||
Midland原油现货价格,0
|
||||
欧洲柴油现货价格,182
|
||||
WTI原油现货价格Cushing,0
|
||||
Brent原油现货价格,179
|
||||
LLS原油现货价格,0
|
||||
美国墨西哥湾87#汽油现货价格,184
|
||||
美国MARS原油现货价格,0
|
||||
现货价:马瑞原油:山东,182
|
||||
国内马瑞与SC比价,177
|
||||
美湾WTI211裂解价差,182
|
||||
Asia Tapis 211 裂解价差,190
|
||||
迪拜原油211裂解价差,123
|
||||
丙烷CFR华南/布伦特原油比价,184
|
||||
欧洲Brent成品油裂解价差,178
|
||||
美国汽油裂解价差,184
|
||||
美国取暖油裂解价差,107
|
||||
Dubai连3合约价格,0
|
||||
WTI 3:2:1裂解价差,184
|
||||
新加坡汽油裂解,178
|
||||
欧洲汽油裂解,181
|
||||
欧洲柴油裂解,188
|
||||
CFTC Crude Oil Furtures,174
|
||||
WTIC1-C2,184
|
||||
Brent主力收盘价,0
|
||||
现货价:原油:科威特能源公司,0
|
||||
现货价:原油:美国西德克萨斯中级轻质原油(WTI),0
|
||||
现货价:原油:英国布伦特Dtd,179
|
||||
现货价:原油(阿联酋迪拜),182
|
||||
现货价:原油(阿曼),182
|
||||
现货价:原油(马来西亚塔皮斯),182
|
||||
现货价:原油(印尼杜里),0
|
||||
现货价:原油(印尼米纳斯),0
|
||||
现货价:原油(印尼辛塔),183
|
||||
现货价:原油(中国大庆),0
|
||||
现货价:原油(中国胜利),0
|
||||
OPEC:一揽子原油价格,182
|
||||
现货价:原油(布伦特):FOB欧洲,0
|
||||
现货价:原油(西德克萨斯中级轻质原油(WTI)):FOB库欣,0
|
||||
中国:现货领先价格:中质含硫原油,156
|
||||
中国:一揽子原油价格变化率,198
|
||||
收盘价:原油指数,181
|
||||
原油运输指数(BDTI),166
|
||||
Dubai FOB M1,182
|
||||
Dubai FOB M2,0
|
||||
Dubai FOB M3,0
|
||||
Oman FOB M1,0
|
||||
Forties - Dated Brent,199
|
||||
Forties FOB,182
|
||||
美国柴油零售价格,176
|
||||
美国车用汽油零售价格,186
|
||||
新加坡航煤裂解,188
|
||||
美国MARS贴水（WTI）,187
|
||||
美国汽油净进口（周度）,196
|
||||
美国炼厂产能利用率同差,182
|
||||
美国炼厂产能利用率超季节性/5年,182
|
||||
原油：主营炼厂：加工量：中国（周）,186
|
||||
原油：开工率：东北地区：独立炼厂（周）,198
|
||||
原油：常减压：产能利用率：山东：独立炼厂（周）,183
|
||||
美国原油活跃钻机数同差,183
|
||||
原油加工量/主营+独立,183
|
||||
美国炼厂原油输入量超季节性/3年,182
|
||||
美国总钻机数,197
|
||||
原油：独立炼厂：加工量：中国（周）,182
|
||||
原油：常减压：独立炼厂：产能利用率：中国（周）,182
|
||||
彭博全球海上浮仓+在运原油,188
|
||||
原油：山东独立炼厂：开工率：新口径（周）,183
|
||||
美国炼厂可用产能,115
|
||||
美国原油周度调整项,167
|
||||
中国32家地炼开工率,183
|
||||
美国原油和天然气钻机总数,197
|
||||
彭博美国墨西哥湾海上浮仓,195
|
||||
ArkomaWoodford活跃钻机数,38
|
||||
CanaWoodford活跃钻机数,187
|
||||
DJ-Niobrara活跃钻机数,181
|
||||
GraniteWash活跃钻机数,191
|
||||
Haynesville活跃钻机数,157
|
||||
Utica活跃钻机数,183
|
||||
加拿大原油活跃钻机数,196
|
||||
Permian盆地钻机数,196
|
||||
EagleFord钻机数,94
|
||||
Williston盆地钻机数,135
|
||||
Marcellus钻机数,182
|
||||
ArkmoreWoodford钻机数,177
|
||||
全球海上浮仓,177
|
||||
彭博西非海上浮仓,109
|
||||
彭博亚洲海上浮仓,199
|
||||
彭博欧洲海上浮仓,177
|
||||
彭博北海海上浮仓,191
|
||||
彭博中东海上浮仓,108
|
||||
美国墨西哥湾原油钻机数,197
|
||||
美国陆上水域钻机数,197
|
||||
美国海上钻机数,197
|
||||
美国陆上钻机数,109
|
||||
美国炼厂原油输入量,171
|
||||
FracSpread完井数,196
|
||||
美国国内周度原油产量,171
|
||||
美国原油活跃钻机数,197
|
||||
美国炼厂产能利用率,171
|
||||
EIA周度NGL产量,176
|
||||
原油：加工量：中国（周）,183
|
||||
美国:企业债利差:美银美国高收益CCC或以下级企业债期权调整利差,195
|
||||
钻机数量:美国:当周值,197
|
||||
钻机数量:加拿大:当周值,196
|
||||
美国:产量:原油,171
|
||||
美国可利用天然气库存（48州合计）,186
|
||||
US Oil & Gas Exploration & Drilling Frac Spread Count,196
|
||||
Lower48原油产量,171
|
||||
美国车用汽油混合成分净投入量,196
|
||||
Kpler-沙特原油出口,198
|
||||
Saudi,198
|
||||
Saudi-Kuwaiti Neutral Zone,94
|
||||
Kpler-OPEC+原油海运出口,198
|
||||
Kpler-OPEC+（除OPEC）原油海运出口,0
|
||||
Kpler-OPEC原油海运出口,198
|
||||
Kpler-OPEC中东原油海运出口,198
|
||||
iraq,0
|
||||
Kpler-阿联酋原油海运出口,198
|
||||
Kpler-科威特原油海运出口,198
|
||||
Nigeria,198
|
||||
Brazil,0
|
||||
Mexico,94
|
||||
Iran,94
|
||||
Oman,198
|
||||
Libya,0
|
||||
Venezuela,94
|
||||
Algeria,0
|
||||
Malaysia,0
|
||||
Republic of the Congo,0
|
||||
Gabon,0
|
||||
Sudan,198
|
||||
Equatorial Guinea,0
|
||||
Brunei,198
|
||||
Kazakhstan,198
|
||||
美国原油海运出口,198
|
||||
DOE-航煤净进口,171
|
||||
DOE-美国汽油净进口,196
|
||||
DOE-美国馏分燃料油净进口,172
|
||||
美国原油周度净进口,167
|
||||
美国原油总出口,166
|
||||
美国原油进口（除SPR）,186
|
||||
美国原油总进口（含SPR）,186
|
||||
VLCC:中东-中国,185
|
||||
Suezmax：阿拉伯海湾-地中海,193
|
||||
DOE-美国汽油进口,187
|
||||
DOE-美国汽油出口,196
|
||||
DOE-馏分燃料油进口,67
|
||||
DOE-美国馏分燃料油出口,172
|
||||
DOE-航煤进口,157
|
||||
DOE-航煤出口,172
|
||||
全球原油海上总量,158
|
||||
Kpler-俄罗斯原油海运周度出口,0
|
||||
kpler-United States原油进口,0
|
||||
德国原油海运进口,198
|
||||
欧洲原油海运进口,0
|
||||
印度原油海运进口,198
|
||||
中国原油海运进口,0
|
||||
美国汽油海运出口,0
|
||||
俄罗斯柴油海运出口,198
|
||||
俄罗斯成品油海运出口,0
|
||||
美国柴油海运出口,198
|
||||
美国成品油海运出口,94
|
||||
俄罗斯汽油海运出口,198
|
||||
美国原油净进口,198
|
||||
10年期美国国债收益率,181
|
||||
2年期美国国债收益率,183
|
||||
美元指数,175
|
||||
期货收盘价(活跃合约):COMEX黄金,196
|
||||
伦敦现货白银:以美元计价,197
|
||||
现货结算价:LME铜,175
|
||||
莱茵河水位,180
|
||||
西北欧陆上原油库存和浮仓总量,189
|
||||
西北欧陆上原油浮仓,195
|
||||
英国陆上原油库存,196
|
||||
瑞典陆上原油库存,177
|
||||
西班牙陆上原油库存,174
|
||||
葡萄牙陆上原油库存,110
|
||||
波兰陆上原油库存,194
|
||||
挪威陆上原油库存,167
|
||||
荷兰陆上原油库存,172
|
||||
立陶宛陆上原油库存,0
|
||||
爱尔兰陆上原油库存,151
|
||||
德国陆上原油库存,198
|
||||
法国陆上原油库存,191
|
||||
丹麦陆上原油库存,63
|
||||
比利时陆上原油库存,162
|
||||
西北欧陆上原油SPR库存,185
|
||||
西北欧陆上原油炼厂库存,195
|
||||
西北欧陆上原油商业库存,185
|
||||
西北欧陆上原油库容,0
|
||||
西北欧陆上原油库存,190
|
||||
ovx index,118
|
||||
dxy curncy,175
|
||||
C2403128043,0
|
||||
C2403150124,194
|
||||
FVHCM1 INDEX,107
|
||||
doedtprd index,176
|
||||
CFFDQMMN INDEX,186
|
||||
C2403083739,186
|
||||
C2404167878,186
|
||||
ovx index_y,118
|
||||
lmcads03 lme comdty,175
|
||||
GC1 COMB Comdty,195
|
||||
C2404167855,184
|
||||
y收益率,191
|
||||
year,143
|
||||
month,184
|
||||
day,199
|
||||
dayofweek,198
|
||||
weekofyear,185
|
||||
dayofyear,185
|
||||
quarternum,27
|
||||
dayofquarter,185
|
||||
is_month_start,194
|
||||
is_month_end,195
|
||||
is_quarter_start,90
|
||||
is_quarter_end,0
|
||||
is_year_start,0
|
||||
is_year_end,0
|
||||
|
14
basedataset/特征频度统计.txt
Normal file
14
basedataset/特征频度统计.txt
Normal file
@ -0,0 +1,14 @@
|
||||
特征信息：总共有223个,日度(181),周度(43),月度(1), 详看 附1、特征列表
|
||||
时序数据工程处理：
|
||||
1. 时序对齐处理
|
||||
- 按观测时间升序排列，确保最新数据位于序列末端
|
||||
2. 空值特征筛除
|
||||
- 删除全空值特征列（缺失率=100%）
|
||||
3. 失效指标剔除
|
||||
- 基于最近两个月数据更新状态，移除停止更新的指标
|
||||
4. 多粒度特征时序化处理
|
||||
- 非日度指标采用前向/后向插值法转化为日频数据：
|
||||
▶ 后向填充：当周度指标在周五更新时，用上周五值填充当周前四日
|
||||
▶ 前向填充：对数据采集起始日的空白值，采用首个有效值前推填充
|
||||
数据特征相关性分析：
|
||||
|
||||
34
check_bom_in_files.py
Normal file
34
check_bom_in_files.py
Normal file
@ -0,0 +1,34 @@
|
||||
# 检查多个文件是否存在BOM字符
|
||||
import os
|
||||
|
||||
# 要检查的文件列表
|
||||
files_to_check = [
|
||||
'd:\\code\\PriceForecast-svn\\main_juxiting.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_juxiting_yuedu.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_juxiting_zhoudu.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_yuanyou.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_yuanyou_yuedu.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_yuanyou_zhoudu.py'
|
||||
]
|
||||
|
||||
# 检查并报告BOM字符
|
||||
files_with_bom = []
|
||||
for file_path in files_to_check:
|
||||
try:
|
||||
with open(file_path, 'rb') as f:
|
||||
content = f.read(3) # 只读取前3个字节
|
||||
if content.startswith(b'\xef\xbb\xbf'):
|
||||
files_with_bom.append(file_path)
|
||||
print(f"发现BOM: {file_path}")
|
||||
else:
|
||||
print(f"无BOM: {file_path}")
|
||||
except Exception as e:
|
||||
print(f"检查文件失败 {file_path}: {e}")
|
||||
|
||||
# 输出总结
|
||||
if files_with_bom:
|
||||
print(f"\n发现{len(files_with_bom)}个文件含有BOM字符:")
|
||||
for file in files_with_bom:
|
||||
print(f"- {file}")
|
||||
else:
|
||||
print("\n所有检查的文件都不含有BOM字符。")
|
||||
437
config_jingbo.py
437
config_jingbo.py
@ -91,186 +91,28 @@ data = {
|
||||
# ClassifyId ":1214,原油
|
||||
# ParentId ":1214,"，就是原油下所有的数据。
|
||||
ClassifyId = 1214
|
||||
# ClassifyId = 1285 # 沥青
|
||||
# ClassifyId = 1193 # 成品油
|
||||
|
||||
|
||||
# 变量定义--线上环境
|
||||
# server_host = '10.200.32.39'
|
||||
# login_pushreport_url = "http://10.200.32.39/jingbo-api/api/server/login"
|
||||
# upload_url = "http://10.200.32.39/jingbo-api/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# upload_warning_url = "http://10.200.32.39/jingbo-api/api/basicBuiness/crudeOilWarning/save"
|
||||
# query_data_list_item_nos_url = f"http://{server_host}/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# # 上传数据项值
|
||||
# push_data_value_list_url = f"http://{server_host}/jingbo-api/api/dw/dataValue/pushDataValueList"
|
||||
# # 上传停更数据到市场信息平台
|
||||
# push_waring_data_value_list_url = f"http://{server_host}/jingbo-api/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
# # 获取预警数据中取消订阅指标ID
|
||||
# get_waring_data_value_list_url = f"http://{server_host}/jingbo-api/api/basicBuiness/crudeOilWarning/dataList"
|
||||
|
||||
|
||||
# login_data = {
|
||||
# "data": {
|
||||
# "account": "api_dev",
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
# "terminal": "API"
|
||||
# },
|
||||
# "funcModule": "API",
|
||||
# "funcOperation": "获取token"
|
||||
# }
|
||||
|
||||
|
||||
# upload_data = {
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传原油价格预测报告',
|
||||
# "data": {
|
||||
# "groupNo": '', # 用户组id
|
||||
# "ownerAccount": '27663', # 报告所属用户账号 27663 - 刘小朋
|
||||
# "reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
# "fileName": '', # 文件名称
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
# "smartBusinessClassCode": 'YCJGYCBG', # 分析报告分类编码
|
||||
# "reportEmployeeCode": "E40482", # 报告人 E40482 - 管理员 0000027663 - 刘小朋
|
||||
# "reportDeptCode": "002000621000", # 报告部门 - 002000621000 SH期货研究部
|
||||
# "productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
# }
|
||||
# }
|
||||
|
||||
# warning_data = {
|
||||
# "groupNo": '', # 用户组id
|
||||
# "funcModule": '原油特征停更预警',
|
||||
# "funcOperation": '原油特征停更预警',
|
||||
# "data": {
|
||||
# 'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
# 'WARNING_CONTENT': '',
|
||||
# 'WARNING_DATE': ''
|
||||
# }
|
||||
# }
|
||||
|
||||
# query_data_list_item_nos_data = {
|
||||
# "funcModule": "数据项",
|
||||
# "funcOperation": "查询",
|
||||
# "data": {
|
||||
# "dateStart": "20200101",
|
||||
# "dateEnd": "20241231",
|
||||
# "dataItemNoList": ["Brentzdj", "Brentzgj"] # 数据项编码,代表 brent最低价和最高价
|
||||
# }
|
||||
# }
|
||||
|
||||
|
||||
# push_data_value_list_data = {
|
||||
# "funcModule": "数据表信息列表",
|
||||
# "funcOperation": "新增",
|
||||
# "data": [
|
||||
# {"dataItemNo": "91230600716676129",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.11
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# }
|
||||
# ]
|
||||
# }
|
||||
|
||||
|
||||
# push_waring_data_value_list_data = {
|
||||
# "data": {
|
||||
# "crudeOilWarningDtoList": [
|
||||
# {
|
||||
# "lastUpdateDate": "20240501",
|
||||
# "updateSuspensionCycle": 1,
|
||||
# "dataSource": "8",
|
||||
# "frequency": "1",
|
||||
# "indicatorName": "美元指数",
|
||||
# "indicatorId": "myzs001",
|
||||
# "warningDate": "2024-05-13"
|
||||
# }
|
||||
# ],
|
||||
# "dataSource": "8"
|
||||
# },
|
||||
# "funcModule": "商品数据同步",
|
||||
# "funcOperation": "同步"
|
||||
# }
|
||||
|
||||
|
||||
# get_waring_data_value_list_data = {
|
||||
# "data": "8", "funcModule": "商品数据同步", "funcOperation": "同步"}
|
||||
|
||||
|
||||
# # 八大维度数据项编码
|
||||
# bdwd_items = {
|
||||
# 'ciri': '原油大数据预测|FORECAST|PRICE|T',
|
||||
# 'benzhou': '原油大数据预测|FORECAST|PRICE|W',
|
||||
# 'cizhou': '原油大数据预测|FORECAST|PRICE|W_1',
|
||||
# 'gezhou': '原油大数据预测|FORECAST|PRICE|W_2',
|
||||
# 'ciyue': '原油大数据预测|FORECAST|PRICE|M_1',
|
||||
# 'cieryue': '原油大数据预测|FORECAST|PRICE|M_2',
|
||||
# 'cisanyue': '原油大数据预测|FORECAST|PRICE|M_3',
|
||||
# 'cisiyue': '原油大数据预测|FORECAST|PRICE|M_4',
|
||||
# }
|
||||
|
||||
|
||||
# 套期保值正式环境start
|
||||
tqbz_login_url = "http://10.200.32.39/jbsh/api/server/login"
|
||||
tqbz_login_data = {
|
||||
"funcModule": "login",
|
||||
"funcOperation": "login",
|
||||
"data": {
|
||||
"account": "api_szh",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode":"7145255749fb7d61263081fca3cb1469",
|
||||
"terminal": "API"
|
||||
}
|
||||
}
|
||||
query_is_trading_day_url = "http://10.200.32.39/jbsh/api/dd/futuresCalendar/checkTradeDay"
|
||||
is_trading_day_data = {
|
||||
"funcModule": "检查是否交易日",
|
||||
"funcOperation": "检查是否交易日",
|
||||
"data": "20251010"
|
||||
}
|
||||
# 套期保值正式环境end
|
||||
|
||||
|
||||
# # 生产环境数据库
|
||||
# host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
# port = 3306
|
||||
# dbusername = 'jingbo'
|
||||
# password = 'shihua@123'
|
||||
# dbname = 'jingbo'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
|
||||
# 变量定义--测试环境
|
||||
server_host = '192.168.100.53' # 内网
|
||||
# server_host = '183.242.74.28' # 外网
|
||||
login_pushreport_url = f"http://{server_host}:8080/jingbo-dev/api/server/login"
|
||||
# 上传报告
|
||||
upload_url = f"http://{server_host}:8080/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# 停更预警
|
||||
upload_warning_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
# 查询数据项编码
|
||||
query_data_list_item_nos_url = f"http://{server_host}:8080/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
server_host = '10.200.32.39'
|
||||
login_pushreport_url = "http://10.200.32.39/jingbo-api/api/server/login"
|
||||
upload_url = "http://10.200.32.39/jingbo-api/api/analysis/reportInfo/researchUploadReportSave"
|
||||
upload_warning_url = "http://10.200.32.39/jingbo-api/api/basicBuiness/crudeOilWarning/save"
|
||||
query_data_list_item_nos_url = f"http://{server_host}/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# 上传数据项值
|
||||
push_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
push_data_value_list_url = f"http://{server_host}/jingbo-api/api/dw/dataValue/pushDataValueList"
|
||||
# 上传停更数据到市场信息平台
|
||||
push_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
push_waring_data_value_list_url = f"http://{server_host}/jingbo-api/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
# 获取预警数据中取消订阅指标ID
|
||||
get_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/dataList"
|
||||
get_waring_data_value_list_url = f"http://{server_host}/jingbo-api/api/basicBuiness/crudeOilWarning/dataList"
|
||||
|
||||
|
||||
login_data = {
|
||||
"data": {
|
||||
"account": "api_test",
|
||||
# "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
"account": "api_dev",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
"terminal": "API"
|
||||
},
|
||||
@ -278,25 +120,24 @@ login_data = {
|
||||
"funcOperation": "获取token"
|
||||
}
|
||||
|
||||
|
||||
upload_data = {
|
||||
"groupNo": '', # 用户组id
|
||||
"funcModule": '研究报告信息',
|
||||
"funcOperation": '上传原油价格预测报告',
|
||||
"data": {
|
||||
"ownerAccount": 'arui', # 报告所属用户账号
|
||||
"groupNo": '', # 用户组id
|
||||
"ownerAccount": '27663', # 报告所属用户账号 27663 - 刘小朋
|
||||
"reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
"fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
"fileName": '', # 文件名称
|
||||
"fileBase64": '', # 文件内容base64
|
||||
"categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
"smartBusinessClassCode": 'YCJGYCBG', # 分析报告分类编码
|
||||
"reportEmployeeCode": "E40116", # 报告人
|
||||
"reportDeptCode": "D0044", # 报告部门
|
||||
"reportEmployeeCode": "E40482", # 报告人 E40482 - 管理员 0000027663 - 刘小朋
|
||||
"reportDeptCode": "002000621000", # 报告部门 - 002000621000 SH期货研究部
|
||||
"productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
# 已弃用
|
||||
warning_data = {
|
||||
"groupNo": '', # 用户组id
|
||||
"funcModule": '原油特征停更预警',
|
||||
@ -318,6 +159,7 @@ query_data_list_item_nos_data = {
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
push_data_value_list_data = {
|
||||
"funcModule": "数据表信息列表",
|
||||
"funcOperation": "新增",
|
||||
@ -340,6 +182,7 @@ push_data_value_list_data = {
|
||||
]
|
||||
}
|
||||
|
||||
|
||||
push_waring_data_value_list_data = {
|
||||
"data": {
|
||||
"crudeOilWarningDtoList": [
|
||||
@ -363,53 +206,208 @@ push_waring_data_value_list_data = {
|
||||
get_waring_data_value_list_data = {
|
||||
"data": "8", "funcModule": "商品数据同步", "funcOperation": "同步"}
|
||||
|
||||
# 套期保值北京环境start
|
||||
tqbz_login_url = "http://192.168.101.197:8080/jbsh/api/server/login"
|
||||
|
||||
# 套期保值正式环境start
|
||||
tqbz_login_url = "http://10.200.32.39/jbsh/api/server/login"
|
||||
tqbz_login_data = {
|
||||
"funcModule": "login",
|
||||
"funcOperation": "login",
|
||||
"data": {
|
||||
"account": "apitest",
|
||||
"account": "api_szh",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode": "c5207389b0a254149fccc69c9c68397e",
|
||||
"tenantHashCode": "7145255749fb7d61263081fca3cb1469",
|
||||
"terminal": "API"
|
||||
}
|
||||
}
|
||||
query_is_trading_day_url = "http://192.168.101.197:8080/jbsh/api/dd/futuresCalendar/checkTradeDay"
|
||||
query_is_trading_day_url = "http://10.200.32.39/jbsh/api/dd/futuresCalendar/checkTradeDay"
|
||||
is_trading_day_data = {
|
||||
"funcModule": "检查是否交易日",
|
||||
"funcOperation": "检查是否交易日",
|
||||
"data": "20251010"
|
||||
"funcModule": "检查是否交易日",
|
||||
"funcOperation": "检查是否交易日",
|
||||
"data": "20251010"
|
||||
}
|
||||
# 套期保值北京环境end
|
||||
|
||||
|
||||
# 套期保值正式环境end
|
||||
|
||||
|
||||
# 八大维度数据项编码
|
||||
bdwd_items = {
|
||||
'ciri': 'yyycbdwdcr',
|
||||
'cierri': 'yyycbdwdcer',
|
||||
'cisanri': 'yyycbdwdcsanr',
|
||||
'cisiri': 'yyycbdwdcsir',
|
||||
'benzhou': 'yyycbdwdbz',
|
||||
'cizhou': 'yyycbdwdcz',
|
||||
'gezhou': 'yyycbdwdgz',
|
||||
'ciyue': 'yyycbdwdcy',
|
||||
'cieryue': 'yyycbdwdcey',
|
||||
'cisanyue': 'yyycbdwdcsy',
|
||||
'cisiyue': 'yyycbdwdcsiy',
|
||||
'ciri': '原油大数据预测|FORECAST|PRICE|T',
|
||||
'benzhou': '原油大数据预测|FORECAST|PRICE|W',
|
||||
'cizhou': '原油大数据预测|FORECAST|PRICE|W_1',
|
||||
'gezhou': '原油大数据预测|FORECAST|PRICE|W_2',
|
||||
'ciyue': '原油大数据预测|FORECAST|PRICE|M_1',
|
||||
'cieryue': '原油大数据预测|FORECAST|PRICE|M_2',
|
||||
'cisanyue': '原油大数据预测|FORECAST|PRICE|M_3',
|
||||
'cisiyue': '原油大数据预测|FORECAST|PRICE|M_4',
|
||||
}
|
||||
|
||||
|
||||
# 北京环境数据库
|
||||
host = '192.168.101.27'
|
||||
# 生产环境数据库
|
||||
host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
port = 3306
|
||||
dbusername = 'root'
|
||||
password = '123456'
|
||||
dbname = 'jingbo_test'
|
||||
dbusername = 'jingbo'
|
||||
password = 'shihua@123'
|
||||
dbname = 'jingbo'
|
||||
table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
|
||||
# # 变量定义--测试环境
|
||||
# server_host = '192.168.100.53' # 内网
|
||||
# # server_host = '183.242.74.28' # 外网
|
||||
# login_pushreport_url = f"http://{server_host}:8080/jingbo-dev/api/server/login"
|
||||
# # 上传报告
|
||||
# upload_url = f"http://{server_host}:8080/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# # 停更预警
|
||||
# upload_warning_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
# # 查询数据项编码
|
||||
# query_data_list_item_nos_url = f"http://{server_host}:8080/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# # 上传数据项值
|
||||
# push_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
# # 上传停更数据到市场信息平台
|
||||
# push_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
# # 获取预警数据中取消订阅指标ID
|
||||
# get_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/dataList"
|
||||
|
||||
|
||||
# login_data = {
|
||||
# "data": {
|
||||
# "account": "api_test",
|
||||
# # "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
# "terminal": "API"
|
||||
# },
|
||||
# "funcModule": "API",
|
||||
# "funcOperation": "获取token"
|
||||
# }
|
||||
|
||||
# upload_data = {
|
||||
# "groupNo": '', # 用户组id
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传原油价格预测报告',
|
||||
# "data": {
|
||||
# "ownerAccount": 'arui', # 报告所属用户账号
|
||||
# "reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
# "fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
# "smartBusinessClassCode": 'YCJGYCBG', # 分析报告分类编码
|
||||
# "reportEmployeeCode": "E40116", # 报告人
|
||||
# "reportDeptCode": "D0044", # 报告部门
|
||||
# "productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
# }
|
||||
# }
|
||||
|
||||
|
||||
# # 已弃用
|
||||
# warning_data = {
|
||||
# "groupNo": '', # 用户组id
|
||||
# "funcModule": '原油特征停更预警',
|
||||
# "funcOperation": '原油特征停更预警',
|
||||
# "data": {
|
||||
# 'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
# 'WARNING_CONTENT': '',
|
||||
# 'WARNING_DATE': ''
|
||||
# }
|
||||
# }
|
||||
|
||||
# query_data_list_item_nos_data = {
|
||||
# "funcModule": "数据项",
|
||||
# "funcOperation": "查询",
|
||||
# "data": {
|
||||
# "dateStart": "20200101",
|
||||
# "dateEnd": "20241231",
|
||||
# "dataItemNoList": ["Brentzdj", "Brentzgj"] # 数据项编码,代表 brent最低价和最高价
|
||||
# }
|
||||
# }
|
||||
|
||||
# push_data_value_list_data = {
|
||||
# "funcModule": "数据表信息列表",
|
||||
# "funcOperation": "新增",
|
||||
# "data": [
|
||||
# {"dataItemNo": "91230600716676129",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.11
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# }
|
||||
# ]
|
||||
# }
|
||||
|
||||
# push_waring_data_value_list_data = {
|
||||
# "data": {
|
||||
# "crudeOilWarningDtoList": [
|
||||
# {
|
||||
# "lastUpdateDate": "20240501",
|
||||
# "updateSuspensionCycle": 1,
|
||||
# "dataSource": "8",
|
||||
# "frequency": "1",
|
||||
# "indicatorName": "美元指数",
|
||||
# "indicatorId": "myzs001",
|
||||
# "warningDate": "2024-05-13"
|
||||
# }
|
||||
# ],
|
||||
# "dataSource": "8"
|
||||
# },
|
||||
# "funcModule": "商品数据同步",
|
||||
# "funcOperation": "同步"
|
||||
# }
|
||||
|
||||
|
||||
# get_waring_data_value_list_data = {
|
||||
# "data": "8", "funcModule": "商品数据同步", "funcOperation": "同步"}
|
||||
|
||||
# # 套期保值北京环境start
|
||||
# tqbz_login_url = "http://192.168.101.197:8080/jbsh/api/server/login"
|
||||
# tqbz_login_data = {
|
||||
# "funcModule": "login",
|
||||
# "funcOperation": "login",
|
||||
# "data": {
|
||||
# "account": "apitest",
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
# "tenantHashCode": "c5207389b0a254149fccc69c9c68397e",
|
||||
# "terminal": "API"
|
||||
# }
|
||||
# }
|
||||
# query_is_trading_day_url = "http://192.168.101.197:8080/jbsh/api/dd/futuresCalendar/checkTradeDay"
|
||||
# is_trading_day_data = {
|
||||
# "funcModule": "检查是否交易日",
|
||||
# "funcOperation": "检查是否交易日",
|
||||
# "data": "20251010"
|
||||
# }
|
||||
# # 套期保值北京环境end
|
||||
|
||||
|
||||
# # 八大维度数据项编码
|
||||
# bdwd_items = {
|
||||
# 'ciri': 'yyycbdwdcr',
|
||||
# 'cierri': 'yyycbdwdcer',
|
||||
# 'cisanri': 'yyycbdwdcsanr',
|
||||
# 'cisiri': 'yyycbdwdcsir',
|
||||
# 'benzhou': 'yyycbdwdbz',
|
||||
# 'cizhou': 'yyycbdwdcz',
|
||||
# 'gezhou': 'yyycbdwdgz',
|
||||
# 'ciyue': 'yyycbdwdcy',
|
||||
# 'cieryue': 'yyycbdwdcey',
|
||||
# 'cisanyue': 'yyycbdwdcsy',
|
||||
# 'cisiyue': 'yyycbdwdcsiy',
|
||||
# }
|
||||
|
||||
|
||||
# # 北京环境数据库
|
||||
# host = '192.168.101.27'
|
||||
# port = 3306
|
||||
# dbusername = 'root'
|
||||
# password = '123456'
|
||||
# dbname = 'jingbo_test'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
DEFAULT_CONFIG = {
|
||||
'feature_factor_frequency': 'D',
|
||||
'strategy_id': 1,
|
||||
@ -427,22 +425,39 @@ DEFAULT_CONFIG = {
|
||||
|
||||
|
||||
# 开关
|
||||
is_train = False # 是否训练
|
||||
# is_train = False # 是否训练
|
||||
# is_debug = False # 是否调试
|
||||
# is_eta = False # 是否使用eta接口
|
||||
# is_market = True # 是否通过市场信息平台获取特征 ,在is_eta 为true 的情况下生效
|
||||
# is_timefurture = True # 是否使用时间特征
|
||||
# is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
# is_edbcode = False # 特征使用edbcoding列表中的
|
||||
# is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
# is_update_eta = True # 预测结果上传到eta
|
||||
# is_update_report = False # 是否上传报告
|
||||
# is_update_warning_data = True # 是否上传预警数据
|
||||
# is_update_predict_value = True # 是否上传预测值到市场信息平台
|
||||
# is_del_corr = 0.6 # 是否删除相关性高的特征,取值为 0-1 ，0 为不删除，0.6 表示删除相关性小于0.6的特征
|
||||
# is_del_tow_month = True # 是否删除两个月不更新的特征
|
||||
# is_bdwd = False # 是否使用八大维度
|
||||
|
||||
# 线上配置开关勿动 end
|
||||
is_train = True # 是否训练
|
||||
is_debug = False # 是否调试
|
||||
is_eta = False # 是否使用eta接口
|
||||
is_market = False # 是否通过市场信息平台获取特征 ,在is_eta 为true 的情况下生效
|
||||
is_eta = True # 是否使用eta接口
|
||||
is_market = True # 是否通过市场信息平台获取特征 ,在is_eta 为true 的情况下生效
|
||||
is_timefurture = True # 是否使用时间特征
|
||||
is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
is_edbcode = False # 特征使用edbcoding列表中的
|
||||
is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
is_update_eta = False # 预测结果上传到eta
|
||||
is_update_eta = True # 预测结果上传到eta
|
||||
is_update_report = False # 是否上传报告
|
||||
is_update_warning_data = True # 是否上传预警数据
|
||||
is_update_predict_value = True # 是否上传预测值到市场信息平台
|
||||
is_del_corr = 0.6 # 是否删除相关性高的特征,取值为 0-1 ，0 为不删除，0.6 表示删除相关性小于0.6的特征
|
||||
is_del_tow_month = True # 是否删除两个月不更新的特征
|
||||
is_bdwd = False # 是否使用八大维度
|
||||
|
||||
# 线上配置开关勿动 end
|
||||
|
||||
# 连接到数据库
|
||||
db_mysql = MySQLDB(host=host, user=dbusername,
|
||||
|
||||
@ -179,7 +179,6 @@ data = {
|
||||
# ParentId ":1214,"，就是原油下所有的数据。
|
||||
ClassifyId = 1214
|
||||
|
||||
|
||||
# # 变量定义--线上环境
|
||||
# server_host = '10.200.32.39'
|
||||
# login_pushreport_url = "http://10.200.32.39/jingbo-api/api/server/login"
|
||||
@ -264,15 +263,16 @@ ClassifyId = 1214
|
||||
# }
|
||||
|
||||
# push_png_report_data = {
|
||||
# "funcModule": '聚烯烃图片报告',
|
||||
# "funcOperation": '上传聚烯烃PP价格预测图片报告',
|
||||
# "funcModule": '原油预测图片报告',
|
||||
# "funcOperation": '上传原油价格预测图片报告',
|
||||
# "data": {
|
||||
# "groupNo": "000211",
|
||||
# "groupNo": "000197",
|
||||
# "updateTime": "2024-09-06 15:01:29",
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "title": '2025年8月5日日度周度预测结果',
|
||||
# "billNo": '',
|
||||
# "pushContent": ""
|
||||
# "pushContent": "",
|
||||
# "msgFuncCode":"OLD_PRICE_FORECAST" # 原油模板code
|
||||
# }
|
||||
# }
|
||||
|
||||
@ -403,7 +403,8 @@ push_png_report_data = {
|
||||
"fileBase64": '', # 文件内容base64
|
||||
"title": '2025年8月5日日度周度预测结果',
|
||||
"billNo": '',
|
||||
"pushContent": "2025年8月5日日度周度预测结果"
|
||||
"pushContent": "2025年8月5日日度周度预测结果",
|
||||
"msgFuncCode":"OLD_PRICE_FORECAST" # 原油模板code
|
||||
}
|
||||
}
|
||||
|
||||
@ -424,7 +425,7 @@ upload_report_audit_data = {
|
||||
"reportDeptCode": "D0044", # 报告部门
|
||||
"productGroupCode": "RAW_MATERIAL", # 商品分类
|
||||
"imgGroupNo": '000197', # 推送图片接口人员用户组编码
|
||||
"authGroupNo":'000197', # 权限用户组编码
|
||||
"authGroupNo": '000197', # 权限用户组编码
|
||||
|
||||
}
|
||||
}
|
||||
@ -469,15 +470,15 @@ DEFAULT_CONFIG = {
|
||||
|
||||
|
||||
# 开关
|
||||
is_train = False # 是否训练
|
||||
is_train = True # 是否训练
|
||||
is_debug = False # 是否调试
|
||||
is_eta = False # 是否使用eta接口
|
||||
is_market = False # 是否通过市场信息平台获取特征 ,在is_eta 为true 的情况下生效
|
||||
is_eta = True # 是否使用eta接口
|
||||
is_market = True # 是否通过市场信息平台获取特征 ,在is_eta 为true 的情况下生效
|
||||
is_timefurture = True # 是否使用时间特征
|
||||
is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
is_edbcode = False # 特征使用edbcoding列表中的
|
||||
is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
is_update_eta = False # 预测结果上传到eta
|
||||
is_update_eta = True # 预测结果上传到eta
|
||||
is_update_report = False # 是否上传报告
|
||||
is_update_warning_data = False # 是否上传预警数据
|
||||
is_update_predict_value = True # 是否上传预测值到市场信息平台
|
||||
@ -486,6 +487,7 @@ is_del_tow_month = False # 是否删除两个月不更新的特征
|
||||
is_bdwd = True # 是否使用八大维度
|
||||
|
||||
|
||||
|
||||
# 连接到数据库
|
||||
db_mysql = MySQLDB(host=host, user=dbusername,
|
||||
password=password, database=dbname)
|
||||
|
||||
@ -119,125 +119,19 @@ data = {
|
||||
ClassifyId = 1214
|
||||
|
||||
|
||||
# # 变量定义--线上环境
|
||||
# server_host = '10.200.32.39'
|
||||
# login_pushreport_url = "http://10.200.32.39/jingbo-api/api/server/login"
|
||||
# upload_url = "http://10.200.32.39/jingbo-api/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# upload_warning_url = "http://10.200.32.39/jingbo-api/api/basicBuiness/crudeOilWarning/save"
|
||||
# query_data_list_item_nos_url = f"http://{server_host}/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# # 上传数据项值
|
||||
# push_data_value_list_url = f"http://{server_host}/jingbo-api/api/dw/dataValue/pushDataValueList"
|
||||
|
||||
# login_data = {
|
||||
# "data": {
|
||||
# "account": "api_dev",
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
# "terminal": "API"
|
||||
# },
|
||||
# "funcModule": "API",
|
||||
# "funcOperation": "获取token"
|
||||
# }
|
||||
|
||||
|
||||
# upload_data = {
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传原油价格预测报告',
|
||||
# "data": {
|
||||
# "groupNo": '', # 用户组id
|
||||
# "ownerAccount": '27663', # 报告所属用户账号 27663 - 刘小朋
|
||||
# "reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
# "fileName": '', # 文件名称
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
# "smartBusinessClassCode": 'YCJGYCBG', # 分析报告分类编码
|
||||
# "reportEmployeeCode": "E40482", # 报告人 E40482 - 管理员 0000027663 - 刘小朋
|
||||
# "reportDeptCode": "002000621000", # 报告部门 - 002000621000 SH期货研究部
|
||||
# "productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
# }
|
||||
# }
|
||||
|
||||
# warning_data = {
|
||||
# "groupNo": '', # 用户组id
|
||||
# "funcModule": '原油特征停更预警',
|
||||
# "funcOperation": '原油特征停更预警',
|
||||
# "data": {
|
||||
# 'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
# 'WARNING_CONTENT': '',
|
||||
# 'WARNING_DATE': ''
|
||||
# }
|
||||
# }
|
||||
|
||||
# query_data_list_item_nos_data = {
|
||||
# "funcModule": "数据项",
|
||||
# "funcOperation": "查询",
|
||||
# "data": {
|
||||
# "dateStart": "20200101",
|
||||
# "dateEnd": "20241231",
|
||||
# "dataItemNoList": ["Brentzdj", "Brentzgj"] # 数据项编码,代表 brent最低价和最高价
|
||||
# }
|
||||
# }
|
||||
|
||||
|
||||
# push_data_value_list_data = {
|
||||
# "funcModule": "数据表信息列表",
|
||||
# "funcOperation": "新增",
|
||||
# "data": [
|
||||
# {"dataItemNo": "91230600716676129",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.11
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# }
|
||||
# ]
|
||||
# }
|
||||
# # 八大维度数据项编码
|
||||
# bdwd_items = {
|
||||
# 'ciri': '原油大数据预测|FORECAST|PRICE|T',
|
||||
# 'benzhou': '原油大数据预测|FORECAST|PRICE|W',
|
||||
# 'cizhou': '原油大数据预测|FORECAST|PRICE|W_1',
|
||||
# 'gezhou': '原油大数据预测|FORECAST|PRICE|W_2',
|
||||
# 'ciyue': '原油大数据预测|FORECAST|PRICE|M_1',
|
||||
# 'cieryue': '原油大数据预测|FORECAST|PRICE|M_2',
|
||||
# 'cisanyue': '原油大数据预测|FORECAST|PRICE|M_3',
|
||||
# 'cisiyue': '原油大数据预测|FORECAST|PRICE|M_4',
|
||||
# }
|
||||
|
||||
|
||||
# # 生产环境数据库
|
||||
# host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
# port = 3306
|
||||
# dbusername = 'jingbo'
|
||||
# password = 'shihua@123'
|
||||
# dbname = 'jingbo'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
|
||||
# # 变量定义--测试环境
|
||||
server_host = '192.168.100.53:8080' # 内网
|
||||
# server_host = '183.242.74.28' # 外网
|
||||
|
||||
login_pushreport_url = f"http://{server_host}/jingbo-dev/api/server/login"
|
||||
upload_url = f"http://{server_host}/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
upload_warning_url = f"http://{server_host}/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
query_data_list_item_nos_url = f"http://{server_host}/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# 变量定义--线上环境
|
||||
server_host = '10.200.32.39'
|
||||
login_pushreport_url = "http://10.200.32.39/jingbo-api/api/server/login"
|
||||
upload_url = "http://10.200.32.39/jingbo-api/api/analysis/reportInfo/researchUploadReportSave"
|
||||
upload_warning_url = "http://10.200.32.39/jingbo-api/api/basicBuiness/crudeOilWarning/save"
|
||||
query_data_list_item_nos_url = f"http://{server_host}/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# 上传数据项值
|
||||
push_data_value_list_url = f"http://{server_host}/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
push_data_value_list_url = f"http://{server_host}/jingbo-api/api/dw/dataValue/pushDataValueList"
|
||||
|
||||
login_data = {
|
||||
"data": {
|
||||
"account": "api_test",
|
||||
# "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
"account": "api_dev",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
"terminal": "API"
|
||||
},
|
||||
@ -245,24 +139,26 @@ login_data = {
|
||||
"funcOperation": "获取token"
|
||||
}
|
||||
|
||||
|
||||
upload_data = {
|
||||
"funcModule": '研究报告信息',
|
||||
"funcOperation": '上传原油价格预测报告',
|
||||
"data": {
|
||||
"ownerAccount": 'arui', # 报告所属用户账号
|
||||
"groupNo": '', # 用户组id
|
||||
"ownerAccount": '27663', # 报告所属用户账号 27663 - 刘小朋
|
||||
"reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
"fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
"fileName": '', # 文件名称
|
||||
"fileBase64": '', # 文件内容base64
|
||||
"categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
"smartBusinessClassCode": 'YCJGYCBG', # 分析报告分类编码
|
||||
"reportEmployeeCode": "E40116", # 报告人
|
||||
"reportDeptCode": "D0044", # 报告部门
|
||||
"reportEmployeeCode": "E40482", # 报告人 E40482 - 管理员 0000027663 - 刘小朋
|
||||
"reportDeptCode": "002000621000", # 报告部门 - 002000621000 SH期货研究部
|
||||
"productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
warning_data = {
|
||||
"groupNo": '', # 用户组id
|
||||
"funcModule": '原油特征停更预警',
|
||||
"funcOperation": '原油特征停更预警',
|
||||
"data": {
|
||||
@ -282,6 +178,7 @@ query_data_list_item_nos_data = {
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
push_data_value_list_data = {
|
||||
"funcModule": "数据表信息列表",
|
||||
"funcOperation": "新增",
|
||||
@ -305,28 +202,131 @@ push_data_value_list_data = {
|
||||
}
|
||||
# 八大维度数据项编码
|
||||
bdwd_items = {
|
||||
'ciri': 'yyycbdwdcr',
|
||||
'cierri': 'yyycbdwdcer',
|
||||
'cisanri': 'yyycbdwdcsanr',
|
||||
'cisiri': 'yyycbdwdcsir',
|
||||
'benzhou': 'yyycbdwdbz',
|
||||
'cizhou': 'yyycbdwdcz',
|
||||
'gezhou': 'yyycbdwdgz',
|
||||
'ciyue': 'yyycbdwdcy',
|
||||
'cieryue': 'yyycbdwdcey',
|
||||
'cisanyue': 'yyycbdwdcsy',
|
||||
'cisiyue': 'yyycbdwdcsiy',
|
||||
'ciri': '原油大数据预测|FORECAST|PRICE|T',
|
||||
'benzhou': '原油大数据预测|FORECAST|PRICE|W',
|
||||
'cizhou': '原油大数据预测|FORECAST|PRICE|W_1',
|
||||
'gezhou': '原油大数据预测|FORECAST|PRICE|W_2',
|
||||
'ciyue': '原油大数据预测|FORECAST|PRICE|M_1',
|
||||
'cieryue': '原油大数据预测|FORECAST|PRICE|M_2',
|
||||
'cisanyue': '原油大数据预测|FORECAST|PRICE|M_3',
|
||||
'cisiyue': '原油大数据预测|FORECAST|PRICE|M_4',
|
||||
}
|
||||
|
||||
|
||||
# 北京环境数据库
|
||||
host = '192.168.101.27'
|
||||
# 生产环境数据库
|
||||
host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
port = 3306
|
||||
dbusername = 'root'
|
||||
password = '123456'
|
||||
dbname = 'jingbo_test'
|
||||
dbusername = 'jingbo'
|
||||
password = 'shihua@123'
|
||||
dbname = 'jingbo'
|
||||
table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
|
||||
# # 变量定义--测试环境
|
||||
# server_host = '192.168.100.53:8080' # 内网
|
||||
# # server_host = '183.242.74.28' # 外网
|
||||
|
||||
# login_pushreport_url = f"http://{server_host}/jingbo-dev/api/server/login"
|
||||
# upload_url = f"http://{server_host}/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# upload_warning_url = f"http://{server_host}/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
# query_data_list_item_nos_url = f"http://{server_host}/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# # 上传数据项值
|
||||
# push_data_value_list_url = f"http://{server_host}/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
|
||||
# login_data = {
|
||||
# "data": {
|
||||
# "account": "api_test",
|
||||
# # "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
# "terminal": "API"
|
||||
# },
|
||||
# "funcModule": "API",
|
||||
# "funcOperation": "获取token"
|
||||
# }
|
||||
|
||||
# upload_data = {
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传原油价格预测报告',
|
||||
# "data": {
|
||||
# "ownerAccount": 'arui', # 报告所属用户账号
|
||||
# "reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
# "fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
# "smartBusinessClassCode": 'YCJGYCBG', # 分析报告分类编码
|
||||
# "reportEmployeeCode": "E40116", # 报告人
|
||||
# "reportDeptCode": "D0044", # 报告部门
|
||||
# "productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
# }
|
||||
# }
|
||||
|
||||
|
||||
# warning_data = {
|
||||
# "funcModule": '原油特征停更预警',
|
||||
# "funcOperation": '原油特征停更预警',
|
||||
# "data": {
|
||||
# 'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
# 'WARNING_CONTENT': '',
|
||||
# 'WARNING_DATE': ''
|
||||
# }
|
||||
# }
|
||||
|
||||
# query_data_list_item_nos_data = {
|
||||
# "funcModule": "数据项",
|
||||
# "funcOperation": "查询",
|
||||
# "data": {
|
||||
# "dateStart": "20200101",
|
||||
# "dateEnd": "20241231",
|
||||
# "dataItemNoList": ["Brentzdj", "Brentzgj"] # 数据项编码,代表 brent最低价和最高价
|
||||
# }
|
||||
# }
|
||||
|
||||
# push_data_value_list_data = {
|
||||
# "funcModule": "数据表信息列表",
|
||||
# "funcOperation": "新增",
|
||||
# "data": [
|
||||
# {"dataItemNo": "91230600716676129",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.11
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# }
|
||||
# ]
|
||||
# }
|
||||
# # 八大维度数据项编码
|
||||
# bdwd_items = {
|
||||
# 'ciri': 'yyycbdwdcr',
|
||||
# 'cierri': 'yyycbdwdcer',
|
||||
# 'cisanri': 'yyycbdwdcsanr',
|
||||
# 'cisiri': 'yyycbdwdcsir',
|
||||
# 'benzhou': 'yyycbdwdbz',
|
||||
# 'cizhou': 'yyycbdwdcz',
|
||||
# 'gezhou': 'yyycbdwdgz',
|
||||
# 'ciyue': 'yyycbdwdcy',
|
||||
# 'cieryue': 'yyycbdwdcey',
|
||||
# 'cisanyue': 'yyycbdwdcsy',
|
||||
# 'cisiyue': 'yyycbdwdcsiy',
|
||||
# }
|
||||
|
||||
|
||||
# # 北京环境数据库
|
||||
# host = '192.168.101.27'
|
||||
# port = 3306
|
||||
# dbusername = 'root'
|
||||
# password = '123456'
|
||||
# dbname = 'jingbo_test'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
DEFAULT_CONFIG = {
|
||||
'feature_factor_frequency': 'D',
|
||||
'strategy_id': 1,
|
||||
@ -343,17 +343,16 @@ DEFAULT_CONFIG = {
|
||||
}
|
||||
|
||||
|
||||
|
||||
# 开关
|
||||
is_train = False # 是否训练
|
||||
is_train = True # 是否训练
|
||||
is_debug = False # 是否调试
|
||||
is_eta = False # 是否使用eta接口
|
||||
is_market = False # 是否通过市场信息平台获取特征 ,在is_eta 为true 的情况下生效
|
||||
is_eta = True # 是否使用eta接口
|
||||
is_market = True # 是否通过市场信息平台获取特征 ,在is_eta 为true 的情况下生效
|
||||
is_timefurture = True # 是否使用时间特征
|
||||
is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
is_edbcode = False # 特征使用edbcoding列表中的
|
||||
is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
is_update_eta = False # 预测结果上传到eta
|
||||
is_update_eta = True # 预测结果上传到eta
|
||||
is_update_report = False # 是否上传报告
|
||||
is_update_warning_data = False # 是否上传预警数据
|
||||
is_update_predict_value = True # 是否上传预测值到市场信息平台
|
||||
@ -361,6 +360,23 @@ is_del_corr = 0.6 # 是否删除相关性高的特征,取值为 0-1 ，0 为不
|
||||
is_del_tow_month = True # 是否删除两个月不更新的特征
|
||||
is_bdwd = False # 是否使用八大维度
|
||||
|
||||
# 线上配置勿动
|
||||
# is_train = True # 是否训练
|
||||
# is_debug = False # 是否调试
|
||||
# is_eta = True # 是否使用eta接口
|
||||
# is_market = True # 是否通过市场信息平台获取特征 ,在is_eta 为true 的情况下生效
|
||||
# is_timefurture = True # 是否使用时间特征
|
||||
# is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
# is_edbcode = False # 特征使用edbcoding列表中的
|
||||
# is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
# is_update_eta = True # 预测结果上传到eta
|
||||
# is_update_report = False # 是否上传报告
|
||||
# is_update_warning_data = False # 是否上传预警数据
|
||||
# is_update_predict_value = True # 是否上传预测值到市场信息平台
|
||||
# is_del_corr = 0.6 # 是否删除相关性高的特征,取值为 0-1 ，0 为不删除，0.6 表示删除相关性小于0.6的特征
|
||||
# is_del_tow_month = True # 是否删除两个月不更新的特征
|
||||
# is_bdwd = False # 是否使用八大维度
|
||||
# 线上配置勿动 end
|
||||
|
||||
# 连接到数据库
|
||||
db_mysql = MySQLDB(host=host, user=dbusername,
|
||||
|
||||
@ -140,6 +140,8 @@ data = {
|
||||
# ClassifyId ":1214,原油
|
||||
# ParentId ":1214,"，就是原油下所有的数据。
|
||||
ClassifyId = 1161
|
||||
# ClassifyId = 1324 # 苯乙烯
|
||||
|
||||
|
||||
|
||||
# 变量定义--线上环境
|
||||
@ -256,24 +258,25 @@ get_waring_data_value_list_data = {
|
||||
# 套期保值正式环境start
|
||||
tqbz_login_url = "http://10.200.32.39/jbsh/api/server/login"
|
||||
tqbz_login_data = {
|
||||
"funcModule": "login",
|
||||
"funcOperation": "login",
|
||||
"data": {
|
||||
"account": "api_szh",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode":"7145255749fb7d61263081fca3cb1469",
|
||||
"terminal": "API"
|
||||
}
|
||||
"funcModule": "login",
|
||||
"funcOperation": "login",
|
||||
"data": {
|
||||
"account": "api_szh",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode": "7145255749fb7d61263081fca3cb1469",
|
||||
"terminal": "API"
|
||||
}
|
||||
}
|
||||
query_is_trading_day_url = "http://10.200.32.39/jbsh/api/dd/futuresCalendar/checkTradeDay"
|
||||
is_trading_day_data = {
|
||||
"funcModule": "检查是否交易日",
|
||||
"funcOperation": "检查是否交易日",
|
||||
"data": "20251010"
|
||||
"funcModule": "检查是否交易日",
|
||||
"funcOperation": "检查是否交易日",
|
||||
"data": "20251010"
|
||||
}
|
||||
# 套期保值正式环境end
|
||||
|
||||
|
||||
# 交易日历编码
|
||||
CALENDAR_NO = "TSRL_0001"
|
||||
|
||||
# 八大维度数据项编码
|
||||
bdwd_items = {
|
||||
@ -292,155 +295,158 @@ bdwd_items = {
|
||||
|
||||
|
||||
# 生产环境数据库
|
||||
# host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
# port = 3306
|
||||
# dbusername = 'jingbo'
|
||||
# password = 'shihua@123'
|
||||
# dbname = 'jingbo'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
|
||||
# 变量定义--测试环境
|
||||
server_host = '192.168.100.53' # 内网
|
||||
# server_host = '183.242.74.28' # 外网
|
||||
login_pushreport_url = f"http://{server_host}:8080/jingbo-dev/api/server/login"
|
||||
# 上传报告
|
||||
upload_url = f"http://{server_host}:8080/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# 停更预警
|
||||
upload_warning_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
# 查询数据项编码
|
||||
query_data_list_item_nos_url = f"http://{server_host}:8080/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# 上传数据项值
|
||||
push_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
# 上传停更数据到市场信息平台
|
||||
push_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
# 获取预警数据中取消订阅指标ID
|
||||
get_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/dataList"
|
||||
|
||||
|
||||
login_data = {
|
||||
"data": {
|
||||
"account": "api_test",
|
||||
# "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
"tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
"terminal": "API"
|
||||
},
|
||||
"funcModule": "API",
|
||||
"funcOperation": "获取token"
|
||||
}
|
||||
|
||||
upload_data = {
|
||||
"funcModule": '研究报告信息',
|
||||
"funcOperation": '上传聚烯烃PP价格预测报告',
|
||||
"data": {
|
||||
"groupNo": "000127",
|
||||
"ownerAccount": 'arui', # 报告所属用户账号
|
||||
"reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
"fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
"fileBase64": '', # 文件内容base64
|
||||
"categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
"smartBusinessClassCode": 'JXTJGYCBG', # 分析报告分类编码
|
||||
"reportEmployeeCode": "E40116", # 报告人
|
||||
"reportDeptCode": "D0044", # 报告部门
|
||||
"productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
}
|
||||
}
|
||||
|
||||
# 已弃用
|
||||
warning_data = {
|
||||
"funcModule": '原油特征停更预警',
|
||||
"funcOperation": '原油特征停更预警',
|
||||
"data": {
|
||||
"groupNo": "000127",
|
||||
'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
'WARNING_CONTENT': '',
|
||||
'WARNING_DATE': ''
|
||||
}
|
||||
}
|
||||
|
||||
query_data_list_item_nos_data = {
|
||||
"funcModule": "数据项",
|
||||
"funcOperation": "查询",
|
||||
"data": {
|
||||
"dateStart": "20200101",
|
||||
"dateEnd": "",
|
||||
# 数据项编码,代表 PP期货 价格
|
||||
"dataItemNoList": ["MAIN_CONFT_SETTLE_PRICE"]
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
push_data_value_list_data = {
|
||||
"funcModule": "数据表信息列表",
|
||||
"funcOperation": "新增",
|
||||
"data": [
|
||||
{"dataItemNo": "91230600716676129",
|
||||
"dataDate": "20230113",
|
||||
"dataStatus": "add",
|
||||
"dataValue": 100.11
|
||||
},
|
||||
{"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
"dataDate": "20230113",
|
||||
"dataStatus": "add",
|
||||
"dataValue": 100.55
|
||||
},
|
||||
{"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
"dataDate": "20230113",
|
||||
"dataStatus": "add",
|
||||
"dataValue": 100.55
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
|
||||
push_waring_data_value_list_data = {
|
||||
"data": {
|
||||
"crudeOilWarningDtoList": [
|
||||
{
|
||||
"lastUpdateDate": "20240501",
|
||||
"updateSuspensionCycle": 1,
|
||||
"dataSource": "9",
|
||||
"frequency": "1",
|
||||
"indicatorName": "美元指数",
|
||||
"indicatorId": "myzs001",
|
||||
"warningDate": "2024-05-13"
|
||||
}
|
||||
],
|
||||
"dataSource": "9"
|
||||
},
|
||||
"funcModule": "商品数据同步",
|
||||
"funcOperation": "同步"
|
||||
}
|
||||
|
||||
|
||||
get_waring_data_value_list_data = {
|
||||
"data": "9", "funcModule": "商品数据同步", "funcOperation": "同步"}
|
||||
|
||||
|
||||
|
||||
# 八大维度数据项编码
|
||||
bdwd_items = {
|
||||
'ciri': 'jxtppbdwdcr',
|
||||
'cierri': 'jxtppbdwdcer',
|
||||
'cisanri': 'jxtppbdwdcsanr',
|
||||
'cisiri': 'jxtppbdwdcsir',
|
||||
'benzhou': 'jxtppbdwdbz',
|
||||
'cizhou': 'jxtppbdwdcz',
|
||||
'gezhou': 'jxtppbdwdgz',
|
||||
'ciyue': 'jxtppbdwdcy',
|
||||
'cieryue': 'jxtppbdwdcey',
|
||||
'cisanyue': 'jxtppbdwdcsany',
|
||||
'cisiyue': 'jxtppbdwdcsiy',
|
||||
}
|
||||
# 北京环境数据库
|
||||
host = '192.168.101.27'
|
||||
host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
port = 3306
|
||||
dbusername = 'root'
|
||||
password = '123456'
|
||||
dbname = 'jingbo_test'
|
||||
dbusername = 'jingbo'
|
||||
password = 'shihua@123'
|
||||
dbname = 'jingbo'
|
||||
table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
|
||||
# # 变量定义--测试环境
|
||||
# server_host = '192.168.100.53' # 内网
|
||||
# # server_host = '183.242.74.28' # 外网
|
||||
# login_pushreport_url = f"http://{server_host}:8080/jingbo-dev/api/server/login"
|
||||
# # 上传报告
|
||||
# upload_url = f"http://{server_host}:8080/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# # 停更预警
|
||||
# upload_warning_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
# # 查询数据项编码
|
||||
# query_data_list_item_nos_url = f"http://{server_host}:8080/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# # 上传数据项值
|
||||
# push_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
# # 上传停更数据到市场信息平台
|
||||
# push_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
# # 获取预警数据中取消订阅指标ID
|
||||
# get_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/dataList"
|
||||
|
||||
|
||||
# login_data = {
|
||||
# "data": {
|
||||
# "account": "api_test",
|
||||
# # "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
# "terminal": "API"
|
||||
# },
|
||||
# "funcModule": "API",
|
||||
# "funcOperation": "获取token"
|
||||
# }
|
||||
|
||||
# upload_data = {
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传聚烯烃PP价格预测报告',
|
||||
# "data": {
|
||||
# "groupNo": "000127",
|
||||
# "ownerAccount": 'arui', # 报告所属用户账号
|
||||
# "reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
# "fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
# "smartBusinessClassCode": 'JXTJGYCBG', # 分析报告分类编码
|
||||
# "reportEmployeeCode": "E40116", # 报告人
|
||||
# "reportDeptCode": "D0044", # 报告部门
|
||||
# "productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
# }
|
||||
# }
|
||||
|
||||
# # 已弃用
|
||||
# warning_data = {
|
||||
# "funcModule": '原油特征停更预警',
|
||||
# "funcOperation": '原油特征停更预警',
|
||||
# "data": {
|
||||
# "groupNo": "000127",
|
||||
# 'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
# 'WARNING_CONTENT': '',
|
||||
# 'WARNING_DATE': ''
|
||||
# }
|
||||
# }
|
||||
|
||||
# query_data_list_item_nos_data = {
|
||||
# "funcModule": "数据项",
|
||||
# "funcOperation": "查询",
|
||||
# "data": {
|
||||
# "dateStart": "20200101",
|
||||
# "dateEnd": "",
|
||||
# # 数据项编码,代表 PP期货 价格
|
||||
# "dataItemNoList": ["MAIN_CONFT_SETTLE_PRICE"]
|
||||
# }
|
||||
# }
|
||||
|
||||
|
||||
# push_data_value_list_data = {
|
||||
# "funcModule": "数据表信息列表",
|
||||
# "funcOperation": "新增",
|
||||
# "data": [
|
||||
# {"dataItemNo": "91230600716676129",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.11
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# }
|
||||
# ]
|
||||
# }
|
||||
|
||||
|
||||
# push_waring_data_value_list_data = {
|
||||
# "data": {
|
||||
# "crudeOilWarningDtoList": [
|
||||
# {
|
||||
# "lastUpdateDate": "20240501",
|
||||
# "updateSuspensionCycle": 1,
|
||||
# "dataSource": "9",
|
||||
# "frequency": "1",
|
||||
# "indicatorName": "美元指数",
|
||||
# "indicatorId": "myzs001",
|
||||
# "warningDate": "2024-05-13"
|
||||
# }
|
||||
# ],
|
||||
# "dataSource": "9"
|
||||
# },
|
||||
# "funcModule": "商品数据同步",
|
||||
# "funcOperation": "同步"
|
||||
# }
|
||||
|
||||
|
||||
# get_waring_data_value_list_data = {
|
||||
# "data": "9", "funcModule": "商品数据同步", "funcOperation": "同步"}
|
||||
|
||||
|
||||
# # 八大维度数据项编码
|
||||
# bdwd_items = {
|
||||
# 'ciri': 'jxtppbdwdcr',
|
||||
# 'cierri': 'jxtppbdwdcer',
|
||||
# 'cisanri': 'jxtppbdwdcsanr',
|
||||
# 'cisiri': 'jxtppbdwdcsir',
|
||||
# 'benzhou': 'jxtppbdwdbz',
|
||||
# 'cizhou': 'jxtppbdwdcz',
|
||||
# 'gezhou': 'jxtppbdwdgz',
|
||||
# 'ciyue': 'jxtppbdwdcy',
|
||||
# 'cieryue': 'jxtppbdwdcey',
|
||||
# 'cisanyue': 'jxtppbdwdcsany',
|
||||
# 'cisiyue': 'jxtppbdwdcsiy',
|
||||
# }
|
||||
|
||||
# # 交易日历编码
|
||||
# CALENDAR_NO = "test"
|
||||
|
||||
# 北京环境数据库
|
||||
# host = '192.168.101.27'
|
||||
# port = 3306
|
||||
# dbusername = 'root'
|
||||
# password = '123456'
|
||||
# dbname = 'jingbo_test'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
DEFAULT_CONFIG = {
|
||||
'feature_factor_frequency': 'D',
|
||||
'strategy_id': 2,
|
||||
@ -465,7 +471,7 @@ is_timefurture = True # 是否使用时间特征
|
||||
is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
is_edbcode = False # 特征使用edbcoding列表中的
|
||||
is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
is_update_eta = True # 预测结果上传到eta
|
||||
is_update_eta = False # 预测结果上传到eta
|
||||
is_update_report = False # 是否上传报告
|
||||
is_update_warning_data = True # 是否上传预警数据
|
||||
is_update_predict_value = True # 是否上传预测值到市场信息平台
|
||||
|
||||
@ -218,168 +218,19 @@ ClassifyId = 1161
|
||||
|
||||
|
||||
# 变量定义--线上环境
|
||||
# server_host = '10.200.32.39'
|
||||
# login_pushreport_url = "http://10.200.32.39/jingbo-api/api/server/login"
|
||||
# upload_url = "http://10.200.32.39/jingbo-api/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# upload_warning_url = "http://10.200.32.39/jingbo-api/api/basicBuiness/crudeOilWarning/save"
|
||||
# query_data_list_item_nos_url = f"http://{server_host}/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# # 上传数据项值
|
||||
# push_data_value_list_url = f"http://{server_host}/jingbo-api/api/dw/dataValue/pushDataValueList"
|
||||
# push_png_report_url = f"http://{server_host}/jingbo-api/api/analysis/reportInfo/priceForecastImg"
|
||||
|
||||
# login_data = {
|
||||
# "data": {
|
||||
# "account": "api_dev",
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
# "terminal": "API"
|
||||
# },
|
||||
# "funcModule": "API",
|
||||
# "funcOperation": "获取token"
|
||||
# }
|
||||
|
||||
|
||||
# upload_data = {
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传原油价格预测报告',
|
||||
# "data": {
|
||||
# "groupNo": '', # 用户组id
|
||||
# "ownerAccount": '27663', # 报告所属用户账号 27663 - 刘小朋
|
||||
# "reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
# "fileName": '', # 文件名称
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
# "smartBusinessClassCode": 'YCJGYCBG', # 分析报告分类编码
|
||||
# "reportEmployeeCode": "E40482", # 报告人 E40482 - 管理员 0000027663 - 刘小朋
|
||||
# "reportDeptCode": "002000621000", # 报告部门 - 002000621000 SH期货研究部
|
||||
# "productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
# }
|
||||
# }
|
||||
|
||||
# warning_data = {
|
||||
# "groupNo": '', # 用户组id
|
||||
# "funcModule": '原油特征停更预警',
|
||||
# "funcOperation": '原油特征停更预警',
|
||||
# "data": {
|
||||
# 'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
# 'WARNING_CONTENT': '',
|
||||
# 'WARNING_DATE': ''
|
||||
# }
|
||||
# }
|
||||
|
||||
# query_data_list_item_nos_data = {
|
||||
# "funcModule": "数据项",
|
||||
# "funcOperation": "查询",
|
||||
# "data": {
|
||||
# "dateStart": "20150101",
|
||||
# "dateEnd": "20301231",
|
||||
# "dataItemNoList": ["MAIN_CONFT_SETTLE_PRICE"] # 数据项编码,代表 brent最低价和最高价
|
||||
# }
|
||||
# }
|
||||
|
||||
|
||||
# push_data_value_list_data = {
|
||||
# "funcModule": "数据表信息列表",
|
||||
# "funcOperation": "新增",
|
||||
# "data": [
|
||||
# {"dataItemNo": "91230600716676129",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.11
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# }
|
||||
# ]
|
||||
# }
|
||||
|
||||
# push_png_report_data = {
|
||||
# "funcModule": '聚烯烃图片报告',
|
||||
# "funcOperation": '上传聚烯烃PP价格预测图片报告',
|
||||
# "data": {
|
||||
# "groupNo": "000211",
|
||||
# "updateTime": "2024-09-06 15:01:29",
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "title": '2025年8月5日日度周度预测结果',
|
||||
# "billNo": '',
|
||||
# "pushContent": ""
|
||||
# }
|
||||
# }
|
||||
|
||||
# 套期保值正式环境start
|
||||
tqbz_login_url = "http://10.200.32.39/jbsh/api/server/login"
|
||||
tqbz_login_data = {
|
||||
"funcModule": "login",
|
||||
"funcOperation": "login",
|
||||
"data": {
|
||||
"account": "api_szh",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode":"7145255749fb7d61263081fca3cb1469",
|
||||
"terminal": "API"
|
||||
}
|
||||
}
|
||||
query_is_trading_day_url = "http://10.200.32.39/jbsh/api/dd/futuresCalendar/checkTradeDay"
|
||||
is_trading_day_data = {
|
||||
"funcModule": "检查是否交易日",
|
||||
"funcOperation": "检查是否交易日",
|
||||
"data": "20251010"
|
||||
}
|
||||
# 套期保值正式环境end
|
||||
|
||||
# # 八大维度数据项编码
|
||||
# bdwd_items = {
|
||||
# 'ciri': '251889263|FORECAST|PRICE|T01',
|
||||
# 'cierri': '251889263|FORECAST|PRICE|T02',
|
||||
# 'cisanri': '251889263|FORECAST|PRICE|T03',
|
||||
# 'cisiri': '251889263|FORECAST|PRICE|T04',
|
||||
# 'benzhou': '251889263|FORECAST|PRICE|T05',
|
||||
# 'cizhou': '251889263|FORECAST|PRICE|W_01',
|
||||
# 'gezhou': '251889263|FORECAST|PRICE|W_02',
|
||||
# 'ciyue': '251889263|FORECAST|PRICE|M_01',
|
||||
# 'cieryue': '251889263|FORECAST|PRICE|M_02',
|
||||
# 'cisanyue': '251889263|FORECAST|PRICE|M_03',
|
||||
# 'cisiyue': '251889263|FORECAST|PRICE|M_04',
|
||||
# }
|
||||
|
||||
|
||||
# # 报告中八大维度数据项重命名
|
||||
# columnsrename = {'251889263|FORECAST|PRICE|T05': '本周', '251889263|FORECAST|PRICE|M_02': '次二月', '251889263|FORECAST|PRICE|T01': '次日', '251889263|FORECAST|PRICE|M_04': '次四月',
|
||||
# '251889263|FORECAST|PRICE|M_03': '次三月', '251889263|FORECAST|PRICE|M_01': '次月', '251889263|FORECAST|PRICE|W_01': '次周', '251889263|FORECAST|PRICE|W_02': '隔周', }
|
||||
|
||||
|
||||
# # 生产环境数据库
|
||||
# host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
# port = 3306
|
||||
# dbusername = 'jingbo'
|
||||
# password = 'shihua@123'
|
||||
# dbname = 'jingbo'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
|
||||
# 变量定义--测试环境
|
||||
server_host = '192.168.100.53:8080' # 内网
|
||||
# server_host = '183.242.74.28' # 外网
|
||||
login_pushreport_url = f"http://{server_host}/jingbo-dev/api/server/login"
|
||||
upload_url = f"http://{server_host}/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
upload_warning_url = f"http://{server_host}/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
query_data_list_item_nos_url = f"http://{server_host}/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
server_host = '10.200.32.39'
|
||||
login_pushreport_url = "http://10.200.32.39/jingbo-api/api/server/login"
|
||||
upload_url = "http://10.200.32.39/jingbo-api/api/analysis/reportInfo/researchUploadReportSave"
|
||||
upload_warning_url = "http://10.200.32.39/jingbo-api/api/basicBuiness/crudeOilWarning/save"
|
||||
query_data_list_item_nos_url = f"http://{server_host}/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# 上传数据项值
|
||||
push_data_value_list_url = f"http://{server_host}/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
# 上传图片报告
|
||||
push_png_report_url = f"http://{server_host}/jingbo-dev/api/analysis/reportInfo/priceForecastImg"
|
||||
push_data_value_list_url = f"http://{server_host}/jingbo-api/api/dw/dataValue/pushDataValueList"
|
||||
push_png_report_url = f"http://{server_host}/jingbo-api/api/analysis/reportInfo/priceForecastImg"
|
||||
|
||||
login_data = {
|
||||
"data": {
|
||||
"account": "api_test",
|
||||
# "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
"account": "api_dev",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
"terminal": "API"
|
||||
},
|
||||
@ -387,24 +238,26 @@ login_data = {
|
||||
"funcOperation": "获取token"
|
||||
}
|
||||
|
||||
|
||||
upload_data = {
|
||||
"funcModule": '研究报告信息',
|
||||
"funcOperation": '上传聚烯烃PP价格预测报告',
|
||||
"funcOperation": '上传原油价格预测报告',
|
||||
"data": {
|
||||
"ownerAccount": 'arui', # 报告所属用户账号
|
||||
"groupNo": '', # 用户组id
|
||||
"ownerAccount": '27663', # 报告所属用户账号 27663 - 刘小朋
|
||||
"reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
"fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
"fileName": '', # 文件名称
|
||||
"fileBase64": '', # 文件内容base64
|
||||
"categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
"smartBusinessClassCode": 'JXTJGYCBG', # 分析报告分类编码
|
||||
"reportEmployeeCode": "E40116", # 报告人
|
||||
"reportDeptCode": "D0044", # 报告部门
|
||||
"smartBusinessClassCode": 'YCJGYCBG', # 分析报告分类编码
|
||||
"reportEmployeeCode": "E40482", # 报告人 E40482 - 管理员 0000027663 - 刘小朋
|
||||
"reportDeptCode": "002000621000", # 报告部门 - 002000621000 SH期货研究部
|
||||
"productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
warning_data = {
|
||||
"groupNo": '', # 用户组id
|
||||
"funcModule": '原油特征停更预警',
|
||||
"funcOperation": '原油特征停更预警',
|
||||
"data": {
|
||||
@ -418,13 +271,13 @@ query_data_list_item_nos_data = {
|
||||
"funcModule": "数据项",
|
||||
"funcOperation": "查询",
|
||||
"data": {
|
||||
"dateStart": "20200101",
|
||||
"dateEnd": "20241231",
|
||||
# 数据项编码,代表 PP期货 价格
|
||||
"dataItemNoList": ["MAIN_CONFT_SETTLE_PRICE"]
|
||||
"dateStart": "20150101",
|
||||
"dateEnd": "20301231",
|
||||
"dataItemNoList": ["MAIN_CONFT_SETTLE_PRICE"] # 数据项编码,代表 brent最低价和最高价
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
push_data_value_list_data = {
|
||||
"funcModule": "数据表信息列表",
|
||||
"funcOperation": "新增",
|
||||
@ -447,45 +300,198 @@ push_data_value_list_data = {
|
||||
]
|
||||
}
|
||||
|
||||
|
||||
push_png_report_data = {
|
||||
"funcModule": '研究报告信息',
|
||||
"funcOperation": '上传聚烯烃PP价格预测报告',
|
||||
"funcModule": '聚烯烃图片报告',
|
||||
"funcOperation": '上传聚烯烃PP价格预测图片报告',
|
||||
"data": {
|
||||
"groupNo": "000161",
|
||||
"groupNo": "000211",
|
||||
"updateTime": "2024-09-06 15:01:29",
|
||||
"fileBase64": '', # 文件内容base64
|
||||
"title": '2025年8月5日日度周度预测结果',
|
||||
"billNo": '',
|
||||
"pushContent": "2025年8月5日日度周度预测结果"
|
||||
"pushContent": "",
|
||||
"msgFuncCode":"POLYOLEFIN_PRICE_FORECAST" # 聚烯烃模板code
|
||||
}
|
||||
}
|
||||
|
||||
# 套期保值正式环境start
|
||||
tqbz_login_url = "http://10.200.32.39/jbsh/api/server/login"
|
||||
tqbz_login_data = {
|
||||
"funcModule": "login",
|
||||
"funcOperation": "login",
|
||||
"data": {
|
||||
"account": "api_szh",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode": "7145255749fb7d61263081fca3cb1469",
|
||||
"terminal": "API"
|
||||
}
|
||||
}
|
||||
query_is_trading_day_url = "http://10.200.32.39/jbsh/api/dd/futuresCalendar/checkTradeDay"
|
||||
is_trading_day_data = {
|
||||
"funcModule": "检查是否交易日",
|
||||
"funcOperation": "检查是否交易日",
|
||||
"data": "20251010"
|
||||
}
|
||||
# 套期保值正式环境end
|
||||
|
||||
# 八大维度数据项编码
|
||||
bdwd_items = {
|
||||
'ciri': 'jxtppbdwdcr',
|
||||
'benzhou': 'jxtppbdwdbz',
|
||||
'cizhou': 'jxtppbdwdcz',
|
||||
'gezhou': 'jxtppbdwdgz',
|
||||
'ciyue': 'jxtppbdwdcy',
|
||||
'cieryue': 'jxtppbdwdcey',
|
||||
'cisanyue': 'jxtppbdwdcsany',
|
||||
'cisiyue': 'jxtppbdwdcsiy',
|
||||
'ciri': '251889263|FORECAST|PRICE|T01',
|
||||
'cierri': '251889263|FORECAST|PRICE|T02',
|
||||
'cisanri': '251889263|FORECAST|PRICE|T03',
|
||||
'cisiri': '251889263|FORECAST|PRICE|T04',
|
||||
'benzhou': '251889263|FORECAST|PRICE|T05',
|
||||
'cizhou': '251889263|FORECAST|PRICE|W_01',
|
||||
'gezhou': '251889263|FORECAST|PRICE|W_02',
|
||||
'ciyue': '251889263|FORECAST|PRICE|M_01',
|
||||
'cieryue': '251889263|FORECAST|PRICE|M_02',
|
||||
'cisanyue': '251889263|FORECAST|PRICE|M_03',
|
||||
'cisiyue': '251889263|FORECAST|PRICE|M_04',
|
||||
}
|
||||
|
||||
# 报告中八大维度数据项重命名
|
||||
columnsrename = {'jxtppbdwdbz': '本周', 'jxtppbdwdcey': '次二月', 'jxtppbdwdcr': '次日', 'jxtppbdwdcsiy': '次四月',
|
||||
'jxtppbdwdcsany': '次三月', 'jxtppbdwdcy': '次月', 'jxtppbdwdcz': '次周', 'jxtppbdwdgz': '隔周', }
|
||||
|
||||
# 北京环境数据库
|
||||
host = '192.168.101.27'
|
||||
# 报告中八大维度数据项重命名
|
||||
columnsrename = {'251889263|FORECAST|PRICE|T05': '本周', '251889263|FORECAST|PRICE|M_02': '次二月', '251889263|FORECAST|PRICE|T01': '次日', '251889263|FORECAST|PRICE|M_04': '次四月',
|
||||
'251889263|FORECAST|PRICE|M_03': '次三月', '251889263|FORECAST|PRICE|M_01': '次月', '251889263|FORECAST|PRICE|W_01': '次周', '251889263|FORECAST|PRICE|W_02': '隔周', }
|
||||
|
||||
# 交易日历编码
|
||||
CALENDAR_NO = "TSRL_0001"
|
||||
|
||||
# 生产环境数据库
|
||||
host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
port = 3306
|
||||
dbusername = 'root'
|
||||
password = '123456'
|
||||
dbname = 'jingbo_test'
|
||||
dbusername = 'jingbo'
|
||||
password = 'shihua@123'
|
||||
dbname = 'jingbo'
|
||||
table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
|
||||
# # 变量定义--测试环境
|
||||
# server_host = '192.168.100.53:8080' # 内网
|
||||
# # server_host = '183.242.74.28' # 外网
|
||||
# login_pushreport_url = f"http://{server_host}/jingbo-dev/api/server/login"
|
||||
# upload_url = f"http://{server_host}/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# upload_warning_url = f"http://{server_host}/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
# query_data_list_item_nos_url = f"http://{server_host}/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# # 上传数据项值
|
||||
# push_data_value_list_url = f"http://{server_host}/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
# # 上传图片报告
|
||||
# push_png_report_url = f"http://{server_host}/jingbo-dev/api/analysis/reportInfo/priceForecastImg"
|
||||
|
||||
# login_data = {
|
||||
# "data": {
|
||||
# "account": "api_test",
|
||||
# # "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
# "terminal": "API"
|
||||
# },
|
||||
# "funcModule": "API",
|
||||
# "funcOperation": "获取token"
|
||||
# }
|
||||
|
||||
# upload_data = {
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传聚烯烃PP价格预测报告',
|
||||
# "data": {
|
||||
# "ownerAccount": 'arui', # 报告所属用户账号
|
||||
# "reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
# "fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
# "smartBusinessClassCode": 'JXTJGYCBG', # 分析报告分类编码
|
||||
# "reportEmployeeCode": "E40116", # 报告人
|
||||
# "reportDeptCode": "D0044", # 报告部门
|
||||
# "productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
# }
|
||||
# }
|
||||
|
||||
|
||||
# warning_data = {
|
||||
# "funcModule": '原油特征停更预警',
|
||||
# "funcOperation": '原油特征停更预警',
|
||||
# "data": {
|
||||
# 'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
# 'WARNING_CONTENT': '',
|
||||
# 'WARNING_DATE': ''
|
||||
# }
|
||||
# }
|
||||
|
||||
# query_data_list_item_nos_data = {
|
||||
# "funcModule": "数据项",
|
||||
# "funcOperation": "查询",
|
||||
# "data": {
|
||||
# "dateStart": "20200101",
|
||||
# "dateEnd": "20241231",
|
||||
# # 数据项编码,代表 PP期货 价格
|
||||
# "dataItemNoList": ["MAIN_CONFT_SETTLE_PRICE"]
|
||||
# }
|
||||
# }
|
||||
|
||||
# push_data_value_list_data = {
|
||||
# "funcModule": "数据表信息列表",
|
||||
# "funcOperation": "新增",
|
||||
# "data": [
|
||||
# {"dataItemNo": "91230600716676129",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.11
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# }
|
||||
# ]
|
||||
# }
|
||||
|
||||
|
||||
# push_png_report_data = {
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传聚烯烃PP价格预测报告',
|
||||
# "data": {
|
||||
# "groupNo": "000161",
|
||||
# "updateTime": "2024-09-06 15:01:29",
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "title": '2025年8月5日日度周度预测结果',
|
||||
# "billNo": '',
|
||||
# "pushContent": "2025年8月5日日度周度预测结果"
|
||||
# }
|
||||
# }
|
||||
|
||||
|
||||
# # 八大维度数据项编码
|
||||
# bdwd_items = {
|
||||
# 'ciri': 'jxtppbdwdcr',
|
||||
# 'benzhou': 'jxtppbdwdbz',
|
||||
# 'cizhou': 'jxtppbdwdcz',
|
||||
# 'gezhou': 'jxtppbdwdgz',
|
||||
# 'ciyue': 'jxtppbdwdcy',
|
||||
# 'cieryue': 'jxtppbdwdcey',
|
||||
# 'cisanyue': 'jxtppbdwdcsany',
|
||||
# 'cisiyue': 'jxtppbdwdcsiy',
|
||||
# }
|
||||
|
||||
# # 报告中八大维度数据项重命名
|
||||
# columnsrename = {'jxtppbdwdbz': '本周', 'jxtppbdwdcey': '次二月', 'jxtppbdwdcr': '次日', 'jxtppbdwdcsiy': '次四月',
|
||||
# 'jxtppbdwdcsany': '次三月', 'jxtppbdwdcy': '次月', 'jxtppbdwdcz': '次周', 'jxtppbdwdgz': '隔周', }
|
||||
|
||||
# # 交易日历编码
|
||||
# CALENDAR_NO = "test"
|
||||
|
||||
# # 北京环境数据库
|
||||
# host = '192.168.101.27'
|
||||
# port = 3306
|
||||
# dbusername = 'root'
|
||||
# password = '123456'
|
||||
# dbname = 'jingbo_test'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
DEFAULT_CONFIG = {
|
||||
'feature_factor_frequency': 'D',
|
||||
'strategy_id': 2,
|
||||
@ -510,7 +516,7 @@ is_timefurture = True # 是否使用时间特征
|
||||
is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
is_edbcode = False # 特征使用edbcoding列表中的
|
||||
is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
is_update_eta = True # 预测结果上传到eta
|
||||
is_update_eta = False # 预测结果上传到eta
|
||||
is_update_report = False # 是否上传报告
|
||||
is_update_warning_data = False # 是否上传预警数据
|
||||
is_update_predict_value = True # 是否上传预测值到市场信息平台
|
||||
|
||||
@ -169,185 +169,23 @@ ClassifyId = 1161
|
||||
|
||||
|
||||
# 变量定义--线上环境
|
||||
# server_host = '10.200.32.39'
|
||||
# login_pushreport_url = "http://10.200.32.39/jingbo-api/api/server/login"
|
||||
# upload_url = "http://10.200.32.39/jingbo-api/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# upload_warning_url = "http://10.200.32.39/jingbo-api/api/basicBuiness/crudeOilWarning/save"
|
||||
# query_data_list_item_nos_url = f"http://{server_host}/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# # 上传数据项值
|
||||
# push_data_value_list_url = f"http://{server_host}/jingbo-api/api/dw/dataValue/pushDataValueList"
|
||||
# # 上传停更数据到市场信息平台
|
||||
# push_waring_data_value_list_url = f"http://{server_host}/jingbo-api/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
# # 获取预警数据中取消订阅指标ID
|
||||
# get_waring_data_value_list_url = f"http://{server_host}/jingbo-api/api/basicBuiness/crudeOilWarning/dataList"
|
||||
|
||||
|
||||
# login_data = {
|
||||
# "data": {
|
||||
# "account": "api_dev",
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
# "terminal": "API"
|
||||
# },
|
||||
# "funcModule": "API",
|
||||
# "funcOperation": "获取token"
|
||||
# }
|
||||
|
||||
|
||||
# upload_data = {
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传聚烯烃PP价格预测报告',
|
||||
# "data": {
|
||||
# "groupNo": '000211', # 用户组编号
|
||||
# "ownerAccount": '36541', # 报告所属用户账号 36541 - 贾青雪
|
||||
# "reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
# "fileName": '', # 文件名称
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "categoryNo": 'jxtjgycbg', # 研究报告分类编码
|
||||
# "smartBusinessClassCode": 'JXTJGYCBG', # 分析报告分类编码
|
||||
# "reportEmployeeCode": "E40482", # 报告人 E40482 - 管理员 0000027663 - 刘小朋
|
||||
# "reportDeptCode": "JXTJGYCBG", # 报告部门 - 002000621000 SH期货研究部
|
||||
# "productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
# }
|
||||
# }
|
||||
|
||||
# warning_data = {
|
||||
# "funcModule": '原油特征停更预警',
|
||||
# "funcOperation": '原油特征停更预警',
|
||||
# "data": {
|
||||
# "groupNo": "000211",
|
||||
# 'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
# 'WARNING_CONTENT': '',
|
||||
# 'WARNING_DATE': ''
|
||||
# }
|
||||
# }
|
||||
|
||||
# query_data_list_item_nos_data = {
|
||||
# "funcModule": "数据项",
|
||||
# "funcOperation": "查询",
|
||||
# "data": {
|
||||
# "dateStart": "20200101",
|
||||
# "dateEnd": "",
|
||||
# # 数据项编码,代表 PP期货 价格
|
||||
# "dataItemNoList": ["MAIN_CONFT_SETTLE_PRICE"]
|
||||
# }
|
||||
# }
|
||||
|
||||
|
||||
# push_data_value_list_data = {
|
||||
# "funcModule": "数据表信息列表",
|
||||
# "funcOperation": "新增",
|
||||
# "data": [
|
||||
# {"dataItemNo": "91230600716676129",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.11
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# }
|
||||
# ]
|
||||
# }
|
||||
|
||||
|
||||
# push_waring_data_value_list_data = {
|
||||
# "data": {
|
||||
# "crudeOilWarningDtoList": [
|
||||
# {
|
||||
# "lastUpdateDate": "20240501",
|
||||
# "updateSuspensionCycle": 1,
|
||||
# "dataSource": "9",
|
||||
# "frequency": "1",
|
||||
# "indicatorName": "美元指数",
|
||||
# "indicatorId": "myzs001",
|
||||
# "warningDate": "2024-05-13"
|
||||
# }
|
||||
# ],
|
||||
# "dataSource": "9"
|
||||
# },
|
||||
# "funcModule": "商品数据同步",
|
||||
# "funcOperation": "同步"
|
||||
# }
|
||||
|
||||
|
||||
# get_waring_data_value_list_data = {
|
||||
# "data": "9", "funcModule": "商品数据同步", "funcOperation": "同步"}
|
||||
|
||||
# 套期保值正式环境start
|
||||
tqbz_login_url = "http://10.200.32.39/jbsh/api/server/login"
|
||||
tqbz_login_data = {
|
||||
"funcModule": "login",
|
||||
"funcOperation": "login",
|
||||
"data": {
|
||||
"account": "api_szh",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode":"7145255749fb7d61263081fca3cb1469",
|
||||
"terminal": "API"
|
||||
}
|
||||
}
|
||||
query_is_trading_day_url = "http://10.200.32.39/jbsh/api/dd/futuresCalendar/checkTradeDay"
|
||||
is_trading_day_data = {
|
||||
"funcModule": "检查是否交易日",
|
||||
"funcOperation": "检查是否交易日",
|
||||
"data": "20251010"
|
||||
}
|
||||
# 套期保值正式环境end
|
||||
|
||||
# # 八大维度数据项编码
|
||||
# bdwd_items = {
|
||||
# 'ciri': '251889263|FORECAST|PRICE|T01',
|
||||
# 'cierri': '251889263|FORECAST|PRICE|T02',
|
||||
# 'cisanri': '251889263|FORECAST|PRICE|T03',
|
||||
# 'cisiri': '251889263|FORECAST|PRICE|T04',
|
||||
# 'benzhou': '251889263|FORECAST|PRICE|T05',
|
||||
# 'cizhou': '251889263|FORECAST|PRICE|W_01',
|
||||
# 'gezhou': '251889263|FORECAST|PRICE|W_02',
|
||||
# 'ciyue': '251889263|FORECAST|PRICE|M_01',
|
||||
# 'cieryue': '251889263|FORECAST|PRICE|M_02',
|
||||
# 'cisanyue': '251889263|FORECAST|PRICE|M_03',
|
||||
# 'cisiyue': '251889263|FORECAST|PRICE|M_04',
|
||||
# }
|
||||
|
||||
|
||||
|
||||
|
||||
# # 生产环境数据库
|
||||
# host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
# port = 3306
|
||||
# dbusername = 'jingbo'
|
||||
# password = 'shihua@123'
|
||||
# dbname = 'jingbo'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
# 变量定义--测试环境
|
||||
server_host = '192.168.100.53' # 内网
|
||||
# server_host = '183.242.74.28' # 外网
|
||||
login_pushreport_url = f"http://{server_host}:8080/jingbo-dev/api/server/login"
|
||||
# 上传报告
|
||||
upload_url = f"http://{server_host}:8080/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# 停更预警
|
||||
upload_warning_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
# 查询数据项编码
|
||||
query_data_list_item_nos_url = f"http://{server_host}:8080/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
server_host = '10.200.32.39'
|
||||
login_pushreport_url = "http://10.200.32.39/jingbo-api/api/server/login"
|
||||
upload_url = "http://10.200.32.39/jingbo-api/api/analysis/reportInfo/researchUploadReportSave"
|
||||
upload_warning_url = "http://10.200.32.39/jingbo-api/api/basicBuiness/crudeOilWarning/save"
|
||||
query_data_list_item_nos_url = f"http://{server_host}/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# 上传数据项值
|
||||
push_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
push_data_value_list_url = f"http://{server_host}/jingbo-api/api/dw/dataValue/pushDataValueList"
|
||||
# 上传停更数据到市场信息平台
|
||||
push_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
push_waring_data_value_list_url = f"http://{server_host}/jingbo-api/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
# 获取预警数据中取消订阅指标ID
|
||||
get_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/dataList"
|
||||
get_waring_data_value_list_url = f"http://{server_host}/jingbo-api/api/basicBuiness/crudeOilWarning/dataList"
|
||||
|
||||
|
||||
login_data = {
|
||||
"data": {
|
||||
"account": "api_test",
|
||||
# "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
"account": "api_dev",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
"terminal": "API"
|
||||
},
|
||||
@ -355,29 +193,29 @@ login_data = {
|
||||
"funcOperation": "获取token"
|
||||
}
|
||||
|
||||
|
||||
upload_data = {
|
||||
"funcModule": '研究报告信息',
|
||||
"funcOperation": '上传聚烯烃PP价格预测报告',
|
||||
"data": {
|
||||
"groupNo": "000127",
|
||||
"ownerAccount": 'arui', # 报告所属用户账号
|
||||
"groupNo": '000211', # 用户组编号
|
||||
"ownerAccount": '36541', # 报告所属用户账号 36541 - 贾青雪
|
||||
"reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
"fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
"fileName": '', # 文件名称
|
||||
"fileBase64": '', # 文件内容base64
|
||||
"categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
"categoryNo": 'jxtjgycbg', # 研究报告分类编码
|
||||
"smartBusinessClassCode": 'JXTJGYCBG', # 分析报告分类编码
|
||||
"reportEmployeeCode": "E40116", # 报告人
|
||||
"reportDeptCode": "D0044", # 报告部门
|
||||
"productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
"reportEmployeeCode": "E40482", # 报告人 E40482 - 管理员 0000027663 - 刘小朋
|
||||
"reportDeptCode": "JXTJGYCBG", # 报告部门 - 002000621000 SH期货研究部
|
||||
"productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
}
|
||||
}
|
||||
|
||||
# 已弃用
|
||||
warning_data = {
|
||||
"funcModule": '原油特征停更预警',
|
||||
"funcOperation": '原油特征停更预警',
|
||||
"data": {
|
||||
"groupNo": "000127",
|
||||
"groupNo": "000211",
|
||||
'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
'WARNING_CONTENT': '',
|
||||
'WARNING_DATE': ''
|
||||
@ -395,6 +233,7 @@ query_data_list_item_nos_data = {
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
push_data_value_list_data = {
|
||||
"funcModule": "数据表信息列表",
|
||||
"funcOperation": "新增",
|
||||
@ -441,28 +280,192 @@ push_waring_data_value_list_data = {
|
||||
get_waring_data_value_list_data = {
|
||||
"data": "9", "funcModule": "商品数据同步", "funcOperation": "同步"}
|
||||
|
||||
# 套期保值正式环境start
|
||||
tqbz_login_url = "http://10.200.32.39/jbsh/api/server/login"
|
||||
tqbz_login_data = {
|
||||
"funcModule": "login",
|
||||
"funcOperation": "login",
|
||||
"data": {
|
||||
"account": "api_szh",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode": "7145255749fb7d61263081fca3cb1469",
|
||||
"terminal": "API"
|
||||
}
|
||||
}
|
||||
query_is_trading_day_url = "http://10.200.32.39/jbsh/api/dd/futuresCalendar/checkTradeDay"
|
||||
is_trading_day_data = {
|
||||
"funcModule": "检查是否交易日",
|
||||
"funcOperation": "检查是否交易日",
|
||||
"data": "20251010"
|
||||
}
|
||||
# 套期保值正式环境end
|
||||
|
||||
# 八大维度数据项编码
|
||||
bdwd_items = {
|
||||
'ciri': 'jxtppbdwdcr',
|
||||
'benzhou': 'jxtppbdwdbz',
|
||||
'cizhou': 'jxtppbdwdcz',
|
||||
'gezhou': 'jxtppbdwdgz',
|
||||
'ciyue': 'jxtppbdwdcy',
|
||||
'cieryue': 'jxtppbdwdcey',
|
||||
'cisanyue': 'jxtppbdwdcsany',
|
||||
'cisiyue': 'jxtppbdwdcsiy',
|
||||
'ciri': '251889263|FORECAST|PRICE|T01',
|
||||
'cierri': '251889263|FORECAST|PRICE|T02',
|
||||
'cisanri': '251889263|FORECAST|PRICE|T03',
|
||||
'cisiri': '251889263|FORECAST|PRICE|T04',
|
||||
'benzhou': '251889263|FORECAST|PRICE|T05',
|
||||
'cizhou': '251889263|FORECAST|PRICE|W_01',
|
||||
'gezhou': '251889263|FORECAST|PRICE|W_02',
|
||||
'ciyue': '251889263|FORECAST|PRICE|M_01',
|
||||
'cieryue': '251889263|FORECAST|PRICE|M_02',
|
||||
'cisanyue': '251889263|FORECAST|PRICE|M_03',
|
||||
'cisiyue': '251889263|FORECAST|PRICE|M_04',
|
||||
}
|
||||
|
||||
# 交易日历编码
|
||||
CALENDAR_NO = "TSRL_0001"
|
||||
|
||||
# 北京环境数据库
|
||||
host = '192.168.101.27'
|
||||
|
||||
# 生产环境数据库
|
||||
host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
port = 3306
|
||||
dbusername = 'root'
|
||||
password = '123456'
|
||||
dbname = 'jingbo_test'
|
||||
dbusername = 'jingbo'
|
||||
password = 'shihua@123'
|
||||
dbname = 'jingbo'
|
||||
table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
# # 变量定义--测试环境
|
||||
# server_host = '192.168.100.53' # 内网
|
||||
# # server_host = '183.242.74.28' # 外网
|
||||
# login_pushreport_url = f"http://{server_host}:8080/jingbo-dev/api/server/login"
|
||||
# # 上传报告
|
||||
# upload_url = f"http://{server_host}:8080/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave"
|
||||
# # 停更预警
|
||||
# upload_warning_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/save"
|
||||
# # 查询数据项编码
|
||||
# query_data_list_item_nos_url = f"http://{server_host}:8080/jingbo-dev/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
# # 上传数据项值
|
||||
# push_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/dw/dataValue/pushDataValueList"
|
||||
# # 上传停更数据到市场信息平台
|
||||
# push_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/crudeSaveOrupdate"
|
||||
# # 获取预警数据中取消订阅指标ID
|
||||
# get_waring_data_value_list_url = f"http://{server_host}:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/dataList"
|
||||
|
||||
# login_data = {
|
||||
# "data": {
|
||||
# "account": "api_test",
|
||||
# # "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456
|
||||
# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456
|
||||
# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
# "terminal": "API"
|
||||
# },
|
||||
# "funcModule": "API",
|
||||
# "funcOperation": "获取token"
|
||||
# }
|
||||
|
||||
# upload_data = {
|
||||
# "funcModule": '研究报告信息',
|
||||
# "funcOperation": '上传聚烯烃PP价格预测报告',
|
||||
# "data": {
|
||||
# "groupNo": "000127",
|
||||
# "ownerAccount": 'arui', # 报告所属用户账号
|
||||
# "reportType": 'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
# "fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', # 文件名称
|
||||
# "fileBase64": '', # 文件内容base64
|
||||
# "categoryNo": 'yyjgycbg', # 研究报告分类编码
|
||||
# "smartBusinessClassCode": 'JXTJGYCBG', # 分析报告分类编码
|
||||
# "reportEmployeeCode": "E40116", # 报告人
|
||||
# "reportDeptCode": "D0044", # 报告部门
|
||||
# "productGroupCode": "RAW_MATERIAL" # 商品分类
|
||||
# }
|
||||
# }
|
||||
|
||||
# # 已弃用
|
||||
# warning_data = {
|
||||
# "funcModule": '原油特征停更预警',
|
||||
# "funcOperation": '原油特征停更预警',
|
||||
# "data": {
|
||||
# "groupNo": "000127",
|
||||
# 'WARNING_TYPE_NAME': '特征数据停更预警',
|
||||
# 'WARNING_CONTENT': '',
|
||||
# 'WARNING_DATE': ''
|
||||
# }
|
||||
# }
|
||||
|
||||
# query_data_list_item_nos_data = {
|
||||
# "funcModule": "数据项",
|
||||
# "funcOperation": "查询",
|
||||
# "data": {
|
||||
# "dateStart": "20200101",
|
||||
# "dateEnd": "",
|
||||
# # 数据项编码,代表 PP期货 价格
|
||||
# "dataItemNoList": ["MAIN_CONFT_SETTLE_PRICE"]
|
||||
# }
|
||||
# }
|
||||
|
||||
# push_data_value_list_data = {
|
||||
# "funcModule": "数据表信息列表",
|
||||
# "funcOperation": "新增",
|
||||
# "data": [
|
||||
# {"dataItemNo": "91230600716676129",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.11
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# },
|
||||
# {"dataItemNo": "91230600716676129P|ETHYL_BEN|CAPACITY",
|
||||
# "dataDate": "20230113",
|
||||
# "dataStatus": "add",
|
||||
# "dataValue": 100.55
|
||||
# }
|
||||
# ]
|
||||
# }
|
||||
|
||||
|
||||
# push_waring_data_value_list_data = {
|
||||
# "data": {
|
||||
# "crudeOilWarningDtoList": [
|
||||
# {
|
||||
# "lastUpdateDate": "20240501",
|
||||
# "updateSuspensionCycle": 1,
|
||||
# "dataSource": "9",
|
||||
# "frequency": "1",
|
||||
# "indicatorName": "美元指数",
|
||||
# "indicatorId": "myzs001",
|
||||
# "warningDate": "2024-05-13"
|
||||
# }
|
||||
# ],
|
||||
# "dataSource": "9"
|
||||
# },
|
||||
# "funcModule": "商品数据同步",
|
||||
# "funcOperation": "同步"
|
||||
# }
|
||||
|
||||
|
||||
# get_waring_data_value_list_data = {
|
||||
# "data": "9", "funcModule": "商品数据同步", "funcOperation": "同步"}
|
||||
|
||||
|
||||
# # 八大维度数据项编码
|
||||
# bdwd_items = {
|
||||
# 'ciri': 'jxtppbdwdcr',
|
||||
# 'benzhou': 'jxtppbdwdbz',
|
||||
# 'cizhou': 'jxtppbdwdcz',
|
||||
# 'gezhou': 'jxtppbdwdgz',
|
||||
# 'ciyue': 'jxtppbdwdcy',
|
||||
# 'cieryue': 'jxtppbdwdcey',
|
||||
# 'cisanyue': 'jxtppbdwdcsany',
|
||||
# 'cisiyue': 'jxtppbdwdcsiy',
|
||||
# }
|
||||
|
||||
# # 交易日历编码
|
||||
# CALENDAR_NO = "test"
|
||||
|
||||
# # 北京环境数据库
|
||||
# host = '192.168.101.27'
|
||||
# port = 3306
|
||||
# dbusername = 'root'
|
||||
# password = '123456'
|
||||
# dbname = 'jingbo_test'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
DEFAULT_CONFIG = {
|
||||
'feature_factor_frequency': 'D',
|
||||
'strategy_id': 2,
|
||||
@ -487,8 +490,8 @@ is_timefurture = True # 是否使用时间特征
|
||||
is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
is_edbcode = False # 特征使用edbcoding列表中的
|
||||
is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
is_update_eta = True # 预测结果上传到eta
|
||||
is_update_report = True # 是否上传报告
|
||||
is_update_eta = False # 预测结果上传到eta
|
||||
is_update_report = False # 是否上传报告
|
||||
is_update_warning_data = False # 是否上传预警数据
|
||||
is_update_predict_value = True # 是否上传预测值到市场信息平台
|
||||
is_del_corr = 0.6 # 是否删除相关性高的特征,取值为 0-1 ，0 为不删除，0.6 表示删除相关性小于0.6的特征
|
||||
|
||||
36
fix_all_bom_files.py
Normal file
36
fix_all_bom_files.py
Normal file
@ -0,0 +1,36 @@
|
||||
# 批量修复多个文件的BOM字符
|
||||
import os
|
||||
|
||||
# 要修复的文件列表
|
||||
files_to_fix = [
|
||||
'd:\\code\\PriceForecast-svn\\main_juxiting.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_juxiting_yuedu.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_juxiting_zhoudu.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_yuanyou.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_yuanyou_yuedu.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_yuanyou_zhoudu.py'
|
||||
]
|
||||
|
||||
# 修复文件中的BOM字符
|
||||
fixed_files = 0
|
||||
for file_path in files_to_fix:
|
||||
try:
|
||||
# 读取文件（二进制模式）
|
||||
with open(file_path, 'rb') as f:
|
||||
content = f.read()
|
||||
|
||||
# 检查并移除BOM字符
|
||||
if content.startswith(b'\xef\xbb\xbf'):
|
||||
content = content[3:]
|
||||
# 写回文件
|
||||
with open(file_path, 'wb') as f:
|
||||
f.write(content)
|
||||
print(f"已修复BOM: {file_path}")
|
||||
fixed_files += 1
|
||||
else:
|
||||
print(f"无BOM: {file_path}")
|
||||
except Exception as e:
|
||||
print(f"修复文件失败 {file_path}: {e}")
|
||||
|
||||
# 输出总结
|
||||
print(f"\n已修复{fixed_files}个文件的BOM字符。")
|
||||
19
fix_bom_main_juxiting.py
Normal file
19
fix_bom_main_juxiting.py
Normal file
@ -0,0 +1,19 @@
|
||||
# 修复文件开头的BOM字符
|
||||
import os
|
||||
|
||||
# 文件路径
|
||||
file_path = 'd:\\code\\PriceForecast-svn\\main_juxiting.py'
|
||||
|
||||
# 读取文件（二进制模式）
|
||||
with open(file_path, 'rb') as f:
|
||||
content = f.read()
|
||||
|
||||
# 检查并移除BOM字符（EF BB BF是UTF-8 BOM的字节序列）
|
||||
if content.startswith(b'\xef\xbb\xbf'):
|
||||
content = content[3:]
|
||||
# 写回文件
|
||||
with open(file_path, 'wb') as f:
|
||||
f.write(content)
|
||||
print('BOM has been removed successfully!')
|
||||
else:
|
||||
print('No BOM found in the file.')
|
||||
25
fix_remaining_bom.py
Normal file
25
fix_remaining_bom.py
Normal file
@ -0,0 +1,25 @@
|
||||
# 修复剩余文件的BOM字符
|
||||
import os
|
||||
|
||||
# 剩余需要修复的文件
|
||||
remaining_files = [
|
||||
'd:\\code\\PriceForecast-svn\\main_juxiting_yuedu.py',
|
||||
'd:\\code\\PriceForecast-svn\\main_juxiting_zhoudu.py'
|
||||
]
|
||||
|
||||
# 修复文件
|
||||
for file_path in remaining_files:
|
||||
try:
|
||||
with open(file_path, 'rb') as f:
|
||||
content = f.read()
|
||||
|
||||
# 多次检查并移除BOM，确保完全清除
|
||||
while content.startswith(b'\xef\xbb\xbf'):
|
||||
content = content[3:]
|
||||
|
||||
# 写回文件
|
||||
with open(file_path, 'wb') as f:
|
||||
f.write(content)
|
||||
print(f"已修复: {file_path}")
|
||||
except Exception as e:
|
||||
print(f"修复失败 {file_path}: {e}")
|
||||
@ -87,6 +87,9 @@ global_config.update({
|
||||
'is_bdwd': is_bdwd,
|
||||
'db_mysql': db_mysql,
|
||||
'DEFAULT_CONFIG': DEFAULT_CONFIG,
|
||||
|
||||
# 交易日历编码
|
||||
'CALENDAR_NO': CALENDAR_NO,
|
||||
})
|
||||
|
||||
|
||||
@ -111,7 +114,6 @@ def push_png_report():
|
||||
else:
|
||||
data['data']['pushContent'] = f'{end_time}PP期货月维度预测价格走势'
|
||||
|
||||
# data['data']['pushContent'] = f'{end_time}PP期货价格预测'
|
||||
pngreportdata = push_png_report_to_market(data)
|
||||
logger.info(f'{png_report_file}推送图片报告到钉钉成功{pngreportdata}')
|
||||
except Exception as e:
|
||||
@ -122,16 +124,16 @@ if __name__ == '__main__':
|
||||
# 图片报告
|
||||
try:
|
||||
logger.info('图片报告ing')
|
||||
global_config['end_time'] = '2025-08-01'
|
||||
# global_config['end_time'] = '2025-10-21'
|
||||
# previous_trading_day = (pd.Timestamp(global_config['end_time']) -
|
||||
# pd.tseries.offsets.BusinessDay(1)).strftime('%Y-%m-%d')
|
||||
# global_config['end_time'] = previous_trading_day
|
||||
|
||||
|
||||
# 交易日检查
|
||||
# 将 end_time 转换为 YYYYMMDD 格式
|
||||
end_time_str = global_config['end_time'].replace('-', '')
|
||||
logger.info(f"开始检查预测日期 {global_config['end_time']} 是否为交易日")
|
||||
|
||||
|
||||
# 使用 global_config 中的交易日检查参数
|
||||
is_trading = check_trading_day(end_time_str, global_config)
|
||||
if not is_trading:
|
||||
@ -139,7 +141,7 @@ if __name__ == '__main__':
|
||||
exit(0)
|
||||
else:
|
||||
logger.info(f"预测日期 {global_config['end_time']} 是交易日，开始执行图片报告任务")
|
||||
|
||||
|
||||
pp_bdwd_png(global_config=global_config)
|
||||
logger.info('图片报告end')
|
||||
except Exception as e:
|
||||
|
||||
BIN
juxitingyuedudataset/PP指标数据.xlsx
Normal file
BIN
juxitingyuedudataset/PP指标数据.xlsx
Normal file
Binary file not shown.
1
juxitingyuedudataset/best_modelnames.txt
Normal file
1
juxitingyuedudataset/best_modelnames.txt
Normal file
@ -0,0 +1 @@
|
||||
NBEATS,NHITS,NLinear,PatchTST,TiDE
|
||||
389
juxitingyuedudataset/cross_validation.csv
Normal file
389
juxitingyuedudataset/cross_validation.csv
Normal file
@ -0,0 +1,389 @@
|
||||
ds,cutoff,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,NBEATS,y
|
||||
2014-10-31,2014-09-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2014-11-30,2014-09-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2014-12-31,2014-09-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-01-31,2014-09-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2014-11-30,2014-10-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2014-12-31,2014-10-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-01-31,2014-10-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-02-28,2014-10-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2014-12-31,2014-11-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-01-31,2014-11-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-02-28,2014-11-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-03-31,2014-11-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-01-31,2014-12-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-02-28,2014-12-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-03-31,2014-12-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-04-30,2014-12-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-02-28,2015-01-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-03-31,2015-01-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-04-30,2015-01-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-05-31,2015-01-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-03-31,2015-02-28,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-04-30,2015-02-28,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-05-31,2015-02-28,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-06-30,2015-02-28,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-04-30,2015-03-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-05-31,2015-03-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-06-30,2015-03-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-07-31,2015-03-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-05-31,2015-04-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-06-30,2015-04-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-07-31,2015-04-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-08-31,2015-04-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-06-30,2015-05-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-07-31,2015-05-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-08-31,2015-05-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-09-30,2015-05-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-07-31,2015-06-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-08-31,2015-06-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-09-30,2015-06-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-10-31,2015-06-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-08-31,2015-07-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-09-30,2015-07-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-10-31,2015-07-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-11-30,2015-07-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-09-30,2015-08-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-10-31,2015-08-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-11-30,2015-08-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2015-12-31,2015-08-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-10-31,2015-09-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-11-30,2015-09-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2015-12-31,2015-09-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-01-31,2015-09-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-11-30,2015-10-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2015-12-31,2015-10-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-01-31,2015-10-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-02-29,2015-10-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2015-12-31,2015-11-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-01-31,2015-11-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-02-29,2015-11-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-03-31,2015-11-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-01-31,2015-12-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-02-29,2015-12-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-03-31,2015-12-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-04-30,2015-12-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-02-29,2016-01-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-03-31,2016-01-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-04-30,2016-01-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-05-31,2016-01-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-03-31,2016-02-29,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-04-30,2016-02-29,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-05-31,2016-02-29,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-06-30,2016-02-29,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-04-30,2016-03-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-05-31,2016-03-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-06-30,2016-03-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-07-31,2016-03-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-05-31,2016-04-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-06-30,2016-04-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-07-31,2016-04-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-08-31,2016-04-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-06-30,2016-05-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-07-31,2016-05-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-08-31,2016-05-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-09-30,2016-05-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-07-31,2016-06-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-08-31,2016-06-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-09-30,2016-06-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-10-31,2016-06-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-08-31,2016-07-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-09-30,2016-07-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-10-31,2016-07-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-11-30,2016-07-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-09-30,2016-08-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-10-31,2016-08-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-11-30,2016-08-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2016-12-31,2016-08-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-10-31,2016-09-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-11-30,2016-09-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2016-12-31,2016-09-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-01-31,2016-09-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-11-30,2016-10-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2016-12-31,2016-10-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-01-31,2016-10-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-02-28,2016-10-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2016-12-31,2016-11-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-01-31,2016-11-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-02-28,2016-11-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-03-31,2016-11-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-01-31,2016-12-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-02-28,2016-12-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-03-31,2016-12-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-04-30,2016-12-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-02-28,2017-01-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-03-31,2017-01-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-04-30,2017-01-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-05-31,2017-01-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-03-31,2017-02-28,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-04-30,2017-02-28,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-05-31,2017-02-28,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-06-30,2017-02-28,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-04-30,2017-03-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-05-31,2017-03-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-06-30,2017-03-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-07-31,2017-03-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-05-31,2017-04-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-06-30,2017-04-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-07-31,2017-04-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-08-31,2017-04-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-06-30,2017-05-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-07-31,2017-05-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-08-31,2017-05-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-09-30,2017-05-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-07-31,2017-06-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-08-31,2017-06-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-09-30,2017-06-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-10-31,2017-06-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-08-31,2017-07-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-09-30,2017-07-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-10-31,2017-07-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-11-30,2017-07-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-09-30,2017-08-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-10-31,2017-08-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-11-30,2017-08-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2017-12-31,2017-08-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-10-31,2017-09-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-11-30,2017-09-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2017-12-31,2017-09-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-01-31,2017-09-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-11-30,2017-10-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2017-12-31,2017-10-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-01-31,2017-10-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-02-28,2017-10-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2017-12-31,2017-11-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-01-31,2017-11-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-02-28,2017-11-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-03-31,2017-11-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-01-31,2017-12-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-02-28,2017-12-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-03-31,2017-12-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-04-30,2017-12-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-02-28,2018-01-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-03-31,2018-01-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-04-30,2018-01-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-05-31,2018-01-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-03-31,2018-02-28,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-04-30,2018-02-28,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-05-31,2018-02-28,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-06-30,2018-02-28,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-04-30,2018-03-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-05-31,2018-03-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-06-30,2018-03-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-07-31,2018-03-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-05-31,2018-04-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-06-30,2018-04-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-07-31,2018-04-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-08-31,2018-04-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-06-30,2018-05-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-07-31,2018-05-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-08-31,2018-05-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-09-30,2018-05-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-07-31,2018-06-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-08-31,2018-06-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-09-30,2018-06-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-10-31,2018-06-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-08-31,2018-07-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-09-30,2018-07-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-10-31,2018-07-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-11-30,2018-07-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-09-30,2018-08-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-10-31,2018-08-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-11-30,2018-08-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2018-12-31,2018-08-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-10-31,2018-09-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-11-30,2018-09-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2018-12-31,2018-09-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2019-01-31,2018-09-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-11-30,2018-10-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2018-12-31,2018-10-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-01-31,2018-10-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2019-02-28,2018-10-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2018-12-31,2018-11-30,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-01-31,2018-11-30,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-02-28,2018-11-30,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2019-03-31,2018-11-30,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-01-31,2018-12-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-02-28,2018-12-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-03-31,2018-12-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2019-04-30,2018-12-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-02-28,2019-01-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-03-31,2019-01-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-04-30,2019-01-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2019-05-31,2019-01-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-03-31,2019-02-28,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-04-30,2019-02-28,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-05-31,2019-02-28,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2019-06-30,2019-02-28,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-04-30,2019-03-31,7576.0005,7576.0,7575.9946,7576.0,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9995,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-05-31,2019-03-31,7575.9995,7575.9995,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0024,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-06-30,2019-03-31,7575.998,7576.002,7575.995,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9985,7576.0,7576.0,7575.997,7576.0
|
||||
2019-07-31,2019-03-31,7575.9995,7575.997,7575.9946,7576.0,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-05-31,2019-04-30,7576.0005,7576.0,7575.9946,7576.022,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.999,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-06-30,2019-04-30,7575.9995,7575.9995,7575.9946,7576.0215,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0015,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-07-31,2019-04-30,7575.998,7576.002,7575.995,7576.0215,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7576.0015,7576.0,7576.0,7575.997,7576.0
|
||||
2019-08-31,2019-04-30,7575.9995,7575.997,7575.9946,7576.0225,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7575.996,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-06-30,2019-05-31,7576.0005,7576.0,7575.9946,7576.0566,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7576.0005,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-07-31,2019-05-31,7575.9995,7575.9995,7575.9946,7576.056,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0063,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-08-31,2019-05-31,7575.998,7576.002,7575.995,7576.0557,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7576.0024,7576.0,7576.0,7575.997,7576.0
|
||||
2019-09-30,2019-05-31,7575.9995,7575.997,7575.9946,7576.0576,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7575.9946,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-07-31,2019-06-30,7576.0005,7576.0,7575.9946,7576.0874,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7576.005,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-08-31,2019-06-30,7575.9995,7575.9995,7575.9946,7576.087,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0117,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-09-30,2019-06-30,7575.998,7576.002,7575.995,7576.0864,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7576.0044,7576.0,7576.0,7575.997,7576.0
|
||||
2019-10-31,2019-06-30,7575.9995,7575.997,7575.9946,7576.089,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0005,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-08-31,2019-07-31,7576.0005,7576.0,7575.9946,7576.1187,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7576.004,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-09-30,2019-07-31,7575.9995,7575.9995,7575.9946,7576.118,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.015,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-10-31,2019-07-31,7575.998,7576.002,7575.995,7576.1177,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9995,7576.0,7576.0,7575.997,7576.0
|
||||
2019-11-30,2019-07-31,7575.9995,7575.997,7575.9946,7576.12,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0015,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-09-30,2019-08-31,7576.0005,7576.0,7575.9946,7576.15,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9985,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-10-31,2019-08-31,7575.9995,7575.9995,7575.9946,7576.1494,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0117,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-11-30,2019-08-31,7575.998,7576.002,7575.995,7576.149,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7576.0,7576.0,7576.0,7575.997,7576.0
|
||||
2019-12-31,2019-08-31,7575.9995,7575.997,7575.9946,7576.152,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7575.9956,7576.0005,7576.0,7575.999,7576.0
|
||||
2019-10-31,2019-09-30,7576.0005,7576.0,7575.9946,7576.181,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9873,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-11-30,2019-09-30,7575.9995,7575.9995,7575.9946,7576.1807,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0117,7575.9995,7576.0,7575.999,7576.0
|
||||
2019-12-31,2019-09-30,7575.998,7576.002,7575.995,7576.1797,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.997,7576.0,7576.0,7575.997,7576.0
|
||||
2020-01-31,2019-09-30,7575.9995,7575.997,7575.9946,7576.183,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.01,7576.0005,7576.0,7575.999,7573.347826086957
|
||||
2019-11-30,2019-10-31,7576.0005,7576.0,7575.9946,7576.2124,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7575.9917,7576.0,7576.0,7575.9985,7576.0
|
||||
2019-12-31,2019-10-31,7575.9995,7575.9995,7575.9946,7576.212,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.017,7575.9995,7576.0,7575.999,7576.0
|
||||
2020-01-31,2019-10-31,7575.998,7576.002,7575.995,7576.211,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9917,7576.0,7576.0,7575.997,7573.347826086957
|
||||
2020-02-29,2019-10-31,7575.9995,7575.997,7575.9946,7576.2144,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.006,7576.0005,7576.0,7575.999,7103.05
|
||||
2019-12-31,2019-11-30,7576.0005,7576.0,7575.9946,7576.2437,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7576.002,7576.0,7576.0,7575.9985,7576.0
|
||||
2020-01-31,2019-11-30,7575.9995,7575.9995,7575.9946,7576.243,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.019,7575.9995,7576.0,7575.999,7573.347826086957
|
||||
2020-02-29,2019-11-30,7575.998,7576.002,7575.995,7576.242,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9956,7576.0,7576.0,7575.997,7103.05
|
||||
2020-03-31,2019-11-30,7575.9995,7575.997,7575.9946,7576.2456,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0024,7576.0005,7576.0,7575.999,6619.181818181818
|
||||
2020-01-31,2019-12-31,7576.0005,7576.0,7575.9946,7576.275,7576.0,7576.0,7576.0,7576.0,7575.9966,7576.0015,7576.0,7575.9995,7576.002,7576.0,7575.96,7576.0093,7576.0005,7576.008,7576.0,7576.0,7575.9985,7573.347826086957
|
||||
2020-02-29,2019-12-31,7575.9995,7575.9995,7575.9946,7576.2744,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0024,7576.0,7576.001,7575.999,7576.0,7576.0,7576.01,7576.005,7576.0244,7575.9995,7576.0,7575.999,7103.05
|
||||
2020-03-31,2019-12-31,7575.998,7576.002,7575.995,7576.2734,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.0015,7576.0,7576.001,7576.0,7576.0,7576.0,7576.01,7576.0054,7575.9976,7576.0,7576.0,7575.997,6619.181818181818
|
||||
2020-04-30,2019-12-31,7575.9995,7575.997,7575.9946,7576.277,7576.0,7576.0,7576.0,7575.9995,7575.9966,7576.002,7576.0,7575.9995,7575.9985,7576.014,7576.0,7576.01,7575.993,7576.0054,7576.0005,7576.0,7575.999,6677.954545454545
|
||||
2020-02-29,2020-01-31,7573.3403,7576.005,7575.9946,7576.0303,7576.8467,7575.844,7572.5,7576.0,7575.996,7576.0015,7575.834,7575.9995,7575.8813,7575.6274,7573.691,7575.9785,7575.8345,7575.837,7575.357,7576.0,7573.358,7103.05
|
||||
2020-03-31,2020-01-31,7573.346,7575.8394,7575.9946,7576.0303,7575.399,7575.9014,7573.968,7575.9956,7575.9966,7576.002,7575.834,7576.001,7575.8613,7575.3945,7573.7056,7575.9766,7575.8374,7575.8438,7576.267,7576.0,7573.3467,6619.181818181818
|
||||
2020-04-30,2020-01-31,7573.3506,7575.8613,7575.995,7576.0293,7575.285,7575.8486,7572.741,7575.9985,7575.9966,7576.0015,7575.834,7576.001,7575.8296,7575.9224,7573.193,7575.9756,7575.8374,7575.836,7575.6973,7576.0,7573.3486,6677.954545454545
|
||||
2020-05-31,2020-01-31,7573.3364,7575.818,7575.9946,7576.0312,7576.8584,7575.891,7573.176,7575.9995,7575.9966,7576.002,7575.834,7576.0,7575.8174,7574.996,7574.061,7575.9756,7575.8296,7575.838,7575.4526,7576.0,7573.321,7017.190476190476
|
||||
2020-03-31,2020-02-29,7101.7236,7576.789,7575.994,7574.909,7726.4985,7548.1147,6966.3105,7575.9834,7575.9927,7575.9644,7546.2817,7576.0,7554.7207,7509.3833,7164.312,7572.056,7546.338,7548.0713,7461.026,7576.0,7104.9307,6619.181818181818
|
||||
2020-04-30,2020-02-29,7102.8286,7547.162,7575.9946,7574.7993,7468.475,7558.2593,7227.706,7575.9473,7575.9917,7575.972,7546.2837,7576.0005,7551.1157,7468.1426,7166.691,7571.6924,7546.858,7548.5137,7623.614,7576.0,7102.8594,6677.954545454545
|
||||
2020-05-31,2020-02-29,7103.5864,7551.1055,7575.9956,7574.6714,7448.519,7548.814,6996.4326,7575.985,7576.0005,7575.9766,7546.2773,7576.0,7545.454,7562.075,7075.8286,7571.548,7546.911,7546.15,7521.894,7576.0,7103.1865,7017.190476190476
|
||||
2020-06-30,2020-02-29,7101.0894,7543.2764,7575.996,7575.1777,7728.9067,7556.504,7064.1846,7575.975,7575.999,7575.974,7546.277,7576.0044,7543.364,7397.2637,7229.855,7571.481,7545.52,7545.378,7477.576,7576.0,7098.2446,7415.772727272727
|
||||
2020-04-30,2020-03-31,6617.7407,7571.2163,7575.994,7512.9043,7786.658,7486.5986,6156.049,7575.9805,7575.9893,7576.0063,7486.486,7576.001,7501.245,7408.0864,6751.105,7542.301,7486.6123,7496.151,7283.7974,7576.0,6625.055,6677.954545454545
|
||||
2020-05-31,2020-03-31,6620.0933,7490.3394,7575.9946,7512.4155,7377.4785,7512.218,6812.384,7575.9683,7575.9883,7575.969,7486.499,7576.001,7492.1914,7377.4873,6714.865,7541.298,7487.7544,7490.7515,7653.8203,7576.0,6621.2007,7017.190476190476
|
||||
2020-06-30,2020-03-31,6618.893,7496.0513,7575.9976,7511.9487,7264.1646,7486.968,6295.15,7575.9966,7575.999,7575.8926,7486.4775,7576.0,7484.3447,7520.33,6625.8203,7540.8765,7487.8716,7488.775,7432.943,7576.0,6619.709,7415.772727272727
|
||||
2020-07-31,2020-03-31,6613.456,7481.9644,7575.997,7514.0537,7878.999,7511.722,6884.9126,7575.9746,7575.9937,7575.822,7486.48,7576.0044,7485.336,7252.9424,6804.3203,7540.6973,7484.8154,7483.0547,7229.6216,7576.0,6605.0254,7567.869565217391
|
||||
2020-05-31,2020-04-30,6674.9805,7527.6953,7575.994,7421.277,7524.419,7430.6406,6324.8135,7575.9824,7575.988,7576.0537,7430.35,7576.0015,7451.098,7442.8823,6853.468,7494.752,7430.5205,7450.9346,7278.623,7576.0,6689.587,7017.190476190476
|
||||
2020-06-30,2020-04-30,6679.6313,7434.569,7575.994,7420.564,7602.186,7462.762,6771.7007,7575.977,7575.9883,7575.9824,7430.389,7576.001,7428.8633,7357.5283,6659.6743,7493.1807,7431.96,7431.2485,7677.5938,7576.0,6687.096,7415.772727272727
|
||||
2020-07-31,2020-04-30,6677.722,7436.105,7575.9985,7419.9307,7058.4023,7430.879,6287.2393,7575.9966,7575.999,7575.8784,7430.3447,7575.9995,7432.3086,7560.6016,6692.1426,7492.5024,7432.108,7431.704,7340.4233,7576.0,6675.2095,7567.869565217391
|
||||
2020-08-31,2020-04-30,6666.7354,7404.584,7575.997,7423.121,7849.093,7458.942,7092.282,7575.978,7575.9893,7575.7866,7430.3506,7576.0063,7426.6978,7176.729,6697.9043,7492.1636,7428.2554,7430.1665,7097.564,7576.0,6665.731,7684.190476190476
|
||||
2020-06-30,2020-05-31,7012.9917,7467.7114,7575.994,7362.562,7437.141,7401.1587,7066.4253,7575.983,7575.986,7576.0654,7395.4136,7576.0015,7418.9146,7605.7734,7148.092,7441.817,7395.6016,7424.4814,7343.24,7576.0,7029.5835,7415.772727272727
|
||||
2020-07-31,2020-05-31,7020.5913,7402.4824,7575.994,7361.8296,7335.003,7422.4526,7124.8315,7575.9756,7575.989,7575.96,7395.489,7576.0015,7394.207,7306.768,6996.819,7440.356,7397.098,7391.675,7751.8154,7573.3477,7029.185,7567.869565217391
|
||||
2020-08-31,2020-05-31,7018.9185,7390.568,7575.999,7361.201,7145.5215,7402.3564,6915.358,7575.996,7575.999,7575.867,7395.4087,7575.999,7406.6323,7523.282,7043.1064,7439.676,7397.252,7401.4497,7355.913,7576.0,7023.114,7684.190476190476
|
||||
2020-09-30,2020-05-31,7009.7256,7371.586,7575.9976,7364.579,7740.631,7418.5464,7127.5244,7575.982,7575.9863,7575.785,7395.431,7576.007,7400.618,7064.748,6952.0396,7439.3,7393.2466,7402.125,7195.2075,7576.0,7010.142,7786.772727272727
|
||||
2020-07-31,2020-06-30,7404.4956,7377.88,7575.9946,7353.5225,7433.376,7391.3315,7369.0376,7575.977,7575.983,7575.998,7385.418,7576.002,7406.486,7636.189,7429.2695,7384.5356,7385.586,7411.8677,7346.9307,7576.0,7423.9087,7567.869565217391
|
||||
2020-08-31,2020-06-30,7413.727,7397.2056,7575.9937,7352.7876,7081.446,7403.1714,6968.792,7575.977,7575.989,7575.9316,7385.498,7576.001,7393.275,7342.8374,7428.3623,7384.7305,7387.0684,7386.0645,7775.4146,7103.05,7422.6694,7684.190476190476
|
||||
2020-09-30,2020-06-30,7417.914,7370.7925,7575.9995,7352.177,7232.6465,7400.618,7408.5127,7575.988,7575.9966,7575.914,7385.3975,7575.999,7385.13,7326.115,7489.2954,7384.8384,7387.22,7394.64,7348.6357,7576.0,7422.841,7786.772727272727
|
||||
2020-10-31,2020-06-30,7409.669,7357.4507,7575.9976,7355.5186,7745.6694,7404.716,7197.153,7575.982,7575.9824,7575.737,7385.4146,7576.008,7382.3193,7109.9336,7345.7495,7384.8926,7383.2544,7382.2583,7268.5703,7576.0,7405.2905,7777.363636363636
|
||||
2020-08-31,2020-07-31,7562.767,7390.744,7575.994,7362.799,7524.907,7393.2104,7369.4956,7575.961,7575.987,7575.9873,7384.909,7576.0015,7408.385,7614.979,7486.769,7365.9897,7385.0776,7405.5747,7459.099,7576.0,7574.8877,7684.190476190476
|
||||
2020-09-30,2020-07-31,7564.7314,7391.812,7575.9946,7361.9785,6961.911,7404.945,7490.454,7576.0024,7575.9873,7575.9453,7384.9927,7576.0015,7397.276,7481.9043,7490.111,7366.4995,7386.5586,7391.229,7608.9478,7576.0,7574.6567,7786.772727272727
|
||||
2020-10-31,2020-07-31,7567.84,7362.3296,7575.9976,7361.296,7162.0234,7401.624,7629.1357,7575.985,7575.993,7575.934,7384.902,7575.997,7401.725,7174.1562,7543.8926,7366.702,7386.7104,7398.749,7304.9556,7576.0,7573.1953,7777.363636363636
|
||||
2020-11-30,2020-07-31,7558.738,7352.558,7575.998,7364.814,7893.4453,7405.7573,7380.096,7575.9985,7575.989,7575.7065,7384.9004,7576.006,7357.3174,7331.627,7454.3223,7366.787,7382.7476,7365.4663,7240.2266,7576.0,7559.462,8332.238095238095
|
||||
2020-09-30,2020-08-31,7678.7026,7401.7773,7575.9956,7378.807,7770.7227,7397.2017,7580.725,7576.0093,7575.996,7575.9863,7391.669,7576.002,7400.8706,7551.706,7557.5522,7362.2827,7391.8423,7403.2837,7586.1924,7576.0,7692.881,7786.772727272727
|
||||
2020-10-31,2020-08-31,7678.512,7363.3843,7575.995,7377.756,6801.2256,7418.2036,7904.5923,7576.0303,7575.9937,7575.9863,7391.706,7575.9995,7410.33,7585.734,7510.681,7362.824,7393.346,7400.318,7433.504,7576.0,7691.656,7777.363636363636
|
||||
2020-11-30,2020-08-31,7680.4756,7355.9326,7575.9995,7377.0664,7133.1846,7406.906,7624.838,7575.969,7575.9966,7575.982,7391.6816,7575.9985,7399.075,7146.204,7611.903,7362.98,7393.5005,7395.8516,7256.9297,7576.0,7687.4785,8332.238095238095
|
||||
2020-12-31,2020-08-31,7673.0405,7380.715,7575.9976,7380.918,8094.5605,7414.366,7500.6343,7575.9907,7575.975,7575.715,7391.689,7576.003,7353.8027,7675.452,7581.749,7363.0293,7389.477,7370.8193,7215.1196,7017.1904,7675.634,8339.217391304348
|
||||
2020-10-31,2020-09-30,7779.7124,7400.493,7575.9956,7403.562,7498.229,7403.7075,7743.086,7576.0044,7575.992,7576.09,7404.8457,7576.0024,7416.2056,7399.389,7671.26,7368.352,7405.0215,7412.673,7575.031,7786.773,7801.1846,7777.363636363636
|
||||
2020-11-30,2020-09-30,7783.16,7383.102,7575.994,7402.2153,7527.1094,7431.573,8047.862,7576.0234,7575.9917,7575.9546,7404.841,7575.998,7429.7114,7542.854,7620.7334,7368.8604,7406.575,7419.851,7341.6787,6677.9546,7794.13,8332.238095238095
|
||||
2020-12-31,2020-09-30,7782.829,7382.979,7576.0,7401.6084,7231.237,7429.91,7607.0645,7575.973,7575.992,7576.029,7404.875,7575.9995,7414.188,7187.9985,7620.224,7368.9644,7406.735,7404.1123,7246.3335,7576.0,7792.221,8339.217391304348
|
||||
2021-01-31,2020-09-30,7774.2744,7411.337,7575.9976,7405.8706,7822.4766,7429.9365,7718.097,7576.0034,7575.9634,7575.638,7404.8467,7576.0024,7373.3433,7771.7544,7755.666,7368.974,7402.5767,7384.0063,7355.037,7576.0,7781.1523,8024.571428571428
|
||||
2020-11-30,2020-10-31,7767.562,7396.7207,7575.996,7429.1924,7505.424,7414.986,7814.6997,7576.0107,7575.98,7576.143,7417.42,7576.0034,7420.1445,7271.87,7613.602,7382.2417,7417.6123,7419.2144,7389.0117,7576.0,7786.9355,8332.238095238095
|
||||
2020-12-31,2020-10-31,7774.29,7391.811,7575.9937,7427.5576,9502.281,7429.6387,8205.357,7576.024,7575.991,7575.964,7417.449,7575.9976,7419.8086,7525.1475,7795.6265,7382.8184,7419.21,7418.87,7280.601,7017.1904,7778.512,8339.217391304348
|
||||
2021-01-31,2020-10-31,7772.403,7399.2866,7576.0,7426.9937,7110.772,7446.4697,7769.6846,7575.9717,7575.9897,7576.0205,7417.4453,7576.001,7421.7603,7227.9644,7585.792,7382.9575,7419.374,7412.4707,7419.999,7576.0,7783.3965,8024.571428571428
|
||||
2021-02-28,2020-10-31,7766.049,7443.061,7575.998,7431.637,7622.907,7425.5254,7748.9126,7575.9946,7575.956,7575.7485,7417.424,7576.0005,7409.078,7715.789,7742.1875,7382.9897,7415.0986,7414.6333,7425.6807,7576.0,7771.328,8532.1
|
||||
2020-12-31,2020-11-30,8323.961,7401.5513,7575.996,7535.512,8028.1143,7448.6104,8294.301,7575.999,7575.9707,7576.2124,7464.697,7576.0034,7463.5776,7232.1597,8072.948,7402.383,7464.9116,7465.8105,7412.9106,7786.773,8346.963,8339.217391304348
|
||||
2021-01-31,2020-11-30,8330.869,7454.588,7575.993,7533.651,12147.734,7490.485,8545.135,7576.0195,7575.991,7576.054,7464.7397,7575.997,7475.3955,7671.9663,8414.14,7402.5176,7466.797,7473.6763,7199.698,7567.8696,8332.815,8024.571428571428
|
||||
2021-02-28,2020-11-30,8327.982,7459.8657,7576.0,7532.6265,6316.82,7479.3877,8209.038,7575.9683,7575.9883,7575.987,7464.6763,7576.0005,7448.8247,7227.779,8231.839,7402.3965,7466.99,7447.9863,7712.682,7576.0,8343.106,8532.1
|
||||
2021-03-31,2020-11-30,8322.173,7496.8877,7575.998,7539.029,7611.1445,7460.8706,8670.802,7575.982,7575.952,7575.8174,7464.696,7576.0,7455.697,7800.6406,7945.52,7402.269,7461.946,7459.714,7508.963,7576.0,8331.821,9187.347826086956
|
||||
2021-01-31,2020-12-31,8335.515,7464.259,7575.996,7656.339,8217.895,7483.988,8025.6743,7575.999,7575.9663,7576.228,7512.3936,7576.004,7520.375,7287.3447,8051.1294,7446.979,7512.641,7521.24,7534.4756,7777.364,8355.466,8024.571428571428
|
||||
2021-02-28,2020-12-31,8340.288,7501.511,7575.9927,7654.49,11684.651,7545.0376,8578.324,7576.025,7575.9907,7576.053,7512.41,7575.997,7539.8755,7556.9604,8533.666,7447.327,7514.758,7545.9604,7259.2793,7684.1904,8344.434,8532.1
|
||||
2021-03-31,2020-12-31,8340.463,7516.552,7576.0,7652.78,5873.7754,7528.576,8065.513,7575.969,7575.9883,7576.0195,7512.37,7576.001,7491.255,7388.468,8181.19,7447.2427,7514.9746,7487.301,7963.8423,7576.0,8343.564,9187.347826086956
|
||||
2021-04-30,2020-12-31,8332.777,7533.3496,7575.9985,7660.827,7592.5444,7507.9497,8669.39,7575.986,7575.948,7575.69,7512.3735,7575.9995,7502.2666,7585.0156,7897.939,7447.1436,7509.3125,7501.838,7844.5654,7573.3477,8330.529,8674.818181818182
|
||||
2021-02-28,2021-01-31,8016.8447,7463.623,7575.9956,7728.778,8168.2847,7508.157,7516.9067,7576.003,7575.964,7576.1904,7540.4375,7576.004,7554.7607,7188.2544,7821.051,7492.8696,7540.6855,7554.188,7363.563,7573.3477,8041.1143,8532.1
|
||||
2021-03-31,2021-01-31,8024.437,7539.153,7575.9927,7726.9805,10111.203,7585.6636,7903.0327,7576.0273,7575.9907,7576.0605,7540.3823,7575.997,7561.229,7447.9717,8429.021,7493.7,7542.8755,7569.248,7319.114,7576.0,8029.369,9187.347826086956
|
||||
2021-04-30,2021-01-31,8027.8936,7553.702,7575.9995,7724.6265,5654.334,7547.265,7688.8926,7575.974,7575.988,7576.0327,7540.419,7576.0005,7521.2544,7602.705,7907.718,7493.8916,7543.1,7516.2603,8057.067,7573.3477,8024.3237,8674.818181818182
|
||||
2021-05-31,2021-01-31,8015.5864,7545.2827,7575.9985,7733.3096,7693.8955,7528.0386,8404.454,7575.992,7575.9463,7575.6484,7540.3877,7575.999,7533.5366,7655.368,7804.7656,7493.9453,7537.2407,7530.6133,7993.9165,6619.1816,8009.257,8587.285714285714
|
||||
2021-03-31,2021-02-28,8525.742,7501.1924,7575.9956,7867.3164,7709.199,7595.197,7866.128,7576.0015,7575.963,7576.09,7600.21,7576.004,7609.0723,7214.909,8421.011,7525.4053,7600.4736,7607.8594,7543.944,7103.05,8550.739,9187.347826086956
|
||||
2021-04-30,2021-02-28,8529.423,7600.4814,7575.9927,7865.485,10276.417,7623.923,8073.2944,7576.0234,7575.9907,7575.9775,7600.1455,7575.9976,7630.0967,7566.8413,8656.587,7525.847,7602.921,7640.794,7166.65,7777.364,8538.1875,8674.818181818182
|
||||
2021-05-31,2021-02-28,8533.488,7613.4683,7575.9995,7862.5015,6177.308,7612.1763,8240.366,7575.973,7575.9873,7576.052,7600.2017,7576.0005,7562.5127,7882.8745,8397.2705,7525.7827,7603.172,7559.01,7986.494,7103.05,8532.125,8587.285714285714
|
||||
2021-06-30,2021-02-28,8526.049,7602.1055,7575.9985,7872.5786,7638.3936,7589.282,8940.153,7575.986,7575.946,7575.6406,7600.1543,7575.9985,7595.0415,8161.5947,8185.019,7525.688,7596.6235,7591.6235,8157.537,6677.9546,8527.684,8313.181818181818
|
||||
2021-04-30,2021-03-31,9176.645,7637.431,7575.996,8156.3647,7692.6436,7674.163,8459.241,7576.0005,7575.963,7576.201,7700.9126,7576.0044,7741.553,7551.2695,9011.474,7598.982,7701.2495,7738.4707,8079.72,7777.364,9204.777,8674.818181818182
|
||||
2021-05-31,2021-03-31,9186.301,7702.5664,7575.9927,8153.991,10846.023,7750.8203,9142.031,7576.023,7575.9907,7575.9746,7700.905,7575.9976,7738.501,7728.561,9044.072,7599.0894,7704.255,7768.642,7041.6387,8332.238,9198.579,8587.285714285714
|
||||
2021-06-30,2021-03-31,9182.659,7716.8765,7575.9995,8149.835,6700.98,7716.556,9200.917,7575.9697,7575.9873,7576.0317,7700.9424,7576.0005,7662.69,8017.016,9194.059,7598.8325,7704.563,7643.1187,8069.8506,6619.1816,9192.216,8313.181818181818
|
||||
2021-07-31,2021-03-31,9171.45,7705.7466,7575.999,8163.864,8065.589,7735.864,10023.227,7575.9805,7575.946,7575.4653,7700.877,7575.9985,7682.763,8546.359,8999.846,7598.666,7696.5225,7668.6895,8580.609,7017.1904,9177.625,8524.454545454546
|
||||
2021-05-31,2021-04-30,8663.692,7719.4463,7575.996,8339.308,8039.7544,7679.052,8021.6196,7575.9995,7575.9624,7576.2417,7769.5786,7576.0044,7814.743,7509.2017,8589.765,7686.835,7769.9478,7820.773,8012.6104,8332.238,8689.822,8587.285714285714
|
||||
2021-06-30,2021-04-30,8672.102,7771.3535,7575.992,8336.723,10283.604,7811.357,8700.866,7576.0244,7575.9907,7576.0254,7769.663,7575.998,7796.155,7789.646,8665.855,7687.846,7773.1313,7849.2573,7194.212,8339.218,8679.492,8313.181818181818
|
||||
2021-07-31,2021-04-30,8672.488,7791.527,7575.9995,8332.353,7013.6816,7774.36,8502.192,7575.9717,7575.9873,7576.024,7769.636,7576.0,7734.966,7815.431,9076.816,7687.994,7773.458,7715.599,7903.4106,6677.9546,8674.324,8524.454545454546
|
||||
2021-08-31,2021-04-30,8651.436,7805.2476,7575.999,8347.628,7934.5537,7868.469,9048.713,7575.9844,7575.946,7575.5137,7769.5215,7575.998,7768.745,8306.783,9148.625,7687.961,7764.939,7755.445,8721.144,7017.1904,8656.7295,8370.90909090909
|
||||
2021-06-30,2021-05-31,8582.831,7728.167,7575.996,8405.946,8342.68,7751.9966,8318.866,7576.0005,7575.9624,7576.378,7832.9478,7576.0044,7854.47,7579.144,8450.38,7759.403,7833.3325,7877.5205,8050.151,8339.218,8609.513,8313.181818181818
|
||||
2021-07-31,2021-05-31,8588.015,7855.814,7575.992,8403.476,11054.917,7870.465,8726.418,7576.025,7575.9907,7576.1006,7833.052,7575.998,7853.8994,8086.137,8444.206,7760.645,7836.629,7882.3325,6966.9277,8024.5713,8596.36,8524.454545454546
|
||||
2021-08-31,2021-05-31,8586.906,7844.3916,7575.9995,8399.094,7381.3906,7837.676,8748.203,7575.9727,7575.9873,7576.0845,7832.989,7576.0,7790.175,7793.961,9068.359,7760.924,7836.9673,7775.7383,7733.231,7017.1904,8586.264,8370.90909090909
|
||||
2021-09-30,2021-05-31,8567.907,7839.8877,7575.999,8414.363,7678.463,7930.6104,9266.391,7575.9834,7575.946,7575.542,7832.869,7575.998,7838.0684,8341.348,9002.4,7761.0034,7828.1465,7854.156,8457.049,7415.773,8571.714,8876.818181818182
|
||||
2021-07-31,2021-06-30,8309.783,7880.604,7575.9956,8487.373,8505.345,7874.1196,8005.9883,7576.0005,7575.9624,7576.127,7908.57,7576.0044,7919.4487,7923.029,8266.658,7866.6924,7908.9565,7932.956,8363.101,7684.1904,8338.01,8524.454545454546
|
||||
2021-08-31,2021-06-30,8311.778,7925.9033,7575.992,8484.862,10715.6455,7972.8994,8577.019,7576.025,7575.9907,7575.9995,7908.618,7575.998,7906.0596,8103.5054,7991.6626,7867.878,7912.1753,7963.9287,6991.5557,7777.364,8324.463,8370.90909090909
|
||||
2021-09-30,2021-06-30,8310.126,7925.3403,7575.9995,8481.271,8199.854,7913.6377,8850.99,7575.9727,7575.987,7576.046,7908.601,7576.0,7858.4087,8284.312,8534.302,7868.317,7912.5054,7850.53,7666.453,7415.773,8303.318,8876.818181818182
|
||||
2021-10-31,2021-06-30,8296.788,7895.1772,7575.999,8495.345,7730.7373,7981.175,8969.437,7575.9854,7575.946,7575.579,7908.544,7575.9976,7902.4663,8247.222,8524.933,7868.5063,7903.8936,7919.0327,8297.562,7567.8696,8296.711,9541.047619047618
|
||||
2021-08-31,2021-07-31,8523.934,7995.5454,7575.9956,8643.682,8264.675,7982.099,8574.889,7576.0005,7575.962,7576.208,8027.6533,7576.0044,8024.1284,8131.9053,8498.948,7976.86,8027.997,8039.9316,8392.293,8532.1,8542.111,8370.90909090909
|
||||
2021-09-30,2021-07-31,8525.337,8024.3574,7575.992,8641.688,10939.375,8069.469,8647.607,7576.0244,7575.9907,7575.9604,8027.684,7575.998,8020.977,7855.531,8442.291,7978.004,8030.8975,8075.301,7385.816,8332.238,8534.477,8876.818181818182
|
||||
2021-10-31,2021-07-31,8522.882,8042.4023,7575.9995,8639.1045,7711.76,8041.629,8703.496,7575.972,7575.987,7576.039,8027.7065,7576.0,8007.849,8377.807,8757.741,7978.3564,8031.195,8003.0083,7913.753,7567.8696,8523.472,9541.047619047618
|
||||
2021-11-30,2021-07-31,8509.677,8019.553,7575.999,8650.125,7994.7134,8102.481,9186.5,7575.984,7575.9463,7575.583,8027.618,7575.9976,8027.4067,8098.112,8877.852,7978.475,8023.435,8010.5234,8582.1875,7567.8696,8504.338,8461.272727272728
|
||||
2021-09-30,2021-08-31,8367.309,8114.7197,7575.9956,8714.593,8305.56,8092.361,8303.468,7576.0,7575.962,7576.243,8133.484,7576.0044,8128.5747,8091.5,8351.079,8109.2715,8133.752,8148.6387,8164.651,8532.1,8388.082,8876.818181818182
|
||||
2021-10-31,2021-08-31,8372.954,8160.3584,7575.992,8713.075,10820.492,8167.381,8357.205,7576.025,7575.9907,7575.9556,8133.5894,7575.998,8139.7666,7877.4434,8384.474,8110.0835,8136.1978,8163.7344,7761.0054,8674.818,8378.833,9541.047619047618
|
||||
2021-11-30,2021-08-31,8370.895,8151.195,7575.9995,8711.309,7731.816,8145.0503,8850.633,7575.972,7575.9863,7575.987,8133.4956,7576.0,8118.6934,8505.643,8530.454,8110.405,8136.4487,8123.5303,7967.1567,7684.1904,8377.413,8461.272727272728
|
||||
2021-12-31,2021-08-31,8353.609,8165.34,7575.999,8719.232,7882.3066,8203.429,8624.417,7575.985,7575.9463,7575.6167,8133.4033,7575.9976,8132.018,7954.2485,8814.51,8110.5386,8129.9053,8122.038,8649.447,7567.8696,8361.835,8077.782608695652
|
||||
2021-10-31,2021-09-30,8873.971,8165.153,7575.996,8832.655,8325.568,8221.581,8828.548,7576.001,7575.962,7576.3535,8249.721,7576.0044,8242.584,8424.329,8792.97,8192.566,8249.948,8248.634,8448.104,8674.818,8901.277,9541.047619047618
|
||||
2021-11-30,2021-09-30,8880.256,8269.409,7575.992,8831.475,9966.946,8279.719,8983.865,7576.024,7575.991,7575.937,8249.837,7575.9985,8259.728,8416.519,8788.448,8193.207,8252.141,8292.947,7705.0767,7567.8696,8885.151,8461.272727272728
|
||||
2021-12-31,2021-09-30,8876.633,8258.117,7575.9995,8829.938,7689.912,8259.906,9104.231,7575.971,7575.9863,7575.964,8249.668,7576.0,8203.643,8402.896,9111.561,8193.295,8252.366,8239.646,8288.202,7567.8696,8886.518,8077.782608695652
|
||||
2022-01-31,2021-09-30,8865.131,8239.431,7575.999,8836.362,7976.887,8286.713,9398.625,7575.982,7575.947,7575.5815,8249.673,7575.9976,8218.844,8448.945,8870.1045,8193.265,8246.5,8233.218,8490.609,8332.238,8867.893,8406.35
|
||||
2021-11-30,2021-10-31,9532.695,8325.6045,7575.996,9098.315,8638.865,8330.66,9528.182,7576.0005,7575.9624,7576.3228,8382.535,7576.0044,8397.829,8643.149,9368.964,8302.226,8382.801,8355.872,8989.213,8587.286,9561.712,8461.272727272728
|
||||
2021-12-31,2021-10-31,9538.926,8385.08,7575.992,9096.912,9481.207,8407.3545,9639.884,7576.0234,7575.991,7575.9126,8382.568,7575.9985,8407.7,8508.851,9146.846,8302.273,8385.1875,8432.22,7937.4214,8313.182,9549.535,8077.782608695652
|
||||
2022-01-31,2021-10-31,9540.3125,8395.897,7575.9995,9095.481,8470.64,8387.968,9663.182,7575.97,7575.987,7576.079,8382.536,7576.0,8354.805,8421.07,9901.785,8302.039,8385.433,8369.338,8237.587,7777.364,9541.57,8406.35
|
||||
2022-02-28,2021-10-31,9533.002,8382.337,7575.999,9102.585,8353.359,8450.113,10132.156,7575.9805,7575.947,7575.359,8382.511,7575.9976,8349.522,8671.929,9477.152,8301.892,8379.046,8333.743,8764.229,8332.238,9534.572,8530.894736842105
|
||||
2021-12-31,2021-11-30,8451.687,8399.23,7575.996,9077.383,8937.452,8394.151,8396.922,7575.9995,7575.962,7576.37,8438.345,7576.0044,8456.139,8598.637,8411.8955,8439.872,8438.615,8406.638,8806.058,8313.182,8470.134,8077.782608695652
|
||||
2022-01-31,2021-11-30,8456.77,8445.545,7575.992,9075.537,9329.516,8474.378,8281.18,7576.0244,7575.991,7575.9097,8438.343,7575.9985,8448.766,8299.805,8403.138,8440.124,8440.802,8511.409,8119.403,8524.454,8462.651,8406.35
|
||||
2022-02-28,2021-11-30,8462.918,8446.679,7575.9995,9074.396,8382.743,8438.647,8715.446,7575.973,7575.9863,7576.0776,8438.415,7576.0,8418.897,8509.592,8512.892,8440.246,8441.026,8443.154,8222.38,8332.238,8459.363,8530.894736842105
|
||||
2022-03-31,2021-11-30,8453.649,8422.793,7575.999,9081.24,8813.926,8519.465,8743.006,7575.986,7575.947,7575.4355,8438.297,7575.9976,8433.569,8312.625,9093.523,8440.307,8435.174,8407.41,9013.853,7777.364,8438.068,8987.478260869566
|
||||
2022-01-31,2021-12-31,8064.191,8479.151,7575.9956,9010.546,9195.207,8433.62,7823.514,7576.0024,7575.962,7576.2183,8462.974,7576.0044,8467.658,8326.079,8141.6797,8513.825,8463.198,8453.781,8238.431,8524.454,8090.8516,8406.35
|
||||
2022-02-28,2021-12-31,8068.724,8454.292,7575.992,9008.381,9122.437,8505.112,7892.7407,7576.0264,7575.991,7575.975,8463.003,7575.998,8464.519,8538.298,8095.6523,8512.312,8465.249,8482.413,8142.6074,8370.909,8082.068,8530.894736842105
|
||||
2022-03-31,2021-12-31,8066.763,8474.76,7575.9995,9007.259,8522.606,8462.793,8465.793,7575.9736,7575.9863,7576.025,8462.988,7576.0,8459.064,8613.317,8241.519,8511.616,8465.459,8501.393,8042.0776,7777.364,8074.2295,8987.478260869566
|
||||
2022-04-30,2021-12-31,8059.6396,8456.517,7575.999,9014.271,9039.565,8516.49,8446.896,7575.9893,7575.9473,7575.3853,8462.976,7575.9976,8475.9795,8787.505,8588.004,8511.235,8459.972,8448.248,8355.598,8587.286,8055.127,8728.05
|
||||
2022-02-28,2022-01-31,8404.101,8522.19,7575.9956,8972.606,8514.741,8500.588,8094.615,7576.0015,7575.9614,7576.1523,8501.702,7576.0044,8500.927,8541.206,8472.663,8518.16,8501.901,8508.657,8863.679,8370.909,8420.616,8530.894736842105
|
||||
2022-03-31,2022-01-31,8405.479,8497.905,7575.992,8970.619,9880.701,8559.696,8774.893,7576.0234,7575.991,7576.0845,8501.754,7575.9985,8513.843,8538.476,7954.6514,8517.846,8503.796,8528.664,7985.279,8532.1,8414.982,8987.478260869566
|
||||
2022-04-30,2022-01-31,8400.36,8510.919,7575.9995,8969.648,8649.885,8500.453,8743.585,7575.9727,7575.9863,7576.0054,8501.6875,7576.0,8493.413,8594.522,8244.819,8517.76,8503.99,8501.8125,8230.131,8332.238,8405.528,8728.05
|
||||
2022-05-31,2022-01-31,8397.319,8516.922,7575.999,8976.384,8529.752,8532.606,8554.931,7575.9854,7575.9478,7575.4155,8501.709,7575.9976,8487.252,8718.637,8376.302,8517.72,8498.922,8471.813,8270.419,8313.182,8396.978,8631.42857142857
|
||||
2022-03-31,2022-02-28,8522.238,8550.603,7575.9956,8946.005,8861.528,8515.253,8606.463,7575.9995,7575.9614,7576.197,8548.723,7576.0044,8531.401,8746.218,8453.84,8554.629,8548.974,8517.611,8756.514,8370.909,8539.76,8987.478260869566
|
||||
2022-04-30,2022-02-28,8527.662,8539.049,7575.992,8944.108,9215.83,8564.593,8821.389,7576.0244,7575.991,7576.089,8548.879,7575.9985,8568.594,8505.486,8477.106,8554.662,8550.667,8589.413,8584.762,8524.454,8536.896,8728.05
|
||||
2022-05-31,2022-02-28,8526.87,8559.717,7575.9995,8943.521,8911.131,8554.277,8628.451,7575.971,7575.9863,7576.0225,8548.76,7576.0,8540.093,8604.862,8882.07,8554.708,8550.841,8530.174,8551.574,8532.1,8538.544,8631.42857142857
|
||||
2022-06-30,2022-02-28,8522.274,8553.852,7575.999,8949.594,8647.226,8593.138,8968.095,7575.9834,7575.9478,7575.2896,8548.759,7575.997,8537.886,8336.213,8799.338,8554.734,8546.311,8525.541,8629.896,8024.5713,8522.844,8697.772727272728
|
||||
2022-04-30,2022-03-31,8976.925,8560.283,7575.996,8960.648,9088.929,8572.247,8692.247,7576.0005,7575.9614,7576.3833,8589.738,7576.004,8578.244,8595.183,9025.503,8551.094,8589.932,8581.948,8340.465,8587.286,9000.574,8728.05
|
||||
2022-05-31,2022-03-31,8988.277,8601.07,7575.992,8959.155,12250.478,8631.711,9446.283,7576.024,7575.991,7576.236,8589.835,7575.9985,8590.173,8630.251,9208.134,8551.63,8591.669,8599.253,8755.649,8461.272,8992.319,8631.42857142857
|
||||
2022-06-30,2022-03-31,8982.362,8607.296,7575.9995,8958.406,7403.218,8598.1045,8597.775,7575.9707,7575.9863,7576.0127,8589.675,7576.0,8556.438,8528.2295,9182.057,8551.758,8591.848,8553.019,8532.263,9187.348,8998.85,8697.772727272728
|
||||
2022-07-31,2022-03-31,8971.681,8605.976,7575.999,8964.072,8482.979,8573.986,9215.251,7575.9824,7575.9478,7575.3193,8589.673,7575.9976,8578.944,8057.1885,8919.975,8551.794,8587.197,8567.398,8764.564,8674.818,8976.167,8045.523809523809
|
||||
2022-05-31,2022-04-30,8723.004,8583.59,7575.996,8929.457,8781.128,8608.661,8726.23,7576.0,7575.9614,7576.4814,8614.074,7576.004,8601.87,8914.26,8490.218,8603.184,8614.231,8614.457,8613.019,9541.048,8741.546,8631.42857142857
|
||||
2022-06-30,2022-04-30,8728.247,8638.526,7575.992,8928.23,8647.918,8615.668,9033.715,7576.0244,7575.991,7576.1406,8614.097,7575.9985,8612.796,8516.8125,8857.657,8603.6455,8615.949,8603.441,8518.424,8077.7827,8731.081,8697.772727272728
|
||||
2022-07-31,2022-04-30,8727.507,8606.216,7575.9995,8926.898,7800.8027,8647.684,8445.385,7575.9717,7575.9863,7575.949,8613.973,7576.0,8604.126,8717.906,8441.077,8603.848,8616.126,8589.157,8764.434,8077.7827,8732.565,8045.523809523809
|
||||
2022-08-31,2022-04-30,8722.542,8593.288,7575.999,8932.494,8602.982,8634.647,8654.39,7575.9834,7575.948,7575.5234,8614.044,7575.997,8597.042,8343.481,8394.876,8603.935,8611.529,8578.193,8581.309,8987.479,8718.874,7850.130434782609
|
||||
2022-06-30,2022-05-31,8630.283,8643.502,7575.996,8908.512,8955.113,8663.054,8587.18,7576.0005,7575.9614,7576.196,8651.987,7576.004,8640.509,8636.47,8589.614,8657.899,8652.142,8664.283,8873.5,8530.895,8632.802,8697.772727272728
|
||||
2022-07-31,2022-05-31,8629.64,8643.506,7575.992,8907.198,8260.655,8677.513,8585.378,7576.0244,7575.991,7576.268,8651.888,7575.9985,8671.039,8609.698,8562.054,8657.93,8653.715,8665.272,8599.749,8532.1,8634.553,8045.523809523809
|
||||
2022-08-31,2022-05-31,8628.363,8648.512,7575.9995,8905.917,8225.229,8671.638,8455.991,7575.972,7575.9863,7576.1855,8651.97,7576.0,8660.375,8617.854,8544.453,8657.969,8653.876,8655.823,8739.083,8532.1,8632.134,7850.130434782609
|
||||
2022-09-30,2022-05-31,8625.864,8622.552,7575.999,8911.301,9270.333,8674.846,8478.198,7575.9834,7575.948,7575.445,8652.028,7575.997,8639.689,9005.3545,8570.547,8657.982,8649.668,8635.087,8470.992,8674.818,8621.393,7928.371428571429
|
||||
2022-07-31,2022-06-30,8691.932,8651.585,7575.996,8881.164,8786.7,8647.586,8878.02,7576.0005,7575.9614,7576.222,8662.327,7576.004,8661.211,8534.875,8812.788,8660.936,8662.495,8663.884,8757.025,8313.182,8709.686,8045.523809523809
|
||||
2022-08-31,2022-06-30,8700.76,8638.858,7575.992,8879.853,9105.783,8702.7705,8543.878,7576.0244,7575.991,7576.198,8662.283,7575.9985,8679.701,8572.353,8503.198,8661.173,8664.062,8676.157,8738.656,8530.895,8709.483,7850.130434782609
|
||||
2022-09-30,2022-06-30,8695.92,8652.125,7575.9995,8878.67,8628.816,8661.216,8855.6,7575.971,7575.9863,7576.0347,8662.393,7576.0,8666.694,8710.734,8680.137,8661.294,8664.223,8671.082,8469.664,8674.818,8699.975,7928.371428571429
|
||||
2022-10-31,2022-06-30,8686.21,8666.922,7575.999,8883.954,9140.688,8698.767,8600.896,7575.983,7575.948,7575.394,8662.313,7575.997,8667.947,8928.918,8942.32,8661.351,8660.029,8666.775,8975.766,8370.909,8692.169,7726.771428571428
|
||||
2022-08-31,2022-07-31,8041.9663,8625.8,7575.9956,8710.105,8770.5205,8581.428,7820.189,7576.002,7575.9614,7576.192,8590.921,7576.0044,8585.749,8520.268,8148.8164,8649.36,8591.133,8584.454,8411.355,8674.818,8054.259,7850.130434782609
|
||||
2022-09-30,2022-07-31,8048.007,8580.17,7575.992,8708.796,8802.643,8631.547,8554.378,7576.0264,7575.9917,7576.154,8591.0625,7575.998,8579.815,8646.967,8071.852,8648.057,8592.709,8591.744,8536.202,8370.909,8046.6743,7928.371428571429
|
||||
2022-10-31,2022-07-31,8038.578,8592.268,7575.9995,8707.93,8430.743,8593.537,8108.714,7575.9736,7575.986,7575.842,8590.958,7576.0,8587.843,8739.969,8015.4707,8647.461,8592.871,8588.093,8418.982,8876.818,8042.8975,7726.771428571428
|
||||
2022-11-30,2022-07-31,8034.277,8618.497,7575.999,8712.253,9008.043,8625.889,8262.779,7575.9897,7575.948,7575.1743,8590.968,7575.997,8594.028,8754.408,8483.398,8647.148,8588.652,8601.416,8537.994,8077.7827,8031.047,7657.3488372093025
|
||||
2022-09-30,2022-08-31,7848.993,8598.062,7575.9956,8574.28,9627.42,8527.968,7634.8677,7576.007,7575.9614,7575.9683,8539.429,7576.0044,8546.386,8416.664,7989.57,8609.106,8539.613,8544.592,8328.819,8406.35,7865.6997,7928.371428571429
|
||||
2022-10-31,2022-08-31,7853.0254,8540.118,7575.992,8573.177,10336.343,8569.265,7740.093,7576.026,7575.9917,7576.171,8539.548,7575.998,8544.459,8617.682,7869.6665,8607.587,8541.382,8546.266,8571.637,8876.818,7854.093,7726.771428571428
|
||||
2022-11-30,2022-08-31,7849.5737,8544.042,7575.9995,8572.476,8281.089,8545.026,7597.8184,7575.9756,7575.986,7575.9775,8539.355,7576.0,8537.636,8250.62,8097.4683,8606.895,8541.563,8537.265,8419.47,8406.35,7857.819,7657.3488372093025
|
||||
2022-12-31,2022-08-31,7842.2676,8554.58,7575.999,8576.693,8874.643,8580.633,8131.6924,7575.9937,7575.949,7575.331,8539.429,7575.997,8540.479,8348.316,7956.597,8606.554,8536.83,8540.706,8077.028,8370.909,7837.6333,7781.837209302325
|
||||
2022-10-31,2022-09-30,7926.083,8547.55,7575.995,8496.299,8842.519,8498.485,7750.942,7576.003,7575.961,7576.1416,8498.199,7576.0044,8504.273,8608.4375,7851.663,8563.376,8498.446,8501.711,8610.951,8370.909,7946.584,7726.771428571428
|
||||
2022-11-30,2022-09-30,7935.201,8517.419,7575.992,8495.374,9858.438,8535.952,7664.467,7576.025,7575.9917,7576.1445,8498.247,7575.998,8516.721,8449.374,7827.5913,8561.638,8500.337,8521.65,8646.833,8530.895,7941.3936,7657.3488372093025
|
||||
2022-12-31,2022-09-30,7930.4224,8501.443,7575.9995,8494.598,8264.77,8498.071,7847.019,7575.976,7575.9854,7575.831,8498.179,7575.9995,8487.745,8421.763,8040.695,8560.81,8500.53,8485.844,8502.488,8530.895,7934.866,7781.837209302325
|
||||
2023-01-31,2022-09-30,7913.1797,8498.596,7575.999,8499.192,8727.625,8540.613,8311.269,7575.9927,7575.9497,7575.463,8498.161,7575.997,8469.647,7891.628,7859.5337,8560.398,8495.472,8471.236,8172.319,8530.895,7918.8447,7875.424242424242
|
||||
|
206
juxitingyuedudataset/df_combined3.csv
Normal file
206
juxitingyuedudataset/df_combined3.csv
Normal file
@ -0,0 +1,206 @@
|
||||
ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,volatility,quantile_10,quantile_90,quantile_10_price,quantile_90_price,min_within_quantile,max_within_quantile,min_model,max_model,NLinear_abs_error_rate,TiDE_abs_error_rate,GRU_abs_error_rate,TSMixer_abs_error_rate,PatchTST_abs_error_rate,TSMixerx_abs_error_rate,BiTCN_abs_error_rate,DLinear_abs_error_rate,TFT_abs_error_rate,LSTM_abs_error_rate,MLP_abs_error_rate,DeepNPTS_abs_error_rate,Informer_abs_error_rate,TCN_abs_error_rate,MLPMultivariate_abs_error_rate,iTransformer_abs_error_rate,StemGNN_abs_error_rate,DilatedRNN_abs_error_rate,RNN_abs_error_rate,min_abs_error_rate_prediction,min_abs_error_rate_column_name
|
||||
2024-02-12,81.1,80.12,82.53,78.83,81.21,81.32,81.88,58.13,81.47,78.99,81.16,85.07,80.63,80.9,81.98,79.33,79.14,80.38,81.65,81.61,81.51,,,,,,,,,,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.03,0.01,0.01,0.0,0.02,0.03,0.01,0.03,0.03,0.04,0.29,81.47,GRU
|
||||
2024-02-13,80.91,79.76,82.42,78.88,81.48,81.32,81.4,58.13,81.43,79.35,81.28,85.01,81.26,81.28,81.32,79.36,79.26,80.45,81.54,81.49,82.07,0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.03,0.0,0.01,0.01,0.03,0.03,0.02,0.04,0.03,0.04,0.29,82.42,LSTM
|
||||
2024-02-14,81.96,80.9,82.9,80.89,81.9,82.09,82.64,58.13,81.99,79.73,82.05,85.61,82.81,82.01,82.36,79.56,79.41,81.04,82.25,82.07,80.99,-0.01,,,,,,,,,0.02,0.02,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.02,0.02,0.01,0.0,0.02,0.0,0.0,0.02,0.06,0.28,81.04,MLPMultivariate
|
||||
2024-02-15,81.39,80.91,81.97,80.61,81.33,81.47,82.44,58.13,81.11,79.48,81.42,84.74,81.42,81.22,80.77,80.72,79.49,80.33,81.34,80.99,82.16,0.01,,,,,,,,,0.02,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.02,0.03,0.02,0.02,0.03,0.03,0.29,81.97,LSTM
|
||||
2024-02-16,82.35,82.19,83.01,78.93,81.96,82.45,83.91,58.13,82.19,79.9,82.24,85.8,82.83,82.23,81.88,80.74,79.58,81.21,82.18,82.16,82.74,0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.0,0.0,0.01,0.01,0.03,0.02,0.05,0.04,0.04,0.3,82.83,MLP
|
||||
2024-02-19,83.22,81.94,83.45,77.15,82.38,83.27,83.99,58.13,82.65,80.12,82.58,86.5,84.24,82.4,82.7,81.48,79.69,81.62,82.59,82.74,82.73,-0.0,,,,,,,,,0.0,0.0,0.0,0.0,0.02,0.01,0.0,0.0,0.02,0.01,0.02,0.0,0.01,0.03,0.01,0.07,0.04,0.05,0.3,82.74,DeepNPTS
|
||||
2024-02-20,83.85,81.78,83.42,77.51,82.59,83.28,83.26,58.13,82.63,80.19,82.33,86.6,84.06,82.95,82.42,81.81,79.81,81.76,82.46,82.73,81.5,-0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.0,0.02,0.03,0.02,0.0,0.02,0.0,0.05,0.02,0.06,0.29,81.76,MLPMultivariate
|
||||
2024-02-21,82.01,79.61,82.39,77.43,81.74,82.44,81.76,58.13,81.66,79.83,81.78,85.44,82.27,81.92,81.98,80.81,79.89,81.3,81.46,81.49,82.11,0.01,,,,,,,,,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,0.03,0.03,0.01,0.06,0.03,0.04,0.29,81.98,NLinear
|
||||
2024-02-22,82.38,80.45,82.95,76.8,81.97,82.13,82.57,58.13,82.26,79.9,82.06,85.98,83.04,82.42,81.81,80.86,79.95,82.01,81.73,82.09,82.7,0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.0,0.0,0.01,0.03,0.03,0.01,0.07,0.03,0.04,0.3,82.57,PatchTST
|
||||
2024-02-23,83.13,81.32,83.42,77.52,82.62,82.53,83.47,58.13,82.71,80.02,82.33,86.55,83.82,82.74,83.28,81.94,80.06,83.32,82.91,82.68,80.8,-0.02,,,,,,,,,0.03,0.03,0.02,0.02,0.03,0.02,0.02,0.02,0.01,0.03,0.04,0.02,0.01,0.01,0.03,0.04,0.01,0.07,0.28,81.32,Informer
|
||||
2024-02-26,81.0,79.9,81.79,77.18,81.69,81.15,81.73,58.13,81.08,79.54,81.27,84.79,81.57,81.18,80.77,81.0,80.15,81.64,81.58,80.82,81.67,0.01,,,,,,,,,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.02,0.03,0.0,0.05,0.02,0.04,0.29,81.69,TSMixer
|
||||
2024-02-27,81.58,79.91,82.61,77.58,81.86,81.56,82.49,58.13,81.92,79.81,81.7,85.44,82.1,81.84,81.93,82.11,80.26,81.63,82.28,81.57,82.66,0.01,,,,,,,,,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.03,0.03,0.01,0.06,0.03,0.03,0.3,82.61,LSTM
|
||||
2024-02-28,81.6,81.16,83.41,77.27,82.34,81.98,82.8,58.13,82.69,80.13,82.03,86.44,81.66,82.2,82.9,82.98,80.42,81.75,82.73,82.13,82.15,-0.01,,,,,,,,,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.0,0.01,0.02,0.0,0.06,0.02,0.05,0.29,82.13,DeepNPTS
|
||||
2024-02-29,80.99,81.28,82.94,77.14,82.18,81.24,82.21,58.13,82.19,80.06,82.11,86.03,81.24,81.87,82.65,83.02,80.53,81.6,82.53,82.13,81.91,-0.0,,,,,,,,,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.0,0.06,0.02,0.05,0.29,81.87,DLinear
|
||||
2024-03-01,78.63,81.9,82.76,77.04,81.84,81.66,81.73,58.13,82.04,80.15,81.92,85.75,78.86,82.0,82.13,83.0,80.64,80.53,81.93,81.8,83.55,0.02,,,,,,,,,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.01,0.01,0.06,0.02,0.02,0.04,0.04,0.08,0.03,0.03,0.3,83.0,TFT
|
||||
2024-03-04,81.17,84.04,84.13,78.47,83.01,83.04,83.33,58.13,83.42,80.68,82.96,87.32,82.43,83.61,83.08,83.97,80.79,82.99,83.14,83.54,82.8,-0.01,,,,,,,,,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.02,0.0,0.01,0.02,0.03,0.0,0.05,0.02,0.05,0.3,82.96,BiTCN
|
||||
2024-03-05,82.08,83.91,83.45,78.96,83.01,82.99,82.95,58.13,82.74,80.53,83.18,86.76,82.71,82.88,82.9,83.73,80.95,82.49,83.06,82.8,82.04,-0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.01,0.02,0.02,0.01,0.04,0.01,0.06,0.29,82.49,MLPMultivariate
|
||||
2024-03-06,81.61,83.59,82.84,78.85,82.65,82.54,82.35,58.13,82.18,80.39,82.92,86.01,82.59,82.93,81.98,82.92,81.06,82.79,82.72,82.04,82.96,0.01,,,,,,,,,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.03,0.0,0.05,0.02,0.04,0.3,82.93,DLinear
|
||||
2024-03-07,82.67,84.41,83.64,79.11,83.19,83.53,83.41,58.13,83.0,80.6,83.45,86.85,83.52,83.11,83.3,83.46,81.2,82.96,83.4,82.96,82.96,0.0,,,,,,,,,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.02,0.03,0.0,0.05,0.02,0.05,0.3,82.96,MLPMultivariate
|
||||
2024-03-08,83.24,84.21,83.61,79.74,83.42,83.59,83.98,58.13,82.95,80.5,83.66,86.94,83.89,83.28,83.38,83.34,81.34,83.47,83.64,82.96,82.08,-0.01,,,,,,,,,0.02,0.02,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.03,0.02,0.02,0.03,0.01,0.06,0.29,81.34,StemGNN
|
||||
2024-03-11,83.38,83.31,82.88,79.74,82.62,82.38,83.17,58.13,82.22,80.29,83.0,86.1,83.6,83.04,82.51,82.07,81.43,83.29,82.92,82.08,82.21,0.0,,,,,,,,,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.02,0.01,0.03,0.01,0.05,0.29,82.22,GRU
|
||||
2024-03-12,82.28,83.23,83.02,79.72,82.36,82.31,82.3,58.13,82.38,80.3,82.64,86.19,82.5,83.23,82.62,81.53,81.53,82.46,82.35,82.09,81.92,-0.0,,,,,,,,,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.02,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.03,0.0,0.05,0.29,82.09,DeepNPTS
|
||||
2024-03-13,81.22,82.49,82.77,79.65,82.02,81.99,81.88,58.13,82.12,80.11,82.4,85.95,82.36,82.64,82.4,80.52,81.61,82.19,82.31,81.82,84.03,0.03,,,,,,,,,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.04,0.01,0.02,0.03,0.02,0.05,0.02,0.05,0.03,0.02,0.31,82.77,LSTM
|
||||
2024-03-14,83.5,83.92,84.53,80.61,83.32,83.89,83.59,58.13,83.84,80.85,83.51,87.81,84.25,83.06,83.79,82.13,81.77,83.33,83.49,84.02,85.42,0.02,,,,,,,,,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.04,0.01,0.01,0.02,0.02,0.05,0.02,0.06,0.04,0.03,0.32,84.53,LSTM
|
||||
2024-03-15,85.58,85.59,85.61,81.37,84.62,85.52,85.43,58.13,84.85,81.53,84.7,89.13,85.45,84.53,84.84,83.79,81.96,84.85,85.02,85.42,85.34,-0.0,,,,,,,,,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,0.0,0.04,0.01,0.05,0.04,0.04,0.32,85.42,DeepNPTS
|
||||
2024-03-18,84.85,85.12,85.5,81.51,85.12,85.69,85.27,58.13,84.76,81.89,84.82,89.22,85.48,85.09,85.27,84.53,82.15,85.24,85.34,85.34,86.89,0.02,,,,,,,,,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.03,0.02,0.02,0.02,0.02,0.06,0.02,0.06,0.05,0.03,0.33,85.69,TSMixerx
|
||||
2024-03-19,86.85,86.77,86.76,82.2,86.3,87.03,86.51,58.13,86.06,82.74,85.81,90.53,86.88,85.92,86.85,85.79,82.39,86.84,86.7,86.87,87.38,0.01,,,,,,,,,0.01,0.01,0.02,0.01,0.01,0.0,0.02,0.02,0.02,0.01,0.01,0.01,0.01,0.05,0.01,0.06,0.06,0.04,0.33,87.03,TSMixerx
|
||||
2024-03-20,88.26,87.74,87.13,83.04,86.97,87.27,87.5,58.13,86.44,83.12,86.51,91.16,88.48,87.16,87.06,87.56,82.65,83.77,87.26,87.32,85.38,-0.02,,,,,,,,,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.03,0.02,0.04,0.02,0.03,0.03,0.02,0.03,0.03,0.07,0.32,86.44,GRU
|
||||
2024-03-21,86.72,86.07,85.51,82.01,85.84,85.58,86.11,58.13,84.97,82.65,85.4,89.67,85.55,85.78,85.62,85.77,82.81,82.62,85.82,85.38,85.24,-0.0,,,,,,,,,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.03,0.03,0.04,0.03,0.05,0.32,85.38,DeepNPTS
|
||||
2024-03-22,85.69,85.75,85.47,81.59,85.48,85.41,85.53,58.13,85.06,82.55,85.31,89.51,85.22,85.56,85.31,85.47,82.92,82.25,85.36,85.23,84.83,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.03,0.03,0.04,0.02,0.06,0.31,85.06,GRU
|
||||
2024-03-25,84.68,86.68,85.14,81.52,85.2,84.7,84.71,58.13,84.74,82.21,85.16,89.21,85.83,85.42,84.76,85.64,82.99,81.76,85.11,84.83,86.08,0.01,,,,,,,,,0.02,0.01,0.02,0.01,0.02,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.04,0.05,0.05,0.04,0.04,0.32,85.83,MLP
|
||||
2024-03-26,86.61,87.29,86.17,81.65,85.83,85.92,85.89,58.13,85.7,82.53,85.65,90.28,86.64,85.64,86.08,85.87,83.13,82.18,86.02,86.08,85.63,-0.01,,,,,,,,,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.04,0.04,0.05,0.03,0.05,0.32,85.64,DLinear
|
||||
2024-03-27,84.81,87.07,85.77,81.88,85.93,86.14,85.52,58.13,85.27,82.41,85.52,89.93,86.04,85.63,85.92,85.59,83.23,82.31,85.86,85.63,85.41,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.02,0.04,0.04,0.04,0.03,0.05,0.32,85.52,BiTCN
|
||||
2024-03-28,85.28,86.1,85.59,82.75,85.81,86.18,85.41,58.13,85.14,82.47,85.5,89.74,84.97,85.88,86.09,85.61,83.37,82.39,85.98,85.4,87.0,0.02,,,,,,,,,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.01,0.05,0.05,0.05,0.04,0.03,0.33,86.18,TSMixerx
|
||||
2024-04-01,86.27,87.66,86.88,83.41,86.7,86.77,86.92,58.13,86.38,83.0,86.17,91.05,86.34,86.84,87.23,87.26,83.58,83.35,87.11,86.94,87.42,0.0,,,,,,,,,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.05,0.05,0.05,0.04,0.04,0.34,87.26,TFT
|
||||
2024-04-02,87.51,87.3,87.18,84.06,87.35,86.75,87.33,58.13,86.62,83.27,86.63,91.52,87.98,87.62,87.46,87.75,83.82,82.79,87.51,87.42,88.92,0.02,,,,,,,,,0.02,0.02,0.03,0.02,0.02,0.02,0.03,0.01,0.01,0.02,0.01,0.02,0.02,0.06,0.07,0.05,0.06,0.03,0.35,87.98,MLP
|
||||
2024-04-03,88.04,88.63,88.36,85.25,88.53,88.7,89.0,58.13,87.77,84.15,87.92,92.78,89.03,88.37,89.14,88.47,84.1,84.2,89.13,88.92,89.35,0.0,,,,,,,,,0.0,0.0,0.02,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.0,0.0,0.01,0.06,0.06,0.05,0.06,0.04,0.35,89.14,NLinear
|
||||
2024-04-04,88.43,89.85,88.69,86.1,89.19,88.65,89.48,58.13,88.08,84.58,88.55,93.31,89.55,88.56,89.05,88.78,84.39,84.13,89.63,89.35,90.65,0.01,,,,,,,,,0.02,0.01,0.03,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.01,0.01,0.07,0.07,0.05,0.07,0.03,0.36,89.85,Informer
|
||||
2024-04-05,89.65,90.78,89.72,87.15,90.13,89.63,90.8,58.13,89.1,85.45,89.68,94.51,90.14,90.23,90.51,89.48,84.73,84.72,90.72,90.65,91.17,0.01,,,,,,,,,0.01,0.0,0.02,0.01,0.0,0.02,0.02,0.01,0.02,0.02,0.01,0.01,0.0,0.06,0.07,0.04,0.07,0.04,0.36,90.8,PatchTST
|
||||
2024-04-08,90.48,91.81,90.13,87.42,90.71,91.01,91.58,58.13,89.51,85.93,90.49,95.12,91.58,90.71,91.39,90.01,85.05,85.33,91.23,91.17,90.38,-0.01,,,,,,,,,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.02,0.05,0.06,0.03,0.06,0.05,0.36,90.49,BiTCN
|
||||
2024-04-09,89.88,91.77,89.52,86.18,90.4,90.43,91.0,58.13,89.01,85.83,90.02,94.78,90.44,90.52,90.59,89.95,85.31,85.72,90.62,90.38,89.42,-0.01,,,,,,,,,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.03,0.04,0.04,0.04,0.05,0.06,0.35,89.52,LSTM
|
||||
2024-04-10,89.24,91.12,88.79,85.75,89.78,90.17,90.09,58.13,88.45,85.55,89.43,94.08,89.87,90.26,89.58,88.96,85.53,86.11,89.58,89.42,90.48,0.01,,,,,,,,,0.01,0.01,0.02,0.01,0.0,0.0,0.01,0.0,0.02,0.02,0.01,0.01,0.01,0.05,0.05,0.05,0.05,0.04,0.36,90.26,DLinear
|
||||
2024-04-11,90.78,91.53,89.64,87.76,90.36,90.24,91.03,58.13,89.31,85.78,90.19,94.99,92.17,90.64,90.21,89.67,85.78,88.6,90.42,90.47,89.74,-0.01,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.03,0.01,0.02,0.04,0.01,0.02,0.04,0.06,0.35,89.67,TFT
|
||||
2024-04-12,90.95,91.36,89.05,88.76,90.09,89.99,90.38,58.13,88.71,85.48,89.82,94.48,90.81,90.45,89.87,89.27,86.01,86.93,90.27,89.73,90.45,0.01,,,,,,,,,0.01,0.0,0.02,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.01,0.05,0.04,0.02,0.05,0.04,0.36,90.45,DLinear
|
||||
2024-04-15,90.51,91.4,89.62,89.53,90.64,90.71,90.97,58.13,89.28,85.77,90.02,95.05,90.52,90.6,90.61,89.72,86.25,86.07,90.79,90.44,90.1,-0.0,,,,,,,,,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.05,0.04,0.01,0.04,0.05,0.35,90.02,BiTCN
|
||||
2024-04-16,90.78,90.74,89.33,89.31,90.56,90.57,90.4,58.13,89.0,85.68,90.02,94.78,90.41,90.05,90.64,89.7,86.45,86.41,90.83,90.09,90.02,-0.0,,,,,,,,,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.05,0.04,0.01,0.04,0.05,0.35,90.02,BiTCN
|
||||
2024-04-17,91.21,90.45,89.27,89.48,90.23,89.8,89.93,58.13,88.97,85.73,89.6,94.77,89.92,90.82,90.51,89.75,86.65,86.3,90.57,89.91,87.29,-0.03,,,,,,,,,0.04,0.04,0.02,0.03,0.03,0.03,0.03,0.04,0.03,0.02,0.03,0.03,0.04,0.02,0.01,0.03,0.01,0.09,0.33,86.65,StemGNN
|
||||
2024-04-18,88.46,87.26,87.1,87.73,88.19,87.74,87.55,58.13,86.94,84.79,87.92,92.49,86.8,88.69,88.24,87.54,86.78,83.85,88.29,87.35,87.11,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.0,0.0,0.0,0.03,0.04,0.01,0.0,0.06,0.33,87.1,LSTM
|
||||
2024-04-19,86.49,87.36,87.01,86.13,87.53,87.47,87.12,58.13,86.94,84.55,87.29,92.18,86.42,88.01,87.78,87.67,86.89,84.42,87.61,87.22,87.29,0.0,,,,,,,,,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.03,0.03,0.01,0.0,0.06,0.33,87.29,BiTCN
|
||||
2024-04-22,87.39,87.26,87.14,86.79,87.51,87.31,87.67,58.13,86.98,84.3,87.5,92.15,87.98,87.96,87.45,87.83,86.99,85.02,87.91,87.96,87.0,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.03,0.02,0.0,0.0,0.06,0.33,86.99,StemGNN
|
||||
2024-04-23,88.01,87.83,86.89,88.97,87.29,87.29,87.38,58.13,86.65,84.17,87.18,91.89,87.33,87.18,86.78,87.93,87.11,86.22,87.44,87.54,87.39,0.0,,,,,,,,,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.04,0.01,0.02,0.0,0.05,0.33,87.38,PatchTST
|
||||
2024-04-24,87.67,87.97,87.2,89.83,87.6,87.35,88.01,58.13,86.91,84.34,87.68,92.03,87.03,87.89,87.58,87.76,87.23,86.79,88.03,87.47,87.04,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.03,0.0,0.03,0.0,0.06,0.33,87.03,MLP
|
||||
2024-04-25,87.2,88.9,86.9,90.1,87.48,87.02,87.61,58.13,86.58,84.22,87.4,91.74,87.58,87.97,87.78,87.54,87.32,87.41,87.72,87.29,87.77,0.01,,,,,,,,,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.04,0.0,0.03,0.01,0.05,0.34,87.78,NLinear
|
||||
2024-04-26,88.56,89.34,87.49,91.22,87.87,88.02,88.14,58.13,87.13,84.44,88.0,92.26,88.38,88.02,87.88,87.51,87.43,87.84,88.0,88.08,88.21,0.0,,,,,,,,,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.04,0.0,0.03,0.01,0.05,0.34,88.14,PatchTST
|
||||
2024-04-29,87.03,89.38,87.82,92.89,88.25,88.14,88.27,58.13,87.41,84.62,88.47,92.64,88.59,88.99,88.38,87.92,87.56,88.56,88.36,88.15,87.2,-0.01,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.01,0.02,0.03,0.02,0.07,0.0,0.06,0.33,87.41,GRU
|
||||
2024-04-30,86.2,88.56,87.01,91.06,87.75,87.59,87.41,58.13,86.63,84.36,87.77,91.85,87.41,88.26,87.45,87.62,87.64,88.11,87.8,87.82,86.33,-0.01,,,,,,,,,0.01,0.02,0.0,0.02,0.01,0.01,0.02,0.02,0.01,0.01,0.01,0.02,0.03,0.02,0.02,0.05,0.02,0.06,0.33,86.63,GRU
|
||||
2024-05-01,87.31,87.44,86.33,89.64,87.04,86.94,87.09,58.13,86.05,84.07,86.95,91.04,87.98,87.65,86.6,87.42,87.7,87.46,87.14,88.02,83.44,-0.03,,,,,,,,,0.04,0.04,0.03,0.04,0.04,0.04,0.04,0.05,0.05,0.03,0.05,0.05,0.05,0.01,0.05,0.07,0.05,0.09,0.3,84.07,TCN
|
||||
2024-05-02,84.76,83.09,83.96,88.04,84.7,83.07,84.41,58.13,83.82,82.95,85.08,88.42,85.84,85.68,84.02,84.68,87.72,85.3,84.69,83.76,83.67,0.0,,,,,,,,,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.03,0.0,0.01,0.01,0.02,0.05,0.05,0.06,0.31,83.76,DeepNPTS
|
||||
2024-05-03,85.36,84.07,84.24,87.68,83.96,82.63,84.09,58.13,84.07,82.57,84.68,88.39,84.45,84.58,84.37,84.59,87.73,84.99,84.17,83.49,82.96,-0.01,,,,,,,,,0.02,0.01,0.01,0.01,0.01,0.0,0.02,0.02,0.02,0.02,0.02,0.01,0.01,0.0,0.02,0.06,0.06,0.07,0.3,82.63,TSMixerx
|
||||
2024-05-06,83.99,85.58,83.63,86.53,83.46,81.95,82.83,58.13,83.36,81.9,84.2,87.64,83.23,83.77,83.59,84.28,87.73,84.21,83.49,84.91,83.33,0.0,,,,,,,,,0.0,0.0,0.0,0.0,0.01,0.02,0.01,0.01,0.01,0.0,0.0,0.02,0.03,0.02,0.01,0.04,0.05,0.05,0.3,83.36,GRU
|
||||
2024-05-07,83.62,87.02,83.95,86.87,83.51,81.22,83.2,58.13,83.57,81.83,84.04,87.83,83.49,84.13,83.26,84.38,87.74,84.73,83.5,84.58,83.16,-0.0,-0.01,0.01,82.2,84.4,83.2,84.38,PatchTST,TFT,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.01,0.01,0.01,0.0,0.02,0.05,0.02,0.02,0.04,0.06,0.06,0.3,83.2,PatchTST
|
||||
2024-05-08,83.12,86.07,83.78,87.66,83.36,82.83,83.48,58.13,83.34,81.69,83.69,87.53,83.83,84.2,83.1,84.3,87.75,85.3,83.27,83.76,83.58,0.01,-0.01,0.01,82.61,84.83,82.83,84.3,TSMixerx,TFT,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.03,0.02,0.02,0.05,0.05,0.05,0.3,83.48,PatchTST
|
||||
2024-05-09,82.63,86.94,84.13,88.15,83.54,83.04,83.67,58.13,83.63,81.81,84.11,87.84,83.79,84.21,83.39,84.45,87.77,86.07,83.64,83.56,83.88,0.0,-0.01,0.01,82.98,85.13,83.04,84.45,TSMixerx,TFT,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.04,0.02,0.03,0.05,0.05,0.05,0.31,83.79,MLP
|
||||
2024-05-10,82.95,86.54,84.36,88.32,84.01,84.34,83.88,58.13,83.82,81.91,84.27,88.0,83.31,83.57,84.47,84.5,87.77,86.41,84.11,83.74,82.79,-0.01,-0.01,0.01,81.83,84.02,81.91,84.01,TCN,TSMixer,0.02,0.02,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.01,0.05,0.01,0.04,0.07,0.06,0.06,0.3,83.31,MLP
|
||||
2024-05-13,83.21,86.33,83.44,87.41,83.44,83.19,82.86,58.13,82.9,81.56,83.92,87.02,82.86,82.95,82.68,83.7,87.73,84.92,83.32,83.83,83.36,0.01,-0.01,0.01,82.39,84.6,82.68,83.92,NLinear,BiTCN,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.04,0.02,0.02,0.05,0.05,0.04,0.3,83.32,TiDE
|
||||
2024-05-14,84.45,85.9,83.96,87.3,83.62,83.54,83.31,58.13,83.42,81.68,83.94,87.43,84.51,83.78,83.36,83.92,87.69,85.34,83.51,84.17,82.38,-0.01,-0.01,0.01,81.4,83.61,81.68,83.54,TCN,TSMixerx,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.02,0.02,0.02,0.03,0.02,0.04,0.01,0.04,0.06,0.06,0.06,0.29,81.68,TCN
|
||||
2024-05-15,83.11,83.6,83.12,86.26,83.11,83.31,82.79,58.13,82.57,81.28,83.69,86.57,83.92,82.88,82.82,83.66,87.61,84.72,82.82,83.88,82.75,0.0,-0.01,0.01,81.81,83.98,82.57,83.92,GRU,MLP,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.02,0.04,0.06,0.05,0.3,82.79,PatchTST
|
||||
2024-05-16,83.37,83.98,83.46,86.75,83.18,83.27,83.07,58.13,82.89,81.27,83.61,86.83,84.58,83.24,82.91,83.72,87.52,85.06,83.17,83.34,83.27,0.01,-0.01,0.01,82.32,84.51,82.89,83.98,GRU,Informer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.02,0.02,0.04,0.05,0.04,0.3,83.27,TSMixerx
|
||||
2024-05-17,82.36,84.32,83.88,87.33,83.49,83.77,83.16,58.13,83.28,81.38,83.38,87.29,83.06,83.2,83.5,83.74,87.48,85.17,83.26,83.3,83.98,0.01,-0.01,0.01,83.02,85.23,83.06,85.17,MLP,MLPMultivariate,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.01,0.04,0.04,0.04,0.31,83.88,LSTM
|
||||
2024-05-20,83.4,84.43,84.45,88.62,83.98,84.17,83.62,58.13,83.81,81.57,83.63,87.98,82.84,84.1,83.72,84.04,87.46,85.34,83.92,82.9,83.71,-0.0,-0.01,0.01,82.81,84.96,82.84,84.45,MLP,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.06,0.04,0.05,0.31,83.72,NLinear
|
||||
2024-05-21,83.85,84.63,84.2,88.47,83.97,84.32,83.43,58.13,83.58,81.58,83.78,87.76,83.05,83.92,83.9,83.56,87.44,84.64,83.72,83.66,82.88,-0.01,-0.01,0.01,81.99,84.11,83.05,83.97,MLP,TSMixer,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.0,0.01,0.02,0.02,0.02,0.07,0.06,0.06,0.3,83.05,MLP
|
||||
2024-05-22,83.07,84.08,83.52,88.1,83.49,83.91,82.79,58.13,82.94,81.27,83.72,87.03,81.73,83.78,83.09,82.69,87.38,84.16,83.1,83.61,81.9,-0.01,-0.01,0.01,80.97,83.12,81.27,83.1,TCN,TiDE,0.01,0.01,0.01,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.0,0.02,0.03,0.01,0.03,0.08,0.07,0.06,0.29,81.73,MLP
|
||||
2024-05-23,82.26,83.03,82.74,86.95,82.78,83.19,82.42,58.13,82.18,80.84,83.48,86.05,82.7,82.66,82.39,81.88,87.32,83.33,82.52,83.74,81.36,-0.01,-0.01,0.01,80.43,82.57,80.84,82.52,TCN,TiDE,0.01,0.01,0.01,0.02,0.01,0.02,0.03,0.02,0.01,0.02,0.02,0.03,0.02,0.01,0.02,0.07,0.07,0.06,0.29,80.84,TCN
|
||||
2024-05-24,81.53,81.43,82.32,85.48,82.18,82.26,81.84,58.13,81.75,80.39,83.12,85.45,81.68,81.71,81.83,81.32,87.25,82.06,82.04,82.91,81.84,0.01,-0.01,0.01,80.91,83.06,81.32,82.91,TFT,DeepNPTS,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.04,0.07,0.04,0.29,81.84,PatchTST
|
||||
2024-05-27,81.62,81.45,82.74,84.86,82.24,82.47,82.37,58.13,82.12,80.34,83.12,85.83,82.23,81.99,81.92,81.25,87.14,81.82,82.41,82.01,82.88,0.01,-0.01,0.01,81.94,84.08,81.99,83.12,DLinear,BiTCN,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.02,0.0,0.01,0.01,0.02,0.03,0.01,0.02,0.05,0.04,0.3,82.74,LSTM
|
||||
2024-05-28,82.55,82.14,83.59,85.34,83.02,83.57,82.61,58.13,82.91,80.66,83.27,86.79,81.82,82.52,83.02,82.17,87.04,82.42,82.92,81.83,83.94,0.01,-0.01,0.01,82.98,85.16,83.02,83.59,NLinear,LSTM,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.02,0.02,0.0,0.03,0.03,0.02,0.04,0.02,0.02,0.04,0.03,0.31,83.59,LSTM
|
||||
2024-05-29,83.92,83.23,84.42,86.91,83.67,84.16,83.84,58.13,83.71,81.11,83.58,87.77,83.92,83.25,83.94,84.22,86.91,84.52,83.86,82.95,83.43,-0.01,-0.01,0.01,82.48,84.64,82.95,84.52,DeepNPTS,MLPMultivariate,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.03,0.01,0.04,0.04,0.05,0.3,83.58,BiTCN
|
||||
2024-05-30,83.22,82.0,83.96,86.48,83.51,83.7,82.98,58.13,83.27,81.16,82.99,87.38,83.43,83.1,83.46,83.39,86.75,83.93,83.09,83.33,81.88,-0.02,-0.01,0.01,80.91,83.07,81.16,82.99,TCN,BiTCN,0.02,0.01,0.02,0.02,0.01,0.02,0.01,0.01,0.02,0.03,0.02,0.02,0.0,0.01,0.03,0.06,0.06,0.07,0.29,82.0,Informer
|
||||
2024-05-31,81.91,80.53,82.69,85.59,82.39,82.72,82.06,58.13,82.06,80.79,81.95,85.94,82.98,82.1,82.33,81.79,86.52,82.62,82.09,83.0,81.11,-0.01,-0.01,0.01,80.15,82.29,80.53,82.1,Informer,DLinear,0.01,0.01,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.02,0.02,0.02,0.01,0.0,0.02,0.06,0.07,0.06,0.28,80.79,TCN
|
||||
2024-06-03,80.43,79.81,82.1,85.05,81.67,82.19,81.09,58.13,81.51,80.32,81.28,85.14,80.66,81.76,81.28,81.38,86.25,80.82,81.22,82.63,78.36,-0.03,-0.01,0.01,77.43,79.5,,,,,0.04,0.04,0.04,0.04,0.03,0.05,0.04,0.04,0.04,0.05,0.03,0.05,0.02,0.02,0.03,0.09,0.1,0.09,0.26,79.81,Informer
|
||||
2024-06-04,77.88,78.1,79.68,83.1,79.8,79.68,79.1,58.13,79.15,79.29,80.25,82.4,77.71,79.55,78.67,80.05,85.97,77.85,79.3,81.88,77.52,-0.01,-0.01,0.01,76.6,78.64,77.71,78.1,MLP,Informer,0.01,0.02,0.02,0.03,0.02,0.03,0.04,0.03,0.03,0.03,0.0,0.06,0.01,0.02,0.0,0.07,0.11,0.06,0.25,77.71,MLP
|
||||
2024-06-05,77.17,77.94,79.01,80.04,78.76,77.76,79.17,58.13,78.45,78.54,80.01,81.34,77.46,78.64,77.67,79.5,85.72,76.39,78.38,81.16,78.41,0.01,-0.01,0.01,77.48,79.55,77.67,79.5,NLinear,TFT,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.01,0.01,0.01,0.04,0.01,0.0,0.03,0.02,0.09,0.04,0.26,78.38,TiDE
|
||||
2024-06-06,78.01,78.77,79.91,78.65,79.18,78.95,79.37,58.13,79.13,78.41,80.35,82.13,77.59,78.45,78.81,79.68,85.42,77.43,78.92,78.7,79.87,0.02,-0.01,0.01,78.92,81.03,78.92,80.35,TiDE,BiTCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.03,0.01,0.01,0.02,0.03,0.02,0.07,0.03,0.27,79.91,LSTM
|
||||
2024-06-07,79.57,79.6,81.17,80.03,80.05,80.31,80.13,58.13,80.22,78.63,80.5,83.53,79.6,79.47,80.29,80.15,85.16,80.04,80.17,78.79,79.62,-0.0,-0.01,0.01,78.67,80.66,78.79,80.5,DeepNPTS,BiTCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.0,0.01,0.01,0.01,0.07,0.05,0.27,79.6,Informer
|
||||
2024-06-10,79.92,79.44,80.87,80.05,79.97,80.4,79.52,58.13,79.9,78.66,80.33,83.26,80.28,79.69,79.86,79.84,84.85,80.17,79.71,79.2,81.63,0.03,-0.01,0.01,80.66,82.81,80.87,80.87,LSTM,LSTM,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.02,0.01,0.02,0.03,0.03,0.04,0.02,0.02,0.04,0.02,0.29,80.87,LSTM
|
||||
2024-06-11,81.34,80.4,82.61,80.85,80.95,81.85,81.43,58.13,81.61,79.44,80.74,85.1,81.19,81.26,81.76,81.16,84.59,81.38,80.89,80.25,81.92,0.0,-0.01,0.01,80.95,82.98,80.95,82.61,TSMixer,LSTM,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.03,0.01,0.01,0.03,0.04,0.29,81.85,TSMixerx
|
||||
2024-06-12,81.46,80.77,82.77,81.71,81.58,82.16,81.79,58.13,81.81,79.71,80.95,85.49,81.75,81.53,82.01,81.69,84.33,82.0,81.48,81.3,82.6,0.01,-0.01,0.01,81.62,83.67,81.69,82.77,TFT,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.02,0.02,0.04,0.01,0.01,0.02,0.04,0.3,82.77,LSTM
|
||||
2024-06-13,81.58,81.71,83.32,82.27,82.25,82.18,82.33,58.13,82.41,80.17,81.64,86.17,82.05,81.6,82.26,82.21,84.19,82.13,82.28,82.48,82.75,0.0,-0.01,0.01,81.77,83.83,82.05,83.32,MLP,LSTM,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.03,0.01,0.01,0.02,0.04,0.3,82.48,DeepNPTS
|
||||
2024-06-14,81.18,81.26,83.43,82.23,82.64,82.4,82.53,58.13,82.59,80.42,82.06,86.39,82.59,82.19,82.42,82.59,84.06,82.68,82.72,82.82,82.62,-0.0,-0.01,0.01,81.65,83.69,82.06,83.43,BiTCN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,0.03,0.0,0.0,0.02,0.05,0.3,82.64,TSMixer
|
||||
2024-06-17,82.19,81.0,83.32,82.57,82.75,82.4,82.63,58.13,82.54,80.52,82.31,86.39,82.69,82.33,82.44,82.03,83.91,82.87,82.88,82.69,84.25,0.02,-0.01,0.01,83.26,85.47,83.32,83.91,LSTM,StemGNN,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.02,0.02,0.04,0.04,0.02,0.02,0.0,0.03,0.31,83.91,StemGNN
|
||||
2024-06-18,84.11,82.19,84.68,83.25,83.66,83.39,84.2,58.13,83.93,81.16,83.46,87.9,83.94,83.27,84.25,85.64,83.82,84.33,84.12,82.48,85.33,0.01,-0.01,0.01,84.32,86.44,84.33,85.64,MLPMultivariate,TFT,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.02,0.0,0.01,0.02,0.03,0.04,0.05,0.01,0.02,0.02,0.03,0.32,85.64,TFT
|
||||
2024-06-19,85.2,83.46,85.53,83.37,84.71,84.81,85.01,58.13,84.75,81.66,84.38,89.03,85.11,84.58,84.9,85.93,83.74,84.98,84.56,84.2,85.07,-0.0,-0.01,0.01,84.07,86.18,84.2,85.93,DeepNPTS,TFT,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.04,0.0,0.02,0.02,0.05,0.32,85.11,MLP
|
||||
2024-06-20,85.44,83.94,85.29,82.8,84.74,85.84,84.71,58.13,84.56,81.8,84.64,88.99,85.77,84.74,85.07,85.88,83.67,85.31,84.6,84.99,85.71,0.01,-0.01,0.01,84.7,86.82,84.71,85.88,PatchTST,TFT,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.02,0.05,0.0,0.03,0.02,0.04,0.32,85.77,MLP
|
||||
2024-06-21,85.45,84.18,85.83,82.55,85.13,86.74,84.7,58.13,85.17,82.14,85.05,89.6,85.84,85.1,85.18,85.72,83.59,85.06,84.73,85.69,84.33,-0.02,-0.01,0.01,83.33,85.41,83.59,85.18,StemGNN,NLinear,0.01,0.0,0.01,0.01,0.0,0.03,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.03,0.01,0.02,0.01,0.06,0.31,84.18,Informer
|
||||
2024-06-24,84.13,82.58,84.67,82.46,84.55,85.88,83.9,58.13,84.12,81.65,84.65,88.52,84.35,84.63,84.25,83.53,83.44,84.05,84.23,84.32,85.15,0.01,-0.01,0.01,84.14,86.24,84.23,85.88,TiDE,TSMixerx,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.03,0.04,0.01,0.03,0.02,0.04,0.32,84.67,LSTM
|
||||
2024-06-25,85.6,84.48,85.41,82.66,85.0,86.42,85.02,58.13,84.88,81.93,85.32,89.21,85.74,84.41,85.29,84.47,83.36,84.43,85.06,85.13,84.22,-0.01,-0.01,0.01,83.22,85.29,83.36,85.13,StemGNN,DeepNPTS,0.01,0.01,0.01,0.01,0.01,0.03,0.01,0.0,0.0,0.01,0.02,0.01,0.0,0.03,0.0,0.02,0.01,0.06,0.31,84.41,DLinear
|
||||
2024-06-26,85.15,83.71,84.61,82.99,84.94,85.48,84.36,58.13,84.13,81.5,84.88,88.43,85.08,83.77,84.51,83.53,83.28,84.35,84.83,84.87,84.47,0.0,-0.01,0.01,83.46,85.54,83.53,85.48,TFT,TSMixerx,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.04,0.0,0.02,0.01,0.05,0.31,84.51,NLinear
|
||||
2024-06-27,84.27,83.84,84.85,83.07,84.8,85.17,84.47,58.13,84.37,81.66,84.83,88.63,84.02,84.16,84.83,84.09,83.31,84.18,85.03,84.16,85.26,0.01,-0.01,0.01,84.25,86.28,84.37,85.17,GRU,TSMixerx,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.04,0.01,0.03,0.02,0.04,0.32,85.17,TSMixerx
|
||||
2024-06-28,84.2,83.18,85.5,83.46,85.24,85.21,85.73,58.13,84.97,81.92,85.07,89.3,83.77,84.82,85.54,84.63,83.37,84.47,85.49,84.06,85.0,-0.0,-0.01,0.01,83.99,86.02,84.06,85.73,DeepNPTS,PatchTST,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.04,0.01,0.02,0.02,0.05,0.32,84.97,GRU
|
||||
2024-07-01,84.39,83.04,85.26,82.84,85.0,85.08,84.92,58.13,84.72,81.95,84.83,89.2,84.09,85.13,85.48,84.6,83.43,84.23,85.22,84.71,86.6,0.02,-0.01,0.01,85.57,87.7,,,,,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.04,0.05,0.03,0.04,0.04,0.03,0.33,85.48,NLinear
|
||||
2024-07-02,85.26,83.73,86.56,83.53,85.97,86.18,85.81,58.13,85.99,82.68,85.7,90.51,84.99,85.95,86.54,85.87,83.54,84.84,86.16,86.5,86.24,-0.0,-0.01,0.01,85.21,87.34,85.7,86.56,BiTCN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.03,0.04,0.02,0.03,0.03,0.05,0.33,86.18,TSMixerx
|
||||
2024-07-03,85.09,84.31,86.24,83.92,86.13,85.79,85.87,58.13,85.66,82.69,85.92,90.38,85.12,85.59,86.06,85.35,83.64,85.11,86.17,86.24,87.34,0.01,-0.01,0.01,86.3,88.46,,,,,0.01,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.03,0.01,0.03,0.05,0.03,0.04,0.04,0.03,0.33,86.24,DeepNPTS
|
||||
2024-07-04,84.98,86.64,87.13,84.96,86.97,87.45,86.78,58.13,86.56,83.32,86.91,91.34,85.8,87.07,86.95,85.42,83.77,85.92,87.13,87.34,87.43,0.0,-0.01,0.01,86.39,88.55,86.56,87.45,GRU,TSMixerx,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.02,0.0,0.01,0.05,0.02,0.03,0.04,0.04,0.34,87.45,TSMixerx
|
||||
2024-07-05,86.97,88.32,87.18,86.41,87.58,88.06,87.78,58.13,86.63,83.5,87.82,91.51,87.7,87.08,87.68,85.5,83.89,87.1,87.8,87.43,86.54,-0.01,-0.01,0.01,85.51,87.65,86.41,87.58,iTransformer,TSMixer,0.01,0.01,0.0,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.04,0.01,0.0,0.03,0.06,0.33,86.63,GRU
|
||||
2024-07-08,87.46,86.67,86.47,86.73,87.18,87.64,87.42,58.13,86.0,83.3,87.73,90.91,88.4,86.94,86.89,85.03,84.0,87.07,87.41,86.54,85.75,-0.01,-0.01,0.01,84.73,86.85,85.03,86.73,TFT,iTransformer,0.01,0.02,0.0,0.02,0.02,0.02,0.02,0.01,0.01,0.01,0.03,0.01,0.01,0.03,0.02,0.01,0.02,0.06,0.32,86.0,GRU
|
||||
2024-07-09,86.75,86.36,85.87,86.21,86.46,86.27,86.89,58.13,85.5,83.02,87.2,90.2,86.89,86.81,86.33,86.43,84.08,86.4,86.62,85.75,84.66,-0.01,-0.01,0.01,83.58,85.74,84.08,85.5,StemGNN,GRU,0.02,0.02,0.01,0.02,0.03,0.02,0.03,0.03,0.02,0.01,0.03,0.01,0.02,0.02,0.02,0.02,0.01,0.07,0.31,84.08,StemGNN
|
||||
2024-07-10,85.94,84.36,84.99,85.08,85.3,85.35,85.84,58.13,84.69,82.42,86.09,89.28,85.4,85.83,85.21,86.02,84.13,86.0,85.41,84.66,85.08,0.0,-0.01,0.01,84.07,86.17,84.13,86.09,StemGNN,BiTCN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.03,0.01,0.0,0.01,0.05,0.32,85.08,iTransformer
|
||||
2024-07-11,85.32,84.95,85.37,84.21,85.1,85.41,85.31,58.13,85.03,82.4,85.77,89.56,85.34,85.91,85.36,86.12,84.2,85.35,85.34,85.08,85.4,0.0,-0.01,0.01,84.38,86.49,84.95,86.12,Informer,TFT,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.04,0.0,0.01,0.01,0.05,0.32,85.41,TSMixerx
|
||||
2024-07-12,86.59,85.58,85.61,83.86,85.26,85.44,85.28,58.13,85.2,82.36,85.7,89.82,86.41,85.66,85.54,85.93,84.26,85.56,85.29,85.4,85.03,-0.0,-0.01,0.01,84.02,86.12,84.26,85.93,StemGNN,TFT,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.03,0.01,0.01,0.01,0.06,0.32,85.2,GRU
|
||||
2024-07-15,85.25,84.56,85.29,83.29,85.01,85.16,84.64,58.13,84.86,82.33,85.4,89.47,85.43,85.05,84.84,85.06,84.29,84.1,85.04,85.02,84.85,-0.0,-0.01,0.01,83.84,85.94,84.1,85.43,MLPMultivariate,MLP,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.03,0.01,0.02,0.01,0.05,0.31,84.86,GRU
|
||||
2024-07-16,85.58,84.68,85.15,83.57,84.84,85.28,85.02,58.13,84.72,82.32,85.05,89.22,85.41,85.3,85.21,83.96,84.32,84.56,85.04,84.74,83.73,-0.01,-0.01,0.01,82.67,84.8,83.57,84.74,iTransformer,DeepNPTS,0.02,0.02,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.02,0.01,0.01,0.02,0.01,0.0,0.01,0.07,0.31,83.57,iTransformer
|
||||
2024-07-17,83.26,83.84,84.22,83.49,84.05,84.68,84.03,58.13,83.83,81.88,84.13,88.19,83.66,84.27,84.14,83.31,84.34,83.88,84.28,83.97,85.08,0.02,-0.01,0.01,84.0,86.17,84.03,84.68,PatchTST,TSMixerx,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.01,0.02,0.01,0.01,0.04,0.01,0.02,0.01,0.04,0.32,84.68,TSMixerx
|
||||
2024-07-18,85.03,85.38,85.37,84.05,84.99,85.0,85.86,58.13,84.92,82.27,85.18,89.26,84.73,85.06,85.27,83.88,84.42,85.13,85.15,84.95,85.11,0.0,-0.01,0.01,84.03,86.2,84.05,85.86,iTransformer,PatchTST,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.03,0.0,0.01,0.01,0.05,0.32,85.13,MLPMultivariate
|
||||
2024-07-19,86.07,85.0,85.36,84.75,85.17,85.07,85.91,58.13,84.84,82.22,85.32,89.32,85.84,85.2,85.03,83.21,84.51,85.87,85.46,85.14,82.63,-0.03,-0.01,0.01,81.56,83.69,82.22,83.21,TCN,TFT,0.03,0.03,0.03,0.03,0.04,0.03,0.03,0.03,0.01,0.03,0.04,0.03,0.03,0.01,0.04,0.03,0.02,0.08,0.3,82.22,TCN
|
||||
2024-07-22,84.24,80.23,83.28,83.25,83.51,82.33,82.96,58.13,82.84,81.67,83.16,87.11,83.73,83.82,82.6,82.31,84.52,83.91,83.33,82.29,82.4,-0.0,-0.01,0.01,81.33,83.45,81.67,83.33,TCN,TiDE,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.02,0.0,0.03,0.01,0.02,0.01,0.03,0.06,0.29,82.33,TSMixerx
|
||||
2024-07-23,83.86,81.43,83.18,80.19,82.75,81.02,82.7,58.13,82.79,81.38,82.48,86.67,82.59,83.43,82.8,82.25,84.51,82.74,82.9,80.62,81.01,-0.02,-0.01,0.01,79.92,82.05,80.19,81.43,iTransformer,Informer,0.02,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.02,0.03,0.02,0.0,0.01,0.0,0.02,0.01,0.04,0.07,0.28,81.02,TSMixerx
|
||||
2024-07-24,81.16,79.47,82.01,79.36,81.62,79.68,81.67,58.13,81.56,80.69,81.45,85.36,80.8,82.26,81.65,81.72,84.45,81.54,81.56,80.03,80.82,-0.0,-0.01,0.01,79.77,81.85,80.03,81.72,DeepNPTS,TFT,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.02,0.04,0.06,0.28,80.8,MLP
|
||||
2024-07-25,79.1,80.98,81.9,79.27,81.23,79.42,81.12,58.13,81.36,80.26,81.04,85.01,80.61,81.25,81.13,81.8,84.4,81.09,81.07,81.12,81.39,0.01,-0.01,0.01,80.33,82.43,80.61,81.9,MLP,LSTM,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.03,0.04,0.04,0.29,81.36,GRU
|
||||
2024-07-26,80.56,80.76,82.39,84.27,81.64,80.63,81.96,58.13,81.76,80.2,81.73,85.45,81.57,81.96,81.34,82.23,84.39,81.76,81.46,82.27,80.28,-0.01,-0.01,0.01,79.22,81.31,80.2,80.76,TCN,Informer,0.01,0.01,0.02,0.02,0.02,0.0,0.02,0.02,0.02,0.03,0.02,0.02,0.01,0.0,0.02,0.05,0.05,0.06,0.28,80.2,TCN
|
||||
2024-07-29,80.89,82.37,81.4,84.28,81.19,81.06,81.21,58.13,80.71,79.82,81.54,84.37,80.93,81.56,80.67,81.51,84.38,81.27,80.97,81.38,79.05,-0.02,-0.01,0.01,77.96,80.06,79.82,79.82,TCN,TCN,0.02,0.02,0.02,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.02,0.03,0.04,0.01,0.03,0.07,0.07,0.07,0.26,79.82,TCN
|
||||
2024-07-30,80.54,82.78,80.35,84.17,80.12,80.81,80.69,58.13,79.66,79.32,81.27,82.96,80.95,80.93,79.71,80.94,84.38,81.21,80.17,81.39,78.07,-0.01,-0.01,0.01,76.99,79.07,,,,,0.02,0.03,0.02,0.03,0.03,0.04,0.04,0.04,0.04,0.03,0.04,0.04,0.06,0.02,0.04,0.08,0.08,0.06,0.26,79.32,TCN
|
||||
2024-07-31,78.89,82.6,79.5,84.33,78.99,79.63,79.16,58.13,78.81,78.76,80.65,81.86,79.21,79.61,78.74,80.71,84.39,79.85,78.97,80.57,80.84,0.04,-0.01,0.01,79.72,81.9,79.85,81.86,MLPMultivariate,DilatedRNN,0.03,0.02,0.03,0.02,0.02,0.02,0.0,0.02,0.0,0.02,0.02,0.0,0.02,0.03,0.01,0.04,0.04,0.01,0.28,80.71,TFT
|
||||
2024-08-01,80.06,82.36,82.02,85.04,80.5,81.2,81.09,58.13,81.13,79.36,81.16,84.43,79.79,80.4,81.17,81.86,84.41,80.53,80.83,79.97,79.52,-0.02,-0.02,0.01,78.3,80.56,79.36,80.53,TCN,MLPMultivariate,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.03,0.03,0.0,0.01,0.04,0.0,0.01,0.07,0.06,0.06,0.27,79.36,TCN
|
||||
2024-08-02,79.34,82.13,80.74,85.23,80.15,80.16,80.01,58.13,79.84,78.94,80.9,83.32,79.98,79.86,79.59,81.15,84.41,80.37,80.14,79.0,76.81,-0.03,-0.02,0.01,75.57,77.82,,,,,0.04,0.04,0.04,0.04,0.04,0.04,0.05,0.04,0.06,0.05,0.04,0.03,0.07,0.03,0.05,0.11,0.1,0.08,0.24,78.94,TCN
|
||||
2024-08-05,77.19,79.33,78.19,84.71,77.98,78.11,77.43,58.13,77.55,78.33,78.84,80.44,77.72,78.73,76.87,79.72,84.39,77.08,77.57,80.14,76.3,-0.01,-0.02,0.01,75.07,77.3,76.87,77.08,NLinear,MLPMultivariate,0.01,0.02,0.02,0.02,0.01,0.02,0.03,0.03,0.04,0.02,0.02,0.05,0.04,0.03,0.01,0.11,0.11,0.05,0.24,76.87,NLinear
|
||||
2024-08-06,75.82,78.36,77.83,84.63,76.91,77.74,76.74,58.13,77.2,77.78,77.83,79.72,77.27,78.06,77.08,79.07,84.33,76.22,76.8,79.75,76.48,0.0,-0.02,0.01,75.25,77.48,76.22,77.27,MLPMultivariate,MLP,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.02,0.03,0.02,0.01,0.04,0.02,0.02,0.0,0.11,0.1,0.04,0.24,76.74,PatchTST
|
||||
2024-08-07,76.29,79.29,78.06,84.37,76.82,76.97,76.5,58.13,77.29,77.37,77.21,79.94,77.02,76.65,76.85,78.73,84.26,75.45,76.72,77.61,78.33,0.02,-0.02,0.02,77.07,79.61,77.21,79.29,BiTCN,Informer,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.01,0.0,0.02,0.01,0.01,0.01,0.04,0.08,0.08,0.02,0.26,78.06,LSTM
|
||||
2024-08-08,77.7,79.11,79.88,84.73,78.18,78.15,77.95,58.13,78.78,77.64,77.77,81.68,77.64,77.44,78.21,79.2,84.19,75.79,78.15,77.5,79.16,0.01,-0.02,0.02,77.89,80.46,77.95,79.88,PatchTST,LSTM,0.01,0.01,0.0,0.01,0.02,0.01,0.02,0.02,0.0,0.01,0.02,0.02,0.0,0.02,0.04,0.07,0.06,0.03,0.27,79.2,TFT
|
||||
2024-08-09,77.74,78.62,80.54,84.54,79.23,79.31,78.5,58.13,79.39,77.99,78.75,82.57,77.15,79.07,78.28,79.14,84.12,75.97,78.95,77.96,79.66,0.01,-0.02,0.02,78.38,80.97,78.5,80.54,PatchTST,LSTM,0.02,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.02,0.05,0.06,0.06,0.04,0.27,79.39,GRU
|
||||
2024-08-12,78.47,78.5,80.93,85.06,79.79,80.1,79.42,58.13,79.78,78.39,79.57,83.06,78.18,80.0,79.61,79.25,84.06,77.95,79.73,79.03,82.3,0.03,-0.02,0.02,80.97,83.83,83.06,83.06,DilatedRNN,DilatedRNN,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.04,0.02,0.05,0.04,0.05,0.05,0.05,0.03,0.02,0.01,0.29,83.06,DilatedRNN
|
||||
2024-08-13,81.87,80.26,83.15,85.94,81.59,82.07,82.25,58.13,82.05,79.53,81.19,85.49,80.48,81.39,82.39,82.33,84.01,83.4,81.75,83.1,80.69,-0.02,-0.02,0.02,79.37,82.19,79.53,82.07,TCN,TSMixerx,0.02,0.01,0.02,0.01,0.02,0.02,0.01,0.01,0.02,0.03,0.0,0.03,0.01,0.01,0.03,0.07,0.04,0.06,0.28,80.48,MLP
|
||||
2024-08-14,80.76,80.05,81.68,85.9,81.08,80.88,80.66,58.13,80.64,79.24,80.59,84.26,80.33,80.39,81.11,80.44,83.89,83.77,81.02,81.24,79.76,-0.01,-0.02,0.02,78.45,81.24,79.24,81.24,TCN,DeepNPTS,0.02,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.02,0.0,0.01,0.05,0.08,0.05,0.06,0.27,80.05,Informer
|
||||
2024-08-15,79.71,80.45,80.95,85.15,80.22,80.23,79.82,58.13,80.02,79.05,79.94,83.32,79.93,79.81,80.15,79.37,83.76,82.45,79.99,78.06,81.04,0.02,-0.02,0.02,79.71,82.55,79.81,82.45,DLinear,MLPMultivariate,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.02,0.0,0.01,0.04,0.01,0.02,0.02,0.05,0.03,0.03,0.28,80.95,LSTM
|
||||
2024-08-16,81.2,81.34,82.11,86.08,80.92,80.91,81.18,58.13,81.21,79.3,80.64,84.58,80.32,80.92,80.54,80.93,83.64,82.75,80.74,81.48,79.68,-0.02,-0.02,0.02,78.34,81.16,79.3,80.93,TCN,TFT,0.01,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.03,0.01,0.02,0.02,0.0,0.04,0.08,0.05,0.06,0.27,79.3,TCN
|
||||
2024-08-19,80.0,80.32,80.87,86.02,80.26,80.54,80.15,58.13,79.99,78.89,80.02,83.47,80.32,80.12,79.86,79.34,83.53,83.52,80.0,81.03,77.66,-0.03,-0.02,0.02,76.33,79.1,78.89,78.89,TCN,TCN,0.03,0.03,0.03,0.03,0.03,0.04,0.03,0.03,0.02,0.04,0.03,0.04,0.03,0.02,0.08,0.11,0.08,0.07,0.25,78.89,TCN
|
||||
2024-08-20,78.83,80.34,79.05,83.58,78.69,78.99,78.88,58.13,78.32,78.18,78.96,81.31,79.79,78.59,78.04,77.87,83.36,84.53,78.37,79.06,77.2,-0.01,-0.02,0.02,75.88,78.64,77.87,78.59,TFT,DLinear,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0.03,0.02,0.04,0.01,0.09,0.08,0.08,0.05,0.25,77.87,TFT
|
||||
2024-08-21,78.27,79.63,78.71,82.97,77.94,78.44,77.95,58.13,77.98,77.7,78.18,80.74,79.85,77.29,77.77,77.48,83.21,85.37,77.53,79.55,76.05,-0.01,-0.02,0.02,74.75,77.46,77.29,77.29,DLinear,DLinear,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.02,0.02,0.04,0.05,0.05,0.05,0.02,0.12,0.09,0.09,0.06,0.24,77.29,DLinear
|
||||
2024-08-22,77.62,77.05,77.55,82.69,77.0,77.45,76.26,58.13,76.93,77.04,77.34,79.57,77.29,76.68,76.69,76.72,83.04,85.04,76.71,77.91,77.22,0.02,-0.02,0.02,75.92,78.66,76.26,77.91,PatchTST,DeepNPTS,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.1,0.07,0.08,0.03,0.25,77.29,MLP
|
||||
2024-08-23,77.5,79.24,78.83,83.21,77.41,78.55,76.94,58.13,77.89,76.98,77.72,80.62,77.23,77.52,77.08,77.35,82.85,84.23,77.2,77.33,78.15,0.01,-0.02,0.02,76.84,79.6,76.94,79.24,PatchTST,Informer,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.08,0.06,0.06,0.03,0.26,77.89,GRU
|
||||
2024-08-26,78.33,78.59,79.67,82.94,78.39,78.92,77.49,58.13,78.59,77.25,78.23,81.55,77.74,77.88,78.15,77.95,82.68,84.78,77.83,76.48,80.36,0.03,-0.02,0.02,79.04,81.88,79.67,81.55,LSTM,DilatedRNN,0.03,0.03,0.02,0.02,0.04,0.02,0.03,0.03,0.03,0.01,0.03,0.05,0.02,0.04,0.06,0.03,0.03,0.01,0.28,79.67,LSTM
|
||||
2024-08-27,79.68,81.12,81.59,82.97,80.18,80.69,80.21,58.13,80.4,78.09,79.7,83.61,79.66,79.11,80.4,80.59,82.49,86.04,80.46,79.97,78.66,-0.02,-0.02,0.02,77.34,80.15,78.09,79.97,TCN,DeepNPTS,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.01,0.02,0.04,0.01,0.02,0.03,0.01,0.09,0.05,0.05,0.06,0.26,79.11,DLinear
|
||||
2024-08-28,78.41,79.51,79.96,82.45,79.41,80.19,79.05,58.13,78.89,77.92,79.36,82.07,78.44,77.94,78.93,78.36,82.28,83.7,79.44,79.08,77.58,-0.01,-0.02,0.02,76.28,79.05,77.92,78.93,TCN,NLinear,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.0,0.01,0.03,0.01,0.02,0.02,0.0,0.08,0.06,0.06,0.06,0.25,77.92,TCN
|
||||
2024-08-29,78.4,78.41,79.02,80.86,78.24,78.61,77.96,58.13,78.09,77.77,78.28,80.88,77.73,78.45,78.19,77.39,82.0,82.81,78.25,79.23,78.82,0.02,-0.02,0.02,77.5,80.31,77.73,79.23,MLP,DeepNPTS,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.01,0.01,0.01,0.05,0.03,0.04,0.03,0.26,79.02,LSTM
|
||||
2024-08-30,78.95,78.73,80.26,81.3,78.7,79.23,79.17,58.13,79.22,77.91,78.39,82.13,79.42,78.8,79.6,78.59,81.73,84.97,78.95,79.65,76.93,-0.02,-0.02,0.02,75.61,78.38,77.91,77.91,TCN,TCN,0.03,0.03,0.03,0.02,0.03,0.03,0.02,0.02,0.02,0.04,0.03,0.04,0.02,0.01,0.1,0.06,0.06,0.07,0.24,77.91,TCN
|
||||
2024-09-02,76.82,77.15,78.36,79.08,77.64,77.55,77.22,58.13,77.53,77.27,77.07,80.48,77.9,76.77,77.1,76.99,81.46,80.98,77.16,77.78,77.52,0.01,-0.02,0.02,76.19,78.79,76.77,78.36,DLinear,LSTM,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.0,0.04,0.02,0.05,0.04,0.25,77.53,GRU
|
||||
2024-09-03,78.45,77.62,79.07,81.54,77.68,77.93,78.02,58.13,78.09,77.29,76.97,80.87,78.95,78.09,76.8,77.37,81.23,81.66,77.29,77.73,73.75,-0.05,-0.02,0.02,72.29,74.96,,,,,0.04,0.05,0.06,0.05,0.06,0.06,0.04,0.06,0.05,0.07,0.07,0.05,0.05,0.05,0.11,0.11,0.1,0.1,0.21,76.8,NLinear
|
||||
2024-09-04,75.29,73.73,74.9,79.38,75.22,75.62,74.12,58.13,74.64,76.25,75.21,77.13,74.98,75.5,74.33,75.36,80.98,80.37,74.68,77.49,72.7,-0.01,-0.02,0.02,71.26,73.89,73.73,73.73,Informer,Informer,0.02,0.03,0.03,0.03,0.02,0.04,0.03,0.04,0.04,0.03,0.03,0.07,0.01,0.05,0.11,0.09,0.11,0.06,0.2,73.73,Informer
|
||||
2024-09-05,72.83,73.33,73.98,78.79,73.53,74.44,72.7,58.13,73.7,75.33,74.35,75.51,74.15,74.4,73.39,74.78,80.71,79.04,73.57,77.77,72.69,-0.0,-0.02,0.02,71.25,73.88,72.7,73.7,PatchTST,GRU,0.01,0.01,0.01,0.01,0.0,0.02,0.02,0.02,0.03,0.02,0.02,0.07,0.01,0.04,0.09,0.08,0.11,0.04,0.2,72.7,PatchTST
|
||||
2024-09-06,72.39,73.59,74.06,77.27,73.28,72.31,72.97,58.13,73.63,74.73,74.2,75.51,72.8,73.56,73.14,75.05,80.41,78.94,72.95,74.5,71.06,-0.02,-0.02,0.02,69.55,72.23,,,,,0.03,0.03,0.04,0.03,0.03,0.02,0.04,0.04,0.06,0.04,0.02,0.05,0.04,0.05,0.11,0.09,0.13,0.06,0.18,72.31,TSMixerx
|
||||
2024-09-09,71.08,72.12,72.17,74.71,72.07,70.85,71.73,58.13,71.94,73.85,73.4,73.57,71.88,71.82,71.46,74.35,80.1,77.38,71.61,72.87,71.84,0.01,-0.02,0.02,70.31,72.99,70.85,72.87,TSMixerx,DeepNPTS,0.01,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.03,0.0,0.0,0.01,0.0,0.03,0.08,0.04,0.11,0.02,0.19,71.82,DLinear
|
||||
2024-09-10,73.01,72.68,73.2,75.11,72.29,71.72,72.13,58.13,72.62,73.66,74.28,74.19,73.3,72.54,72.04,73.9,79.79,78.54,72.08,73.11,69.19,-0.04,-0.02,0.02,67.63,70.3,,,,,0.04,0.04,0.05,0.04,0.04,0.04,0.07,0.05,0.07,0.06,0.06,0.06,0.05,0.06,0.14,0.09,0.15,0.07,0.16,71.72,TSMixerx
|
||||
2024-09-11,68.98,69.03,69.99,73.17,70.55,70.97,70.36,58.13,69.71,72.95,73.37,70.96,69.36,70.5,69.9,71.45,79.5,75.13,70.1,71.53,70.61,0.02,-0.02,0.02,69.01,71.77,69.03,71.53,Informer,DeepNPTS,0.01,0.01,0.01,0.0,0.0,0.01,0.04,0.0,0.01,0.01,0.02,0.01,0.02,0.03,0.06,0.04,0.13,0.0,0.18,70.55,TSMixer
|
||||
2024-09-12,68.93,66.91,71.93,73.61,70.61,72.13,70.79,58.13,71.21,72.99,72.75,72.38,70.52,70.89,71.06,72.05,79.15,75.36,70.99,72.19,71.97,0.02,-0.02,0.02,70.34,73.32,70.52,72.99,MLP,TCN,0.01,0.01,0.01,0.02,0.02,0.0,0.01,0.02,0.0,0.0,0.02,0.0,0.07,0.01,0.05,0.02,0.1,0.01,0.19,71.93,LSTM
|
||||
2024-09-13,71.77,69.1,73.41,73.95,71.59,72.9,72.03,58.13,72.58,73.25,72.3,74.19,72.18,71.27,72.18,73.05,78.8,75.84,71.72,70.77,71.61,-0.0,-0.02,0.02,69.99,72.96,70.77,72.9,DeepNPTS,TSMixerx,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.02,0.03,0.01,0.01,0.04,0.02,0.06,0.03,0.1,0.04,0.19,71.59,TSMixer
|
||||
2024-09-16,71.81,66.98,72.88,74.15,71.64,73.05,71.09,58.13,72.15,73.2,71.7,73.83,73.8,70.68,71.47,73.17,78.54,73.95,71.53,70.88,72.75,0.02,-0.02,0.02,71.11,74.12,71.47,73.95,NLinear,MLPMultivariate,0.02,0.02,0.01,0.02,0.02,0.0,0.01,0.03,0.01,0.0,0.01,0.03,0.08,0.01,0.02,0.02,0.08,0.01,0.2,72.88,LSTM
|
||||
2024-09-17,72.31,69.3,74.23,74.26,72.63,73.56,72.37,58.13,73.24,73.63,71.61,75.07,72.9,72.57,72.46,74.09,78.29,73.82,72.29,73.63,73.7,0.01,-0.02,0.02,72.03,75.09,72.29,75.07,TiDE,DilatedRNN,0.02,0.02,0.01,0.01,0.02,0.0,0.03,0.02,0.01,0.01,0.01,0.0,0.06,0.0,0.0,0.01,0.06,0.02,0.21,73.63,TCN
|
||||
2024-09-18,72.37,70.85,75.23,73.76,73.34,73.9,74.02,58.13,74.13,73.97,72.07,76.38,73.22,73.58,73.21,74.43,78.1,75.57,73.08,71.82,73.65,-0.0,-0.02,0.02,71.99,75.03,72.07,74.43,BiTCN,TFT,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.02,0.01,0.02,0.04,0.0,0.03,0.0,0.06,0.04,0.21,73.58,DLinear
|
||||
2024-09-19,73.86,72.69,75.09,74.79,73.71,74.36,73.76,58.13,74.08,74.1,72.14,76.35,75.52,73.5,73.67,73.65,77.91,77.16,73.42,74.3,74.88,0.02,-0.02,0.02,73.19,76.29,73.42,75.52,TiDE,MLP,0.02,0.02,0.01,0.02,0.01,0.01,0.04,0.02,0.02,0.0,0.01,0.01,0.03,0.01,0.03,0.0,0.04,0.02,0.22,74.79,iTransformer
|
||||
2024-09-20,74.29,73.76,76.5,75.13,74.69,74.9,74.59,58.13,75.29,74.62,73.77,77.65,74.4,74.07,74.56,74.78,77.73,77.99,74.79,75.24,74.49,-0.01,-0.02,0.02,72.81,75.89,73.76,75.29,Informer,GRU,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.03,0.0,0.01,0.01,0.0,0.05,0.01,0.04,0.04,0.22,74.56,NLinear
|
||||
2024-09-23,72.93,71.4,75.98,74.74,74.78,75.37,74.34,58.13,74.93,74.59,73.97,77.48,73.8,74.66,74.3,74.69,77.57,77.05,74.54,73.45,73.21,-0.02,-0.02,0.02,71.56,74.45,73.45,74.34,DeepNPTS,PatchTST,0.01,0.02,0.02,0.02,0.02,0.03,0.01,0.02,0.02,0.04,0.01,0.0,0.02,0.02,0.05,0.02,0.06,0.06,0.21,73.45,DeepNPTS
|
||||
2024-09-24,72.28,72.6,74.52,74.1,74.01,75.31,73.19,58.13,73.78,74.18,73.6,75.98,72.49,74.37,73.43,73.86,77.43,75.5,73.61,73.29,74.47,0.02,-0.02,0.02,72.79,75.77,73.19,75.5,PatchTST,MLPMultivariate,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.0,0.03,0.02,0.03,0.0,0.01,0.01,0.04,0.02,0.22,74.52,LSTM
|
||||
2024-09-25,74.28,73.13,76.07,74.43,74.29,75.67,74.63,58.13,75.03,74.37,74.49,77.34,74.33,74.26,74.7,75.34,77.34,75.54,74.24,74.86,72.9,-0.02,-0.02,0.02,71.25,74.17,73.13,73.13,Informer,Informer,0.02,0.02,0.03,0.02,0.02,0.04,0.02,0.02,0.03,0.04,0.02,0.03,0.0,0.02,0.04,0.02,0.06,0.06,0.2,73.13,Informer
|
||||
2024-09-26,73.59,72.58,74.17,73.36,73.57,74.34,72.66,58.13,73.54,73.85,73.61,75.72,73.21,72.89,73.67,73.07,77.13,74.96,73.01,73.97,71.09,-0.02,-0.02,0.02,69.38,72.33,,,,,0.04,0.03,0.03,0.03,0.02,0.05,0.04,0.03,0.03,0.04,0.03,0.04,0.02,0.04,0.05,0.03,0.08,0.07,0.18,72.58,Informer
|
||||
2024-09-27,73.06,73.39,72.17,72.25,72.04,72.59,71.93,58.13,71.78,73.02,72.83,73.28,73.05,71.92,71.5,71.15,76.93,76.19,71.98,74.46,71.54,0.01,-0.02,0.02,69.82,72.78,71.15,72.59,TFT,TSMixerx,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.04,0.03,0.02,0.06,0.01,0.08,0.02,0.19,71.5,NLinear
|
||||
2024-09-30,73.48,72.99,72.85,72.62,71.94,72.61,71.38,58.13,72.26,72.85,72.48,73.73,72.94,71.62,71.73,71.46,76.82,77.63,71.56,74.2,71.7,0.0,-0.02,0.02,69.97,72.95,71.38,72.94,PatchTST,MLP,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.02,0.02,0.03,0.02,0.02,0.08,0.01,0.07,0.03,0.19,71.73,NLinear
|
||||
2024-10-01,72.31,72.77,73.01,73.16,72.0,72.18,71.53,58.13,72.39,72.78,72.44,74.02,72.23,72.11,71.88,71.53,76.72,76.0,71.93,72.8,73.56,0.03,-0.02,0.02,71.79,74.99,71.88,74.02,NLinear,DilatedRNN,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.03,0.01,0.02,0.01,0.01,0.01,0.03,0.01,0.04,0.01,0.21,73.16,iTransformer
|
||||
2024-10-02,74.69,72.38,75.15,73.88,73.4,73.89,73.44,58.13,74.1,73.36,73.24,76.17,74.19,71.95,73.61,73.56,76.65,77.14,73.38,72.67,73.9,0.0,-0.02,0.02,72.12,75.33,72.38,75.15,Informer,LSTM,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.03,0.0,0.02,0.0,0.02,0.02,0.01,0.04,0.0,0.04,0.03,0.21,73.89,TSMixerx
|
||||
2024-10-03,73.42,73.6,75.4,73.74,74.09,73.94,73.69,58.13,74.36,73.74,73.63,76.59,73.35,72.47,73.73,74.09,76.53,75.64,73.8,73.04,77.62,0.05,-0.02,0.02,75.75,79.24,76.53,76.59,StemGNN,DilatedRNN,0.05,0.05,0.04,0.05,0.05,0.05,0.05,0.07,0.05,0.03,0.06,0.06,0.05,0.05,0.03,0.05,0.01,0.01,0.25,76.59,DilatedRNN
|
||||
2024-10-04,76.2,76.15,79.33,76.2,76.58,77.09,77.59,58.13,77.73,75.52,76.16,80.28,75.87,76.36,77.14,74.93,76.48,78.66,77.23,76.0,78.05,0.01,-0.02,0.02,76.17,79.68,76.2,79.33,iTransformer,LSTM,0.01,0.01,0.0,0.02,0.01,0.01,0.02,0.02,0.04,0.02,0.03,0.03,0.02,0.03,0.01,0.02,0.02,0.03,0.26,77.73,GRU
|
||||
2024-10-07,76.87,76.4,79.55,76.32,77.73,78.31,77.78,58.13,78.06,76.12,77.31,80.98,77.41,76.35,78.13,76.24,76.43,77.92,77.83,76.72,80.93,0.04,-0.02,0.02,78.98,82.9,79.55,80.98,LSTM,DilatedRNN,0.03,0.04,0.04,0.04,0.04,0.03,0.04,0.06,0.06,0.02,0.04,0.05,0.06,0.06,0.04,0.06,0.06,0.0,0.28,80.98,DilatedRNN
|
||||
2024-10-08,78.97,77.61,82.07,78.25,79.8,81.06,79.67,58.13,80.59,77.82,78.95,83.76,79.91,79.72,80.54,76.91,76.37,79.75,80.4,78.5,77.18,-0.05,-0.02,0.02,75.26,79.06,76.37,78.95,StemGNN,BiTCN,0.04,0.04,0.04,0.03,0.03,0.05,0.02,0.03,0.0,0.06,0.04,0.02,0.01,0.01,0.03,0.01,0.01,0.09,0.25,76.91,TFT
|
||||
2024-10-09,76.71,76.67,78.46,76.33,78.15,78.31,76.89,58.13,77.39,77.15,77.42,80.54,76.75,77.71,77.49,76.47,76.25,77.65,77.74,77.09,76.58,-0.01,-0.02,0.02,74.67,78.45,76.25,78.31,StemGNN,TSMixerx,0.01,0.02,0.01,0.02,0.0,0.02,0.01,0.01,0.0,0.02,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.05,0.24,76.67,Informer
|
||||
2024-10-10,74.71,75.87,78.09,75.63,76.95,77.54,76.65,58.13,77.17,76.72,76.6,79.78,76.4,76.52,76.86,76.52,76.15,77.29,76.88,76.3,79.4,0.04,-0.02,0.03,77.42,81.47,77.54,79.78,TSMixerx,DilatedRNN,0.03,0.03,0.03,0.03,0.03,0.02,0.04,0.04,0.04,0.02,0.04,0.04,0.04,0.03,0.03,0.05,0.04,0.0,0.27,79.78,DilatedRNN
|
||||
2024-10-11,78.1,78.02,80.83,76.64,78.73,80.42,79.59,58.13,79.65,77.49,79.02,82.63,78.76,79.2,79.45,78.02,76.08,79.11,79.0,79.38,79.04,-0.0,-0.02,0.03,77.14,81.1,77.49,80.83,TCN,LSTM,0.01,0.0,0.01,0.0,0.01,0.02,0.0,0.0,0.01,0.02,0.0,0.0,0.01,0.02,0.0,0.03,0.04,0.05,0.26,79.02,BiTCN
|
||||
2024-10-14,79.31,78.45,80.38,77.33,79.12,80.61,79.92,58.13,79.25,77.22,79.24,82.59,80.09,78.34,79.16,78.15,76.06,79.25,79.23,79.04,77.46,-0.02,-0.02,0.03,75.59,79.48,76.06,79.25,StemGNN,MLPMultivariate,0.02,0.02,0.02,0.02,0.03,0.04,0.02,0.01,0.01,0.04,0.03,0.02,0.01,0.0,0.02,0.0,0.02,0.07,0.25,77.33,iTransformer
|
||||
2024-10-15,79.06,78.45,78.88,76.58,77.99,79.68,77.9,58.13,77.91,76.95,78.16,80.93,78.44,78.17,77.41,77.17,76.05,78.77,78.08,77.44,74.25,-0.04,-0.02,0.03,72.4,76.19,76.05,76.05,StemGNN,StemGNN,0.04,0.05,0.05,0.05,0.05,0.07,0.05,0.05,0.04,0.06,0.06,0.04,0.06,0.04,0.06,0.03,0.02,0.09,0.22,76.05,StemGNN
|
||||
2024-10-16,76.9,76.2,75.49,74.08,75.5,75.63,74.25,58.13,75.15,75.86,74.33,77.56,74.45,76.55,74.97,74.94,75.97,76.42,74.96,74.4,74.22,-0.0,-0.02,0.03,72.37,76.16,74.08,75.97,iTransformer,StemGNN,0.01,0.01,0.01,0.02,0.0,0.02,0.0,0.03,0.01,0.02,0.0,0.0,0.03,0.02,0.03,0.0,0.02,0.04,0.22,74.25,PatchTST
|
||||
2024-10-17,75.88,75.2,75.71,74.01,74.41,75.85,74.99,58.13,75.18,75.21,73.83,77.35,75.29,74.89,75.46,75.62,75.93,76.84,74.82,75.08,74.45,0.0,-0.02,0.03,72.6,76.39,73.83,75.93,BiTCN,StemGNN,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.01,0.02,0.02,0.01,0.01,0.01,0.01,0.03,0.01,0.02,0.04,0.22,74.41,TSMixer
|
||||
2024-10-18,74.78,74.61,75.99,73.8,74.54,74.62,73.98,58.13,75.33,74.89,73.79,77.62,74.02,74.37,74.7,75.79,75.85,75.82,74.45,75.27,73.06,-0.02,-0.02,0.03,71.24,74.97,73.79,74.89,BiTCN,TCN,0.02,0.02,0.03,0.02,0.01,0.02,0.01,0.02,0.04,0.04,0.01,0.03,0.02,0.03,0.04,0.01,0.04,0.06,0.2,73.79,BiTCN
|
||||
2024-10-21,72.49,73.03,74.36,73.46,73.74,72.77,72.76,58.13,73.89,74.32,73.25,75.99,71.82,73.15,72.94,73.13,75.71,74.18,73.58,74.09,74.29,0.02,-0.02,0.03,72.44,76.23,72.76,75.99,PatchTST,DilatedRNN,0.02,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.0,0.03,0.0,0.02,0.0,0.0,0.01,0.02,0.02,0.22,74.32,TCN
|
||||
2024-10-22,74.15,73.57,75.89,73.65,74.34,74.25,74.57,58.13,75.01,74.71,74.22,77.13,74.49,73.9,74.01,74.77,75.51,74.88,74.53,72.37,76.04,0.02,-0.02,0.03,74.15,78.02,74.22,77.13,BiTCN,DilatedRNN,0.03,0.02,0.01,0.02,0.02,0.02,0.02,0.03,0.02,0.0,0.02,0.05,0.03,0.02,0.02,0.03,0.01,0.01,0.24,75.89,LSTM
|
||||
2024-10-23,75.88,75.88,77.72,74.66,75.59,75.3,77.22,58.13,76.56,75.32,75.88,79.01,76.48,75.48,76.09,74.52,75.43,76.53,76.3,73.64,74.96,-0.01,-0.02,0.02,73.09,76.79,73.64,76.56,DeepNPTS,GRU,0.02,0.02,0.02,0.01,0.03,0.0,0.01,0.01,0.01,0.04,0.02,0.02,0.01,0.0,0.02,0.0,0.01,0.05,0.22,74.66,iTransformer
|
||||
2024-10-24,74.96,75.25,76.42,74.62,74.98,74.94,76.08,58.13,75.5,75.34,75.14,77.97,75.6,74.74,76.03,73.72,75.35,76.01,75.39,74.67,74.03,-0.01,-0.02,0.02,72.19,75.84,73.72,75.6,TFT,MLP,0.03,0.02,0.02,0.01,0.03,0.01,0.02,0.01,0.0,0.03,0.02,0.01,0.02,0.02,0.03,0.01,0.02,0.05,0.21,73.72,TFT
|
||||
2024-10-25,75.13,75.94,75.42,74.55,74.32,73.34,74.03,58.13,74.65,75.04,73.83,76.84,73.35,74.23,74.21,75.43,75.2,75.26,74.22,73.04,75.63,0.02,-0.02,0.02,73.81,77.48,73.83,76.84,BiTCN,DilatedRNN,0.02,0.02,0.01,0.02,0.02,0.03,0.02,0.02,0.0,0.0,0.03,0.03,0.0,0.01,0.0,0.01,0.01,0.02,0.23,75.43,TFT
|
||||
2024-10-28,71.62,77.71,77.28,75.05,75.06,74.77,75.24,58.13,76.2,75.4,75.54,78.61,74.3,75.61,75.36,75.33,75.16,75.54,75.05,75.58,71.0,-0.06,-0.02,0.02,69.23,72.73,,,,,0.06,0.06,0.07,0.06,0.06,0.05,0.06,0.06,0.06,0.09,0.05,0.06,0.09,0.06,0.06,0.06,0.06,0.11,0.18,74.3,MLP
|
||||
2024-10-29,71.5,72.21,71.82,72.52,72.63,71.87,72.27,58.13,71.71,74.06,72.45,73.54,73.04,73.55,71.15,72.22,74.99,74.05,71.91,74.4,70.73,-0.0,-0.02,0.02,68.97,72.46,71.15,72.45,NLinear,BiTCN,0.01,0.02,0.01,0.03,0.02,0.02,0.02,0.04,0.02,0.02,0.03,0.05,0.02,0.05,0.05,0.03,0.06,0.04,0.18,71.15,NLinear
|
||||
2024-10-30,72.69,70.99,71.9,70.13,71.65,71.63,72.57,58.13,71.52,73.37,72.16,72.72,73.33,72.76,70.98,72.35,74.93,74.03,71.81,73.31,72.16,0.02,-0.02,0.02,70.36,73.88,70.98,73.37,NLinear,TCN,0.02,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.02,0.02,0.02,0.02,0.03,0.03,0.04,0.01,0.19,72.16,BiTCN
|
||||
2024-10-31,71.18,73.44,73.6,70.27,72.54,72.95,72.82,58.13,72.92,73.34,72.46,74.67,72.59,72.52,72.75,73.49,74.92,73.85,72.35,73.46,72.81,0.01,-0.02,0.02,71.0,74.54,72.35,73.85,TiDE,MLPMultivariate,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.03,0.03,0.2,72.82,PatchTST
|
||||
2024-11-01,73.54,72.87,74.27,71.74,73.1,73.62,72.87,58.13,73.46,73.38,73.03,75.53,74.44,72.57,72.94,73.78,74.93,73.84,73.61,74.47,73.1,0.0,-0.02,0.02,71.28,74.84,71.74,74.47,iTransformer,DeepNPTS,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.02,0.02,0.02,0.0,0.0,0.01,0.02,0.02,0.03,0.2,73.1,TSMixer
|
||||
2024-11-04,74.22,74.52,74.55,71.74,73.14,72.77,72.7,58.13,73.66,73.51,73.18,75.77,74.52,73.67,73.4,73.67,74.96,74.09,73.28,75.28,75.08,0.03,-0.02,0.02,73.21,76.87,73.28,75.77,TiDE,DilatedRNN,0.02,0.02,0.02,0.03,0.03,0.03,0.03,0.02,0.02,0.01,0.01,0.0,0.01,0.02,0.01,0.04,0.0,0.01,0.23,74.96,StemGNN
|
||||
2024-11-05,75.55,74.99,76.76,72.82,74.3,74.47,74.39,58.13,75.52,74.38,74.15,77.92,74.81,76.0,75.23,75.57,75.04,74.85,74.43,74.61,75.53,0.01,-0.02,0.02,73.65,77.33,74.15,76.76,BiTCN,LSTM,0.0,0.01,0.0,0.02,0.02,0.01,0.02,0.01,0.0,0.02,0.01,0.01,0.01,0.02,0.01,0.04,0.01,0.03,0.23,75.52,GRU
|
||||
2024-11-06,76.13,77.01,77.11,73.78,74.96,75.09,76.2,58.13,75.91,74.79,75.04,78.5,76.54,75.46,76.07,74.5,75.16,76.3,75.39,75.78,74.92,-0.01,-0.02,0.02,73.05,76.7,73.78,76.54,iTransformer,MLP,0.02,0.01,0.01,0.0,0.02,0.0,0.0,0.01,0.01,0.03,0.02,0.01,0.03,0.0,0.02,0.02,0.0,0.05,0.22,74.96,TSMixer
|
||||
2024-11-07,75.9,75.76,76.41,73.97,74.71,73.49,75.56,58.13,75.36,74.92,74.68,77.79,76.37,73.87,74.29,74.53,75.24,76.68,74.6,74.44,75.63,0.01,-0.02,0.02,73.75,77.43,73.87,76.68,DLinear,MLPMultivariate,0.02,0.01,0.0,0.01,0.0,0.03,0.01,0.02,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.02,0.01,0.03,0.23,75.56,PatchTST
|
||||
2024-11-08,75.25,76.7,77.22,74.68,75.08,75.73,75.4,58.13,76.1,75.33,75.19,78.53,76.97,75.76,75.07,73.75,75.32,77.58,75.48,74.92,73.87,-0.02,-0.02,0.02,72.03,75.63,73.75,75.48,TFT,TiDE,0.02,0.02,0.03,0.02,0.02,0.03,0.02,0.03,0.0,0.05,0.04,0.01,0.04,0.02,0.05,0.01,0.02,0.06,0.21,73.75,TFT
|
||||
2024-11-11,74.35,73.32,75.19,74.84,74.69,73.74,73.29,58.13,74.45,74.87,73.94,76.84,74.36,73.69,74.2,74.22,75.36,76.12,74.47,74.22,71.83,-0.03,-0.03,0.02,70.03,73.54,73.29,73.32,PatchTST,Informer,0.03,0.04,0.04,0.04,0.02,0.03,0.03,0.03,0.03,0.05,0.04,0.03,0.02,0.04,0.06,0.04,0.05,0.07,0.19,73.29,PatchTST
|
||||
2024-11-12,73.28,72.56,72.95,72.89,72.78,71.76,72.51,58.13,72.59,73.97,72.26,74.21,74.06,72.82,72.05,72.79,75.35,74.5,72.75,73.62,71.89,0.0,-0.03,0.02,70.09,73.6,71.76,72.95,TSMixerx,LSTM,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.03,0.04,0.01,0.05,0.03,0.19,71.76,TSMixerx
|
||||
2024-11-13,73.52,73.04,73.09,72.88,72.61,70.67,72.08,58.71,73.06,73.84,72.25,74.62,73.97,72.76,72.38,73.73,75.25,74.6,72.11,73.56,72.28,0.01,-0.03,0.02,70.47,74.0,70.67,73.97,TSMixerx,MLP,0.0,0.0,0.01,0.0,0.0,0.02,0.0,0.01,0.02,0.01,0.02,0.02,0.01,0.02,0.03,0.01,0.04,0.03,0.19,72.25,BiTCN
|
||||
2024-11-14,74.27,71.94,73.03,73.15,72.56,71.53,74.24,57.48,72.96,74.12,72.0,74.74,74.53,72.1,71.07,74.33,75.95,75.16,71.87,74.05,72.56,0.0,-0.03,0.02,70.74,74.29,71.07,74.24,NLinear,PatchTST,0.02,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.02,0.01,0.03,0.02,0.01,0.02,0.04,0.01,0.05,0.03,0.21,72.56,TSMixer
|
||||
2024-11-15,74.09,71.95,73.23,72.99,72.74,71.25,74.29,60.04,73.06,73.95,71.82,74.91,74.62,73.0,71.94,74.64,75.57,74.29,71.75,74.21,71.04,-0.02,-0.03,0.02,69.26,72.73,71.25,71.95,TSMixerx,Informer,0.01,0.01,0.03,0.02,0.05,0.0,0.01,0.03,0.05,0.03,0.05,0.04,0.01,0.04,0.05,0.03,0.06,0.05,0.15,71.25,TSMixerx
|
||||
2024-11-18,71.69,71.97,73.24,73.3,72.74,71.29,72.43,58.08,73.39,73.92,71.68,74.8,71.75,72.77,73.58,74.81,75.58,73.32,71.79,75.22,73.3,0.03,-0.03,0.02,71.46,75.04,71.68,74.81,BiTCN,TFT,0.0,0.02,0.0,0.01,0.01,0.03,0.02,0.01,0.02,0.0,0.02,0.03,0.02,0.01,0.0,0.0,0.03,0.02,0.21,73.3,iTransformer
|
||||
2024-11-19,72.14,74.52,74.75,74.21,73.09,75.37,73.71,60.01,73.79,73.81,73.21,75.26,72.49,73.12,73.77,74.19,75.17,72.98,73.39,72.6,,,,,,,73.21,75.26,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
2024-11-20,73.06,74.6,74.77,74.35,73.34,75.78,74.26,60.59,74.08,74.0,73.37,75.57,72.19,72.98,74.2,74.92,75.06,73.34,73.8,73.2,,,,,,,73.37,75.57,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
2024-11-21,73.53,74.56,74.66,74.69,73.75,75.53,75.42,59.35,73.96,74.02,73.7,75.68,73.03,73.77,75.2,75.36,75.81,74.11,74.5,72.86,,,,,,,73.7,75.68,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
2024-11-22,74.3,74.59,74.84,74.49,73.87,76.1,75.41,61.94,74.07,73.84,73.99,75.85,73.61,74.12,74.65,75.63,75.41,74.62,74.92,73.25,,,,,,,73.99,75.85,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
2024-11-25,74.76,74.36,74.82,74.88,73.61,75.95,75.61,59.96,74.3,73.93,73.81,75.76,73.68,74.55,73.03,75.77,75.41,75.13,74.15,72.72,,,,,,,73.81,75.76,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
|
BIN
juxitingyuedudataset/jbsh_juxiting_yuedu.db
Normal file
BIN
juxitingyuedudataset/jbsh_juxiting_yuedu.db
Normal file
Binary file not shown.
506
juxitingyuedudataset/last_update_times.csv
Normal file
506
juxitingyuedudataset/last_update_times.csv
Normal file
@ -0,0 +1,506 @@
|
||||
feature,last_update_time,is_value,update_period,warning_date,stop_update_period
|
||||
美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值,2024-06-14,0,7.0,2024-06-29,25
|
||||
美国:炼油厂的投入与使用情况:开工率:当周值,2024-06-14,0,7.0,2024-06-29,25
|
||||
美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值,2024-06-14,0,7.0,2024-06-29,25
|
||||
美国:墨西哥湾沿岸:炼油厂的投入与使用情况:开工率:当周值,2024-06-14,0,7.0,2024-06-29,25
|
||||
美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值,2024-06-14,0,7.0,2024-06-29,25
|
||||
美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值,2024-06-14,0,7.0,2024-06-29,25
|
||||
EIA美国油品需求,2024-11-22,0,7.0,2024-12-07,2
|
||||
中国汽柴油表需,2024-11-29,0,7.0,2024-12-14,1
|
||||
中国航班执行数,2024-04-10,0,1.0,2024-04-13,237
|
||||
DOE-美国汽油产量超季节性/3年,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国汽油表需（周度）,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国汽油产量（周度）,2024-11-22,0,7.0,2024-12-07,2
|
||||
中国炼厂原油加工量-隆众,2024-11-29,0,7.0,2024-12-14,1
|
||||
中国独立炼厂原油加工量-隆众,2024-11-29,0,7.0,2024-12-14,1
|
||||
中国主营炼厂原油加工量-隆众,2024-11-29,1,7.0,2024-12-14,1
|
||||
原油加工量：独立+主营,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国汽油产量占比,2024-11-01,0,7.0,2024-11-16,5
|
||||
美国柴油产量占比,2024-11-01,0,7.0,2024-11-16,5
|
||||
美国油品表需,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国原油周度表需,2024-11-22,0,7.0,2024-12-07,2
|
||||
原油：山东独立炼厂：开工率：新口径（周）超季节性/3年,2024-11-29,0,7.0,2024-12-14,1
|
||||
主营原油加工量（千桶/日）,2024-11-29,1,7.0,2024-12-14,1
|
||||
美国汽油表需超季节性/4年,2024-11-22,0,7.0,2024-12-07,2
|
||||
中国独立炼厂原油加工量（千桶/日）,2024-11-29,0,7.0,2024-12-14,1
|
||||
PADD1原油投料输入量,2024-11-22,0,7.0,2024-12-07,2
|
||||
PADD2原油投料输入量,2024-11-22,0,7.0,2024-12-07,2
|
||||
PADD3原油投料输入量,2024-11-22,0,7.0,2024-12-07,2
|
||||
PADD4原油投料输入量,2024-11-22,0,7.0,2024-12-07,2
|
||||
PADD5原油投料输入量,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-美国汽油产量,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-柴油产量,2024-11-22,0,7.0,2024-12-07,2
|
||||
西北欧即期Brent 211利润,2018-10-24,0,1.0,2018-10-27,2232
|
||||
EIA美国柴油产量（千桶日）,2024-11-30,1,31.0,2025-02-01,1
|
||||
西北欧炼厂加工Brent原油CDU利润,2024-12-02,0,1.0,2024-12-05,1
|
||||
美墨湾炼厂加工WTI原油CDU利润,2024-12-02,0,1.0,2024-12-05,1
|
||||
新加坡炼厂加工Dubai原油CDU利润,2024-12-02,0,1.0,2024-12-05,1
|
||||
西北欧炼厂加工Brent原油CDU利润 M2,2024-12-02,0,1.0,2024-12-05,1
|
||||
美墨湾炼厂加工WTI原油CDU利润 M2,2024-12-02,0,1.0,2024-12-05,1
|
||||
新加坡炼厂加工Dubai原油CDU利润 M2,2024-12-02,0,1.0,2024-12-05,1
|
||||
西北欧炼厂加工Brent原油CDU利润 M1-M2,2024-12-02,0,1.0,2024-12-05,1
|
||||
西北欧炼厂加工Brent原油FCC利润,2024-12-02,0,1.0,2024-12-05,1
|
||||
美墨湾炼厂加工WTI原油HSK利润,2024-12-02,0,1.0,2024-12-05,1
|
||||
新加坡炼厂加工Dubai原油FCC利润,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国汽油单一利润,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c1-c2,2024-12-03,0,1.0,2024-12-06,0
|
||||
Brent-TI,2024-12-02,0,1.0,2024-12-05,1
|
||||
Dubai swap c1-c2,2024-12-02,0,1.0,2024-12-05,1
|
||||
Dubai swap c1-c3,2024-12-02,0,1.0,2024-12-05,1
|
||||
RBOB&HO近12月合约均价532裂解,2024-12-02,0,1.0,2024-12-05,1
|
||||
RBOB近12月合约均价裂解,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO近12月合约均价裂解,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO近12月合约均价,2024-12-02,0,1.0,2024-12-05,1
|
||||
RBOB近12月合约均价,2024-12-02,0,1.0,2024-12-05,1
|
||||
布油近12月合约均价,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent-SC价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC连2-连3月差,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC连1-连6,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC连1-连2,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC连1-连3月差,2024-12-03,0,1.0,2024-12-06,0
|
||||
HO连1-连6,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO连1-连3,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO连1-连2合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
RBOB连1-连2,2024-12-02,0,1.0,2024-12-05,1
|
||||
RBOB连1-连3,2024-12-02,0,1.0,2024-12-05,1
|
||||
RBOB连1-连6,2024-12-02,0,1.0,2024-12-05,1
|
||||
RBOB连2-连3月差,2024-12-02,0,1.0,2024-12-05,1
|
||||
Oman连2-连3月差,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent-Oman价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
DUBAI原油贴水,2024-12-02,0,1.0,2024-12-05,1
|
||||
阿曼原油贴水,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC内外价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI c1-c6,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI c1-c3,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI c1-c2,2024-12-03,0,1.0,2024-12-06,0
|
||||
Brent c1-c9,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent c1-c6,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent c1-c3,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent c1-c2,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent-WTI,2024-12-02,0,1.0,2024-12-05,1
|
||||
Dubai连1合约价格,2024-12-02,0,1.0,2024-12-05,1
|
||||
Dubai连1-连4月差,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国RBOB期货2309月份合约价格,2023-08-31,0,1.0,2023-09-03,460
|
||||
OMAN原油：中质：远期现货DES价：山东（日）,2024-12-02,0,1.0,2024-12-05,1
|
||||
PVM Dubai EFS/Swap vs ICE First Month Brent,2023-01-03,0,1.0,2023-01-06,700
|
||||
Ebob连1合约,2024-02-28,0,1.0,2024-03-02,279
|
||||
印度原油连1合约价格,2024-12-02,0,1.0,2024-12-05,1
|
||||
ICE轻柴油连4合约价格,2024-12-02,0,1.0,2024-12-05,1
|
||||
布伦特迪拜掉期 EFS,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI连1合约价格,2024-12-03,0,1.0,2024-12-06,0
|
||||
Brent连1合约价格,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC/ZC（活跃合约）,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent/迪拜原油升贴水,2022-11-16,0,1.0,2022-11-19,748
|
||||
WTI连24合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
BU-SC（活跃合约）,2024-12-02,0,1.0,2024-12-05,1
|
||||
W-B活跃合约价差,2022-01-31,0,1.0,2022-02-03,1037
|
||||
B-W活跃合约价差,2022-01-31,0,1.0,2022-02-03,1037
|
||||
WTI活跃合约,2024-12-03,0,1.0,2024-12-06,0
|
||||
y,2024-12-02,0,1.0,2024-12-05,1
|
||||
ICE Brent c14,2024-11-29,0,1.0,2024-12-02,4
|
||||
Dubai Swap c1,2024-12-02,0,1.0,2024-12-05,1
|
||||
NYMWX WTI c5,2024-12-02,0,1.0,2024-12-05,1
|
||||
INE SC c1,2024-12-03,0,1.0,2024-12-06,0
|
||||
Oman Swap c1,2024-12-02,0,1.0,2024-12-05,1
|
||||
DME Oman c1,2024-12-02,0,1.0,2024-12-05,1
|
||||
Murban Futures c1,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO连6合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO连5合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
ho连7合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO连8合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO连9合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO连10合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO连11合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO连12合约,2024-12-02,0,1.0,2024-12-05,1
|
||||
CFD W1,2024-12-02,0,1.0,2024-12-05,1
|
||||
CFD W6,2024-12-02,0,1.0,2024-12-05,1
|
||||
Oman c1 * 汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2-Oman c1*汇率,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c3-Oman c1*汇率,2024-12-03,0,1.0,2024-12-06,0
|
||||
INE SC主力合约价格,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC主力-Brent主力*汇率,2024-12-03,0,1.0,2024-12-06,0
|
||||
Brent主力*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c1日盘-Brent c1(15:00)*汇率,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c2日盘-Brent c1(15:00)*汇率,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c2日盘-Brent c2(15:00)*汇率,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC理论估值-Dubai原油,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c1夜盘-理论估值(Dubai),2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-理论估值(Dubai),2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c3夜盘-理论估值(Dubai),2024-12-02,0,1.0,2024-12-05,1
|
||||
DFL M1,2024-12-02,0,1.0,2024-12-05,1
|
||||
DFL M2,2024-12-02,0,1.0,2024-12-05,1
|
||||
CFD W1-Brent c1,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC主力-理论估值,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c1夜盘-Brent c1 (结算)*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-Brent c1 (结算)*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-Brent c2 (结算)*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2-c3 (夜盘),2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent c2-c3 (结算),2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI c2-c3,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent c2-c3,2024-12-02,0,1.0,2024-12-05,1
|
||||
SCc1夜盘收盘(日期调整),2024-12-02,0,1.0,2024-12-05,1
|
||||
SCc2夜盘收盘(日期调整),2024-12-02,0,1.0,2024-12-05,1
|
||||
SCc3夜盘收盘(日期调整),2024-12-02,0,1.0,2024-12-05,1
|
||||
SCc4夜盘收盘(日期调整),2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c1夜盘-Brent c1 (结算B)*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-Brent c1 (结算B)*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-Brent c2 (结算B)*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent c2-c3 (结算B),2024-11-28,0,1.0,2024-12-01,5
|
||||
WTI c2-c3 (结算B),2024-11-27,0,1.0,2024-11-30,6
|
||||
阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估),2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-阿曼入库湛江成本(Oman c1预估),2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c3夜盘-阿曼入库湛江成本(Oman c1预估),2024-12-02,0,1.0,2024-12-05,1
|
||||
EFS M1,2024-12-02,0,1.0,2024-12-05,1
|
||||
EFS M2,2024-12-02,0,1.0,2024-12-05,1
|
||||
EIA美国原油总库存（含SPR）,2024-11-22,0,7.0,2024-12-07,2
|
||||
EIA美国油品库存（含SPR）,2024-11-22,0,7.0,2024-12-07,2
|
||||
EIA美国汽柴航煤库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
库欣+PADD3库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国商业原油库存超季节性/4年,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年),2024-11-22,0,7.0,2024-12-07,2
|
||||
库欣原油库存超季节性/5年,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国商业原油库存超季节性/5年,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国成品车用汽油库存占比,2024-11-22,0,7.0,2024-12-07,2
|
||||
汽油库存差,2024-11-22,1,7.0,2024-12-07,2
|
||||
美国汽油调和组分库存（周度）,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国成品油库存超季节性/5年,2024-11-22,0,7.0,2024-12-07,2
|
||||
Kpler-海运在途原油,2024-08-20,0,1.0,2024-08-23,105
|
||||
全球原油库存（剔除富查伊拉）,2024-07-21,0,7.0,2024-08-05,20
|
||||
新加坡燃料油库存,2024-11-27,0,7.0,2024-12-12,1
|
||||
ARA原油及成品油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国汽油库销比,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国成品油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
原油：山东港口：库存：新口径（周）超季节性/3年,2024-05-24,0,7.0,2024-06-08,28
|
||||
美国取暖用油库存同差,2024-11-22,0,7.0,2024-12-07,2
|
||||
原油：港口库存：中国（周）,2023-08-04,0,7.0,2023-08-19,70
|
||||
原油：库容比：山东：独立炼厂（周）,2024-11-29,0,7.0,2024-12-14,1
|
||||
原油：山东独立炼厂：厂内库存：新口径（周）,2024-11-29,0,7.0,2024-12-14,1
|
||||
原油：山东港口：库存：新口径（周）,2024-05-24,0,7.0,2024-06-08,28
|
||||
SC期货库存10期滚动标准差,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC期货库存1000天百分位,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC仓单（百万桶）,2024-12-02,0,1.0,2024-12-05,1
|
||||
彭博全球海上在运原油,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国EIA原油成品油总库存（不含SPR）,2024-11-22,0,7.0,2024-12-07,2
|
||||
库欣原油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国商业原油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国战略储备原油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国PADD1原油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国PADD2原油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国PADD3原油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国PADD4原油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国PADD5原油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE RBOB Gasoline Total Stocks Data,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE CBOB Gasoline Total Stocks Data,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国原油成品油总库存（含SPR）,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国调和汽油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
ARA原油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国成品车用汽油库存,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国成品油库存超季节性/4年,2024-11-22,0,7.0,2024-12-07,2
|
||||
SC-Brent*汇率,2024-12-03,0,1.0,2024-12-06,0
|
||||
Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS),2024-12-02,0,1.0,2024-12-05,1
|
||||
RBOB+HO平均,2024-12-02,0,1.0,2024-12-05,1
|
||||
HO12合约算术平均,2024-12-02,0,1.0,2024-12-05,1
|
||||
RBOB12合约算术平均,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI-LLS价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
DFL(Dated-主力布伦特）,2024-11-29,0,1.0,2024-12-02,4
|
||||
DFL(即期布伦特-布伦特期货C1）,2024-11-29,0,1.0,2024-12-02,4
|
||||
Brent现货价格-Brent连4,2024-11-29,0,1.0,2024-12-02,4
|
||||
Brent现货价格-Brent连3,2024-11-29,0,1.0,2024-12-02,4
|
||||
布伦特现货价格-Brent连2,2024-11-29,0,1.0,2024-12-02,4
|
||||
Brent 连2-连3超季节性/3年,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连2-WTI连2超季节性/3年,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连3-WTI连2超季节性/3年,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连4-WTI连4,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连4-WTI连3,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连4-WTI连2,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连4-WTI连1,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连3-WTI连4,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连3-WT连3,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连3-WTI连2,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连3-WTI连1,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连2-WTI连4,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连2-WTI连3,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连2-WTI连2,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连2-WTI连1,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连1-WTI连4,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连1-WTI连3,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连1-WTI连2,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国汽油裂解价差超季节性/3年,2024-11-27,0,1.0,2024-11-30,6
|
||||
LLS-Brent价差,2024-11-27,0,1.0,2024-11-30,6
|
||||
Brent-LLS价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
Forties - Brent c1,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI 3:2:1裂解价差超季节性/5年,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC C1-C2月差,2024-12-03,0,1.0,2024-12-06,0
|
||||
Dubai FOB M1-M2,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI原油Cushing-C1,2024-11-27,0,1.0,2024-11-30,6
|
||||
Brent连1-连4,2024-12-02,0,1.0,2024-12-05,1
|
||||
新加坡汽油裂解价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
DFL,2024-11-29,0,1.0,2024-12-02,4
|
||||
Dubai 连2-连3,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI 连2-连3月差,2024-12-03,0,1.0,2024-12-06,0
|
||||
Brent 连2-连3,2024-12-02,0,1.0,2024-12-05,1
|
||||
Dubai-WTI价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI连1-连2月差,2024-12-03,0,1.0,2024-12-06,0
|
||||
Brent连6-连12,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连1-连9月差,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连1-连6月差,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent连1-连2月差,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI连1-连4,2024-12-02,0,1.0,2024-12-05,1
|
||||
BrentC1-C2,2024-12-02,0,1.0,2024-12-05,1
|
||||
B-W价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
欧洲Brent成品油裂解价差（领先一周）,2024-12-03,0,1.0,2024-12-06,0
|
||||
马瑞原油：现货价：山东（日）,2024-11-29,0,1.0,2024-12-02,4
|
||||
沙特中质OSP（日度）,2024-12-03,0,1.0,2024-12-06,0
|
||||
沙轻欧洲OSP（日度）,2024-12-03,0,1.0,2024-12-06,0
|
||||
美国MEH轻原油现货价格（美湾）,2024-11-27,0,1.0,2024-11-30,6
|
||||
马瑞原油：重质：DES价：委内瑞拉（日）,2024-11-29,0,1.0,2024-12-02,4
|
||||
巴重FOB出口亚洲现货价格,2024-12-02,0,1.0,2024-12-05,1
|
||||
Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度）,2024-12-03,0,1.0,2024-12-06,0
|
||||
沙轻OSP（日度）,2024-12-03,0,1.0,2024-12-06,0
|
||||
Brent油价30日动能,2024-12-02,0,1.0,2024-12-05,1
|
||||
沙特轻质日度osp,2024-12-03,0,1.0,2024-12-06,0
|
||||
巴轻OSP（日度）,2024-12-02,1,1.0,2024-12-05,1
|
||||
美湾低硫柴油现货价格,2024-11-27,0,1.0,2024-11-30,6
|
||||
Midland原油现货价格,2024-11-27,0,1.0,2024-11-30,6
|
||||
欧洲柴油现货价格,2024-11-29,0,1.0,2024-12-02,4
|
||||
WTI原油现货价格Cushing,2024-11-27,0,1.0,2024-11-30,6
|
||||
Brent原油现货价格,2024-11-29,0,1.0,2024-12-02,4
|
||||
LLS原油现货价格,2024-11-27,0,1.0,2024-11-30,6
|
||||
美国墨西哥湾87#汽油现货价格,2024-01-31,0,1.0,2024-02-03,307
|
||||
美国MARS原油现货价格,2024-11-27,0,1.0,2024-11-30,6
|
||||
国内马瑞与SC比价,2024-11-29,0,1.0,2024-12-02,4
|
||||
美湾WTI211裂解价差,2024-11-28,0,1.0,2024-12-01,5
|
||||
Asia Tapis 211 裂解价差,2024-11-29,0,1.0,2024-12-02,4
|
||||
迪拜原油211裂解价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
丙烷CFR华南/布伦特原油比价,2024-11-29,0,1.0,2024-12-02,4
|
||||
欧洲Brent成品油裂解价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国汽油裂解价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国取暖油裂解价差,2024-12-03,0,1.0,2024-12-06,0
|
||||
Dubai连3合约价格,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI 3:2:1裂解价差,2024-12-02,0,1.0,2024-12-05,1
|
||||
新加坡汽油裂解,2024-12-02,0,1.0,2024-12-05,1
|
||||
欧洲汽油裂解,2024-11-21,0,1.0,2024-11-24,12
|
||||
欧洲柴油裂解,2024-12-02,0,1.0,2024-12-05,1
|
||||
CFTC Crude Oil Furtures,2024-11-26,1,7.0,2024-12-11,1
|
||||
WTIC1-C2,2024-12-03,0,1.0,2024-12-06,0
|
||||
Dubai FOB M1,2024-12-02,0,1.0,2024-12-05,1
|
||||
Dubai FOB M2,2024-12-02,0,1.0,2024-12-05,1
|
||||
Dubai FOB M3,2024-12-02,0,1.0,2024-12-05,1
|
||||
Oman FOB M1,2024-12-02,0,1.0,2024-12-05,1
|
||||
Forties - Dated Brent,2024-12-02,0,1.0,2024-12-05,1
|
||||
Forties FOB,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国柴油零售价格,2024-11-25,0,7.0,2024-12-10,2
|
||||
美国车用汽油零售价格,2024-11-25,0,7.0,2024-12-10,2
|
||||
新加坡航煤裂解,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国MARS贴水（WTI）,2024-11-29,0,1.0,2024-12-02,4
|
||||
美国取暖油HOC5,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国取暖油HOC6,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国取暖油HOC7,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国取暖油HOC8,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国取暖油HOC4,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国取暖油HOC9,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国取暖油HOC10,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国取暖油HOC11,2024-12-02,0,1.0,2024-12-05,1
|
||||
美国取暖油HOC12,2024-12-02,0,1.0,2024-12-05,1
|
||||
Dubai swap c3,2024-12-02,0,1.0,2024-12-05,1
|
||||
Dubai swap c2,2024-12-03,0,1.0,2024-12-06,0
|
||||
阿曼原油 (湛江交割) 到岸入罐成本,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c3-阿曼到岸入罐成本,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c5 -估值,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC主力-阿曼入库成本,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c1-阿曼入库成本,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c1 夜盘收盘价,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c2夜盘收盘价,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c3夜盘收盘价,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c4夜盘收盘价,2024-12-03,0,1.0,2024-12-06,0
|
||||
SC c1 夜盘收盘价滞后1天,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘收盘价滞后1天,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c3夜盘收盘价滞后1天,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c4夜盘收盘价滞后1天,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c1夜盘-Brent c1*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-Brent c1*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-Brent c2*汇率,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c1-SC c2 (夜盘),2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c1-SC c2 (夜盘)滞后1天,2024-12-01,0,1.0,2024-12-04,2
|
||||
中东原油强弱程度-巴中,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC理论估值-巴中,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-理论估值(巴中),2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c3夜盘-理论估值(巴中),2024-12-02,0,1.0,2024-12-05,1
|
||||
阿曼原油 (湛江交割) 到岸入库成本,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c2夜盘-阿曼入库湛江成本,2024-12-02,0,1.0,2024-12-05,1
|
||||
SC c3夜盘-阿曼入库湛江成本,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent c2 - WTI c1,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent12期合约均价,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI 近12月合约均价,2024-12-02,0,1.0,2024-12-05,1
|
||||
B-W价差（均价）,2024-12-02,0,1.0,2024-12-05,1
|
||||
Brent c1 02:30收盘价滞后1天,2024-11-27,0,1.0,2024-11-30,6
|
||||
Brent c2 02:30收盘价滞后1天,2024-11-27,0,1.0,2024-11-30,6
|
||||
EFS c1 02:30收盘价滞后1天,2024-11-27,0,1.0,2024-11-30,6
|
||||
EFS c2 02:30收盘价滞后1天,2024-11-27,0,1.0,2024-11-30,6
|
||||
WTI连1-连6月差,2024-12-02,0,1.0,2024-12-05,1
|
||||
WTI连2-连3月差,2024-12-02,0,1.0,2024-12-05,1
|
||||
SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整),2024-12-02,0,1.0,2024-12-05,1
|
||||
美国汽油净进口（周度）,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国炼厂产能利用率同差,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国炼厂产能利用率超季节性/5年,2024-11-22,0,7.0,2024-12-07,2
|
||||
原油：主营炼厂：加工量：中国（周）,2024-11-29,1,7.0,2024-12-14,1
|
||||
原油：开工率：东北地区：独立炼厂（周）,2023-03-31,0,7.0,2023-04-15,88
|
||||
原油：常减压：产能利用率：山东：独立炼厂（周）,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国原油活跃钻机数同差,2024-11-29,0,7.0,2024-12-14,1
|
||||
原油加工量/主营+独立,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国炼厂原油输入量超季节性/3年,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国总钻机数,2024-11-27,0,7.0,2024-12-12,1
|
||||
原油：独立炼厂：加工量：中国（周）,2024-11-29,0,7.0,2024-12-14,1
|
||||
原油：常减压：独立炼厂：产能利用率：中国（周）,2024-11-22,0,7.0,2024-12-07,2
|
||||
彭博全球海上浮仓+在运原油,2024-11-29,0,7.0,2024-12-14,1
|
||||
原油：山东独立炼厂：开工率：新口径（周）,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国炼厂可用产能,2024-11-22,1,7.0,2024-12-07,2
|
||||
美国原油周度调整项,2024-11-22,0,7.0,2024-12-07,2
|
||||
中国32家地炼开工率,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国原油和天然气钻机总数,2024-11-29,0,7.0,2024-12-14,1
|
||||
彭博美国墨西哥湾海上浮仓,2024-11-29,0,7.0,2024-12-14,1
|
||||
ArkomaWoodford活跃钻机数,2024-11-29,1,7.0,2024-12-14,1
|
||||
CanaWoodford活跃钻机数,2024-11-29,0,7.0,2024-12-14,1
|
||||
DJ-Niobrara活跃钻机数,2024-11-29,1,7.0,2024-12-14,1
|
||||
GraniteWash活跃钻机数,2024-11-29,0,7.0,2024-12-14,1
|
||||
Haynesville活跃钻机数,2024-11-29,0,7.0,2024-12-14,1
|
||||
Utica活跃钻机数,2024-11-29,1,7.0,2024-12-14,1
|
||||
加拿大原油活跃钻机数,2024-11-29,0,7.0,2024-12-14,1
|
||||
Permian盆地钻机数,2024-11-29,1,7.0,2024-12-14,1
|
||||
EagleFord钻机数,2024-11-29,1,7.0,2024-12-14,1
|
||||
Williston盆地钻机数,2024-11-29,1,7.0,2024-12-14,1
|
||||
Marcellus钻机数,2024-11-29,1,7.0,2024-12-14,1
|
||||
ArkmoreWoodford钻机数,2024-11-29,0,7.0,2024-12-14,1
|
||||
全球海上浮仓,2024-11-29,0,7.0,2024-12-14,1
|
||||
彭博西非海上浮仓,2024-11-29,0,7.0,2024-12-14,1
|
||||
彭博亚洲海上浮仓,2024-11-29,0,7.0,2024-12-14,1
|
||||
彭博欧洲海上浮仓,2024-11-29,0,7.0,2024-12-14,1
|
||||
彭博北海海上浮仓,2024-11-29,0,7.0,2024-12-14,1
|
||||
彭博中东海上浮仓,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国墨西哥湾原油钻机数,2024-09-27,0,7.0,2024-10-12,10
|
||||
美国陆上水域钻机数,2024-11-29,1,7.0,2024-12-14,1
|
||||
美国海上钻机数,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国陆上钻机数,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国炼厂原油输入量,2024-11-22,0,7.0,2024-12-07,2
|
||||
FracSpread完井数,2024-11-28,0,7.0,2024-12-13,1
|
||||
美国国内周度原油产量,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国原油活跃钻机数,2024-11-29,0,7.0,2024-12-14,1
|
||||
美国炼厂产能利用率,2024-11-22,0,7.0,2024-12-07,2
|
||||
EIA周度NGL产量,2024-11-22,0,7.0,2024-12-07,2
|
||||
原油：加工量：中国（周）,2024-11-29,0,7.0,2024-12-14,1
|
||||
US Oil & Gas Exploration & Drilling Frac Spread Count,2024-11-28,0,7.0,2024-12-13,1
|
||||
Lower48原油产量,2024-11-22,0,7.0,2024-12-07,2
|
||||
EIA美国航煤净出口,2024-11-22,0,7.0,2024-12-07,2
|
||||
EIA美国柴油净出口,2024-11-22,0,7.0,2024-12-07,2
|
||||
EIA美国汽油净出口,2024-11-22,0,7.0,2024-12-07,2
|
||||
EIA美国原油净出口,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-航煤净进口,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-美国汽油净进口,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-美国馏分燃料油净进口,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国原油周度净进口,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国原油总出口,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国原油进口（除SPR）,2024-11-22,0,7.0,2024-12-07,2
|
||||
美国原油总进口（含SPR）,2024-11-22,0,7.0,2024-12-07,2
|
||||
VLCC:中东-中国,2024-11-29,0,1.0,2024-12-02,4
|
||||
Suezmax：阿拉伯海湾-地中海,2024-11-29,0,1.0,2024-12-02,4
|
||||
DOE-美国汽油进口,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-美国汽油出口,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-馏分燃料油进口,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-美国馏分燃料油出口,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-航煤进口,2024-11-22,0,7.0,2024-12-07,2
|
||||
DOE-航煤出口,2024-11-22,0,7.0,2024-12-07,2
|
||||
Kpler-美国原油净进口（周度）,2024-08-25,0,7.0,2024-09-09,15
|
||||
西非-安哥拉周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
北非-苏丹周度原油海运出口,2024-11-17,1,7.0,2024-12-02,3
|
||||
文莱周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
DoC周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
OPEC减产国周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
OPEC豁免国周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
拉美-墨西哥周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中美-巴拿马周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
南美-厄瓜多尔周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中东-沙特周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中西非-加蓬周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
北非-利比亚周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
马来西亚周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
FSU-阿塞拜疆周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
南美-多巴哥岛周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中东-科威特周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中东-也门周度原油海运出口,2023-08-27,0,21.0,2023-10-09,23
|
||||
中西非-喀麦隆周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
北非-阿尔及利亚周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
Non-OPEC DoC周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
北美-加拿大周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
南美-巴西周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中东-巴林周度原油海运出口,2024-04-28,0,7.0,2024-05-13,32
|
||||
挪威周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
FSU-哈萨克斯坦周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
北美-美国周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
南美-哥伦比亚周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中东-卡塔尔周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中西非-刚果布周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
北非-埃及周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
印度尼西亚周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
西非-尼日利亚周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
FSU-土库曼斯坦周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
南美-委内瑞拉周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
西非-几内亚周度原油海运出口,2024-11-24,1,7.0,2024-12-09,2
|
||||
澳大利亚周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
FSU-俄罗斯周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中东-伊朗周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中东-阿曼周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
西非-加纳周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
英国周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
OPEC周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
南美-圭亚那周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
南美-阿根廷周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中东-伊拉克周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中东-阿联酋周度原油海运出口,2024-11-24,0,7.0,2024-12-09,2
|
||||
以色列周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
缅甸周度原油海运进口,2024-11-17,1,7.0,2024-12-02,3
|
||||
德国周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
澳大利亚周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
马来西亚周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
巴基斯坦周度原油海运进口,2024-11-17,1,7.0,2024-12-02,3
|
||||
土耳其周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
南非周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中国台湾周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
英国周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
立陶宛周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
埃及周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
韩国周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
越南周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
巴拿马周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
巴西周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
葡萄牙周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
阿联酋周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
印度周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
智利周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
意大利周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
荷兰周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
芬兰周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
罗马尼亚周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
新加坡周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
泰国周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
法国周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
印度尼西亚周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
美国周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
波兰周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
中国周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
加拿大周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
西班牙周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
希腊周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
瑞典周度原油海运进口,2024-11-24,0,7.0,2024-12-09,2
|
||||
莱茵河水位,2024-12-02,0,1.0,2024-12-05,1
|
||||
ovx index,2024-12-02,0,1.0,2024-12-05,1
|
||||
dxy curncy,2024-12-02,0,1.0,2024-12-05,1
|
||||
C2403128043,2024-12-02,0,1.0,2024-12-05,1
|
||||
C2403150124,2024-12-02,0,1.0,2024-12-05,1
|
||||
FVHCM1 INDEX,2024-12-02,0,1.0,2024-12-05,1
|
||||
doedtprd index,2024-11-22,0,7.0,2024-12-07,2
|
||||
CFFDQMMN INDEX,2024-11-19,1,7.0,2024-12-04,2
|
||||
C2403083739,2024-11-19,1,7.0,2024-12-04,2
|
||||
C2404167878,2024-11-19,1,7.0,2024-12-04,2
|
||||
lmcads03 lme comdty,2024-11-29,0,1.0,2024-12-02,4
|
||||
GC1 COMB Comdty,2024-12-02,0,1.0,2024-12-05,1
|
||||
C2404167855,2024-12-02,0,1.0,2024-12-05,1
|
||||
|
22
juxitingyuedudataset/model_evaluation.csv
Normal file
22
juxitingyuedudataset/model_evaluation.csv
Normal file
@ -0,0 +1,22 @@
|
||||
模型(Model),平均平方误差(MSE),均方根误差(RMSE),平均绝对误差(MAE)
|
||||
NBEATS,154165.48,392.639,297.061
|
||||
NHITS,155955.23,394.912,298.077
|
||||
NLinear,164834.77,405.998,302.343
|
||||
PatchTST,297246.62,545.203,402.05
|
||||
TiDE,515884.38,718.251,548.61
|
||||
MLPMultivariate,646344.5,803.956,630.858
|
||||
StemGNN,659987.6,812.396,636.391
|
||||
BiTCN,660022.4,812.418,636.421
|
||||
MLP,666076.5,816.135,641.565
|
||||
TSMixerx,692425.25,832.121,656.647
|
||||
TFT,759378.8,871.423,689.949
|
||||
iTransformer,765466.0,874.909,688.628
|
||||
Informer,770897.2,878.008,694.087
|
||||
DLinear,823347.06,907.385,711.249
|
||||
TCN,828552.4,910.249,699.913
|
||||
RNN,828750.94,910.358,700.011
|
||||
DilatedRNN,828752.94,910.359,700.013
|
||||
LSTM,828757.6,910.361,700.016
|
||||
GRU,828777.8,910.372,700.028
|
||||
DeepNPTS,933536.3,966.197,730.86
|
||||
TSMixer,933695.4,966.279,725.053
|
||||
|
22
juxitingyuedudataset/model_introduction.txt
Normal file
22
juxitingyuedudataset/model_introduction.txt
Normal file
@ -0,0 +1,22 @@
|
||||
NHITS--一种基于神经网络的时间序列预测模型，利用了门控线性单元（GLU）来处理序列数据。
|
||||
Informer--一种高效的时间序列预测模型，特别设计用于长序列数据，通过减少自注意力机制中的计算复杂度。
|
||||
LSTM--一种经典的循环神经网络（RNN）变体，能够学习长期依赖关系，广泛应用于序列学习任务。
|
||||
iTransformer--结合了注意力机制和循环结构的模型，旨在提高序列到序列任务的性能。
|
||||
TSMixer--一种混合模型，结合了传统统计方法和深度学习技术，用于时间序列预测。
|
||||
TSMixerx--是TSMixer的扩展或改进版本，具体细节可能依赖于特定的研究或应用领域。
|
||||
PatchTST--基于Transformer架构的时间序列分析模型，将序列分割成多个“patch”进行处理。
|
||||
RNN--一种用于处理序列数据的基本神经网络模型，可以记住先前的信息并应用于后续输入。
|
||||
GRU--RNN的一种变体，比LSTM更简单但同样有效，用于处理序列数据。
|
||||
TCN--使用一维卷积层处理时间序列数据，能够捕捉局部和全局的依赖关系。
|
||||
DeepAR--亚马逊开发的基于RNN的时间序列预测模型，使用自动回归框架，可以处理多变量序列。
|
||||
BiTCN--双向TCN，结合了双向信息流以增强模型对序列的理解。
|
||||
DilatedRNN--利用膨胀卷积的RNN变体，能够扩大感受野而不增加参数数量。
|
||||
MLP--一种基本的前馈神经网络，尽管在处理序列数据时不是最优选择，但在某些场景下仍有效。
|
||||
DLinear--一个轻量级的模型，专门用于时间序列预测，避免了复杂的神经网络结构。
|
||||
NLinear--类似于DLinear，是一个简单线性模型的扩展，用于时间序列预测。
|
||||
TFT--一种高度可配置的Transformer模型，专为处理具有多个时间序列的复杂问题而设计。
|
||||
FEDformer--结合了频域和时域特征的Transformer模型，提高了时间序列预测的精度。
|
||||
StemGNN--一种基于图神经网络（GNN）的方法，用于处理具有图形结构的时间序列数据。
|
||||
MLPMultivariate--基于多层感知机（MLP）的模型，用于处理多变量时间序列预测。
|
||||
TiDE--一种基于深度学习的时间序列异常检测模型。
|
||||
DeepNPT--深度神经网络时间序列预测技术，可能是一种特定的模型或框架，用于时间序列分析。
|
||||
BIN
juxitingyuedudataset/pp_predict_result.png
Normal file
BIN
juxitingyuedudataset/pp_predict_result.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 57 KiB |
BIN
juxitingyuedudataset/pp_yueducorrelation.png
Normal file
BIN
juxitingyuedudataset/pp_yueducorrelation.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 126 KiB |
BIN
juxitingyuedudataset/pp_zhouducorrelation.png
Normal file
BIN
juxitingyuedudataset/pp_zhouducorrelation.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 120 KiB |
5
juxitingyuedudataset/predict.csv
Normal file
5
juxitingyuedudataset/predict.csv
Normal file
@ -0,0 +1,5 @@
|
||||
unique_id,ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,NBEATS,created_dt
|
||||
1,2025-09-30,7078,7427,7629,7372,7489,7385,7059,7631,7630,7631,7373,7631,7393,7419,7160,7407,7373,7393,7235,7684,7091,2025-08-18
|
||||
1,2025-10-31,7083,7376,7629,7371,7102,7379,7002,7631,7630,7631,7373,7631,7376,7328,7159,7406,7374,7377,7650,7350,7089,2025-08-18
|
||||
1,2025-11-30,7084,7365,7629,7371,7055,7384,6984,7630,7630,7631,7373,7631,7379,7333,6971,7405,7374,7378,7398,7020,7088,2025-08-18
|
||||
1,2025-12-31,7076,7364,7629,7373,7858,7383,7012,7631,7630,7631,7373,7631,7360,7230,6992,7405,7371,7360,7177,7568,7081,2025-08-18
|
||||
|
105
juxitingyuedudataset/testandpredict_groupby.csv
Normal file
105
juxitingyuedudataset/testandpredict_groupby.csv
Normal file
@ -0,0 +1,105 @@
|
||||
ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,NBEATS,created_dt,min_within_quantile,max_within_quantile
|
||||
2017-01-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-02-28,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-03-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-04-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-05-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-06-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-07-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-08-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-09-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-10-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-11-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2017-12-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-01-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-02-28,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-03-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-04-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-05-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-06-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-07-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-08-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-09-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-10-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-11-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2018-12-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-01-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-02-28,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-03-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-04-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-05-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-06-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-07-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-08-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-09-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-10-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-11-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2019-12-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-01-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-02-29,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-03-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-04-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-05-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-06-30,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-07-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-08-31,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-09-30,8922.22,8922.22,8922.22,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-10-31,8922.22,8922.22,8922.22,8922.27,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.28
|
||||
2020-11-30,8922.22,8922.22,8922.22,8922.3,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.3
|
||||
2020-12-31,8922.22,8922.22,8922.22,8922.34,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.34
|
||||
2021-01-31,8922.22,8922.22,8922.22,8922.38,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.38
|
||||
2021-02-28,8922.22,8922.22,8922.22,8922.42,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.42
|
||||
2021-03-31,8922.22,8922.22,8922.22,8922.46,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.46
|
||||
2021-04-30,8922.22,8922.22,8922.22,8922.51,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.51
|
||||
2021-05-31,8922.22,8922.22,8922.22,8922.57,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.57
|
||||
2021-06-30,8922.22,8922.22,8922.22,8922.63,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.63
|
||||
2021-07-31,8922.22,8922.22,8922.22,8922.7,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.7
|
||||
2021-08-31,8922.22,8922.22,8922.22,8922.78,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.23,8922.22,8922.22,8922.22,,,8922.09,8922.78
|
||||
2021-09-30,8922.22,8922.22,8922.22,8922.87,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.87
|
||||
2021-10-31,8922.22,8922.22,8922.22,8922.97,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8922.22,,,8922.09,8922.97
|
||||
2021-11-30,8922.22,8922.22,8922.22,8923.08,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.22,8922.28,8922.09,8922.24,8922.22,8922.22,8922.22,8922.22,8414.55,,,8922.09,8923.08
|
||||
2021-12-31,8412.81,9020.4,8922.22,9000.19,8943.46,8889.49,7291.58,8922.22,8922.22,8922.25,8890.44,8922.22,8896.77,8857.75,8469.19,8935.33,8890.38,8887.48,8799.14,8922.22,8016.74,,,8412.81,9020.4
|
||||
2022-01-31,8014.95,9028.09,8922.22,9044.63,8859.27,8820.65,6727.8,8922.22,8922.22,8922.31,8833.78,8922.22,8846.84,8772.25,8120.23,8922.36,8833.68,8830.49,8637.71,8922.22,8185.24,,,8637.71,9044.63
|
||||
2022-02-28,8184.82,8947.91,8922.22,9034.62,8661.68,8775.85,6975.5,8922.22,8922.22,8922.33,8787.65,8922.22,8806.81,8835.66,8316.2,8886.04,8787.57,8776.99,8673.93,8922.22,8476.25,,,8661.68,9034.62
|
||||
2022-03-31,8471.82,8941.42,8922.22,9021.88,8573.05,8767.98,8177.29,8922.22,8922.22,8922.34,8759.73,8922.22,8776.83,8993.3,8555.13,8832.18,8759.69,8753.72,8727.92,8922.22,8886.59,,,8471.82,9021.88
|
||||
2022-04-30,8879.39,8773.79,8922.22,9043.75,8555.85,8720.83,8696.68,8922.22,8922.22,8922.28,8757.58,8922.22,8773.65,8990.88,8844.21,8734.51,8757.47,8755.25,8725.45,8886.59,8641.75,,,8555.85,9043.75
|
||||
2022-05-31,8637.84,8826.71,8922.22,9045.3,8768.36,8753.98,8141.69,8922.22,8922.22,8922.28,8740.06,8922.22,8752.32,8932.99,8573.14,8771.81,8739.94,8726.0,8783.48,8922.22,8557.17,,,8573.14,9045.3
|
||||
2022-06-30,8548.53,8883.03,8922.22,9043.86,8820.15,8717.04,8212.43,8922.22,8922.22,8922.3,8717.21,8922.22,8725.4,8817.58,8481.53,8764.58,8717.12,8701.9,8793.2,8922.22,8586.35,,,8481.53,9043.86
|
||||
2022-07-31,8578.15,8801.2,8922.22,9047.76,8711.54,8709.5,8807.13,8922.22,8922.22,8922.33,8696.2,8922.22,8698.3,8674.62,8579.76,8730.89,8696.14,8683.29,8749.64,8185.24,8118.89,,,8578.15,9047.76
|
||||
2022-08-31,8115.63,8899.61,8922.22,9041.72,8686.8,8661.52,7402.74,8922.22,8922.22,8922.39,8645.97,8922.22,8653.31,8587.37,8101.11,8745.58,8645.9,8635.04,8431.93,8922.22,7927.39,,,8431.93,9041.72
|
||||
2022-09-30,7927.38,8782.18,8922.22,9028.75,8515.21,8610.53,6603.44,8922.22,8922.22,8922.43,8583.86,8922.22,8591.22,8375.87,7927.47,8698.8,8583.69,8579.06,8174.33,8185.24,8006.03,,,8515.21,9028.75
|
||||
2022-10-31,8003.39,8642.02,8922.22,9001.96,8392.63,8547.93,7412.72,8922.22,8922.22,8922.53,8526.51,8922.22,8529.06,8498.03,7990.26,8636.13,8526.42,8509.19,8324.91,8922.22,7939.44,,,8392.63,9001.96
|
||||
2022-11-30,7931.39,8752.73,8922.22,8964.42,8291.03,8502.64,6919.36,8922.22,8922.22,8922.49,8465.17,8922.22,8484.16,8536.56,8010.51,8577.06,8464.99,8444.78,8207.14,8922.22,7751.82,,,8444.78,8964.42
|
||||
2022-12-31,7742.64,8724.07,8922.22,8910.07,8218.3,8450.9,5977.35,8922.22,8922.22,8922.41,8392.3,8922.22,8421.78,8390.13,7909.66,8516.05,8391.82,8385.88,8055.87,8586.35,7736.52,,,8390.13,8922.41
|
||||
2023-01-31,7723.62,8638.01,8922.22,8836.07,8157.65,8303.01,6639.86,8922.22,8922.22,8922.54,8318.07,8922.22,8349.14,8383.49,7803.99,8438.5,8317.71,8312.94,8218.11,8118.89,7755.65,,,8438.5,8922.54
|
||||
2023-02-28,7747.85,8543.67,8922.22,8743.52,8250.15,8187.35,5950.56,8922.22,8922.22,8922.61,8244.99,8922.22,8264.22,8391.63,7927.28,8355.01,8244.81,8227.5,8357.54,8185.24,7779.25,,,8391.63,8922.61
|
||||
2023-03-31,7773.22,8335.41,8922.22,8631.1,8171.35,8107.56,7682.77,8922.22,8922.22,8922.61,8173.25,8922.22,8188.53,8432.63,7808.63,8268.25,8173.4,8156.25,8234.18,8185.24,7646.81,,,8432.63,8922.61
|
||||
2023-04-30,7640.4,8299.03,8922.22,8610.05,8164.35,8150.01,7623.56,8922.22,8922.22,8922.65,8125.22,8922.22,8159.76,8332.2,7621.11,8232.39,8125.4,8105.85,7983.46,8006.03,7542.83,,,8610.05,8922.65
|
||||
2023-05-31,7525.01,8294.51,8922.22,8629.8,8095.26,8122.53,6935.45,8922.22,8922.22,8922.84,8095.77,8922.22,8125.49,8263.59,7486.68,8214.25,8095.76,8077.77,7922.11,8641.75,7130.0,,,8629.8,8922.84
|
||||
2023-06-30,7107.83,8321.29,8922.22,8612.06,7907.08,8064.62,5798.87,8922.22,8922.22,8922.78,8029.94,8922.22,8047.49,8011.12,7079.82,8183.53,8029.75,8006.72,7816.33,8557.17,6940.95,,,8557.17,8922.78
|
||||
2023-07-31,6920.84,8399.75,8922.22,8492.2,7806.63,7991.09,5372.55,8922.22,8922.22,8922.79,7934.08,8922.22,7962.64,7837.46,7067.42,8105.1,7933.74,7926.16,7468.84,7927.39,7146.98,,,8399.75,8922.79
|
||||
2023-08-31,7132.4,8183.24,8922.22,8242.41,7569.63,7879.18,5971.48,8922.22,8922.22,8922.81,7825.39,8922.22,7851.41,7843.63,7239.66,7970.27,7825.04,7831.14,7451.38,8586.35,7416.67,,,8586.35,8922.81
|
||||
2023-09-30,7403.63,8005.77,8922.22,8070.73,7467.45,7793.23,7281.09,8922.22,8922.22,8922.76,7748.82,8922.22,7764.61,7850.43,7408.71,7840.21,7748.51,7745.63,7626.2,8118.89,7841.5,,,8922.22,8922.76
|
||||
2023-10-31,7829.47,7759.96,8922.22,8003.62,7514.91,7700.62,7928.32,8922.22,8922.22,8922.62,7704.06,8922.22,7720.24,7812.5,7795.9,7679.86,7703.83,7700.89,7601.57,8006.03,7537.89,,,8922.22,8922.62
|
||||
2023-11-30,7527.59,7674.25,8922.22,7844.07,7685.77,7656.62,7459.64,8922.22,8922.22,8922.69,7638.56,8922.22,7649.85,7754.25,7489.36,7671.48,7638.37,7636.48,7599.3,7939.44,7539.39,,,8922.22,8922.69
|
||||
2023-12-31,7527.3,7697.5,8922.22,7770.32,7643.16,7610.33,7531.0,8922.22,8922.22,8922.85,7602.36,8922.22,7618.99,7592.26,7417.3,7624.66,7602.17,7610.3,7579.99,7751.82,7404.48,,,8922.22,8922.85
|
||||
2024-01-31,7394.63,7700.58,8922.22,7702.65,7565.09,7595.11,7167.71,8922.22,8922.22,8923.0,7569.62,8922.22,7568.66,7420.42,7397.09,7618.1,7569.5,7560.72,7547.05,7736.52,7284.81,,,8922.22,8923.0
|
||||
2024-02-29,7283.15,7659.04,8922.22,7601.53,7503.06,7517.35,6915.01,8922.22,8922.22,8922.91,7524.53,8922.22,7524.78,7419.94,7224.29,7587.6,7524.43,7525.22,7313.57,6940.95,7290.88,,,8922.22,8922.91
|
||||
2024-03-31,7292.84,7544.44,8922.22,7510.21,7368.21,7481.31,7277.81,8922.22,8922.22,8922.84,7484.07,8922.22,7477.81,7280.38,7263.91,7537.22,7483.91,7475.67,7178.23,7416.67,7344.29,,,8922.22,8922.84
|
||||
2024-04-30,7342.64,7481.07,8922.22,7452.05,7344.1,7429.69,7289.95,8922.22,8922.22,8922.84,7458.55,8922.22,7454.67,7436.48,7263.17,7493.48,7458.45,7455.28,7312.79,7779.25,7485.76,,,8922.22,8922.84
|
||||
2024-05-31,7480.75,7382.24,8922.22,7418.71,7293.8,7431.49,7526.68,8922.22,8922.22,8922.75,7442.94,8922.22,7446.14,7391.37,7482.89,7437.07,7442.79,7448.43,7305.69,7542.83,7588.06,,,8922.22,8922.75
|
||||
2024-06-30,7586.19,7312.17,8922.22,7399.2,7374.44,7446.4,6851.42,8922.22,8922.22,8922.72,7432.58,8922.22,7446.95,7418.7,7633.44,7405.42,7432.32,7455.48,7416.49,7130.0,7671.4,,,8922.22,8922.72
|
||||
2024-07-31,7669.29,7287.65,8922.22,7389.06,7437.83,7324.63,6902.02,8922.22,8922.22,8922.81,7425.8,8922.22,7423.61,7427.29,7615.24,7389.28,7425.59,7430.27,7520.55,7284.81,7679.85,,,8922.22,8922.81
|
||||
2024-08-31,7677.33,7290.26,8922.22,7394.79,7572.66,7342.48,7814.77,8922.22,8922.22,8922.75,7427.81,8922.22,7428.0,7425.41,7705.24,7390.71,7427.65,7430.96,7649.92,7485.76,7593.03,,,8922.22,8922.75
|
||||
2024-09-30,7589.6,7305.31,8922.22,7400.01,7628.01,7332.9,8571.3,8922.22,8922.22,8922.72,7430.83,8922.22,7426.91,7520.18,7459.02,7403.15,7430.79,7429.25,7597.12,7593.03,7394.68,,,8571.3,8922.72
|
||||
2024-10-31,7393.96,7441.41,8922.22,7427.05,7553.11,7436.14,7854.62,8922.22,8922.22,8922.67,7447.41,8922.22,7445.01,7439.44,7361.1,7465.53,7447.34,7444.72,7435.34,7539.39,7450.75,,,8922.22,8922.67
|
||||
2024-11-30,7450.63,7470.39,8922.22,7483.52,7432.47,7444.37,7551.64,8922.22,8922.22,8922.74,7479.38,8922.22,7471.43,7493.66,7360.56,7490.08,7479.25,7474.71,7387.97,7485.76,7383.06,,,8922.22,8922.74
|
||||
2024-12-31,7381.17,7493.4,8922.22,7508.13,7407.19,7484.47,7098.33,8922.22,8922.22,8922.71,7494.15,8922.22,7495.01,7403.16,7346.05,7524.63,7494.02,7497.12,7436.25,7394.68,7377.12,,,8922.22,8922.71
|
||||
2025-01-31,7373.67,7526.23,8922.22,7503.68,7434.3,7496.18,6863.31,8922.22,8922.22,8922.63,7491.66,8922.22,7497.66,7437.58,7435.56,7522.92,7491.55,7498.47,7341.71,7679.85,7302.75,,,8922.22,8922.63
|
||||
2025-02-28,7376.72,7506.95,8922.22,7484.33,7493.12,7511.79,6462.17,8922.22,8922.22,8922.51,7491.72,8922.22,7501.03,7454.94,7506.58,7522.74,7491.25,7501.81,7636.57,7588.06,7292.63,,,8922.22,8922.51
|
||||
2025-03-31,7376.2,7523.96,8922.22,7486.12,7365.82,7479.94,7212.59,8922.22,8922.22,8922.35,7491.65,8922.22,7490.34,7582.38,7426.82,7522.72,7491.61,7491.74,7628.54,7537.89,7230.0,,,8922.22,8922.35
|
||||
2025-04-30,7371.03,7457.0,8922.22,7482.97,7504.18,7454.17,6991.36,8922.22,8922.22,8920.93,7491.6,8922.22,7498.53,7452.94,7328.51,7522.72,7491.69,7495.98,7591.68,7290.88,7190.0,,,8920.93,8922.22
|
||||
2025-09-30,7042.72,4454.19,7233.66,4756.09,6330.87,4652.91,6682.24,7241.55,7236.56,7244.2,4765.96,7241.33,4751.93,2601.92,7031.83,4530.1,4767.02,4750.95,3294.63,7145.0,,7177.22,2025-08-01,7031.83,7244.2
|
||||
2025-10-31,7093.42,4615.46,7233.46,4746.72,19232.67,4706.01,8806.15,7241.46,7236.33,7245.03,4765.39,7243.54,4780.03,5547.27,8472.59,4534.77,4779.22,4800.52,4040.87,4358.23,,7130.15,2025-08-01,7093.42,7245.03
|
||||
2025-11-30,7083.1,4704.45,7234.48,4738.86,-2301.06,4868.13,6186.8,7241.17,7236.49,7243.4,4765.77,7243.29,4573.31,5369.92,4091.39,4536.13,4780.47,4567.09,6736.26,7145.0,,7148.3,2025-08-01,7083.1,7243.4
|
||||
2025-12-31,7039.67,4865.32,7233.83,4773.17,6317.04,4805.54,8440.47,7241.16,7236.59,7244.9,4766.04,7241.78,4663.41,7318.56,3968.02,4536.54,4747.82,4667.83,5129.72,257.12,,7088.02,2025-08-01,7039.67,7318.56
|
||||
|
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juxitingyuedudataset/~$原油指标数据.xlsx
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juxitingyuedudataset/~$原油指标数据.xlsx
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juxitingyuedudataset/价差类指标相关性直方分布图.png
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juxitingyuedudataset/供应类指标相关性直方分布图.png
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juxitingyuedudataset/其他类指标相关性直方分布图.png
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juxitingyuedudataset/历史价格-预测值.png
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juxitingyuedudataset/历史价格-预测值1.png
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juxitingyuedudataset/同花顺数据类指标相关性直方分布图.png
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juxitingyuedudataset/填充后的特征数据.csv
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juxitingyuedudataset/填充后的特征数据.csv
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juxitingyuedudataset/库存类指标相关性直方分布图.png
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juxitingyuedudataset/指标分类相关性总和的气泡图.png
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juxitingyuedudataset/指标数据.csv
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juxitingyuedudataset/指标数据.csv
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juxitingyuedudataset/指标数据偏自相关图.png
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juxitingyuedudataset/指标数据添加时间特征.csv
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8733
juxitingyuedudataset/指标数据添加时间特征.csv
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juxitingyuedudataset/指标数据自相关图.png
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juxitingyuedudataset/数据项下载.xls
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juxitingyuedudataset/期货市场类指标相关性直方分布图.png
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juxitingyuedudataset/未填充的特征数据.csv
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juxitingyuedudataset/模型评估.png
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juxitingyuedudataset/特征处理后的指标名称及分类.csv
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juxitingyuedudataset/特征处理后的指标名称及分类.csv
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@ -0,0 +1,260 @@
|
||||
指标分类,指标名称,指标id,频度,指标来源,来源id,最后更新时间,更新周期,预警日期,停更周期,单位
|
||||
价格,PP主力收盘价拟合残差/丙烷 CP M1,C2407040955224199,日度,拟合残差,37,2025-09-05,每天,2025-09-08,3.0,美元/吨
|
||||
价格,PP粉料（山东）/拼接,C2403276531,日度,直接拼接,23,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价格,BOPP：成本：中国（日）,ID01232825,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,元/吨
|
||||
价格,PP无纺布生产成本（日）,ID01367478,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,元/吨
|
||||
价格,CPP薄膜成本（日）,ID01367441,日度,上海钢联,34,2025-07-22,每天,2025-07-25,48.0,元/吨
|
||||
价格,PE注塑开工率/周,RE00009881,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,百分比
|
||||
价格,PET瓶片：利润：中国（日）7DMA,C2301208278,周度,N数值移动平均计算,8,2025-07-22,Wednesday,2025-08-05,6.0,元/吨
|
||||
价格,PP：看跌比例：中国（周）,ID01367877,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,百分比
|
||||
价格,PP：看平比例：中国（周）,ID01367894,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,百分比
|
||||
价格,PP：看升比例：中国（周）,ID01367871,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,百分比
|
||||
价格,PP看空情绪指数环差,C2305182533,周度,环差值,13,2025-07-18,Friday,2025-08-01,7.0,无
|
||||
价格,PP多空情绪强弱指数,C2305195181,周度,指标运算,4,2025-07-18,Friday,2025-08-01,7.0,无
|
||||
价格,再生PP市场价/山东（日）,ID01460426,日度,上海钢联,34,2025-07-22,每天,2025-07-25,48.0,元/吨
|
||||
价格,美国-中国PS（GPPS）价差,C2112016712,日度,指标运算,4,2025-07-21,每天,2025-07-24,49.0,美元/吨
|
||||
价格,塑编产成品库存,ID01230702,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
价格,塑编订单天数,ID01280095,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
价格,塑编产成品库存天数,RE00009884,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
价格,塑编原材料库存天数,ID01230703,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
价格,塑编整体开工率,ID01230748,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,%
|
||||
价格,PP管材开工率,RE00009876,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,%
|
||||
价格,PP无纺布开工率,RE00009875,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,%
|
||||
价格,BOPP开工率,ID01230734,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,%
|
||||
价格,中国PP无纺布原料库存天数,ID01367472,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
价格,中国PP无纺布原料库存量,ID01367467,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
价格,中国PP无纺布成品库存天数,ID01367466,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
价格,PP拉丝国内现货价格,s5470409,日度,wind,2,2025-07-22,每天,2025-07-25,48.0,元/吨
|
||||
价格,PP主力收盘价,S0203118,日度,wind,2,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价格,PP粉料（山东）,Q6554151,日度,wind,2,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价格,PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日）,ID00164407,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：低熔共聚：K8003：自提价：广州：宝丰能源（日）,ID00162611,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日）,ID00162667,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：薄壁注塑：HP648T：市场价：临沂：万华化学（日）,ID01386313,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP拉丝（山东）,ID01385945,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：拉丝：1102K：市场价：青州：国家能源宁煤（日）,ID01385938,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,现货价(中间价):均聚聚丙烯(PP-H):CFR远东,S5400540,日度,wind,2,2025-09-04,每天,2025-09-07,4.0,美元/吨
|
||||
价格,现货价(中间价):聚丙烯PP(纤维/注塑):CFR东南亚,S5431485,日度,wind,2,2025-09-04,每天,2025-09-07,4.0,美元/吨
|
||||
价格,现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧,S5431506,日度,wind,2,2025-09-04,每天,2025-09-07,4.0,美元/吨
|
||||
价格,现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦,S5431512,日度,wind,2,2025-09-04,每天,2025-09-07,4.0,美元/吨
|
||||
价格,DCE：工业产品：期货价格综合指数收盘价（日）,FU00044736,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,点
|
||||
价格,DCE：化工产品：期货价格指数收盘价（日）,FU00044752,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,点
|
||||
价格,DCE：塑料：期货价格指数收盘价（日）,FU00044754,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,点
|
||||
价格,PP.DCE收盘价,wsdPP.DCEclose,日度,wind,2,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价格,西北欧：现货价：FOB低密度聚乙烯,S5431572,日度,wind,2,2025-09-01,每天,2025-09-04,7.0,美元/吨
|
||||
价格,中国BOPP原料库存天数,ID01367117,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
价格,中国BOPP成品库存天数,ID01367129,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
价格,中国BOPP成品库存量,ID01230738,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
价格,中国BOPP订单天数,ID01232785,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
价格,中国PP下游平均开工率,ID01214606,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,%
|
||||
价格,PP无纺布：厂内库存：中国（周）,ID01367476,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
价格,PP：拉丝：L5E89：出厂价：河北、鲁北：大唐内蒙多伦（日）,ID01384736,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：拉丝：HP550J：市场价：青岛：金能化学（日）,ID01237607,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：低熔共聚：2500HY：市场价：临沂：国家能源宁煤（日）,ID01685495,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：低熔共聚：EPS30R：市场价：临沂：榆能化（日）,ID01386176,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：低熔共聚：K8003：出厂价：常州：宝丰能源（日）,ID01680549,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：低熔共聚：K8003：市场价：杭州：东华能源（宁波）（日）,ID01386516,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：低熔共聚：2500H：市场价：台州：国家能源宁煤（日）,ID01385949,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：低熔共聚：2500H：市场价：厦门：国家能源宁煤（日）,ID01238038,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：中熔共聚：SP179：市场价：临沂：辽宁华锦（日）,ID01387187,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：中熔共聚：YPJ1215C：出厂价：华东地区：扬子石化（日）,ID00156262,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：中熔共聚：PPB-M09：出厂价：华东地区：镇海炼化（日）,ID00155738,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：中熔共聚：EP440N：出厂价：华南地区：中科炼化（日）,ID01238627,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：中熔共聚：K8009：出厂价：华南地区：广州石化（日）,ID00155571,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：高熔共聚：M30RH：市场价：合肥：中安联合（日）,ID01386702,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：高熔共聚：2240S：自提价：常州：国家能源宁煤（日）,ID00160283,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：薄壁注塑：1040TE：出厂价：华东地区：宁夏神华宁煤（日）,ID01299254,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：薄壁注塑：HP648T：出厂价：华东地区：浙江石油化工（日）,ID01625079,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：薄壁注塑：1040TE：出厂价：华南地区：宁夏神华宁煤（日）,ID01299245,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：薄壁注塑：PPH-MN60：出厂价：华南地区：中石化北海（日）,ID00155786,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：薄壁注塑：TM6000H：出厂价：华南地区：福建联合石化（日）,ID01238685,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：透明：PPR-B10：出厂价：华中地区：中原中石化（日）,ID01384755,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：透明：PPR-MT25：出厂价：华中地区：中原中石化（日）,ID01384667,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：透明：PPR-MT75N：出厂价：华中地区：中原中石化（日）,ID01384590,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：无规共聚：HC-M700B：出厂价：华北地区：山东东明（日）,ID01469648,日度,上海钢联,34,2025-08-15,每天,2025-08-18,24.0,元/吨
|
||||
价格,热水管：PA14D-2：市场价：临沂：大庆炼化（日）,ID01386804,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,热水管：PA14D：出厂价：华东地区：大庆炼化（日）,ID00155699,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,CPP：二元共聚膜：F800EDF：出厂价：华东地区：上海石化（日）,ID01384573,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,CPP：二元共聚膜：F08EC：出厂价：华东地区：镇海炼化（日）,ID01591480,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,热水管：T4401：出厂价：华南地区：茂名石化（日）,ID00156182,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,热水管：PPR-4220：出厂价：华南地区：广州石化（日）,ID00155846,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：BOPP：PPH-FL03-S：出厂价：华北地区：青岛炼化（日）,ID01384712,日度,上海钢联,34,2025-07-23,每天,2025-07-26,47.0,元/吨
|
||||
价格,PP：BOPP：L5D98：出厂价：华南地区：广东石化（日）,ID01546654,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：BOPP：PPH-F03D：出厂价：华南地区：海南炼化装置一（日）,ID00398768,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,CPP：二元共聚膜：PPR-F08M-S：出厂价：华南地区：茂名石化（日）,ID01238651,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,CPP：二元共聚膜：PPR-F08-S：出厂价：华南地区：茂名石化（日）,ID01238630,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP纺粘无纺布：SSS：市场价：山东（日）,ID01237509,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,BOPP：12μ光膜：出厂价：华北地区：凯达包装（日）,ID01469871,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,BOPP：生产毛利：中国（日）,ID01367102,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,塑编：透明：30cm*45cm：市场价：山东（日）,ID01550078,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP粉：45：出厂价：华东地区：浙江鸿基（日）,ID00398644,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,PP：拉丝：市场价：西北地区（日）,ID01649106,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价格,主流价：PP粉料：临沂,S004161469,日度,同花顺,1,2025-09-01,每天,2025-09-04,7.0,元/吨
|
||||
价差,PDH制PP利润（山东）,C2407041108052855,日度,指标运算,4,2025-09-03,每天,2025-09-06,5.0,元/吨
|
||||
价差,华东拉丝-CP,C2407041055558688,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,山东拉丝-CP,C2407041054554577,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,山东拉丝-丙烯价差,C2406208835,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP-3*MA主力,C2406177911,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP-SC价差（7吨桶比）,C2406114315,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,京博-滨化价差（不含税/1.13/580）,C2406031373,日度,指标运算,4,2025-09-07,每天,2025-09-10,1.0,元/吨
|
||||
价差,滨化PDH利润（1.169/含税）,C2405285381,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,滨化丙烯-京博PP边际贡献（不含税/600/收率1.169）,C2405225773,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PDH利润（山东/丙烯）,C2405213965,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,滨化丙烷-PP边际贡献（不含税/580/收率1.13）,C2405215657,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,滨化丙烷-PP边际贡献（不含税/510/收率1.169）,C2405212962,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP期货-丙烯价差（山东）/400DMA,C2405205010,日度,N数值移动平均计算,8,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP-FEI M4(含税成本),C2405157830,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP-FEI M3(含税成本),C2405153483,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP-FEI M2（含税成本）,C2405158766,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP-FEI M1（含税成本）,C2405157497,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,价差：聚乙烯与乙烯（西北欧）,C2405143633,日度,指标运算,4,2025-09-01,每天,2025-09-04,7.0,美元/吨
|
||||
价差,PP-FEI价差,C2405070994,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP期货-丙烯价差（山东）,C2404155377,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,L-P价差（盘面）,C2404109146,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,油制PP利润（华东）,C2404105547,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,9-1月差（PP）,C2404103129,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,5-9月差（PP）,C2404101465,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,1-5月差（PP）,C2404102468,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PDH制PP利润（华东）指数修匀,C2404028104,日度,指数修匀,72,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,PDH制PP利润（华东）,C2404028435,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,PDH制PP利润（华南）,C2404022986,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,拉丝区域价差（华南-华东）,C2403287544,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,拉丝区域价差（华东-华北）,C2403289529,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,拉丝区域价差（华南-华北）,C2403285728,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,低熔共聚-拉丝价差（华南）,C2403289362,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,薄壁-拉丝价差（华北）,C2403284447,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,透明-拉丝价差（华北）,C2403282518,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,透明-拉丝价差（华东）,C2403283832,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,透明料基差,C2403289845,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,透明-PP盘面价差（华北）,C2403286867,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,PP-3MA价差（盘面）,C2403271220,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP-LPG价差（盘面）,C2403278878,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,布伦特-PP价差（盘面）,C2403275181,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,外采丙烯制聚丙烯利润（山东）,C2404107471,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,L-P价差,C2411071627523126,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,品类价差：低熔共聚-拉丝（华南）,C2412230833590174,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,拉丝收盘基差（华北）,C2501061424172491,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,低熔共聚基差（华东）,C2502060810530350,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,中熔共聚基差（华东）,C2502060811358659,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,高熔共聚基差（华东）,C2502060812487983,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,低熔共聚基差（华北）,C2502060837487286,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,中熔共聚基差（华北）,C2502060838512101,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,高熔共聚基差（华北）,C2502060839351908,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,拉丝基差,C2503271349344677,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,PP主力收盘价-山东丙烯主流价,C2505231150171843,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,PP粉（聚合法）生产利润,C2508051518212186,日度,指标运算,4,2025-09-05,每天,2025-09-08,3.0,元/吨
|
||||
价差,华东外采丙烯制PP粉利润,C2508130909057053,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,山东PDH制PP粒利润,C2508131405599579,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,华南PDH制PP粒利润,C2508131417225640,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
价差,内陆MTO制PP粒利润,C2508131455475133,日度,指标运算,4,2025-08-29,每天,2025-09-01,10.0,元/吨
|
||||
库存,聚烯烃两油库存同比,C2404071317,日度,同比值,6,2025-09-05,每天,2025-09-08,3.0,无
|
||||
库存,PP拉丝期末库存（周）,ID01230775,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP期末库存/广州港（周）,ID01368239,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP期末库存/宁波港（周）,ID01368230,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP：期末库存：青岛港（周）,ID01368232,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP期末库存/上海港（周）,ID01368242,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP期末库存/天津港（周）,ID01368231,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP期末库存/厦门港（周）,ID01368243,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP贸易商库存(钢联)同比,C2210298835,周度,同比值,6,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
库存,BOPP原料库存+产成品库存天数,C2211254027,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
库存,PP周度总库存,C2212057031,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,中国BOPP原料库存天数同差,C2301198673,周度,同差值,7,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
库存,聚烯烃两油库存1000天百分位,C2310125557,日度,百分位,68,2025-09-05,每天,2025-09-08,3.0,无
|
||||
库存,中国PP港口期末库存,ID01214590,周度,上海钢联,34,2025-08-08,Friday,2025-08-22,4.0,万吨
|
||||
库存,聚烯烃两油库存,s5475033,日度,wind,2,2025-09-05,每天,2025-09-08,3.0,万吨
|
||||
库存,PP粉料库存（吨）变化,C2112018129,周度,环差值,13,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
库存,PP下游原料库存天数,C2205246079,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
库存,塑编原材料库存,RE00009883,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
库存,PP两油+煤制库存,C2207029397,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP炼厂库存+PDH库存,C2207029747,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP库存（煤制）,ID01230770,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP库存 (地方炼厂),ID01318509,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP上游库存（两油+煤+PDH+地方）,C2203248589,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,中国CPP原料库存天数,ID01367447,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
库存,中国CPP成品库存量,ID01367463,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
库存,中国CPP成品库存天数,ID01367442,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
库存,PP下游原料库存,C2204081115,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
库存,PP库存(PDH),ID01037466,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP上游库存(两油+煤+PDH）,C2111286696,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP粉料库存,RE00033290,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
库存,中国BOPP原料库存量,ID01230736,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
库存,BOPP订单天数-产成品库存天数（隆众）,C2112138291,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
库存,PP库存：两桶油（周）,S019732988,周度,同花顺,1,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP（PDH制）企业库存（周）,S019732977,周度,同花顺,1,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
库存,PP粉工厂库存（周）,S011319497,周度,同花顺,1,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
库存,PP港口库存（周）,S019732987,周度,同花顺,1,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
进出口,PP：进口：毛利：中国（日）,ID01230789,日度,上海钢联,34,2025-08-28,每天,2025-08-31,11.0,元/吨
|
||||
供应,PP检修损失量（万吨/年）,C2404075774,日度,指标运算,4,2025-09-03,每天,2025-09-06,5.0,万吨
|
||||
供应,PP日度产量1000天百分位,C2310252327,日度,百分位,68,2025-09-03,每天,2025-09-06,5.0,无
|
||||
供应,BOPP开工率(隆众)同差,C2209212975,周度,同差值,7,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
供应,PP下游综合开工率/2WMA,C2209248139,周度,N数值移动平均计算,8,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
供应,PP开工率/2WMA,C2209246147,周度,N数值移动平均计算,8,2025-09-03,Monday,2025-09-17,0.0,%
|
||||
供应,PP下游综合开工率同差,C2209248035,周度,同差值,7,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
供应,PP周度产量/4WMA,C2209248812,周度,N数值移动平均计算,8,2025-08-29,Friday,2025-09-12,1.0,万吨
|
||||
供应,PP开工率同差,C2209260514,日度,同差值,7,2025-09-03,每天,2025-09-06,5.0,无
|
||||
供应,PP日度开工率,ID01230725,日度,上海钢联,34,2025-09-03,每天,2025-09-06,5.0,百分比
|
||||
供应,PP粉检修减损量（周）,ID01367883,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
供应,PP粉产量/中国（日）,RE00033291,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,万吨
|
||||
供应,PP周度产量同差,C2210061440,周度,同差值,7,2025-08-29,Friday,2025-09-12,1.0,无
|
||||
供应,PP开工率/华北地区（日）,ID01367252,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,百分比
|
||||
供应,PP开工率/华东地区（日）,ID01367250,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,百分比
|
||||
供应,PP开工率/华南地区（日）,ID01367241,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,百分比
|
||||
供应,PP开工率/华中地区（日）,ID01367248,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,百分比
|
||||
供应,PP开工率/西北地区（日）,ID01367256,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,百分比
|
||||
供应,PP开工率/西南地区（日）,ID01367254,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,百分比
|
||||
供应,PP周度开工率,ID01214589,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,百分比
|
||||
供应,PP日产/PE日产,C2210107528,日度,指标运算,4,2025-08-26,每天,2025-08-29,13.0,无
|
||||
供应,PP下游开工/PE下游开工,C2210107263,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
供应,PP粉料产量(钢联)7DMA,C2210117177,日度,N数值移动平均计算,8,2025-07-21,每天,2025-07-24,49.0,万吨
|
||||
供应,PP管材开工率同差,C2210250903,周度,同差值,7,2025-07-18,Friday,2025-08-01,7.0,无
|
||||
供应,PP日度产量（粒料+粉料）,C2210311448,日度,指标运算,4,2025-08-25,每天,2025-08-28,14.0,万吨
|
||||
供应,PP无纺布生产毛利,ID01218972,日度,上海钢联,34,2025-07-21,每天,2025-07-24,49.0,元/吨
|
||||
供应,PP粉料开工率（4WMA）,C2306021616,周度,N数值移动平均计算,8,2025-09-05,Friday,2025-09-19,0.0,%
|
||||
供应,PP下游综合开工率（少注塑&CPP）,C2206189982,周度,指标运算,4,2025-07-18,Friday,2025-08-01,7.0,无
|
||||
供应,BOPP开工率同差,C2109171756,周度,同差值,7,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
供应,PP日度产量7DMA,C2206285288,日度,N数值移动平均计算,8,2025-09-03,每天,2025-09-06,5.0,万吨
|
||||
供应,BOPP开工率（4WMA）,C2207159676,周度,N数值移动平均计算,8,2025-09-05,Friday,2025-09-19,0.0,%
|
||||
供应,PP粉料开工率,ID01232799,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,%
|
||||
供应,PP周度检修率,C2203249893,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
供应,PP周度产量变频,C2203243348,日度,升频,14,2025-09-07,每天,2025-09-10,1.0,无
|
||||
供应,PP开工率/7DMA,C2203247913,日度,N数值移动平均计算,8,2025-09-03,每天,2025-09-06,5.0,%
|
||||
供应,PP日度产量同差,C2203256676,日度,同差值,7,2025-09-03,每天,2025-09-06,5.0,无
|
||||
供应,PP日度产量同比,C2203254363,日度,同比值,6,2025-09-03,每天,2025-09-06,5.0,无
|
||||
供应,PP日度产量环差,C2203258951,日度,环差值,13,2025-09-03,每天,2025-09-06,5.0,无
|
||||
供应,PP周度产量周环差,C2203256017,周度,环差值,13,2025-08-29,Friday,2025-09-12,1.0,无
|
||||
供应,PP周度产量同比,C2203254389,周度,同比值,6,2025-08-29,Friday,2025-09-12,1.0,无
|
||||
供应,PP开工率（1MMA）,C2204212473,日度,N数值移动平均计算,8,2025-09-03,每天,2025-09-06,5.0,%
|
||||
供应,PP日度产量（1MMA）,C2204213134,日度,N数值移动平均计算,8,2025-09-03,每天,2025-09-06,5.0,万吨
|
||||
供应,PP：高熔纤维：生产比例：中国（日）,ID01677978,日度,上海钢联,34,2025-08-29,每天,2025-09-01,10.0,百分比
|
||||
供应,PP周度产量年初至今累计值,C2412300929133692,周度,年初至今累计值,63,2025-08-29,Friday,2025-09-12,1.0,无
|
||||
供应,PP粉：产量：中国（周）,ID01379104,周度,上海钢联,34,2025-08-29,Friday,2025-09-12,1.0,万吨
|
||||
供应,PP开工率（周）,S004494187,周度,同花顺,1,2025-09-03,Wednesday,2025-09-17,0.0,%
|
||||
供应,PP产量（周）,S011311828,周度,同花顺,1,2025-09-05,Friday,2025-09-19,0.0,万吨
|
||||
需求,PP下游成品库存天数,C2312094535,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
需求,PP部分下游订单天数,C2312098058,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
需求,中国BOPP订单天数同差,C2209236091,周度,同差值,7,2025-09-05,Friday,2025-09-19,0.0,无
|
||||
需求,中国BOPP订单天数/4WMA,C2209235211,周度,N数值移动平均计算,8,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
需求,BOPP完工订单工作量（周）,ID01367110,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
需求,BOPP开工率超季节性/3年,C2309219733,周度,超季节性,35,2025-09-05,Friday,2025-09-19,0.0,%
|
||||
需求,中国BOPP成品库存量同差,C2309217998,周度,同差值,7,2025-09-05,Friday,2025-09-19,0.0,吨
|
||||
需求,中国CPP订单天数,ID01367456,周度,上海钢联,34,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
需求,BOPP订单天数变频,C2112137372,日度,升频,14,2025-09-07,每天,2025-09-10,1.0,无
|
||||
需求,BOPP 订单-成品天数,C2205095868,周度,指标运算,4,2025-09-05,Friday,2025-09-19,0.0,天
|
||||
需求,中国：华东地区：市场平均价：BOPP厚光膜,S5441946,日度,wind,2,2025-08-31,每天,2025-09-03,8.0,元/吨
|
||||
其他,LME铜价,lmcads03 lme comdty,其他,其他,其他,,,,,
|
||||
其他,黄金连1合约,GC1 COMB Comdty,其他,其他,其他,,,,,
|
||||
其他,Brent-WTI,C2404171822,其他,其他,其他,,,,,
|
||||
其他,美元指数,dxy curncy,其他,其他,其他,,,,,
|
||||
其他,甲醇鲁南价格,S5443199 ,其他,其他,其他,,,,,
|
||||
其他,甲醇太仓港口价格,S5479800,其他,其他,其他,,,,,
|
||||
其他,山东丙烯主流价,S5443108,其他,其他,其他,,,,,
|
||||
其他,丙烷（山东）,H7358586,其他,其他,其他,,,,,
|
||||
其他,FEI丙烷 M1,LC3FM1 INDEX,其他,其他,其他,,,,,
|
||||
其他,在岸人民币汇率,CNY REGN Curncy,其他,其他,其他,,,,,
|
||||
其他,南华工业品指数,s0105897,其他,其他,其他,,,,,
|
||||
其他,PVC期货主力,M0067419,其他,其他,其他,,,,,
|
||||
其他,PE期货收盘价,M0066351,其他,其他,其他,,,,,
|
||||
其他,PP连续-1月,S0266372,其他,其他,其他,,,,,
|
||||
其他,PP连续-5月,S0266438,其他,其他,其他,,,,,
|
||||
其他,PP连续-9月,S0266506,其他,其他,其他,,,,,
|
||||
其他,PP：拉丝：L5E89：出厂价：华北（第二区域）：内蒙古久泰新材料（日）,ID01384463,其他,其他,其他,,,,,
|
||||
|
499
juxitingyuedudataset/特征滞后周期.csv
Normal file
499
juxitingyuedudataset/特征滞后周期.csv
Normal file
@ -0,0 +1,499 @@
|
||||
特征,滞后周期
|
||||
美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值,173
|
||||
美国:炼油厂的投入与使用情况:开工率:当周值,171
|
||||
美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值,176
|
||||
美国:墨西哥湾沿岸:炼油厂的投入与使用情况:开工率:当周值,171
|
||||
美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值,191
|
||||
美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值,191
|
||||
NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量,179
|
||||
NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量,184
|
||||
NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量,195
|
||||
NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比,184
|
||||
NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比,184
|
||||
NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比,195
|
||||
NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量,175
|
||||
NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量,194
|
||||
NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量,112
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓,186
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓,184
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓,176
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比,186
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比,184
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比,177
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量,176
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量,179
|
||||
NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量,199
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓,194
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓,184
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓,174
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比,184
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比,163
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量,176
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量,176
|
||||
NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量,23
|
||||
ICE:IPE:原油:期货:管理基金:多头持仓,146
|
||||
ICE:IPE:原油:期货:管理基金:空头持仓,194
|
||||
ICE:IPE:原油:期货:管理基金:套利持仓,170
|
||||
ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比,145
|
||||
ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比,195
|
||||
ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比,170
|
||||
ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量,179
|
||||
ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量,179
|
||||
ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量,186
|
||||
ICE:IPE:原油:期货和期权:管理基金:多头持仓,179
|
||||
ICE:IPE:原油:期货和期权:管理基金:空头持仓,165
|
||||
ICE:IPE:原油:期货和期权:管理基金:套利持仓,184
|
||||
ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比,146
|
||||
ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比,179
|
||||
ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比,174
|
||||
ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量,199
|
||||
ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量,180
|
||||
ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量,199
|
||||
IPE:WTI原油:期货(新版):管理基金:多头持仓,189
|
||||
IPE:WTI原油:期货(新版):管理基金:空头持仓,185
|
||||
IPE:WTI原油:期货(新版):管理基金:套利持仓,184
|
||||
IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比,189
|
||||
IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比,185
|
||||
IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比,186
|
||||
IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量,184
|
||||
IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量,192
|
||||
IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量,179
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:多头持仓,25
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:空头持仓,185
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:套利持仓,169
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比,25
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比,185
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比,169
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量,179
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量,194
|
||||
IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量,179
|
||||
DOE-美国汽油产量超季节性/3年,196
|
||||
美国汽油表需（周度）,172
|
||||
美国汽油产量（周度）,176
|
||||
中国炼厂原油加工量-隆众,183
|
||||
中国独立炼厂原油加工量-隆众,182
|
||||
中国主营炼厂原油加工量-隆众,186
|
||||
原油加工量：独立+主营,183
|
||||
美国汽油产量占比,196
|
||||
美国柴油产量占比,193
|
||||
美国油品表需,162
|
||||
美国原油周度表需,163
|
||||
原油：山东独立炼厂：开工率：新口径（周）超季节性/3年,186
|
||||
主营原油加工量（千桶/日）,186
|
||||
中国独立炼厂原油加工量（千桶/日）,182
|
||||
山东地炼厂常减压开工率,188
|
||||
PADD1原油投料输入量,173
|
||||
PADD2原油投料输入量,191
|
||||
PADD3原油投料输入量,171
|
||||
PADD4原油投料输入量,176
|
||||
PADD5原油投料输入量,191
|
||||
美国:炼油厂:产能利用率,171
|
||||
炼油厂开工率:山东地炼,184
|
||||
中国:产能利用率:成品油:独立炼厂,183
|
||||
中国:产能利用率:成品油:主营炼厂,187
|
||||
山东:产能利用率:成品油:独立炼厂,184
|
||||
炼油厂可运营能力利用率:美国,171
|
||||
美国:炼油厂:用于精炼的净原油投入量,171
|
||||
美国:炼油厂:用于提炼的总投入量,171
|
||||
美国:炼油厂:理论可提炼原油量,21
|
||||
美国:炼油厂:开工率,171
|
||||
中国:执行航班:国内航班(不含港澳台),42
|
||||
中国:执行航班:港澳台航班,125
|
||||
中国:执行航班:国际航班,37
|
||||
执行航班:美国:国内航班,181
|
||||
执行航班:美国:国际航班,185
|
||||
DOE-美国汽油产量,176
|
||||
DOE-柴油产量,172
|
||||
Brent-SC价差,177
|
||||
SC连2-连3月差,178
|
||||
SC连1-连6,183
|
||||
SC连1-连2,183
|
||||
SC连1-连3月差,183
|
||||
HO连1-连6,183
|
||||
HO连1-连3,188
|
||||
HO连1-连2合约,188
|
||||
RBOB连1-连2,163
|
||||
RBOB连1-连3,163
|
||||
RBOB连1-连6,190
|
||||
RBOB连2-连3月差,189
|
||||
Oman连2-连3月差,184
|
||||
Brent-Oman价差,160
|
||||
DUBAI原油贴水,110
|
||||
阿曼原油贴水,119
|
||||
SC内外价差,177
|
||||
WTI c1-c6,184
|
||||
WTI c1-c3,184
|
||||
WTI c1-c2,184
|
||||
Brent c1-c9,183
|
||||
Brent c1-c6,183
|
||||
Brent c1-c3,183
|
||||
Brent c1-c2,183
|
||||
Brent-WTI,196
|
||||
Dubai连1合约价格,0
|
||||
Dubai连1-连4月差,183
|
||||
美国RBOB期货2309月份合约价格,198
|
||||
OMAN原油：中质：远期现货DES价：山东（日）,0
|
||||
PVM Dubai EFS/Swap vs ICE First Month Brent,198
|
||||
Ebob连1合约,179
|
||||
印度原油连1合约价格,0
|
||||
ICE轻柴油连4合约价格,182
|
||||
期货结算价（活跃）：布伦特原油,0
|
||||
布伦特迪拜掉期 EFS,50
|
||||
期货结算价(连续):INE原油,178
|
||||
期货收盘价：WTI原油,0
|
||||
期货收盘价（活跃）：布伦特原油,0
|
||||
SC原油期货价格,181
|
||||
WTI连1合约价格,0
|
||||
Brent连1合约价格,0
|
||||
SC/ZC（活跃合约）,181
|
||||
Brent/迪拜原油升贴水,198
|
||||
WTI连24合约,0
|
||||
期货结算价(活跃合约):INE原油,178
|
||||
BU-SC（活跃合约）,181
|
||||
IPE布油期货结算价,0
|
||||
W-B活跃合约价差,94
|
||||
B-W活跃合约价差,94
|
||||
WTI活跃合约,0
|
||||
期货收盘价（连续）：INE原油,179
|
||||
ICE Brent c14,0
|
||||
Dubai Swap c1,0
|
||||
NYMWX WTI c5,0
|
||||
INE SC c1,178
|
||||
Oman Swap c1,0
|
||||
DME Oman c1,0
|
||||
Murban Futures c1,0
|
||||
HO连6合约,183
|
||||
库欣原油库存超季节性/5年,176
|
||||
美国商业原油库存超季节性/5年,176
|
||||
美国成品车用汽油库存占比,119
|
||||
汽油库存差,196
|
||||
美国汽油调和组分库存（周度）,183
|
||||
美国成品油库存超季节性/5年,120
|
||||
Kpler-海运在途原油,157
|
||||
全球原油库存（剔除富查伊拉）,198
|
||||
新加坡燃料油库存,111
|
||||
ARA原油及成品油库存,196
|
||||
美国汽油库销比,51
|
||||
美国成品油库存,181
|
||||
原油：山东港口：库存：新口径（周）超季节性/3年,196
|
||||
美国取暖用油库存同差,196
|
||||
原油：港口库存：中国（周）,198
|
||||
原油：库容比：山东：独立炼厂（周）,171
|
||||
原油：山东独立炼厂：厂内库存：新口径（周）,191
|
||||
原油：山东港口：库存：新口径（周）,188
|
||||
SC期货库存10期滚动标准差,197
|
||||
SC期货库存1000天百分位,190
|
||||
SC仓单（百万桶）,125
|
||||
SC期货库存,125
|
||||
彭博全球海上在运原油,186
|
||||
美国EIA原油成品油总库存（不含SPR）,196
|
||||
库欣原油库存,176
|
||||
美国商业原油库存,177
|
||||
美国战略储备原油库存,171
|
||||
美国PADD1原油库存,186
|
||||
美国PADD2原油库存,178
|
||||
美国PADD3原油库存,181
|
||||
美国PADD4原油库存,171
|
||||
美国PADD5原油库存,172
|
||||
DOE RBOB Gasoline Total Stocks Data,182
|
||||
DOE CBOB Gasoline Total Stocks Data,167
|
||||
美国原油成品油总库存（含SPR）,196
|
||||
美国:库存量:商业原油,177
|
||||
美国:库存量:商业原油:俄克拉何马库欣,176
|
||||
美国:库存量:原油和石油产品(不包括战略石油储备),196
|
||||
美国:库存量:原油和石油产品(包括战略石油储备),196
|
||||
美国:库存量:原油(包括战略石油储备):阿拉斯加(船上)转运,187
|
||||
库存:原油,177
|
||||
美国调和汽油库存,183
|
||||
全球原油海陆总量,185
|
||||
全球原油浮仓(>7天),189
|
||||
ARA原油库存,167
|
||||
富查伊拉原油海陆库存,198
|
||||
富查伊拉原油陆上库存,198
|
||||
美国成品车用汽油库存,181
|
||||
全球海陆原油总量,185
|
||||
全球海上原油,160
|
||||
全球陆上岸罐原油库存,184
|
||||
全球原油浮仓总量,189
|
||||
全球原油陆上SPR库存,105
|
||||
全球原油陆上库容,156
|
||||
全球原油陆上库容率,192
|
||||
全球原油陆上商业和炼厂库存,185
|
||||
WTI-LLS价差,178
|
||||
DFL(Dated-主力布伦特）,199
|
||||
DFL(即期布伦特-布伦特期货C1）,199
|
||||
Brent现货价格-Brent连4,199
|
||||
Brent现货价格-Brent连3,199
|
||||
布伦特现货价格-Brent连2,199
|
||||
Brent 连2-连3超季节性/3年,190
|
||||
Brent连2-WTI连2超季节性/3年,190
|
||||
Brent连3-WTI连2超季节性/3年,190
|
||||
Brent连4-WTI连4,197
|
||||
Brent连4-WTI连3,191
|
||||
Brent连4-WTI连2,190
|
||||
Brent连4-WTI连1,190
|
||||
Brent连3-WTI连4,197
|
||||
Brent连3-WT连3,196
|
||||
Brent连3-WTI连2,190
|
||||
Brent连3-WTI连1,190
|
||||
Brent连2-WTI连4,183
|
||||
Brent连2-WTI连3,197
|
||||
Brent连2-WTI连2,191
|
||||
Brent连2-WTI连1,190
|
||||
Brent连1-WTI连4,183
|
||||
Brent连1-WTI连3,183
|
||||
Brent连1-WTI连2,196
|
||||
美国汽油裂解价差超季节性/3年,119
|
||||
LLS-Brent价差,196
|
||||
Brent-LLS价差,196
|
||||
Forties - Brent c1,199
|
||||
WTI 3:2:1裂解价差超季节性/5年,185
|
||||
SC C1-C2月差,183
|
||||
Dubai FOB M1-M2,78
|
||||
WTI原油Cushing-C1,178
|
||||
Brent连1-连4,183
|
||||
新加坡汽油裂解价差,185
|
||||
DFL,199
|
||||
Dubai 连2-连3,1
|
||||
WTI 连2-连3月差,184
|
||||
Brent 连2-连3,184
|
||||
Dubai-WTI价差,190
|
||||
WTI连1-连2月差,184
|
||||
Brent连6-连12,0
|
||||
Brent连1-连9月差,183
|
||||
Brent连1-连6月差,183
|
||||
Brent连1-连2月差,183
|
||||
WTI连1-连4,184
|
||||
BrentC1-C2,183
|
||||
B-W价差,196
|
||||
欧洲Brent成品油裂解价差（领先一周）,174
|
||||
马瑞原油：现货价：山东（日）,182
|
||||
沙特中质OSP（日度）,184
|
||||
沙轻欧洲OSP（日度）,184
|
||||
美国MEH轻原油现货价格（美湾）,0
|
||||
马瑞原油：重质：DES价：委内瑞拉（日）,183
|
||||
巴重FOB出口亚洲现货价格,182
|
||||
Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度）,184
|
||||
沙轻OSP（日度）,184
|
||||
Brent油价30日动能,189
|
||||
沙特轻质日度osp,184
|
||||
巴轻OSP（日度）,198
|
||||
美湾低硫柴油现货价格,182
|
||||
Midland原油现货价格,0
|
||||
欧洲柴油现货价格,182
|
||||
WTI原油现货价格Cushing,0
|
||||
Brent原油现货价格,179
|
||||
LLS原油现货价格,0
|
||||
美国墨西哥湾87#汽油现货价格,184
|
||||
美国MARS原油现货价格,0
|
||||
现货价:马瑞原油:山东,182
|
||||
国内马瑞与SC比价,177
|
||||
美湾WTI211裂解价差,182
|
||||
Asia Tapis 211 裂解价差,190
|
||||
迪拜原油211裂解价差,123
|
||||
丙烷CFR华南/布伦特原油比价,184
|
||||
欧洲Brent成品油裂解价差,178
|
||||
美国汽油裂解价差,184
|
||||
美国取暖油裂解价差,107
|
||||
Dubai连3合约价格,0
|
||||
WTI 3:2:1裂解价差,184
|
||||
新加坡汽油裂解,178
|
||||
欧洲汽油裂解,181
|
||||
欧洲柴油裂解,188
|
||||
CFTC Crude Oil Furtures,174
|
||||
WTIC1-C2,184
|
||||
Brent主力收盘价,0
|
||||
现货价:原油:科威特能源公司,0
|
||||
现货价:原油:美国西德克萨斯中级轻质原油(WTI),0
|
||||
现货价:原油:英国布伦特Dtd,179
|
||||
现货价:原油(阿联酋迪拜),182
|
||||
现货价:原油(阿曼),182
|
||||
现货价:原油(马来西亚塔皮斯),182
|
||||
现货价:原油(印尼杜里),0
|
||||
现货价:原油(印尼米纳斯),0
|
||||
现货价:原油(印尼辛塔),183
|
||||
现货价:原油(中国大庆),0
|
||||
现货价:原油(中国胜利),0
|
||||
OPEC:一揽子原油价格,182
|
||||
现货价:原油(布伦特):FOB欧洲,0
|
||||
现货价:原油(西德克萨斯中级轻质原油(WTI)):FOB库欣,0
|
||||
中国:现货领先价格:中质含硫原油,156
|
||||
中国:一揽子原油价格变化率,198
|
||||
收盘价:原油指数,181
|
||||
原油运输指数(BDTI),166
|
||||
Dubai FOB M1,182
|
||||
Dubai FOB M2,0
|
||||
Dubai FOB M3,0
|
||||
Oman FOB M1,0
|
||||
Forties - Dated Brent,199
|
||||
Forties FOB,182
|
||||
美国柴油零售价格,176
|
||||
美国车用汽油零售价格,186
|
||||
新加坡航煤裂解,188
|
||||
美国MARS贴水（WTI）,187
|
||||
美国汽油净进口（周度）,196
|
||||
美国炼厂产能利用率同差,182
|
||||
美国炼厂产能利用率超季节性/5年,182
|
||||
原油：主营炼厂：加工量：中国（周）,186
|
||||
原油：开工率：东北地区：独立炼厂（周）,198
|
||||
原油：常减压：产能利用率：山东：独立炼厂（周）,183
|
||||
美国原油活跃钻机数同差,183
|
||||
原油加工量/主营+独立,183
|
||||
美国炼厂原油输入量超季节性/3年,182
|
||||
美国总钻机数,197
|
||||
原油：独立炼厂：加工量：中国（周）,182
|
||||
原油：常减压：独立炼厂：产能利用率：中国（周）,182
|
||||
彭博全球海上浮仓+在运原油,188
|
||||
原油：山东独立炼厂：开工率：新口径（周）,183
|
||||
美国炼厂可用产能,115
|
||||
美国原油周度调整项,167
|
||||
中国32家地炼开工率,183
|
||||
美国原油和天然气钻机总数,197
|
||||
彭博美国墨西哥湾海上浮仓,195
|
||||
ArkomaWoodford活跃钻机数,38
|
||||
CanaWoodford活跃钻机数,187
|
||||
DJ-Niobrara活跃钻机数,181
|
||||
GraniteWash活跃钻机数,191
|
||||
Haynesville活跃钻机数,157
|
||||
Utica活跃钻机数,183
|
||||
加拿大原油活跃钻机数,196
|
||||
Permian盆地钻机数,196
|
||||
EagleFord钻机数,94
|
||||
Williston盆地钻机数,135
|
||||
Marcellus钻机数,182
|
||||
ArkmoreWoodford钻机数,177
|
||||
全球海上浮仓,177
|
||||
彭博西非海上浮仓,109
|
||||
彭博亚洲海上浮仓,199
|
||||
彭博欧洲海上浮仓,177
|
||||
彭博北海海上浮仓,191
|
||||
彭博中东海上浮仓,108
|
||||
美国墨西哥湾原油钻机数,197
|
||||
美国陆上水域钻机数,197
|
||||
美国海上钻机数,197
|
||||
美国陆上钻机数,109
|
||||
美国炼厂原油输入量,171
|
||||
FracSpread完井数,196
|
||||
美国国内周度原油产量,171
|
||||
美国原油活跃钻机数,197
|
||||
美国炼厂产能利用率,171
|
||||
EIA周度NGL产量,176
|
||||
原油：加工量：中国（周）,183
|
||||
美国:企业债利差:美银美国高收益CCC或以下级企业债期权调整利差,195
|
||||
钻机数量:美国:当周值,197
|
||||
钻机数量:加拿大:当周值,196
|
||||
美国:产量:原油,171
|
||||
美国可利用天然气库存（48州合计）,186
|
||||
US Oil & Gas Exploration & Drilling Frac Spread Count,196
|
||||
Lower48原油产量,171
|
||||
美国车用汽油混合成分净投入量,196
|
||||
Kpler-沙特原油出口,198
|
||||
Saudi,198
|
||||
Saudi-Kuwaiti Neutral Zone,94
|
||||
Kpler-OPEC+原油海运出口,198
|
||||
Kpler-OPEC+（除OPEC）原油海运出口,0
|
||||
Kpler-OPEC原油海运出口,198
|
||||
Kpler-OPEC中东原油海运出口,198
|
||||
iraq,0
|
||||
Kpler-阿联酋原油海运出口,198
|
||||
Kpler-科威特原油海运出口,198
|
||||
Nigeria,198
|
||||
Brazil,0
|
||||
Mexico,94
|
||||
Iran,94
|
||||
Oman,198
|
||||
Libya,0
|
||||
Venezuela,94
|
||||
Algeria,0
|
||||
Malaysia,0
|
||||
Republic of the Congo,0
|
||||
Gabon,0
|
||||
Sudan,198
|
||||
Equatorial Guinea,0
|
||||
Brunei,198
|
||||
Kazakhstan,198
|
||||
美国原油海运出口,198
|
||||
DOE-航煤净进口,171
|
||||
DOE-美国汽油净进口,196
|
||||
DOE-美国馏分燃料油净进口,172
|
||||
美国原油周度净进口,167
|
||||
美国原油总出口,166
|
||||
美国原油进口（除SPR）,186
|
||||
美国原油总进口（含SPR）,186
|
||||
VLCC:中东-中国,185
|
||||
Suezmax：阿拉伯海湾-地中海,193
|
||||
DOE-美国汽油进口,187
|
||||
DOE-美国汽油出口,196
|
||||
DOE-馏分燃料油进口,67
|
||||
DOE-美国馏分燃料油出口,172
|
||||
DOE-航煤进口,157
|
||||
DOE-航煤出口,172
|
||||
全球原油海上总量,158
|
||||
Kpler-俄罗斯原油海运周度出口,0
|
||||
kpler-United States原油进口,0
|
||||
德国原油海运进口,198
|
||||
欧洲原油海运进口,0
|
||||
印度原油海运进口,198
|
||||
中国原油海运进口,0
|
||||
美国汽油海运出口,0
|
||||
俄罗斯柴油海运出口,198
|
||||
俄罗斯成品油海运出口,0
|
||||
美国柴油海运出口,198
|
||||
美国成品油海运出口,94
|
||||
俄罗斯汽油海运出口,198
|
||||
美国原油净进口,198
|
||||
10年期美国国债收益率,181
|
||||
2年期美国国债收益率,183
|
||||
美元指数,175
|
||||
期货收盘价(活跃合约):COMEX黄金,196
|
||||
伦敦现货白银:以美元计价,197
|
||||
现货结算价:LME铜,175
|
||||
莱茵河水位,180
|
||||
西北欧陆上原油库存和浮仓总量,189
|
||||
西北欧陆上原油浮仓,195
|
||||
英国陆上原油库存,196
|
||||
瑞典陆上原油库存,177
|
||||
西班牙陆上原油库存,174
|
||||
葡萄牙陆上原油库存,110
|
||||
波兰陆上原油库存,194
|
||||
挪威陆上原油库存,167
|
||||
荷兰陆上原油库存,172
|
||||
立陶宛陆上原油库存,0
|
||||
爱尔兰陆上原油库存,151
|
||||
德国陆上原油库存,198
|
||||
法国陆上原油库存,191
|
||||
丹麦陆上原油库存,63
|
||||
比利时陆上原油库存,162
|
||||
西北欧陆上原油SPR库存,185
|
||||
西北欧陆上原油炼厂库存,195
|
||||
西北欧陆上原油商业库存,185
|
||||
西北欧陆上原油库容,0
|
||||
西北欧陆上原油库存,190
|
||||
ovx index,118
|
||||
dxy curncy,175
|
||||
C2403128043,0
|
||||
C2403150124,194
|
||||
FVHCM1 INDEX,107
|
||||
doedtprd index,176
|
||||
CFFDQMMN INDEX,186
|
||||
C2403083739,186
|
||||
C2404167878,186
|
||||
ovx index_y,118
|
||||
lmcads03 lme comdty,175
|
||||
GC1 COMB Comdty,195
|
||||
C2404167855,184
|
||||
y收益率,191
|
||||
year,143
|
||||
month,184
|
||||
day,199
|
||||
dayofweek,198
|
||||
weekofyear,185
|
||||
dayofyear,185
|
||||
quarternum,27
|
||||
dayofquarter,185
|
||||
is_month_start,194
|
||||
is_month_end,195
|
||||
is_quarter_start,90
|
||||
is_quarter_end,0
|
||||
is_year_start,0
|
||||
is_year_end,0
|
||||
|
BIN
juxitingyuedudataset/特征重要度1.png
Normal file
BIN
juxitingyuedudataset/特征重要度1.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 48 KiB |
188
juxitingyuedudataset/特征频度统计.csv
Normal file
188
juxitingyuedudataset/特征频度统计.csv
Normal file
@ -0,0 +1,188 @@
|
||||
日度(187),周度(89)
|
||||
PP主力收盘价拟合残差/丙烷 CP M1,PE注塑开工率/周
|
||||
PP粉料（山东）/拼接,PP：看跌比例：中国（周）
|
||||
BOPP：成本：中国（日）,PP：看平比例：中国（周）
|
||||
PP无纺布生产成本（日）,PP：看升比例：中国（周）
|
||||
CPP薄膜成本（日）,PP看空情绪指数环差
|
||||
PET瓶片：利润：中国（日）7DMA,PP多空情绪强弱指数
|
||||
再生PP市场价/山东（日）,塑编产成品库存
|
||||
美国-中国PS（GPPS）价差,塑编订单天数
|
||||
PP拉丝国内现货价格,塑编产成品库存天数
|
||||
PP主力收盘价,塑编原材料库存天数
|
||||
PP粉料（山东）,塑编整体开工率
|
||||
PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日）,PP管材开工率
|
||||
PP：低熔共聚：K8003：自提价：广州：宝丰能源（日）,PP无纺布开工率
|
||||
PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日）,BOPP开工率
|
||||
PP：薄壁注塑：HP648T：市场价：临沂：万华化学（日）,中国PP无纺布原料库存天数
|
||||
PP拉丝（山东）,中国PP无纺布原料库存量
|
||||
PP：拉丝：1102K：市场价：青州：国家能源宁煤（日）,中国PP无纺布成品库存天数
|
||||
现货价(中间价):均聚聚丙烯(PP-H):CFR远东,西北欧：现货价：FOB低密度聚乙烯
|
||||
现货价(中间价):聚丙烯PP(纤维/注塑):CFR东南亚,中国BOPP原料库存天数
|
||||
现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧,中国BOPP成品库存天数
|
||||
现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦,中国BOPP成品库存量
|
||||
DCE：工业产品：期货价格综合指数收盘价（日）,中国BOPP订单天数
|
||||
DCE：化工产品：期货价格指数收盘价（日）,中国PP下游平均开工率
|
||||
DCE：塑料：期货价格指数收盘价（日）,PP无纺布：厂内库存：中国（周）
|
||||
PP.DCE收盘价,价差：聚乙烯与乙烯（西北欧）
|
||||
PP：拉丝：L5E89：出厂价：河北、鲁北：大唐内蒙多伦（日）,PP拉丝期末库存（周）
|
||||
PP：拉丝：HP550J：市场价：青岛：金能化学（日）,PP期末库存/广州港（周）
|
||||
PP：低熔共聚：2500HY：市场价：临沂：国家能源宁煤（日）,PP期末库存/宁波港（周）
|
||||
PP：低熔共聚：EPS30R：市场价：临沂：榆能化（日）,PP：期末库存：青岛港（周）
|
||||
PP：低熔共聚：K8003：出厂价：常州：宝丰能源（日）,PP期末库存/上海港（周）
|
||||
PP：低熔共聚：K8003：市场价：杭州：东华能源（宁波）（日）,PP期末库存/天津港（周）
|
||||
PP：低熔共聚：2500H：市场价：台州：国家能源宁煤（日）,PP期末库存/厦门港（周）
|
||||
PP：低熔共聚：2500H：市场价：厦门：国家能源宁煤（日）,PP贸易商库存(钢联)同比
|
||||
PP：中熔共聚：SP179：市场价：临沂：辽宁华锦（日）,BOPP原料库存+产成品库存天数
|
||||
PP：中熔共聚：YPJ1215C：出厂价：华东地区：扬子石化（日）,PP周度总库存
|
||||
PP：中熔共聚：PPB-M09：出厂价：华东地区：镇海炼化（日）,中国BOPP原料库存天数同差
|
||||
PP：中熔共聚：EP440N：出厂价：华南地区：中科炼化（日）,中国PP港口期末库存
|
||||
PP：中熔共聚：K8009：出厂价：华南地区：广州石化（日）,PP粉料库存（吨）变化
|
||||
PP：高熔共聚：M30RH：市场价：合肥：中安联合（日）,PP下游原料库存天数
|
||||
PP：高熔共聚：2240S：自提价：常州：国家能源宁煤（日）,塑编原材料库存
|
||||
PP：薄壁注塑：1040TE：出厂价：华东地区：宁夏神华宁煤（日）,PP两油+煤制库存
|
||||
PP：薄壁注塑：HP648T：出厂价：华东地区：浙江石油化工（日）,PP炼厂库存+PDH库存
|
||||
PP：薄壁注塑：1040TE：出厂价：华南地区：宁夏神华宁煤（日）,PP库存（煤制）
|
||||
PP：薄壁注塑：PPH-MN60：出厂价：华南地区：中石化北海（日）,PP库存 (地方炼厂)
|
||||
PP：薄壁注塑：TM6000H：出厂价：华南地区：福建联合石化（日）,PP上游库存（两油+煤+PDH+地方）
|
||||
PP：透明：PPR-B10：出厂价：华中地区：中原中石化（日）,中国CPP原料库存天数
|
||||
PP：透明：PPR-MT25：出厂价：华中地区：中原中石化（日）,中国CPP成品库存量
|
||||
PP：透明：PPR-MT75N：出厂价：华中地区：中原中石化（日）,中国CPP成品库存天数
|
||||
PP：无规共聚：HC-M700B：出厂价：华北地区：山东东明（日）,PP下游原料库存
|
||||
热水管：PA14D-2：市场价：临沂：大庆炼化（日）,PP库存(PDH)
|
||||
热水管：PA14D：出厂价：华东地区：大庆炼化（日）,PP上游库存(两油+煤+PDH）
|
||||
CPP：二元共聚膜：F800EDF：出厂价：华东地区：上海石化（日）,PP粉料库存
|
||||
CPP：二元共聚膜：F08EC：出厂价：华东地区：镇海炼化（日）,中国BOPP原料库存量
|
||||
热水管：T4401：出厂价：华南地区：茂名石化（日）,BOPP订单天数-产成品库存天数（隆众）
|
||||
热水管：PPR-4220：出厂价：华南地区：广州石化（日）,PP库存：两桶油（周）
|
||||
PP：BOPP：PPH-FL03-S：出厂价：华北地区：青岛炼化（日）,PP（PDH制）企业库存（周）
|
||||
PP：BOPP：L5D98：出厂价：华南地区：广东石化（日）,PP粉工厂库存（周）
|
||||
PP：BOPP：PPH-F03D：出厂价：华南地区：海南炼化装置一（日）,PP港口库存（周）
|
||||
CPP：二元共聚膜：PPR-F08M-S：出厂价：华南地区：茂名石化（日）,BOPP开工率(隆众)同差
|
||||
CPP：二元共聚膜：PPR-F08-S：出厂价：华南地区：茂名石化（日）,PP下游综合开工率/2WMA
|
||||
PP纺粘无纺布：SSS：市场价：山东（日）,PP下游综合开工率同差
|
||||
BOPP：12μ光膜：出厂价：华北地区：凯达包装（日）,PP周度产量/4WMA
|
||||
BOPP：生产毛利：中国（日）,PP粉检修减损量（周）
|
||||
塑编：透明：30cm*45cm：市场价：山东（日）,PP周度产量同差
|
||||
PP粉：45：出厂价：华东地区：浙江鸿基（日）,PP周度开工率
|
||||
PP：拉丝：市场价：西北地区（日）,PP下游开工/PE下游开工
|
||||
主流价：PP粉料：临沂,PP管材开工率同差
|
||||
PDH制PP利润（山东）,PP粉料开工率（4WMA）
|
||||
华东拉丝-CP,PP下游综合开工率（少注塑&CPP）
|
||||
山东拉丝-CP,BOPP开工率同差
|
||||
山东拉丝-丙烯价差,BOPP开工率（4WMA）
|
||||
PP-3*MA主力,PP粉料开工率
|
||||
PP-SC价差（7吨桶比）,PP周度检修率
|
||||
京博-滨化价差（不含税/1.13/580）,PP周度产量周环差
|
||||
滨化PDH利润（1.169/含税）,PP周度产量同比
|
||||
滨化丙烯-京博PP边际贡献（不含税/600/收率1.169）,PP周度产量年初至今累计值
|
||||
PDH利润（山东/丙烯）,PP粉：产量：中国（周）
|
||||
滨化丙烷-PP边际贡献（不含税/580/收率1.13）,PP开工率（周）
|
||||
滨化丙烷-PP边际贡献（不含税/510/收率1.169）,PP产量（周）
|
||||
PP期货-丙烯价差（山东）/400DMA,PP下游成品库存天数
|
||||
PP-FEI M4(含税成本),PP部分下游订单天数
|
||||
PP-FEI M3(含税成本),中国BOPP订单天数同差
|
||||
PP-FEI M2（含税成本）,中国BOPP订单天数/4WMA
|
||||
PP-FEI M1（含税成本）,BOPP完工订单工作量（周）
|
||||
PP-FEI价差,BOPP开工率超季节性/3年
|
||||
PP期货-丙烯价差（山东）,中国BOPP成品库存量同差
|
||||
L-P价差（盘面）,中国CPP订单天数
|
||||
油制PP利润（华东）,BOPP 订单-成品天数
|
||||
9-1月差（PP）,中国：华东地区：市场平均价：BOPP厚光膜
|
||||
5-9月差（PP）,
|
||||
1-5月差（PP）,
|
||||
PDH制PP利润（华东）指数修匀,
|
||||
PDH制PP利润（华东）,
|
||||
PDH制PP利润（华南）,
|
||||
拉丝区域价差（华南-华东）,
|
||||
拉丝区域价差（华东-华北）,
|
||||
拉丝区域价差（华南-华北）,
|
||||
低熔共聚-拉丝价差（华南）,
|
||||
薄壁-拉丝价差（华北）,
|
||||
透明-拉丝价差（华北）,
|
||||
透明-拉丝价差（华东）,
|
||||
透明料基差,
|
||||
透明-PP盘面价差（华北）,
|
||||
PP-3MA价差（盘面）,
|
||||
PP-LPG价差（盘面）,
|
||||
布伦特-PP价差（盘面）,
|
||||
外采丙烯制聚丙烯利润（山东）,
|
||||
L-P价差,
|
||||
品类价差：低熔共聚-拉丝（华南）,
|
||||
拉丝收盘基差（华北）,
|
||||
低熔共聚基差（华东）,
|
||||
中熔共聚基差（华东）,
|
||||
高熔共聚基差（华东）,
|
||||
低熔共聚基差（华北）,
|
||||
中熔共聚基差（华北）,
|
||||
高熔共聚基差（华北）,
|
||||
拉丝基差,
|
||||
PP主力收盘价-山东丙烯主流价,
|
||||
PP粉（聚合法）生产利润,
|
||||
华东外采丙烯制PP粉利润,
|
||||
山东PDH制PP粒利润,
|
||||
华南PDH制PP粒利润,
|
||||
内陆MTO制PP粒利润,
|
||||
聚烯烃两油库存同比,
|
||||
聚烯烃两油库存1000天百分位,
|
||||
聚烯烃两油库存,
|
||||
PP：进口：毛利：中国（日）,
|
||||
PP检修损失量（万吨/年）,
|
||||
PP日度产量1000天百分位,
|
||||
PP开工率/2WMA,
|
||||
PP开工率同差,
|
||||
PP日度开工率,
|
||||
PP粉产量/中国（日）,
|
||||
PP开工率/华北地区（日）,
|
||||
PP开工率/华东地区（日）,
|
||||
PP开工率/华南地区（日）,
|
||||
PP开工率/华中地区（日）,
|
||||
PP开工率/西北地区（日）,
|
||||
PP开工率/西南地区（日）,
|
||||
PP日产/PE日产,
|
||||
PP粉料产量(钢联)7DMA,
|
||||
PP日度产量（粒料+粉料）,
|
||||
PP无纺布生产毛利,
|
||||
PP日度产量7DMA,
|
||||
PP周度产量变频,
|
||||
PP开工率/7DMA,
|
||||
PP日度产量同差,
|
||||
PP日度产量同比,
|
||||
PP日度产量环差,
|
||||
PP开工率（1MMA）,
|
||||
PP日度产量（1MMA）,
|
||||
PP：高熔纤维：生产比例：中国（日）,
|
||||
BOPP订单天数变频,
|
||||
LME铜价,
|
||||
黄金连1合约,
|
||||
Brent-WTI,
|
||||
美元指数,
|
||||
甲醇鲁南价格,
|
||||
甲醇太仓港口价格,
|
||||
山东丙烯主流价,
|
||||
丙烷（山东）,
|
||||
FEI丙烷 M1,
|
||||
在岸人民币汇率,
|
||||
南华工业品指数,
|
||||
PVC期货主力,
|
||||
PE期货收盘价,
|
||||
PP连续-1月,
|
||||
PP连续-5月,
|
||||
PP连续-9月,
|
||||
PP：拉丝：L5E89：出厂价：华北（第二区域）：内蒙古久泰新材料（日）,
|
||||
y,
|
||||
year,
|
||||
month,
|
||||
day,
|
||||
dayofweek,
|
||||
weekofyear,
|
||||
dayofyear,
|
||||
quarternum,
|
||||
dayofquarter,
|
||||
is_month_start,
|
||||
is_month_end,
|
||||
is_quarter_start,
|
||||
is_quarter_end,
|
||||
is_year_start,
|
||||
is_year_end,
|
||||
weekofmonth,
|
||||
yearmonthweeks,
|
||||
|
14
juxitingyuedudataset/特征频度统计.txt
Normal file
14
juxitingyuedudataset/特征频度统计.txt
Normal file
@ -0,0 +1,14 @@
|
||||
特征信息：总共有274个,日度(187),周度(89), 详看 附1、特征列表
|
||||
时序数据工程处理：
|
||||
1. 时序对齐处理
|
||||
- 按观测时间升序排列，确保最新数据位于序列末端
|
||||
2. 空值特征筛除
|
||||
- 删除全空值特征列（缺失率=100%）
|
||||
3. 失效指标剔除
|
||||
- 基于最近两个月数据更新状态，移除停止更新的指标
|
||||
4. 多粒度特征时序化处理
|
||||
- 非日度指标采用前向/后向插值法转化为日频数据：
|
||||
▶ 后向填充：当周度指标在周五更新时，用上周五值填充当周前四日
|
||||
▶ 前向填充：对数据采集起始日的空白值，采用首个有效值前推填充
|
||||
数据特征相关性分析：
|
||||
|
||||
270
juxitingyuedudataset/相关系数 - 副本.csv
Normal file
270
juxitingyuedudataset/相关系数 - 副本.csv
Normal file
@ -0,0 +1,270 @@
|
||||
,0
|
||||
PP主力收盘价拟合残差/丙烷 CP M1,0.5174
|
||||
PP粉料（山东）/拼接,0.8147
|
||||
BOPP：成本：中国（日）,0.8488
|
||||
PP无纺布生产成本（日）,0.7755
|
||||
CPP薄膜成本（日）,0.4941
|
||||
PE注塑开工率/周,-0.0864
|
||||
PET瓶片：利润：中国（日）7DMA,-0.3119
|
||||
PP：看跌比例：中国（周）,-0.4442
|
||||
PP：看平比例：中国（周）,0.0535
|
||||
PP：看升比例：中国（周）,0.4338
|
||||
PP看空情绪指数环差,-0.1427
|
||||
PP多空情绪强弱指数,0.4642
|
||||
再生PP市场价/山东（日）,-0.1127
|
||||
印度粉矿：57%Fe：品牌价格：青岛港,0.2855
|
||||
美国-中国PS（GPPS）价差,0.1536
|
||||
塑编产成品库存,-0.1971
|
||||
塑编订单天数,-0.0601
|
||||
塑编产成品库存天数,0.1
|
||||
塑编原材料库存天数,-0.154
|
||||
塑编整体开工率,-0.1495
|
||||
PP管材开工率,0.2842
|
||||
PP无纺布开工率,-0.1074
|
||||
BOPP开工率,0.4158
|
||||
中国PP无纺布原料库存天数,0.3918
|
||||
中国PP无纺布原料库存量,0.128
|
||||
中国PP无纺布成品库存天数,-0.0068
|
||||
PP拉丝国内现货价格,0.8238
|
||||
PP主力收盘价,0.9106
|
||||
PP粉料（山东）,0.8147
|
||||
PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日）,0.8418
|
||||
PP：低熔共聚：K8003：自提价：广州：宝丰能源（日）,0.5964
|
||||
PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日）,0.5972
|
||||
PP：薄壁注塑：HP648T：市场价：临沂：万华化学（日）,0.6364
|
||||
PP：拉丝：1102K：市场价：临沂：国家能源宁煤（日）,0.8397
|
||||
PP：拉丝：1102K：市场价：青州：国家能源宁煤（日）,0.8335
|
||||
现货价(中间价):均聚聚丙烯(PP-H):CFR远东,0.5302
|
||||
现货价(中间价):聚丙烯PP(纤维/注塑):CFR东南亚,0.351
|
||||
现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧,0.2416
|
||||
现货价(中间价):均聚聚丙烯(PP-H):FOB中东,0.4847
|
||||
现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦,0.3371
|
||||
DCE：工业产品：期货价格综合指数收盘价（日）,0.7625
|
||||
DCE：化工产品：期货价格指数收盘价（日）,0.742
|
||||
DCE：塑料：期货价格指数收盘价（日）,0.5711
|
||||
PP.DCE收盘价,0.9106
|
||||
西北欧：现货价：FOB低密度聚乙烯,0.0914
|
||||
中国BOPP原料库存天数,0.2167
|
||||
中国BOPP成品库存天数,-0.3472
|
||||
中国BOPP成品库存量,-0.3453
|
||||
中国BOPP订单天数,0.1746
|
||||
中国PP下游平均开工率,0.1941
|
||||
PP无纺布：厂内库存：中国（周）,-0.0719
|
||||
PP：拉丝：L5E89：出厂价：河北、鲁北：大唐内蒙多伦（日）,0.8366
|
||||
PP：拉丝：HP550J：市场价：青岛：金能化学（日）,0.8346
|
||||
PP：低熔共聚：2500HY：市场价：临沂：国家能源宁煤（日）,0.601
|
||||
PP：低熔共聚：EPS30R：市场价：临沂：榆能化（日）,0.6869
|
||||
PP：低熔共聚：K8003：出厂价：常州：宝丰能源（日）,0.6116
|
||||
PP：低熔共聚：K8003：市场价：杭州：东华能源（宁波）（日）,0.6926
|
||||
PP：低熔共聚：2500H：市场价：台州：国家能源宁煤（日）,0.5912
|
||||
PP：低熔共聚：2500H：市场价：厦门：国家能源宁煤（日）,0.6678
|
||||
PP：中熔共聚：SP179：市场价：临沂：辽宁华锦（日）,0.6641
|
||||
PP：中熔共聚：YPJ1215C：出厂价：华东地区：扬子石化（日）,0.659
|
||||
PP：中熔共聚：PPB-M09：出厂价：华东地区：镇海炼化（日）,0.5021
|
||||
PP：中熔共聚：EP440N：出厂价：华南地区：中科炼化（日）,0.7239
|
||||
PP：中熔共聚：K8009：出厂价：华南地区：广州石化（日）,0.5995
|
||||
PP：高熔共聚：EP300R：市场价：青岛：宝来石化（日）,0.5407
|
||||
PP：高熔共聚：M30RH：市场价：合肥：中安联合（日）,0.5421
|
||||
PP：高熔共聚：2240S：自提价：常州：国家能源宁煤（日）,0.4207
|
||||
PP：薄壁注塑：M60ET：出厂价：华东地区：镇海炼化（日）,0.7565
|
||||
PP：薄壁注塑：1040TE：出厂价：华东地区：宁夏神华宁煤（日）,0.8331
|
||||
PP：薄壁注塑：HP648T：出厂价：华东地区：浙江石油化工（日）,0.292
|
||||
PP：薄壁注塑：1040TE：出厂价：华南地区：宁夏神华宁煤（日）,0.8369
|
||||
PP：薄壁注塑：PPH-MN60：出厂价：华南地区：中石化北海（日）,0.7207
|
||||
PP：薄壁注塑：TM6000H：出厂价：华南地区：福建联合石化（日）,0.5315
|
||||
PP：透明：PPR-B10：出厂价：华中地区：中原中石化（日）,0.2432
|
||||
PP：透明：PPR-MT25：出厂价：华中地区：中原中石化（日）,0.5605
|
||||
PP：透明：PPR-MT75N：出厂价：华中地区：中原中石化（日）,0.5053
|
||||
PP：无规共聚：HC-M700B：出厂价：华北地区：山东东明（日）,0.6029
|
||||
热水管：PA14D-2：市场价：临沂：大庆炼化（日）,-0.0598
|
||||
热水管：PA14D：出厂价：华东地区：大庆炼化（日）,-0.1107
|
||||
CPP：二元共聚膜：F800EDF：出厂价：华东地区：上海石化（日）,0.4078
|
||||
CPP：二元共聚膜：F08EC：出厂价：华东地区：镇海炼化（日）,0.4085
|
||||
热水管：T4401：出厂价：华南地区：茂名石化（日）,0.2507
|
||||
热水管：PPR-4220：出厂价：华南地区：广州石化（日）,-0.1508
|
||||
PP：BOPP：PPH-FL03-S：出厂价：华北地区：青岛炼化（日）,0.8108
|
||||
PP：BOPP：L5D98：出厂价：华南地区：广东石化（日）,0.7847
|
||||
PP：BOPP：PPH-F03D：出厂价：华南地区：海南炼化装置一（日）,0.6972
|
||||
CPP：二元共聚膜：PPR-F08M-S：出厂价：华南地区：茂名石化（日）,0.6263
|
||||
CPP：二元共聚膜：PPR-F08-S：出厂价：华南地区：茂名石化（日）,0.6309
|
||||
PP纺粘无纺布：SSS：市场价：山东（日）,0.0844
|
||||
PP无纺布：生产毛利：中国（周）,-0.5049
|
||||
BOPP：12μ光膜：出厂价：华北地区：凯达包装（日）,0.5623
|
||||
BOPP：生产毛利：中国（日）,0.0686
|
||||
塑编：透明：30cm*45cm：市场价：山东（日）,0.4441
|
||||
PDH制PP利润（山东）,-0.5863
|
||||
华东拉丝-CP,-0.032
|
||||
山东拉丝-CP,0.0079
|
||||
山东拉丝-丙烯价差,-0.0999
|
||||
PP-3*MA主力,-0.2621
|
||||
PP-SC价差（7吨桶比）,-0.0648
|
||||
京博-滨化价差（不含税/1.13/580）,-0.5325
|
||||
滨化PDH利润（1.169/含税）,-0.5164
|
||||
滨化丙烯-京博PP边际贡献（不含税/600/收率1.169）,-0.4909
|
||||
PDH利润（山东/丙烯）,-0.5145
|
||||
滨化丙烷-PP边际贡献（不含税/580/收率1.13）,-0.4672
|
||||
滨化丙烷-PP边际贡献（不含税/510/收率1.169）,-0.4814
|
||||
PP期货-丙烯价差（山东）/400DMA,0.0936
|
||||
PP-FEI M4(含税成本),-0.2376
|
||||
PP-FEI M3(含税成本),-0.3029
|
||||
PP-FEI M2（含税成本）,-0.347
|
||||
PP-FEI M1（含税成本）,-0.3878
|
||||
价差：聚乙烯与乙烯（西北欧）,-0.0562
|
||||
PP-FEI价差,-0.4344
|
||||
PP期货-丙烯价差（山东）,0.1396
|
||||
L-P价差（盘面）,0.423
|
||||
油制PP利润（华东）,-0.3043
|
||||
9-1月差（PP）,-0.4697
|
||||
5-9月差（PP）,-0.2034
|
||||
1-5月差（PP）,0.491
|
||||
PDH制PP利润（华东）指数修匀,-0.6333
|
||||
PDH制PP利润（华东）,-0.6147
|
||||
PDH制PP利润（华南）,-0.4396
|
||||
拉丝区域价差（华南-华东）,-0.2776
|
||||
拉丝区域价差（华东-华北）,-0.3697
|
||||
拉丝区域价差（华南-华北）,-0.3705
|
||||
低熔共聚-拉丝价差（华南）,-0.0337
|
||||
薄壁-拉丝价差（华北）,-0.4221
|
||||
透明-拉丝价差（华北）,-0.3056
|
||||
透明-拉丝价差（华东）,0.0022
|
||||
透明料基差,-0.0752
|
||||
透明-PP盘面价差（华北）,-0.4402
|
||||
PP-3MA价差（盘面）,-0.2621
|
||||
PP-LPG价差（盘面）,-0.0691
|
||||
布伦特-PP价差（盘面）,-0.1529
|
||||
外采丙烯制聚丙烯利润（山东）,-0.0673
|
||||
L-P价差,0.423
|
||||
品类价差：低熔共聚-拉丝（华南）,-0.032
|
||||
拉丝收盘基差（华北）,-0.3926
|
||||
低熔共聚基差（华东）,-0.1692
|
||||
中熔共聚基差（华东）,-0.1558
|
||||
高熔共聚基差（华东）,-0.2342
|
||||
低熔共聚基差（华北）,0.0836
|
||||
中熔共聚基差（华北）,-0.3186
|
||||
高熔共聚基差（华北）,-0.5917
|
||||
拉丝基差,-0.4628
|
||||
PP主力收盘价-山东丙烯主流价,0.1396
|
||||
PP粉（聚合法）生产利润,-0.1033
|
||||
聚烯烃两油库存同比,0.2946
|
||||
PP拉丝期末库存（周）,-0.3672
|
||||
PP期末库存/广州港（周）,-0.4804
|
||||
PP期末库存/宁波港（周）,0.1515
|
||||
PP：期末库存：青岛港（周）,-0.1382
|
||||
PP期末库存/上海港（周）,0.3843
|
||||
PP期末库存/天津港（周）,-0.1576
|
||||
PP期末库存/厦门港（周）,-0.1625
|
||||
PP贸易商库存(钢联)同比,0.0987
|
||||
BOPP原料库存+产成品库存天数,-0.1104
|
||||
PP周度总库存,-0.1256
|
||||
中国BOPP原料库存天数同差,0.2542
|
||||
聚烯烃两油库存1000天百分位,-0.2372
|
||||
中国PP港口期末库存,-0.1631
|
||||
聚烯烃两油库存,-0.1423
|
||||
PP粉料库存（吨）变化,-0.1239
|
||||
PP下游原料库存天数,0.5589
|
||||
塑编原材料库存,0.0679
|
||||
PP两油+煤制库存,-0.2734
|
||||
PP炼厂库存+PDH库存,-0.4967
|
||||
PP库存（煤制）,-0.0672
|
||||
PP库存 (地方炼厂),-0.5801
|
||||
PP上游库存（两油+煤+PDH+地方）,-0.374
|
||||
中国CPP原料库存天数,-0.3211
|
||||
中国CPP成品库存量,0.1205
|
||||
中国CPP成品库存天数,0.0217
|
||||
PP下游原料库存,0.2319
|
||||
PP库存(PDH),-0.3292
|
||||
PP上游库存(两油+煤+PDH）,-0.3037
|
||||
PP粉料库存,-0.1393
|
||||
中国BOPP原料库存量,0.2166
|
||||
BOPP订单天数-产成品库存天数（隆众）,0.3241
|
||||
PP：进口：毛利：中国（日）,0.1101
|
||||
PP检修损失量（万吨/年）,-0.0793
|
||||
PP日度产量1000天百分位,0.0844
|
||||
BOPP开工率(隆众)同差,0.5433
|
||||
PP下游综合开工率/2WMA,0.1925
|
||||
PP开工率/2WMA,-0.2313
|
||||
PP下游综合开工率同差,0.2929
|
||||
PP周度产量/4WMA,-0.293
|
||||
PP开工率同差,-0.2669
|
||||
PP日度开工率,-0.2411
|
||||
PP粉检修减损量（周）,-0.2049
|
||||
PP粉产量/中国（日）,-0.1592
|
||||
PP周度产量同差,-0.3177
|
||||
PP/开工率/东北地区（日）,-0.1194
|
||||
PP开工率/华北地区（日）,-0.0916
|
||||
PP开工率/华东地区（日）,-0.1799
|
||||
PP开工率/华南地区（日）,-0.4531
|
||||
PP开工率/华中地区（日）,-0.0962
|
||||
PP开工率/西北地区（日）,0.0036
|
||||
PP开工率/西南地区（日）,0.0325
|
||||
PP周度开工率,-0.225
|
||||
PP日产/PE日产,0.1484
|
||||
PP下游开工/PE下游开工,-0.0338
|
||||
PP粉料产量(钢联)7DMA,-0.1431
|
||||
PP管材开工率同差,0.0826
|
||||
PP无纺布开工率同差,0.0077
|
||||
PP日度产量（粒料+粉料）,-0.305
|
||||
PP无纺布生产毛利,-0.508
|
||||
PP粉料开工率（4WMA）,0.0205
|
||||
PP下游综合开工率（少注塑&CPP）,0.1994
|
||||
BOPP开工率同差,0.5433
|
||||
PP日度产量7DMA,-0.292
|
||||
BOPP开工率（4WMA）,0.3693
|
||||
PP粉料开工率,-0.0167
|
||||
PP周度检修率,0.072
|
||||
PP周度产量变频,-0.2966
|
||||
PP开工率/7DMA,-0.2337
|
||||
PP日度产量同差,-0.3163
|
||||
PP日度产量同比,-0.2613
|
||||
PP日度产量环差,-0.025
|
||||
PP周度产量周环差,0.0639
|
||||
PP周度产量同比,-0.2631
|
||||
PP开工率（1MMA）,-0.2264
|
||||
PP日度产量（1MMA）,-0.2955
|
||||
PP：高熔纤维：生产比例：中国（日）,0.4025
|
||||
PP周度产量年初至今累计值,0.0907
|
||||
PP粉：产量：中国（周）,-0.1238
|
||||
PP下游成品库存天数,-0.2457
|
||||
PP部分下游订单天数,0.0224
|
||||
中国BOPP订单天数同差,0.1453
|
||||
中国BOPP订单天数/4WMA,0.1312
|
||||
BOPP完工订单工作量（周）,0.1731
|
||||
BOPP开工率超季节性/3年,0.4749
|
||||
中国BOPP成品库存量同差,-0.3538
|
||||
中国CPP订单天数,-0.282
|
||||
BOPP订单天数变频,0.1699
|
||||
BOPP 订单-成品天数,0.3241
|
||||
中国：华东地区：市场平均价：BOPP厚光膜,0.4674
|
||||
LME铜价,0.0928
|
||||
黄金连1合约,-0.3537
|
||||
Brent-WTI,0.3675
|
||||
美元指数,0.5088
|
||||
甲醇鲁南价格,0.5936
|
||||
甲醇太仓港口价格,0.5494
|
||||
山东丙烯主流价,0.7219
|
||||
丙烷（山东）,0.6244
|
||||
FEI丙烷 M1,0.743
|
||||
在岸人民币汇率,0.1748
|
||||
南华工业品指数,0.8066
|
||||
PVC期货主力,0.5368
|
||||
PE期货收盘价,0.7793
|
||||
PP连续-1月,0.9149
|
||||
PP连续-5月,0.8872
|
||||
PP连续-9月,0.9223
|
||||
PP：拉丝：L5E89：出厂价：华北（第二区域）：内蒙古久泰新材料（日）,0.838
|
||||
numid,0.1857
|
||||
year,-0.2216
|
||||
month,0.1355
|
||||
day,0.2099
|
||||
dayofweek,0.1133
|
||||
weekofyear,0.1401
|
||||
dayofyear,0.1435
|
||||
quarternum,0.0953
|
||||
dayofquarter,0.1827
|
||||
is_month_start,-0.2174
|
||||
is_month_end,0.2216
|
||||
is_quarter_start,-0.1064
|
||||
is_quarter_end,0.1736
|
||||
is_year_start,0.0165
|
||||
is_year_end,0.098
|
||||
weekofmonth,0.0809
|
||||
|
271
juxitingyuedudataset/相关系数.csv
Normal file
271
juxitingyuedudataset/相关系数.csv
Normal file
@ -0,0 +1,271 @@
|
||||
,0
|
||||
PP主力收盘价拟合残差/丙烷 CP M1,0.3231
|
||||
PP粉料（山东）/拼接,-0.2033
|
||||
BOPP：成本：中国（日）,-0.065
|
||||
PP无纺布生产成本（日）,-0.1545
|
||||
CPP薄膜成本（日）,0.4093
|
||||
PE注塑开工率/周,0.2504
|
||||
PET瓶片：利润：中国（日）7DMA,-0.4904
|
||||
PP：看跌比例：中国（周）,0.1134
|
||||
PP：看平比例：中国（周）,-0.1428
|
||||
PP：看升比例：中国（周）,-0.021
|
||||
PP看空情绪指数环差,-0.1886
|
||||
PP多空情绪强弱指数,0.0423
|
||||
再生PP市场价/山东（日）,-0.6903
|
||||
印度粉矿：57%Fe：品牌价格：青岛港,0.2417
|
||||
美国-中国PS（GPPS）价差,-0.0167
|
||||
塑编产成品库存,-0.0321
|
||||
塑编订单天数,-0.1127
|
||||
塑编产成品库存天数,0.4032
|
||||
塑编原材料库存天数,-0.3922
|
||||
塑编整体开工率,-0.1313
|
||||
PP管材开工率,0.3658
|
||||
PP无纺布开工率,-0.128
|
||||
BOPP开工率,0.2235
|
||||
中国PP无纺布原料库存天数,0.1056
|
||||
中国PP无纺布原料库存量,-0.2849
|
||||
中国PP无纺布成品库存天数,0.2533
|
||||
PP拉丝国内现货价格,-0.1194
|
||||
PP主力收盘价,-0.0031
|
||||
PP粉料（山东）,-0.2033
|
||||
PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日）,-0.0247
|
||||
PP：低熔共聚：K8003：自提价：广州：宝丰能源（日）,-0.2464
|
||||
PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日）,-0.1072
|
||||
PP：薄壁注塑：HP648T：市场价：临沂：万华化学（日）,-0.5145
|
||||
PP拉丝（山东）,-0.0176
|
||||
PP：拉丝：1102K：市场价：青州：国家能源宁煤（日）,-0.0364
|
||||
现货价(中间价):均聚聚丙烯(PP-H):CFR远东,-0.274
|
||||
现货价(中间价):聚丙烯PP(纤维/注塑):CFR东南亚,-0.4622
|
||||
现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧,-0.2386
|
||||
现货价(中间价):均聚聚丙烯(PP-H):FOB中东,-0.2612
|
||||
现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦,-0.3486
|
||||
DCE：工业产品：期货价格综合指数收盘价（日）,0.411
|
||||
DCE：化工产品：期货价格指数收盘价（日）,0.1614
|
||||
DCE：塑料：期货价格指数收盘价（日）,0.2131
|
||||
PP.DCE收盘价,-0.0031
|
||||
西北欧：现货价：FOB低密度聚乙烯,-0.4408
|
||||
中国BOPP原料库存天数,-0.3164
|
||||
中国BOPP成品库存天数,-0.5689
|
||||
中国BOPP成品库存量,-0.5686
|
||||
中国BOPP订单天数,-0.2249
|
||||
中国PP下游平均开工率,0.1491
|
||||
PP无纺布：厂内库存：中国（周）,0.1181
|
||||
PP：拉丝：L5E89：出厂价：河北、鲁北：大唐内蒙多伦（日）,0.0523
|
||||
PP：拉丝：HP550J：市场价：青岛：金能化学（日）,-0.0405
|
||||
PP：低熔共聚：2500HY：市场价：临沂：国家能源宁煤（日）,-0.0223
|
||||
PP：低熔共聚：EPS30R：市场价：临沂：榆能化（日）,-0.079
|
||||
PP：低熔共聚：K8003：出厂价：常州：宝丰能源（日）,0.0072
|
||||
PP：低熔共聚：K8003：市场价：杭州：东华能源（宁波）（日）,-0.2588
|
||||
PP：低熔共聚：2500H：市场价：台州：国家能源宁煤（日）,-0.0537
|
||||
PP：低熔共聚：2500H：市场价：厦门：国家能源宁煤（日）,-0.1005
|
||||
PP：中熔共聚：EP5010C：出厂价：华北地区：中沙天津（日）,-0.0668
|
||||
PP：中熔共聚：YPJ1215C：出厂价：华东地区：扬子石化（日）,-0.2815
|
||||
PP：中熔共聚：PPB-M09：出厂价：华东地区：镇海炼化（日）,-0.3162
|
||||
PP：中熔共聚：EP440N：出厂价：华南地区：中科炼化（日）,-0.1275
|
||||
PP：中熔共聚：K8009：出厂价：华南地区：广州石化（日）,-0.0819
|
||||
PP：高熔共聚：EP300R：市场价：青岛：宝来石化（日）,-0.3335
|
||||
PP：高熔共聚：M30RH：市场价：合肥：中安联合（日）,-0.2939
|
||||
PP：高熔共聚：2240S：自提价：常州：国家能源宁煤（日）,-0.5
|
||||
PP：薄壁注塑：PPH-MM60：出厂价：华北地区：石家庄炼化（日）,-0.1974
|
||||
PP：薄壁注塑：M60ET：出厂价：华东地区：镇海炼化（日）,-0.2145
|
||||
PP：薄壁注塑：1040TE：出厂价：华东地区：宁夏神华宁煤（日）,-0.1612
|
||||
PP：薄壁注塑：HP648T：出厂价：华东地区：浙江石油化工（日）,-0.2443
|
||||
PP：薄壁注塑：1040TE：出厂价：华南地区：宁夏神华宁煤（日）,-0.1591
|
||||
PP：薄壁注塑：PPH-MN60：出厂价：华南地区：中石化北海（日）,-0.2451
|
||||
PP：薄壁注塑：TM6000H：出厂价：华南地区：福建联合石化（日）,-0.2488
|
||||
PP：透明：PPR-B10：出厂价：华中地区：中原中石化（日）,-0.526
|
||||
PP：透明：PPR-MT75N：出厂价：华中地区：中原中石化（日）,-0.3885
|
||||
PP：无规共聚：HC-M700B：出厂价：华北地区：山东东明（日）,-0.4802
|
||||
热水管：PA14D-2：市场价：临沂：大庆炼化（日）,0.1407
|
||||
CPP：二元共聚膜：DY-W0723F：市场主流价：天津：独山子石化（日）,0.2384
|
||||
热水管：PA14D：出厂价：华东地区：大庆炼化（日）,-0.0858
|
||||
CPP：二元共聚膜：F800EDF：出厂价：华东地区：上海石化（日）,0.1223
|
||||
热水管：T4401：出厂价：华南地区：茂名石化（日）,-0.1455
|
||||
热水管：PPR-4220：出厂价：华南地区：广州石化（日）,-0.09
|
||||
PP：BOPP：PPH-FL03-S：出厂价：华北地区：青岛炼化（日）,-0.2202
|
||||
PP：BOPP：L5D98：出厂价：华南地区：广东石化（日）,-0.1144
|
||||
PP：BOPP：PPH-F03D：出厂价：华南地区：海南炼化装置一（日）,-0.3183
|
||||
CPP：二元共聚膜：PPR-F08M-S：出厂价：华南地区：茂名石化（日）,-0.0306
|
||||
CPP：二元共聚膜：PPR-F08-S：出厂价：华南地区：茂名石化（日）,-0.0354
|
||||
PP纺粘无纺布：SSS：市场价：山东（日）,-0.3764
|
||||
PP无纺布：生产毛利：中国（周）,-0.4872
|
||||
BOPP：12μ光膜：出厂价：华北地区：凯达包装（日）,-0.0688
|
||||
BOPP：18μ光膜：市场低端价：青岛（日）,-0.3017
|
||||
BOPP：厚光膜：出厂价：华北地区：山东永冠（日）,-0.1463
|
||||
BOPP：生产毛利：中国（日）,-0.0004
|
||||
塑编：透明：30cm*45cm：市场价：山东（日）,-0.399
|
||||
PDH制PP利润（山东）,-0.0495
|
||||
华东拉丝-CP,0.2783
|
||||
山东拉丝-CP,0.2805
|
||||
山东拉丝-丙烯价差,0.4648
|
||||
PP-3*MA主力,0.3071
|
||||
PP-SC价差（7吨桶比）,-0.5506
|
||||
京博-滨化价差（不含税/1.13/580）,-0.1708
|
||||
滨化PDH利润（1.169/含税）,-0.3224
|
||||
滨化丙烯-京博PP边际贡献（不含税/600/收率1.169）,-0.1713
|
||||
PDH利润（山东/丙烯）,-0.3381
|
||||
滨化丙烷-PP边际贡献（不含税/580/收率1.13）,-0.1822
|
||||
滨化丙烷-PP边际贡献（不含税/510/收率1.169）,-0.1807
|
||||
PP期货-丙烯价差（山东）/400DMA,-0.4362
|
||||
PP-FEI M4(含税成本),-0.4564
|
||||
PP-FEI M3(含税成本),-0.3637
|
||||
PP-FEI M2（含税成本）,-0.2753
|
||||
PP-FEI M1（含税成本）,-0.1862
|
||||
价差：聚乙烯与乙烯（西北欧）,0.185
|
||||
PP-FEI价差,-0.1804
|
||||
PP期货-丙烯价差（山东）,0.5202
|
||||
L-P价差（盘面）,0.1465
|
||||
油制PP利润（华东）,-0.5202
|
||||
9-1月差（PP）,-0.1027
|
||||
5-9月差（PP）,-0.2887
|
||||
1-5月差（PP）,0.3146
|
||||
PDH制PP利润（华东）指数修匀,-0.009
|
||||
PDH制PP利润（华东）,-0.0502
|
||||
PDH制PP利润（华南）,0.0042
|
||||
拉丝区域价差（华南-华东）,-0.1784
|
||||
拉丝区域价差（华东-华北）,-0.0463
|
||||
拉丝区域价差（华南-华北）,-0.1847
|
||||
低熔共聚-拉丝价差（华南）,-0.2103
|
||||
薄壁-拉丝价差（华北）,-0.6575
|
||||
透明-拉丝价差（华北）,-0.718
|
||||
透明-拉丝价差（华东）,-0.2364
|
||||
透明料基差,-0.2416
|
||||
透明-PP盘面价差（华北）,-0.6494
|
||||
PP-3MA价差（盘面）,0.3071
|
||||
PP-LPG价差（盘面）,0.1518
|
||||
布伦特-PP价差（盘面）,-0.5814
|
||||
外采丙烯制聚丙烯利润（山东）,0.4877
|
||||
L-P价差,0.1465
|
||||
品类价差：低熔共聚-拉丝（华南）,-0.2107
|
||||
拉丝收盘基差（华北）,-0.045
|
||||
低熔共聚基差（华东）,-0.2791
|
||||
中熔共聚基差（华东）,-0.4614
|
||||
高熔共聚基差（华东）,-0.5837
|
||||
低熔共聚基差（华北）,-0.1251
|
||||
中熔共聚基差（华北）,-0.515
|
||||
高熔共聚基差（华北）,-0.4419
|
||||
拉丝基差,-0.0583
|
||||
PP主力收盘价-山东丙烯主流价,0.5202
|
||||
PP粉（聚合法）生产利润,0.168
|
||||
聚烯烃两油库存同比,0.1583
|
||||
PP拉丝期末库存（周）,-0.2329
|
||||
PP期末库存/广州港（周）,-0.4156
|
||||
PP期末库存/宁波港（周）,-0.4045
|
||||
PP：期末库存：青岛港（周）,-0.3243
|
||||
PP期末库存/上海港（周）,-0.4011
|
||||
PP期末库存/天津港（周）,0.3739
|
||||
PP期末库存/厦门港（周）,-0.4782
|
||||
PP贸易商库存(钢联)同比,-0.2117
|
||||
BOPP原料库存+产成品库存天数,-0.7101
|
||||
PP周度总库存,-0.2788
|
||||
中国BOPP原料库存天数同差,-0.1158
|
||||
聚烯烃两油库存1000天百分位,-0.135
|
||||
中国PP港口期末库存,-0.4615
|
||||
聚烯烃两油库存,-0.0925
|
||||
PP粉料库存（吨）变化,0.0367
|
||||
PP下游原料库存天数,-0.1603
|
||||
塑编原材料库存,-0.3378
|
||||
PP两油+煤制库存,-0.2153
|
||||
PP炼厂库存+PDH库存,-0.146
|
||||
PP库存（煤制）,-0.0191
|
||||
PP库存 (地方炼厂),-0.1975
|
||||
PP上游库存（两油+煤+PDH+地方）,-0.2089
|
||||
中国CPP原料库存天数,0.0708
|
||||
中国CPP成品库存量,0.1174
|
||||
中国CPP成品库存天数,-0.014
|
||||
PP下游原料库存,-0.4512
|
||||
PP库存(PDH),-0.0654
|
||||
PP上游库存(两油+煤+PDH）,-0.2023
|
||||
PP粉料库存,-0.2698
|
||||
中国BOPP原料库存量,-0.3168
|
||||
BOPP订单天数-产成品库存天数（隆众）,0.2747
|
||||
PP：进口：毛利：中国（日）,-0.1589
|
||||
PP检修损失量（万吨/年）,0.0864
|
||||
PP日度产量1000天百分位,-0.1319
|
||||
BOPP开工率(隆众)同差,0.2311
|
||||
PP下游综合开工率/2WMA,0.1999
|
||||
PP开工率/2WMA,-0.2373
|
||||
PP下游综合开工率同差,0.1843
|
||||
PP周度产量/4WMA,-0.0751
|
||||
PP开工率同差,0.1238
|
||||
PP日度开工率,-0.2357
|
||||
PP粉检修减损量（周）,-0.2305
|
||||
PP粉产量/中国（日）,0.3006
|
||||
PP周度产量同差,0.1924
|
||||
PP/开工率/东北地区（日）,0.0708
|
||||
PP开工率/华北地区（日）,-0.1187
|
||||
PP开工率/华东地区（日）,0.1001
|
||||
PP开工率/华南地区（日）,-0.2441
|
||||
PP开工率/华中地区（日）,0.3218
|
||||
PP开工率/西北地区（日）,-0.3576
|
||||
PP开工率/西南地区（日）,-0.2539
|
||||
PP周度开工率,-0.2532
|
||||
PP日产/PE日产,0.1958
|
||||
PP下游开工/PE下游开工,-0.1494
|
||||
PP粉料产量(钢联)7DMA,0.3048
|
||||
PP管材开工率同差,0.2834
|
||||
PP无纺布开工率同差,0.0173
|
||||
PP日度产量（粒料+粉料）,-0.0219
|
||||
PP无纺布生产毛利,-0.4981
|
||||
PP粉料开工率（4WMA）,0.283
|
||||
PP下游综合开工率（少注塑&CPP）,0.146
|
||||
BOPP开工率同差,0.2311
|
||||
PP日度产量7DMA,-0.0671
|
||||
BOPP开工率（4WMA）,0.2648
|
||||
PP粉料开工率,0.2308
|
||||
PP周度检修率,0.1611
|
||||
PP周度产量变频,-0.0758
|
||||
PP开工率/7DMA,-0.2542
|
||||
PP日度产量同差,0.1867
|
||||
PP日度产量同比,0.2307
|
||||
PP日度产量环差,0.0084
|
||||
PP周度产量周环差,0.0986
|
||||
PP周度产量同比,0.2365
|
||||
PP开工率（1MMA）,-0.2765
|
||||
PP日度产量（1MMA）,-0.0723
|
||||
PP：高熔纤维：生产比例：中国（日）,-0.0821
|
||||
PP周度产量年初至今累计值,0.1336
|
||||
PP粉：产量：中国（周）,0.2597
|
||||
PP下游成品库存天数,-0.2611
|
||||
PP部分下游订单天数,-0.1775
|
||||
中国BOPP订单天数同差,0.0022
|
||||
中国BOPP订单天数/4WMA,-0.2922
|
||||
BOPP完工订单工作量（周）,-0.2286
|
||||
BOPP开工率超季节性/3年,0.2339
|
||||
中国BOPP成品库存量同差,-0.5724
|
||||
中国CPP订单天数,0.1029
|
||||
BOPP订单天数变频,-0.2368
|
||||
BOPP 订单-成品天数,0.2747
|
||||
中国：华东地区：市场平均价：BOPP厚光膜,-0.2666
|
||||
LME铜价,-0.1393
|
||||
黄金连1合约,-0.1473
|
||||
Brent-WTI,-0.1056
|
||||
美元指数,-0.1895
|
||||
甲醇鲁南价格,-0.1772
|
||||
甲醇太仓港口价格,-0.2123
|
||||
山东丙烯主流价,-0.2371
|
||||
丙烷（山东）,-0.2295
|
||||
FEI丙烷 M1,0.0295
|
||||
在岸人民币汇率,0.4646
|
||||
南华工业品指数,0.3528
|
||||
PVC期货主力,0.2488
|
||||
PE期货收盘价,0.0836
|
||||
PP连续-1月,0.0052
|
||||
PP连续-5月,-0.0553
|
||||
PP连续-9月,-0.0073
|
||||
PP：拉丝：L5E89：出厂价：华北（第二区域）：内蒙古久泰新材料（日）,-0.033
|
||||
year,-0.0938
|
||||
month,0.1539
|
||||
day,0.0531
|
||||
dayofweek,0.0381
|
||||
weekofyear,0.1641
|
||||
dayofyear,0.1523
|
||||
quarternum,0.1762
|
||||
dayofquarter,-0.0761
|
||||
is_month_start,-0.0327
|
||||
is_month_end,-0.1689
|
||||
is_quarter_start,0.089
|
||||
is_quarter_end,-0.0562
|
||||
is_year_start,-0.0457
|
||||
is_year_end,-0.0642
|
||||
weekofmonth,-0.1473
|
||||
|
BIN
juxitingyuedudataset/进出口类指标相关性直方分布图.png
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juxitingyuedudataset/需求类指标相关性直方分布图.png
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juxitingyuedudataset/预测值与真实值对比图.png
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juxitingyuedudataset/预测值与真实值对比图.png
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juxitingyuedudataset/预测值表格.png
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juxitingzhoududataset/BOPP 订单-成品天数与价格散点图.png
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juxitingzhoududataset/BOPP利润（华东地区）与价格散点图.png
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juxitingzhoududataset/BOPP订单天数-产成品库存天数（隆众）与价格散点图.png
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juxitingzhoududataset/BOPP：成本：中国（日）与价格散点图.png
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juxitingzhoududataset/Brent-WTI与价格散点图.png
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juxitingzhoududataset/FEI丙烷 M1与价格散点图.png
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juxitingzhoududataset/L-P价差与价格散点图.png
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juxitingzhoududataset/L-P价差（盘面）与价格散点图.png
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juxitingzhoududataset/PDH制PP利润（山东）与价格散点图.png
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juxitingzhoududataset/PP-FEI M4(含税成本)与价格散点图.png
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juxitingzhoududataset/PP-开工率-东北地区（日）与价格散点图.png
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juxitingzhoududataset/PP下游原料库存与价格散点图.png
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juxitingzhoududataset/PP下游原料库存与价格散点图.png
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juxitingzhoududataset/PP下游成品库存天数与价格散点图.png
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juxitingzhoududataset/PP周度产量变频与价格散点图.png
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juxitingzhoududataset/PP周度产量变频与价格散点图.png
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juxitingzhoududataset/PP周度开工率与价格散点图.png
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juxitingzhoududataset/PP周度开工率与价格散点图.png
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juxitingzhoududataset/PP库存(PDH)与价格散点图.png
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juxitingzhoududataset/PP库存(PDH)与价格散点图.png
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juxitingzhoududataset/PP开工率-2WMA与价格散点图.png
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juxitingzhoududataset/PP开工率-7DMA与价格散点图.png
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juxitingzhoududataset/PP开工率-7DMA与价格散点图.png
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juxitingzhoududataset/PP开工率（1MMA）与价格散点图.png
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juxitingzhoududataset/PP开工率（1MMA）与价格散点图.png
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juxitingzhoududataset/PP拉丝国内现货价格与价格散点图.png
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juxitingzhoududataset/PP拉丝国内现货价格与价格散点图.png
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juxitingzhoududataset/PP指标数据.xlsx
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juxitingzhoududataset/PP指标数据.xlsx
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juxitingzhoududataset/PP日度产量7DMA与价格散点图.png
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juxitingzhoududataset/PP日度产量7DMA与价格散点图.png
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juxitingzhoududataset/PP日度产量（1MMA）与价格散点图.png
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juxitingzhoududataset/PP日度产量（1MMA）与价格散点图.png
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juxitingzhoududataset/PP日度产量（粒料+粉料）与价格散点图.png
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juxitingzhoududataset/PP日度产量（粒料+粉料）与价格散点图.png
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juxitingzhoududataset/PP期末库存-天津港（周）与价格散点图.png
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juxitingzhoududataset/PP期末库存-天津港（周）与价格散点图.png
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juxitingzhoududataset/PP期货-丙烯价差（山东）-400DMA与价格散点图.png
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juxitingzhoududataset/PP期货-丙烯价差（山东）-400DMA与价格散点图.png
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juxitingzhoududataset/PP粉检修减损量（周）与价格散点图.png
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juxitingzhoududataset/PP粉检修减损量（周）与价格散点图.png
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juxitingzhoududataset/PP贸易商库存(钢联)同比与价格散点图.png
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juxitingzhoududataset/PP贸易商库存(钢联)同比与价格散点图.png
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juxitingzhoududataset/PP连续-1月与价格散点图.png
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juxitingzhoududataset/PP连续-1月与价格散点图.png
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juxitingzhoududataset/PP连续-5月与价格散点图.png
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juxitingzhoududataset/PP连续-5月与价格散点图.png
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juxitingzhoududataset/PP连续-9月与价格散点图.png
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juxitingzhoududataset/PP连续-9月与价格散点图.png
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juxitingzhoududataset/PP部分下游订单天数与价格散点图.png
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juxitingzhoududataset/PP部分下游订单天数与价格散点图.png
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juxitingzhoududataset/PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日）与价格散点图.png
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juxitingzhoududataset/PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日）与价格散点图.png
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1
juxitingzhoududataset/best_modelnames.txt
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1
juxitingzhoududataset/best_modelnames.txt
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@ -0,0 +1 @@
|
||||
PatchTST,TFT,MLP,NHITS,Informer
|
||||
399
juxitingzhoududataset/cross_validation.csv
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399
juxitingzhoududataset/cross_validation.csv
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@ -0,0 +1,399 @@
|
||||
ds,cutoff,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y
|
||||
2024-07-22,2024-07-19,7659.3696,7657.136,7681.2,7814.0845,7667.302,7650.5723,7658.07,7652.8633,7651.377,7660.5693,7655.048,7547.039,7662.948,7702.663,7634.7095,7659.314,7686.1685,7704.6714,7661.913,7680.858,7640.0
|
||||
2024-07-23,2024-07-19,7668.731,7663.2676,7669.2134,7812.3643,7701.754,7661.4097,7665.103,7638.468,7631.9053,7631.7026,7644.513,7513.156,7674.3745,7712.819,7673.0854,7660.116,7690.281,7697.5806,7650.7246,7680.4766,7623.333333333333
|
||||
2024-07-23,2024-07-22,7644.315,7648.293,7676.4585,7795.2393,7669.237,7644.456,7641.877,7639.6616,7640.518,7653.883,7643.097,7552.7485,7643.3433,7705.8965,7625.574,7642.688,7676.2896,7677.82,7664.9863,7674.889,7623.333333333333
|
||||
2024-07-24,2024-07-22,7658.808,7656.2646,7664.1616,7799.411,7704.3286,7648.7715,7648.785,7626.5195,7621.3877,7623.7534,7642.8994,7518.317,7657.294,7711.5117,7649.9385,7642.474,7680.3833,7673.0415,7644.8203,7676.9277,7623.333333333333
|
||||
2024-07-24,2024-07-23,7630.9727,7631.3765,7668.8403,7765.4634,7662.896,7636.488,7626.8867,7616.1445,7623.441,7643.8447,7632.6006,7554.409,7629.501,7694.294,7619.2305,7625.191,7665.552,7646.634,7662.469,7666.626,7623.333333333333
|
||||
2024-07-25,2024-07-23,7638.075,7636.6562,7656.3184,7775.644,7696.8506,7636.0225,7629.043,7605.143,7605.2725,7611.2534,7633.285,7520.396,7639.653,7697.864,7625.882,7623.3047,7669.366,7644.222,7633.819,7665.88,7616.666666666667
|
||||
2024-07-25,2024-07-24,7628.323,7624.0576,7661.9893,7743.559,7655.8716,7621.5176,7627.7427,7609.797,7610.014,7636.6235,7624.3145,7552.7544,7627.214,7683.7354,7615.091,7624.2646,7656.932,7652.3794,7648.9976,7653.2686,7616.666666666667
|
||||
2024-07-26,2024-07-24,7623.4307,7629.661,7649.126,7749.0425,7680.641,7626.8223,7627.396,7599.119,7592.797,7601.7183,7620.3457,7519.789,7624.339,7681.4062,7623.605,7622.795,7660.1514,7646.5195,7628.296,7654.016,7606.666666666667
|
||||
2024-07-26,2024-07-25,7617.171,7615.0137,7655.999,7719.672,7644.3057,7621.657,7617.553,7611.705,7599.484,7629.4756,7616.403,7547.5415,7613.3374,7663.043,7612.767,7617.0938,7648.945,7641.4775,7639.8584,7640.1104,7606.666666666667
|
||||
2024-07-29,2024-07-25,7618.357,7618.1514,7643.0117,7726.4307,7665.3174,7624.0806,7618.697,7600.1523,7583.2197,7591.5884,7615.6094,7516.3633,7613.8633,7666.753,7618.465,7614.979,7651.759,7637.5205,7617.5396,7646.0815,7593.333333333333
|
||||
2024-07-29,2024-07-26,7605.226,7602.8843,7649.986,7690.505,7631.843,7614.324,7608.556,7602.5938,7588.6865,7622.7114,7610.218,7539.1357,7607.3354,7646.727,7601.8843,7605.8013,7641.1113,7628.7993,7630.1157,7632.489,7593.333333333333
|
||||
2024-07-30,2024-07-26,7606.9834,7604.483,7636.9585,7701.162,7652.4863,7618.5947,7611.354,7591.9663,7573.5024,7581.8926,7610.6865,7510.591,7607.846,7653.386,7611.0493,7602.7026,7643.6025,7628.111,7609.9253,7630.82,7593.333333333333
|
||||
2024-07-30,2024-07-29,7588.931,7585.0723,7642.9604,7668.1343,7623.046,7602.7275,7593.6665,7585.924,7575.4023,7615.167,7606.0986,7527.3403,7589.5474,7639.577,7590.707,7586.6094,7632.5757,7602.62,7615.475,7623.781,7593.333333333333
|
||||
2024-07-31,2024-07-29,7582.917,7583.465,7630.1177,7681.948,7644.1533,7607.188,7594.7725,7577.238,7561.37,7571.3506,7601.888,7502.304,7584.1533,7645.33,7595.3496,7583.3853,7634.9907,7604.5073,7603.077,7618.7603,7583.333333333333
|
||||
2024-07-31,2024-07-30,7588.4917,7583.04,7637.338,7654.207,7616.2656,7590.9595,7595.1504,7581.488,7565.8438,7610.418,7600.247,7514.859,7590.26,7633.819,7585.9795,7586.7314,7625.1997,7604.002,7606.1514,7614.168,7583.333333333333
|
||||
2024-08-01,2024-07-30,7577.541,7582.8774,7624.613,7668.7896,7634.9653,7599.1035,7594.717,7572.951,7552.22,7565.191,7591.022,7492.524,7579.9907,7633.0625,7595.7046,7584.234,7627.6494,7603.042,7596.344,7607.817,7620.0
|
||||
2024-08-01,2024-07-31,7576.409,7569.5117,7631.972,7635.0146,7607.0063,7587.515,7582.043,7579.021,7556.466,7604.0967,7589.607,7500.6987,7575.919,7625.555,7575.9595,7576.898,7617.45,7579.0103,7595.7603,7606.4033,7620.0
|
||||
2024-08-02,2024-07-31,7572.304,7571.155,7619.3037,7653.5967,7626.223,7594.7144,7583.4536,7570.2173,7543.1426,7557.365,7584.0493,7480.267,7569.869,7630.1187,7589.8887,7574.31,7619.9546,7575.564,7584.6006,7607.291,7623.333333333333
|
||||
2024-08-02,2024-08-01,7626.259,7618.354,7634.5376,7674.976,7605.0015,7598.4463,7629.135,7601.878,7565.512,7612.7007,7594.56,7487.4897,7637.2773,7612.5186,7605.9053,7622.3013,7614.4883,7654.8105,7609.6606,7613.122,7623.333333333333
|
||||
2024-08-05,2024-08-01,7618.605,7622.658,7621.6787,7673.165,7619.713,7604.429,7634.297,7590.623,7551.371,7569.0283,7591.95,7468.8384,7636.2485,7621.837,7628.9697,7623.055,7616.796,7655.401,7594.846,7615.435,7610.0
|
||||
2024-08-05,2024-08-02,7628.6055,7633.0215,7640.424,7676.0913,7603.62,7616.3135,7624.466,7623.207,7579.9976,7618.5596,7614.1465,7472.8174,7630.6665,7623.883,7613.2495,7625.2344,7612.2783,7649.3853,7614.8955,7618.671,7610.0
|
||||
2024-08-06,2024-08-02,7638.8247,7629.462,7627.435,7668.988,7617.03,7619.811,7629.719,7609.7114,7564.751,7577.5005,7613.0063,7454.6074,7631.1733,7616.734,7635.506,7624.95,7614.3125,7644.816,7611.2563,7618.0293,7596.666666666667
|
||||
2024-08-06,2024-08-05,7608.3564,7612.813,7643.9346,7654.0073,7610.8384,7617.7373,7609.2144,7608.389,7585.355,7620.434,7616.469,7459.1616,7617.156,7620.951,7603.1514,7608.8726,7609.48,7628.56,7614.618,7616.9546,7596.666666666667
|
||||
2024-08-07,2024-08-05,7609.8433,7608.9424,7630.836,7655.4834,7624.3115,7619.644,7612.718,7597.3276,7569.875,7580.1577,7617.5596,7440.891,7616.1606,7619.4155,7622.3677,7608.5693,7611.3286,7626.3813,7606.918,7613.5474,7586.666666666667
|
||||
2024-08-07,2024-08-06,7595.426,7591.725,7642.92,7638.2803,7614.5566,7608.6157,7596.143,7583.4976,7579.5767,7617.7466,7605.362,7444.0234,7595.274,7626.2163,7590.567,7593.0024,7605.8755,7601.4395,7605.8315,7609.4478,7586.666666666667
|
||||
2024-08-08,2024-08-06,7587.9766,7589.7256,7629.921,7645.7065,7628.627,7610.826,7594.548,7575.6157,7565.0103,7576.008,7606.6606,7425.454,7586.2803,7632.5015,7606.7007,7592.5737,7607.5874,7599.8394,7602.923,7611.1943,7583.333333333333
|
||||
2024-08-08,2024-08-07,7579.875,7585.94,7638.445,7623.6045,7610.554,7594.6895,7583.578,7574.963,7567.743,7614.016,7589.897,7429.231,7580.8223,7609.6914,7583.881,7582.6816,7601.733,7586.309,7599.38,7606.75,7583.333333333333
|
||||
2024-08-09,2024-08-07,7574.0347,7577.6006,7625.6343,7634.8784,7621.909,7594.1094,7582.541,7567.309,7554.1934,7570.4976,7589.8613,7410.326,7581.4033,7626.688,7589.1025,7581.451,7603.317,7587.0337,7592.443,7607.9976,7583.333333333333
|
||||
2024-08-09,2024-08-08,7580.563,7576.54,7633.198,7606.815,7599.711,7585.341,7583.555,7576.5625,7556.8687,7610.568,7578.5083,7411.054,7586.0825,7607.6675,7579.3027,7580.365,7598.0107,7589.907,7594.514,7606.6704,7583.333333333333
|
||||
2024-08-12,2024-08-08,7583.4478,7578.2944,7620.4824,7621.146,7606.0513,7587.009,7585.4165,7567.806,7543.6987,7565.5044,7584.137,7393.7227,7591.9414,7619.772,7582.2266,7579.0273,7599.369,7589.524,7583.933,7605.959,7586.666666666667
|
||||
2024-08-12,2024-08-09,7588.6973,7587.033,7628.844,7608.6445,7593.3726,7584.8506,7584.5127,7577.7188,7549.684,7608.528,7580.7837,7393.3066,7584.8477,7604.162,7584.933,7579.1074,7594.8135,7587.2827,7602.147,7605.9766,7586.666666666667
|
||||
2024-08-13,2024-08-09,7603.0566,7588.6,7616.4297,7616.335,7599.658,7582.2437,7586.567,7568.6826,7536.892,7562.571,7584.936,7377.5986,7600.3984,7610.4546,7576.3843,7578.1587,7596.0454,7589.4824,7588.3213,7601.3345,7593.333333333333
|
||||
2024-08-13,2024-08-12,7602.637,7585.227,7626.6665,7621.5073,7597.019,7577.0947,7590.5576,7578.938,7547.5713,7608.4614,7585.8213,7374.712,7602.4897,7610.0474,7583.782,7586.5156,7592.485,7592.372,7602.4673,7594.286,7593.333333333333
|
||||
2024-08-14,2024-08-12,7619.615,7586.339,7614.3755,7618.778,7597.8325,7577.2607,7591.984,7570.048,7534.7847,7562.395,7584.9463,7360.2456,7616.24,7593.0376,7577.8096,7586.419,7593.674,7590.4375,7595.4634,7596.31,7590.0
|
||||
2024-08-14,2024-08-13,7591.3335,7601.909,7627.151,7619.331,7593.239,7589.417,7595.922,7583.8467,7550.738,7609.1714,7593.4565,7357.7446,7600.643,7602.5234,7597.205,7594.1504,7591.042,7595.961,7596.936,7598.8647,7590.0
|
||||
2024-08-15,2024-08-13,7585.6216,7604.325,7614.779,7614.563,7593.985,7583.213,7593.6885,7574.6216,7537.5293,7563.3203,7586.925,7344.041,7591.5205,7589.0938,7589.15,7594.2954,7592.127,7590.709,7588.75,7594.7876,7583.333333333333
|
||||
2024-08-15,2024-08-14,7584.681,7590.444,7628.005,7606.409,7592.0757,7593.9536,7590.113,7583.8267,7553.178,7609.1133,7588.4565,7340.2056,7586.372,7588.282,7584.431,7590.7046,7589.586,7586.481,7589.244,7599.2495,7583.333333333333
|
||||
2024-08-16,2024-08-14,7584.212,7588.9688,7615.547,7607.217,7590.7896,7599.062,7589.6147,7574.6465,7539.7627,7563.0527,7585.4004,7326.8433,7584.608,7586.5923,7599.821,7590.9526,7590.604,7586.5615,7586.9224,7596.771,7583.333333333333
|
||||
2024-08-16,2024-08-15,7585.4126,7575.3022,7627.53,7583.429,7591.0254,7591.775,7580.8975,7576.3013,7551.5757,7607.84,7582.076,7323.478,7591.674,7573.347,7578.574,7583.8306,7587.879,7582.0723,7575.6763,7592.6455,7583.333333333333
|
||||
2024-08-19,2024-08-15,7589.417,7576.829,7615.112,7592.3096,7592.756,7597.2637,7582.216,7568.0107,7538.4214,7560.955,7584.133,7310.676,7589.2627,7596.687,7594.52,7584.0977,7588.9033,7587.97,7577.6416,7591.796,7570.0
|
||||
2024-08-19,2024-08-16,7584.8687,7581.3237,7626.5786,7582.663,7580.1084,7587.7676,7581.986,7573.0063,7549.0845,7607.545,7582.544,7306.2925,7584.602,7579.093,7579.346,7584.0063,7586.9907,7586.815,7577.573,7589.8857,7570.0
|
||||
2024-08-20,2024-08-16,7587.7705,7582.512,7614.24,7591.626,7585.08,7590.749,7581.1846,7565.066,7536.1978,7560.2256,7581.5923,7294.185,7582.4727,7594.9644,7591.4663,7584.4224,7588.0405,7585.311,7579.7485,7591.418,7570.0
|
||||
2024-08-20,2024-08-19,7568.585,7568.877,7623.27,7579.69,7582.462,7570.9956,7565.838,7566.432,7541.627,7603.6577,7578.639,7289.37,7568.1504,7593.8633,7561.9434,7570.0396,7584.5986,7580.206,7572.029,7594.8135,7570.0
|
||||
2024-08-21,2024-08-19,7572.143,7570.506,7611.238,7589.6187,7586.9365,7576.1855,7568.223,7559.034,7529.3735,7554.8926,7574.0347,7277.906,7569.979,7598.4155,7573.062,7568.876,7585.7563,7579.385,7578.5586,7591.441,7570.0
|
||||
2024-08-21,2024-08-20,7573.004,7571.3853,7619.7837,7580.5537,7584.8643,7568.519,7571.786,7561.5513,7534.9336,7601.8486,7569.868,7272.33,7574.59,7595.8667,7566.5073,7570.161,7583.141,7585.9043,7582.3745,7588.0283,7570.0
|
||||
2024-08-22,2024-08-20,7577.434,7576.4463,7608.1577,7595.6484,7593.6855,7570.7363,7573.296,7554.576,7523.0635,7552.3926,7570.665,7261.803,7580.652,7598.4307,7567.5093,7569.3916,7584.374,7589.1973,7573.1084,7585.9233,7590.0
|
||||
2024-08-22,2024-08-21,7571.9893,7573.15,7617.14,7590.3228,7581.611,7570.0913,7571.8774,7562.7617,7530.7363,7600.0293,7569.245,7255.9175,7569.6714,7593.82,7570.1416,7569.566,7580.243,7587.8696,7584.83,7581.769,7590.0
|
||||
2024-08-23,2024-08-21,7576.1445,7574.301,7605.882,7594.8833,7589.0938,7568.7344,7571.7114,7555.5034,7518.9937,7549.9834,7569.6265,7246.1455,7574.256,7589.645,7565.9355,7568.934,7581.376,7589.249,7574.284,7583.0146,7583.333333333333
|
||||
2024-08-23,2024-08-22,7606.2197,7595.5205,7619.144,7587.7085,7580.777,7575.0117,7595.4,7578.167,7537.0977,7605.7603,7576.8857,7240.9297,7605.4614,7584.927,7586.516,7587.596,7579.878,7591.112,7587.427,7585.7754,7583.333333333333
|
||||
2024-08-26,2024-08-22,7611.945,7600.9155,7607.546,7589.5586,7581.5615,7574.5156,7597.384,7569.044,7524.694,7557.044,7575.9355,7231.5166,7608.7305,7578.272,7588.057,7586.4575,7580.7104,7589.3325,7579.09,7584.4453,7583.333333333333
|
||||
2024-08-26,2024-08-23,7587.889,7589.39,7621.427,7585.0527,7578.721,7587.4263,7582.806,7582.0073,7542.2354,7605.5093,7582.8223,7226.165,7586.0845,7584.2764,7583.094,7581.0625,7579.281,7584.8833,7583.928,7585.222,7583.333333333333
|
||||
2024-08-27,2024-08-23,7585.7524,7588.5522,7609.48,7585.7344,7580.227,7586.34,7583.6494,7572.5757,7529.5254,7556.762,7583.901,7217.0117,7583.613,7577.994,7588.296,7580.657,7579.919,7583.6006,7580.6235,7583.7803,7610.0
|
||||
2024-08-27,2024-08-26,7582.672,7588.0566,7623.166,7584.2964,7581.8164,7587.325,7584.2476,7574.5923,7545.091,7606.504,7581.7417,7212.5815,7588.5444,7574.003,7580.1216,7581.3535,7578.7817,7585.07,7580.8706,7586.191,7610.0
|
||||
2024-08-28,2024-08-26,7580.759,7586.148,7611.0674,7584.2563,7583.5225,7590.5054,7584.146,7566.4536,7532.2925,7557.875,7582.0723,7203.6367,7585.0674,7580.398,7590.096,7580.8325,7579.3525,7584.8633,7579.538,7582.7383,7610.0
|
||||
2024-08-28,2024-08-27,7613.645,7608.9526,7629.0547,7589.4014,7584.716,7595.682,7615.028,7590.668,7557.6895,7614.702,7595.72,7200.656,7606.6914,7581.567,7601.273,7612.311,7578.938,7592.8755,7585.408,7603.6357,7610.0
|
||||
2024-08-29,2024-08-27,7614.576,7610.7983,7616.4604,7588.018,7581.889,7602.5938,7617.306,7581.0547,7543.7236,7569.3037,7587.9604,7191.8555,7606.587,7586.34,7617.4985,7612.68,7579.7334,7593.7495,7591.5815,7605.1924,7613.333333333333
|
||||
2024-08-29,2024-08-28,7602.9434,7608.3643,7635.2944,7594.035,7587.436,7604.985,7606.4478,7607.627,7569.4517,7620.2505,7601.8047,7190.0205,7605.918,7585.48,7603.226,7612.3564,7579.8047,7596.4956,7593.8525,7603.7075,7613.333333333333
|
||||
2024-08-30,2024-08-28,7599.825,7598.536,7622.3096,7592.188,7583.2617,7610.5996,7608.21,7595.7617,7555.049,7577.189,7599.1743,7181.1367,7600.4575,7588.8813,7620.052,7612.361,7580.755,7596.584,7598.79,7595.964,7606.666666666667
|
||||
2024-08-30,2024-08-29,7609.3745,7614.731,7640.5425,7599.8247,7597.6665,7608.6685,7613.7505,7606.2397,7578.762,7626.3467,7608.4243,7180.841,7616.873,7591.6807,7603.472,7615.532,7580.9814,7602.721,7602.7954,7603.9004,7606.666666666667
|
||||
2024-09-02,2024-08-29,7605.737,7610.715,7627.552,7597.42,7589.4087,7616.448,7615.529,7594.992,7563.8325,7585.988,7608.6426,7171.8594,7613.09,7601.299,7622.8237,7615.4404,7582.075,7602.3794,7603.461,7600.3164,7583.333333333333
|
||||
2024-09-02,2024-08-30,7598.509,7613.442,7643.0615,7603.3955,7601.1577,7610.015,7604.3984,7596.346,7581.0083,7628.209,7615.5317,7172.1533,7596.1123,7600.178,7607.1987,7600.6675,7582.0073,7602.797,7609.5605,7598.2456,7583.333333333333
|
||||
2024-09-03,2024-08-30,7595.8896,7609.3066,7630.0366,7601.2505,7598.001,7603.476,7602.6655,7586.8086,7566.1343,7588.454,7611.6055,7163.0635,7591.1353,7608.4917,7608.38,7599.3584,7583.1606,7602.1846,7610.7944,7590.477,7562.5
|
||||
2024-09-03,2024-09-02,7574.0063,7569.174,7639.461,7605.751,7605.002,7590.064,7577.1504,7578.2515,7569.765,7623.4067,7602.883,7163.538,7577.347,7601.111,7582.678,7576.289,7581.265,7600.399,7598.329,7583.065,7562.5
|
||||
2024-09-04,2024-09-02,7572.9106,7568.394,7626.629,7602.9644,7596.8076,7586.5215,7576.875,7570.2163,7556.1147,7581.0034,7598.969,7154.378,7577.764,7602.6665,7579.98,7576.351,7582.423,7600.0664,7600.7397,7582.096,7535.0
|
||||
2024-09-04,2024-09-03,7559.968,7561.8926,7630.5176,7610.4194,7599.831,7577.4707,7556.5176,7556.499,7549.4766,7612.7363,7575.879,7154.395,7564.5205,7592.4673,7567.1357,7555.2354,7578.5073,7599.668,7583.605,7575.5522,7535.0
|
||||
2024-09-05,2024-09-03,7566.034,7556.9624,7618.0225,7605.9497,7592.958,7571.645,7555.304,7550.504,7537.105,7564.954,7583.464,7145.1865,7562.6533,7609.282,7555.678,7554.374,7579.783,7599.1074,7577.7075,7579.5576,7475.0
|
||||
2024-09-05,2024-09-04,7530.6196,7542.3496,7616.438,7618.735,7589.7856,7554.7964,7529.5605,7534.5537,7521.579,7595.8184,7552.0,7144.02,7540.8965,7576.624,7539.305,7530.318,7572.49,7596.1367,7571.7466,7578.1,7475.0
|
||||
2024-09-06,2024-09-04,7537.33,7532.7817,7605.4683,7612.3345,7584.9727,7552.6636,7530.2583,7529.279,7511.004,7543.577,7557.1357,7134.7256,7548.308,7595.8984,7524.9585,7529.018,7574.148,7594.2324,7563.194,7577.637,7442.5
|
||||
2024-09-06,2024-09-05,7479.267,7486.8887,7594.027,7636.8057,7573.635,7518.216,7463.0,7494.6704,7477.5596,7565.689,7517.1426,7130.5293,7487.7964,7564.0938,7482.6963,7479.407,7557.3696,7574.3394,7531.5405,7576.9316,7442.5
|
||||
2024-09-09,2024-09-05,7488.4336,7472.859,7586.456,7627.3613,7571.2363,7516.8594,7465.641,7488.3096,7469.932,7504.1953,7524.4146,7121.082,7493.035,7582.6196,7459.007,7477.097,7560.1255,7569.719,7523.1816,7561.874,7422.5
|
||||
2024-09-09,2024-09-06,7446.8403,7434.7295,7571.0425,7655.377,7542.836,7481.295,7435.5547,7458.6577,7432.0566,7534.4033,7483.548,7115.069,7460.011,7544.817,7448.6157,7438.3794,7540.8105,7553.3003,7500.709,7553.8823,7422.5
|
||||
2024-09-10,2024-09-06,7438.338,7423.3857,7566.5645,7643.7827,7549.9873,7483.272,7428.5957,7451.1333,7425.1504,7462.4336,7481.0435,7105.505,7431.7295,7564.286,7424.5713,7434.4243,7544.675,7545.2236,7482.249,7501.4224,7412.5
|
||||
2024-09-10,2024-09-09,7403.1177,7394.2896,7551.2046,7683.31,7513.816,7438.76,7414.4907,7444.0195,7394.5327,7508.001,7452.6465,7096.947,7405.5884,7526.6787,7414.1123,7408.4683,7523.7017,7532.74,7467.56,7496.5205,7412.5
|
||||
2024-09-11,2024-09-09,7373.584,7380.231,7549.0903,7663.4395,7525.8823,7456.03,7409.992,7435.7344,7389.064,7425.6104,7440.462,7087.3325,7363.5015,7538.136,7411.074,7402.5156,7528.544,7522.918,7454.916,7467.6235,7387.5
|
||||
2024-09-11,2024-09-10,7380.7466,7362.641,7536.3203,7685.7397,7483.5264,7418.558,7407.332,7440.345,7367.6045,7487.8115,7430.6064,7077.6553,7374.637,7494.6616,7402.6553,7392.4976,7507.1445,7519.2983,7445.7334,7466.0234,7387.5
|
||||
2024-09-12,2024-09-10,7344.825,7347.982,7536.5283,7671.9453,7506.83,7437.4136,7408.1963,7430.975,7363.0293,7397.168,7417.676,7068.039,7337.042,7511.922,7410.947,7384.861,7512.7764,7508.429,7420.767,7449.4272,7380.0
|
||||
2024-09-12,2024-09-11,7357.28,7334.436,7524.5713,7599.1577,7448.3843,7399.587,7383.7524,7423.7783,7344.3003,7468.2017,7415.3784,7055.946,7357.101,7480.502,7372.719,7366.67,7487.7607,7458.3843,7421.9385,7444.7437,7380.0
|
||||
2024-09-13,2024-09-11,7325.9863,7321.4185,7526.181,7625.233,7486.26,7421.5796,7387.649,7414.4224,7340.569,7369.263,7398.9746,7046.4844,7331.4854,7494.345,7401.034,7358.0645,7494.1245,7449.285,7399.3467,7436.46,7395.0
|
||||
2024-09-13,2024-09-12,7356.929,7327.793,7516.1157,7583.3145,7432.861,7374.9517,7379.9307,7408.5684,7326.8696,7454.449,7400.4956,7034.0503,7358.9795,7465.515,7353.9575,7360.1924,7469.4536,7394.8213,7398.8286,7434.2417,7395.0
|
||||
2024-09-14,2024-09-12,7327.2744,7322.1074,7518.5347,7618.336,7481.4736,7403.0537,7384.178,7399.999,7323.8853,7349.126,7377.1924,7024.7314,7335.505,7482.5996,7399.54,7352.8887,7476.38,7395.3047,7383.561,7419.3916,7375.0
|
||||
2024-09-14,2024-09-13,7378.346,7357.502,7512.7114,7559.5156,7417.1484,7378.339,7399.6885,7416.552,7321.8584,7450.69,7392.387,7012.0405,7379.8677,7462.3115,7363.815,7382.7837,7454.4023,7388.118,7392.143,7421.8916,7375.0
|
||||
2024-09-18,2024-09-13,7353.691,7363.09,7515.31,7598.492,7471.6772,7399.286,7404.688,7407.447,7319.153,7343.1206,7369.6807,7002.755,7360.058,7473.499,7422.4717,7381.7354,7461.567,7385.769,7374.4917,7421.469,7342.5
|
||||
2024-09-18,2024-09-14,7364.0938,7352.7817,7509.7256,7517.6504,7402.745,7383.8335,7373.133,7414.4854,7315.999,7444.002,7378.405,6990.1606,7362.5195,7450.429,7344.708,7363.4824,7437.4546,7352.1724,7386.617,7414.9634,7342.5
|
||||
2024-09-19,2024-09-14,7368.056,7361.131,7512.519,7564.355,7462.092,7399.1685,7383.1724,7404.6157,7313.712,7333.01,7365.8574,6980.8535,7362.5923,7470.519,7411.227,7362.683,7444.643,7350.771,7362.679,7420.633,7325.0
|
||||
2024-09-19,2024-09-18,7340.513,7338.186,7503.9214,7467.2886,7394.943,7361.239,7344.11,7386.0757,7300.694,7433.201,7354.2954,6967.4937,7347.522,7440.848,7313.8496,7329.159,7418.351,7315.4175,7377.4653,7408.562,7325.0
|
||||
2024-09-20,2024-09-18,7347.9165,7348.468,7507.2393,7523.512,7461.243,7374.883,7354.8955,7377.552,7299.2007,7316.8354,7351.6245,6958.5674,7353.0625,7472.0415,7373.232,7326.4287,7425.539,7320.6436,7346.976,7407.1924,7340.0
|
||||
2024-09-20,2024-09-19,7332.225,7328.2573,7496.6865,7414.9233,7382.5366,7337.705,7329.8745,7363.203,7281.121,7421.108,7338.808,6945.2334,7326.643,7437.8765,7308.2134,7327.742,7399.3057,7297.954,7368.722,7394.8657,7340.0
|
||||
2024-09-23,2024-09-19,7329.3755,7337.879,7500.674,7479.551,7447.3306,7344.4707,7333.7363,7356.925,7280.5103,7298.791,7330.607,6936.8887,7330.8984,7459.3813,7338.0034,7324.687,7406.263,7296.633,7335.556,7393.4224,7310.0
|
||||
2024-09-23,2024-09-20,7347.054,7347.7495,7492.5156,7373.4146,7373.1914,7321.4536,7348.245,7371.8374,7271.2476,7417.322,7329.5586,6924.01,7338.0947,7431.937,7315.907,7344.234,7384.656,7307.455,7367.265,7376.7026,7310.0
|
||||
2024-09-24,2024-09-20,7349.269,7361.5176,7496.8257,7439.21,7421.568,7332.5527,7353.0835,7364.1465,7270.896,7293.009,7317.052,6916.161,7348.4644,7428.9683,7346.47,7345.776,7390.959,7296.7837,7334.0117,7380.3506,7280.0
|
||||
2024-09-24,2024-09-23,7312.13,7318.9697,7487.429,7329.532,7360.6934,7324.3706,7310.7773,7365.792,7257.956,7407.3184,7311.73,6903.1025,7312.5186,7412.353,7297.7607,7312.1465,7369.1084,7275.2197,7359.21,7359.6836,7280.0
|
||||
2024-09-25,2024-09-23,7340.1016,7329.843,7492.1597,7400.833,7404.726,7326.8306,7318.9736,7357.564,7258.2715,7278.5615,7316.1016,6896.041,7337.2563,7414.2095,7318.435,7309.768,7374.82,7268.7817,7316.727,7369.49,7315.0
|
||||
2024-09-25,2024-09-24,7294.151,7288.5176,7480.1963,7289.288,7346.0967,7305.6816,7285.516,7335.3184,7237.7627,7392.8657,7294.8916,6882.8867,7296.3154,7376.5923,7276.097,7280.7686,7352.611,7258.1846,7346.292,7349.7046,7315.0
|
||||
2024-09-26,2024-09-24,7312.105,7293.261,7485.609,7362.874,7392.0737,7307.9478,7290.1743,7330.4873,7239.0376,7258.1777,7300.4893,6876.651,7311.5386,7390.3525,7283.577,7274.3545,7357.775,7261.815,7299.171,7342.0654,7310.0
|
||||
2024-09-26,2024-09-25,7330.001,7312.1006,7477.6455,7281.814,7334.8726,7293.1772,7327.9126,7343.143,7232.977,7392.8125,7304.7837,6864.523,7322.9644,7367.0737,7304.419,7316.0483,7343.2427,7288.839,7329.518,7330.3115,7310.0
|
||||
2024-09-27,2024-09-25,7306.175,7318.129,7483.2715,7337.574,7367.087,7300.5513,7325.8105,7338.016,7234.25,7257.9585,7292.1055,6858.909,7307.159,7362.3516,7312.6416,7316.2734,7347.4624,7291.555,7306.418,7323.033,7310.0
|
||||
2024-09-27,2024-09-26,7300.551,7313.3022,7477.0156,7264.9907,7319.775,7305.466,7308.4014,7360.037,7233.429,7391.683,7307.597,6847.3623,7294.8877,7354.269,7298.939,7311.4487,7334.7627,7292.3345,7317.955,7315.4946,7310.0
|
||||
2024-09-29,2024-09-26,7297.781,7314.468,7482.597,7319.5845,7343.239,7308.774,7311.285,7352.075,7234.7036,7256.672,7295.504,6842.238,7294.8594,7338.9414,7320.3506,7311.8525,7338.4907,7297.698,7301.517,7327.5156,7365.0
|
||||
2024-09-29,2024-09-27,7307.3276,7305.8843,7477.1704,7251.538,7319.156,7312.571,7314.1733,7356.7593,7235.3833,7392.421,7296.1187,6831.994,7324.7456,7328.3086,7291.6104,7312.104,7327.6436,7298.1494,7314.831,7322.0645,7365.0
|
||||
2024-09-30,2024-09-27,7309.3926,7314.3423,7482.684,7308.704,7342.6055,7323.8853,7322.3735,7348.9487,7236.664,7257.982,7300.576,6827.205,7323.3066,7344.321,7332.0474,7313.378,7331.0225,7304.853,7291.379,7327.2725,7420.0
|
||||
2024-09-30,2024-09-29,7391.1797,7379.432,7483.1123,7280.4297,7319.8574,7339.356,7379.1646,7380.83,7255.511,7411.319,7329.0244,6818.6553,7393.7773,7328.9873,7348.67,7362.6216,7325.965,7327.6914,7338.404,7345.2104,7420.0
|
||||
2024-10-08,2024-09-29,7382.2227,7373.595,7487.9634,7314.948,7341.3154,7344.8774,7384.734,7372.036,7255.737,7284.354,7326.1885,6814.0674,7377.1587,7344.2114,7383.0156,7359.861,7328.9824,7332.5186,7327.046,7341.3804,7602.5
|
||||
2024-10-08,2024-09-30,7413.0845,7416.877,7495.758,7303.8896,7336.0815,7379.6763,7426.1226,7433.2764,7294.131,7441.999,7386.9604,6807.759,7424.216,7351.918,7391.991,7429.361,7325.9917,7352.9624,7361.9175,7380.5317,7602.5
|
||||
2024-10-09,2024-09-30,7408.662,7406.871,7499.4194,7317.4355,7338.6826,7396.767,7437.1035,7423.135,7292.796,7328.223,7366.8325,6803.2485,7404.883,7330.8896,7442.4175,7428.5015,7329.085,7353.7505,7370.8354,7360.091,7602.5
|
||||
2024-10-09,2024-10-08,7631.9785,7603.009,7529.6895,7363.7896,7387.436,7473.9263,7643.5625,7556.024,7391.7417,7517.516,7476.9995,6801.804,7680.329,7372.2114,7540.6914,7599.1904,7321.65,7543.9097,7447.465,7572.8535,7602.5
|
||||
2024-10-10,2024-10-08,7672.0405,7632.011,7529.706,7336.2974,7342.1255,7514.883,7677.5967,7543.8496,7386.114,7436.027,7448.865,6797.0083,7714.764,7369.875,7650.087,7602.3833,7327.6743,7543.721,7451.969,7579.11,7585.0
|
||||
2024-10-10,2024-10-09,7608.9624,7628.272,7569.152,7353.5684,7436.785,7546.2275,7600.058,7629.4175,7484.7144,7565.009,7558.6626,6797.5337,7594.2314,7413.3086,7556.961,7629.1777,7325.912,7558.324,7514.6978,7572.2427,7585.0
|
||||
2024-10-11,2024-10-09,7588.6675,7573.9814,7564.166,7339.2495,7387.977,7577.379,7605.09,7611.248,7472.2427,7495.811,7539.7983,6792.4536,7550.1587,7420.234,7675.492,7632.4146,7333.6665,7534.5396,7535.2974,7549.997,7575.0
|
||||
2024-10-11,2024-10-10,7538.5127,7572.751,7599.6733,7342.6777,7502.573,7564.762,7579.344,7582.401,7537.1387,7606.688,7609.0107,6796.104,7575.006,7414.0137,7545.372,7584.098,7332.3164,7571.738,7528.379,7525.2793,7575.0
|
||||
2024-10-12,2024-10-10,7505.4697,7552.6436,7590.427,7347.026,7435.995,7587.775,7566.9917,7574.409,7522.167,7543.4478,7577.469,6790.642,7540.5317,7482.234,7641.2188,7581.769,7341.137,7557.334,7547.208,7494.86,7576.666666666667
|
||||
2024-10-12,2024-10-11,7552.965,7570.9873,7617.778,7364.655,7512.9614,7569.783,7561.3716,7543.6143,7553.0386,7622.835,7613.737,6795.425,7537.328,7470.768,7551.006,7551.176,7341.6694,7573.3906,7528.143,7507.7534,7576.666666666667
|
||||
2024-10-14,2024-10-11,7550.898,7536.119,7606.075,7373.006,7442.4014,7569.5723,7546.4116,7540.86,7538.94,7565.9155,7562.9688,6789.5977,7507.728,7547.6763,7606.2373,7543.1357,7351.2236,7571.474,7566.9185,7467.8237,7565.0
|
||||
2024-10-14,2024-10-12,7585.806,7626.7485,7625.767,7431.578,7560.9424,7549.671,7562.6626,7559.3774,7552.142,7637.95,7572.1753,6796.7163,7572.2075,7457.2583,7534.9077,7550.0396,7355.174,7676.731,7542.2246,7498.2915,7565.0
|
||||
2024-10-15,2024-10-12,7592.629,7578.214,7613.504,7422.923,7451.4473,7556.226,7562.2236,7553.112,7539.084,7587.229,7538.716,6790.444,7580.7314,7551.6406,7584.429,7537.4287,7365.2075,7669.262,7570.989,7476.8687,7527.5
|
||||
2024-10-15,2024-10-14,7579.882,7596.2397,7625.3,7534.934,7568.6807,7547.1196,7558.639,7569.609,7541.5913,7643.272,7542.505,6798.1084,7576.7427,7475.6953,7545.067,7522.3916,7371.3423,7764.1387,7566.04,7478.5537,7527.5
|
||||
2024-10-16,2024-10-14,7592.7515,7566.288,7613.237,7492.4883,7437.3403,7519.308,7563.3315,7560.211,7529.6763,7593.3486,7551.0957,6791.4155,7571.9736,7571.1045,7552.4365,7505.0137,7381.521,7744.5264,7561.62,7476.216,7477.5
|
||||
2024-10-16,2024-10-15,7556.208,7535.824,7614.7974,7612.6997,7572.009,7521.667,7525.057,7536.0215,7516.199,7634.766,7540.8735,6799.9624,7519.145,7476.7944,7538.304,7456.104,7385.4346,7773.098,7590.3696,7474.171,7477.5
|
||||
2024-10-17,2024-10-15,7566.637,7511.302,7604.057,7550.7134,7445.9595,7453.495,7518.064,7529.9165,7506.2964,7580.8735,7536.3384,6792.8667,7521.991,7537.605,7488.4146,7437.848,7395.5093,7762.0894,7579.359,7474.274,7467.5
|
||||
2024-10-17,2024-10-16,7493.691,7457.064,7594.763,7663.5615,7586.728,7437.2627,7474.095,7488.2686,7475.6333,7608.518,7523.8755,6800.6816,7474.467,7505.676,7469.2856,7423.5044,7400.7104,7716.454,7527.7627,7462.6743,7467.5
|
||||
2024-10-18,2024-10-16,7487.5425,7427.6274,7587.0923,7595.7344,7444.1045,7409.862,7462.0664,7482.67,7468.2144,7543.933,7493.7666,6793.3257,7488.0674,7501.085,7430.5117,7413.363,7410.2925,7719.297,7557.278,7464.6094,7370.0
|
||||
2024-10-18,2024-10-17,7490.0264,7455.2656,7576.0186,7734.297,7553.841,7455.352,7462.947,7471.0215,7440.359,7575.0684,7471.0044,6801.602,7471.956,7453.292,7481.1016,7440.2573,7420.085,7730.1694,7483.699,7463.8613,7370.0
|
||||
2024-10-21,2024-10-17,7492.4355,7429.0767,7570.9824,7651.4297,7443.892,7421.221,7443.694,7464.1636,7433.4873,7503.6064,7453.317,6793.999,7470.704,7495.053,7438.822,7433.472,7428.777,7749.4224,7486.3003,7460.468,7362.5
|
||||
2024-10-21,2024-10-18,7353.351,7308.5205,7549.16,7585.95,7527.4966,7410.323,7347.426,7425.53,7385.9404,7522.41,7392.8594,6799.5283,7352.3726,7396.9263,7353.257,7328.8833,7426.669,7379.2812,7409.009,7451.06,7362.5
|
||||
2024-10-22,2024-10-18,7377.4707,7302.1714,7547.434,7598.1104,7440.7705,7415.649,7348.9087,7417.0815,7381.101,7438.9727,7403.5205,6791.922,7383.4546,7474.9224,7383.926,7325.762,7434.966,7370.5425,7428.974,7461.2534,7346.666666666667
|
||||
2024-10-22,2024-10-21,7385.633,7336.926,7526.0044,7395.4067,7483.751,7361.5083,7353.7134,7388.6143,7339.1064,7487.341,7354.0,6797.442,7384.2993,7348.552,7347.6123,7326.1997,7433.2764,7369.127,7353.95,7443.5894,7346.666666666667
|
||||
2024-10-23,2024-10-21,7410.0,7342.8657,7527.85,7487.8022,7425.0825,7372.112,7349.834,7381.3965,7335.5737,7392.9414,7375.811,6789.8174,7370.212,7479.4727,7366.1763,7320.742,7441.1484,7363.7466,7368.535,7429.6255,7357.5
|
||||
2024-10-23,2024-10-22,7357.6904,7353.8774,7509.706,7416.534,7397.131,7336.7617,7337.5586,7384.507,7304.3696,7460.0596,7371.883,6793.082,7344.997,7412.7456,7326.1157,7317.222,7438.1465,7329.102,7347.1733,7423.256,7357.5
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||||
2024-10-24,2024-10-22,7364.4175,7344.384,7513.0435,7503.4272,7387.1396,7363.3135,7330.988,7376.6353,7302.0596,7356.0576,7354.7803,6785.5547,7321.549,7440.4023,7353.1865,7308.91,7445.6836,7302.3174,7374.2944,7391.385,7352.5
|
||||
2024-10-24,2024-10-23,7324.4136,7355.227,7500.924,7421.8315,7403.5303,7312.6978,7347.906,7394.0923,7288.242,7446.435,7367.636,6789.338,7350.7324,7433.7026,7307.599,7335.7446,7437.236,7356.079,7337.8545,7402.7627,7352.5
|
||||
2024-10-25,2024-10-23,7336.4487,7334.618,7504.804,7503.5703,7419.3184,7361.763,7357.918,7384.545,7286.589,7337.068,7333.3887,6781.8594,7365.4204,7436.4062,7369.9976,7329.6465,7444.8286,7336.049,7354.783,7386.3486,7372.5
|
||||
2024-10-25,2024-10-24,7324.4805,7319.6836,7496.5674,7416.6406,7385.0864,7351.1943,7357.915,7392.134,7281.839,7438.4805,7355.1587,6784.0947,7332.814,7445.163,7324.0176,7334.3164,7429.847,7320.492,7369.863,7388.2217,7372.5
|
||||
2024-10-28,2024-10-24,7297.728,7320.8755,7500.6426,7502.299,7444.701,7369.165,7366.786,7382.5864,7280.6133,7325.571,7337.3286,6776.7324,7308.656,7449.03,7383.498,7330.3364,7437.822,7297.8286,7338.334,7396.7583,7373.333333333333
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||||
2024-10-28,2024-10-25,7360.5635,7371.8804,7497.0264,7405.7954,7380.672,7358.613,7380.716,7397.8135,7287.192,7438.9062,7358.5576,6779.8906,7374.9316,7409.114,7339.629,7365.1553,7414.48,7447.3066,7372.451,7390.953,7373.333333333333
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||||
2024-10-29,2024-10-25,7334.5186,7363.5874,7500.908,7486.715,7442.1587,7373.5894,7388.423,7388.6763,7285.8896,7325.282,7342.0244,6772.5728,7360.0283,7430.8115,7409.7393,7367.5566,7422.297,7448.896,7345.3125,7392.0776,7380.0
|
||||
2024-10-29,2024-10-28,7366.0474,7364.8853,7499.2363,7400.3906,7376.06,7363.9927,7375.643,7405.5205,7295.0767,7440.577,7362.5913,6774.8296,7367.951,7426.683,7332.329,7377.94,7400.7095,7407.6914,7354.2974,7382.495,7380.0
|
||||
2024-10-30,2024-10-28,7358.8184,7375.4004,7502.805,7476.1377,7432.6274,7385.632,7385.4575,7395.9185,7293.6675,7326.241,7348.8525,6767.5938,7360.665,7432.9194,7418.371,7381.5723,7408.1396,7406.57,7345.016,7392.728,7330.0
|
||||
2024-10-30,2024-10-29,7391.2466,7393.021,7502.2407,7357.8896,7372.4043,7386.098,7381.7544,7408.746,7303.407,7439.874,7358.574,6770.8994,7390.0283,7411.1025,7349.817,7386.973,7389.3887,7389.226,7371.794,7391.08,7330.0
|
||||
2024-10-31,2024-10-29,7395.2217,7390.8384,7505.5024,7471.815,7428.8657,7400.9077,7392.1284,7399.029,7301.842,7322.1426,7354.4155,6763.7026,7394.27,7446.057,7422.876,7390.872,7396.3247,7395.2974,7343.9644,7398.0854,7340.0
|
||||
2024-10-31,2024-10-30,7340.03,7331.3022,7499.2705,7311.2324,7377.415,7351.8276,7327.7393,7381.029,7292.575,7430.913,7339.264,6765.5005,7336.5024,7426.7637,7295.9043,7335.2197,7374.618,7256.269,7367.3765,7386.595,7340.0
|
||||
2024-11-01,2024-10-30,7352.657,7333.2183,7502.854,7433.4736,7433.0645,7368.7983,7339.989,7372.6836,7291.7036,7307.4185,7345.709,6758.446,7352.7563,7447.5425,7362.9683,7337.1255,7381.148,7282.326,7347.3027,7387.697,7363.333333333333
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||||
2024-11-01,2024-10-31,7340.9155,7356.561,7495.8813,7290.1514,7376.73,7340.8003,7347.7134,7367.9053,7281.8267,7426.291,7331.4717,6761.173,7338.3433,7408.6846,7332.925,7345.2915,7363.264,7302.2773,7374.579,7384.8755,7363.333333333333
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||||
2024-11-04,2024-10-31,7334.956,7367.601,7499.8315,7403.257,7424.0566,7331.4775,7351.831,7361.0537,7281.346,7299.075,7340.4404,6754.197,7348.6724,7439.178,7339.813,7348.73,7368.9683,7324.713,7332.5977,7379.964,7360.0
|
||||
2024-11-04,2024-11-01,7358.5034,7366.601,7495.8027,7377.022,7366.5786,7339.5415,7372.479,7390.0366,7282.4736,7431.2524,7344.363,6756.371,7352.1904,7427.2246,7346.5044,7368.017,7357.069,7368.337,7389.48,7381.308,7360.0
|
||||
2024-11-05,2024-11-01,7362.7666,7373.2866,7499.74,7416.3745,7388.766,7337.6367,7375.686,7380.8813,7281.801,7305.397,7342.047,6749.473,7365.6235,7399.995,7361.3506,7369.894,7361.552,7377.927,7359.887,7374.6445,7357.5
|
||||
2024-11-05,2024-11-04,7365.706,7388.1797,7496.672,7379.1123,7377.243,7349.862,7361.243,7401.533,7285.8296,7432.669,7343.934,6752.5015,7362.8545,7392.785,7354.167,7361.423,7353.113,7367.8716,7386.8755,7369.2334,7357.5
|
||||
2024-11-06,2024-11-04,7382.21,7391.239,7500.5107,7393.882,7386.575,7343.4023,7368.549,7390.9966,7285.0312,7307.013,7360.765,6745.657,7380.704,7386.194,7355.8145,7361.261,7356.4043,7380.02,7353.2334,7363.7007,7383.333333333333
|
||||
2024-11-06,2024-11-05,7359.0474,7389.8115,7497.389,7364.4014,7364.8843,7367.0264,7366.649,7392.287,7288.0894,7433.4307,7352.145,6748.305,7372.189,7375.649,7362.2,7354.838,7350.3467,7375.6284,7391.911,7366.3486,7383.333333333333
|
||||
2024-11-07,2024-11-05,7341.1514,7394.767,7501.1533,7373.7964,7374.722,7355.316,7364.5273,7382.8887,7287.269,7307.937,7368.82,6741.522,7367.789,7368.271,7359.0293,7353.653,7352.775,7368.077,7356.7324,7362.318,7366.666666666667
|
||||
2024-11-07,2024-11-06,7392.925,7390.3574,7500.674,7361.917,7363.0356,7367.0034,7391.522,7402.0723,7297.8115,7440.0693,7375.735,6745.254,7387.241,7359.8613,7382.8604,7383.6704,7352.996,7368.801,7371.1567,7366.4814,7366.666666666667
|
||||
2024-11-08,2024-11-06,7391.0244,7386.735,7504.1045,7361.8413,7362.3506,7360.493,7388.8984,7393.119,7296.5747,7318.097,7363.346,6738.4688,7382.9673,7355.846,7383.3267,7382.911,7354.1353,7366.6597,7372.0967,7363.563,7383.333333333333
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||||
2024-11-08,2024-11-07,7350.2275,7364.7134,7502.312,7344.3745,7364.493,7374.6855,7360.6343,7406.0454,7301.4966,7441.398,7370.2637,6741.7715,7357.0923,7360.4624,7358.2505,7356.7188,7352.8257,7354.8696,7354.8384,7362.934,7383.333333333333
|
||||
2024-11-11,2024-11-07,7342.5435,7358.871,7505.6104,7353.7686,7356.7466,7383.666,7359.9727,7396.216,7300.2197,7321.4463,7364.738,6735.0205,7354.2505,7354.8394,7379.8667,7355.744,7353.955,7356.22,7363.5684,7357.5957,7340.0
|
||||
2024-11-11,2024-11-08,7385.674,7396.088,7504.7124,7352.8545,7366.3354,7383.8115,7385.3657,7407.3184,7307.41,7447.9644,7360.991,6739.4424,7382.939,7340.5015,7375.6377,7380.9834,7353.695,7361.5483,7360.705,7370.519,7340.0
|
||||
2024-11-12,2024-11-08,7383.909,7396.0796,7507.808,7356.7314,7359.769,7392.8794,7387.944,7397.7124,7305.8984,7333.5337,7365.9204,6732.6733,7378.448,7378.5703,7398.418,7379.8525,7354.9165,7362.512,7357.522,7369.578,7306.666666666667
|
||||
2024-11-12,2024-11-11,7319.7456,7341.4536,7502.023,7345.027,7359.7964,7364.5845,7333.435,7387.474,7297.8535,7444.2363,7359.959,6736.089,7324.999,7360.8105,7336.3667,7332.6284,7352.927,7345.152,7358.696,7360.5767,7306.666666666667
|
||||
2024-11-13,2024-11-11,7306.4165,7341.671,7505.4126,7353.0625,7360.218,7367.1636,7339.733,7378.644,7296.842,7331.004,7362.9126,6729.381,7322.6323,7377.095,7347.864,7332.062,7354.1914,7348.988,7367.2065,7352.116,7323.333333333333
|
||||
2024-11-13,2024-11-12,7302.963,7333.348,7494.48,7325.2065,7365.0625,7327.95,7300.2153,7354.2134,7274.9688,7431.155,7337.074,6733.062,7318.795,7359.5386,7311.3467,7302.53,7346.4746,7325.5234,7336.7354,7358.3794,7323.333333333333
|
||||
2024-11-14,2024-11-12,7297.398,7316.955,7498.6323,7341.583,7365.11,7324.365,7301.085,7348.448,7274.8965,7313.856,7338.168,6726.424,7313.0747,7375.896,7293.789,7301.3716,7348.159,7326.6665,7334.8257,7351.891,7353.333333333333
|
||||
2024-11-14,2024-11-13,7325.928,7309.672,7488.9863,7308.557,7349.3315,7317.939,7326.5464,7354.2534,7260.226,7425.7437,7323.4814,6729.6665,7332.5537,7372.4688,7321.2915,7314.275,7343.46,7323.0693,7341.9263,7355.6216,7353.333333333333
|
||||
2024-11-15,2024-11-13,7314.068,7312.1704,7493.617,7334.587,7348.65,7319.018,7318.69,7348.235,7260.559,7307.0312,7318.4204,6723.089,7310.033,7367.327,7310.2036,7312.774,7345.283,7319.4077,7332.1562,7348.414,7393.333333333333
|
||||
2024-11-15,2024-11-14,7336.239,7376.861,7488.8623,7307.407,7351.657,7321.4653,7355.264,7384.768,7263.142,7431.21,7323.536,6727.1016,7344.904,7346.387,7344.099,7351.467,7342.34,7316.057,7351.962,7347.12,7393.333333333333
|
||||
2024-11-18,2024-11-14,7333.33,7365.9805,7493.412,7326.443,7344.4404,7325.555,7359.6147,7375.2305,7263.0996,7315.3833,7321.206,6720.56,7344.9473,7345.583,7345.006,7349.7476,7344.126,7320.1196,7340.8535,7354.1533,7363.333333333333
|
||||
2024-11-18,2024-11-15,7400.868,7388.281,7495.026,7316.9375,7347.81,7365.6772,7405.9375,7417.948,7284.6113,7447.779,7355.4653,6724.9336,7410.1025,7342.179,7385.918,7395.769,7342.862,7366.8413,7371.755,7371.6357,7363.333333333333
|
||||
2024-11-19,2024-11-15,7400.933,7379.4395,7498.9385,7328.238,7335.1113,7364.2456,7412.8535,7406.918,7283.603,7339.2397,7359.039,6718.3687,7395.446,7333.184,7398.86,7393.793,7344.7827,7365.484,7356.4077,7379.5312,7370.0
|
||||
2024-11-19,2024-11-18,7356.898,7358.485,7498.8604,7304.748,7347.6475,7380.7437,7360.4165,7408.2104,7295.4043,7449.2334,7374.1133,6722.985,7354.748,7349.0684,7364.1787,7351.7812,7342.1035,7327.892,7361.8076,7364.639,7370.0
|
||||
2024-11-20,2024-11-18,7343.9062,7353.892,7502.4023,7318.5093,7344.5073,7378.94,7359.075,7397.944,7294.2896,7341.1587,7369.899,6716.433,7347.986,7341.504,7379.836,7349.155,7343.96,7327.525,7367.626,7358.053,7406.666666666667
|
||||
2024-11-20,2024-11-19,7360.067,7378.86,7501.471,7305.544,7368.882,7366.654,7372.7017,7393.0254,7301.0786,7451.655,7376.7046,6721.3555,7369.2534,7350.207,7350.2837,7355.266,7345.352,7344.3125,7346.478,7358.1377,7406.666666666667
|
||||
2024-11-21,2024-11-19,7357.924,7375.3857,7504.808,7321.85,7363.336,7384.4995,7369.3955,7384.75,7299.8613,7344.032,7359.827,6714.782,7367.4062,7356.983,7388.265,7353.132,7347.1504,7346.0444,7364.7256,7357.034,7430.0
|
||||
2024-11-21,2024-11-20,7397.1274,7428.2646,7507.0464,7348.573,7364.4214,7394.3027,7406.826,7418.2163,7315.598,7462.324,7377.849,6720.464,7386.449,7352.434,7394.5586,7410.42,7348.707,7371.486,7356.3306,7378.2256,7430.0
|
||||
2024-11-22,2024-11-20,7387.5664,7417.6294,7509.8784,7344.922,7359.6167,7405.4795,7407.836,7408.9536,7313.791,7358.7017,7366.4653,6713.8228,7379.63,7381.3433,7426.192,7409.988,7350.715,7368.802,7367.3374,7368.961,7426.666666666667
|
||||
2024-11-22,2024-11-21,7424.3843,7439.337,7515.171,7365.2144,7374.5723,7409.85,7427.5757,7450.949,7336.6396,7480.046,7389.483,6720.0776,7420.616,7353.164,7402.896,7437.3867,7350.6064,7393.011,7388.554,7404.0093,7426.666666666667
|
||||
2024-11-25,2024-11-21,7415.366,7422.0303,7517.2314,7352.9126,7357.5635,7433.4194,7435.8154,7440.3735,7334.1084,7383.733,7390.2754,6713.3164,7409.5083,7381.5312,7456.0195,7437.963,7353.04,7386.495,7394.1484,7402.325,7406.666666666667
|
||||
2024-11-25,2024-11-22,7415.6333,7448.8896,7522.058,7352.417,7389.2754,7418.3096,7425.8203,7453.0356,7352.0645,7493.88,7421.4463,6720.108,7430.3525,7384.553,7412.525,7428.355,7353.52,7404.53,7410.275,7386.384,7406.666666666667
|
||||
2024-11-26,2024-11-22,7409.8667,7441.935,7523.3223,7350.2993,7369.8003,7425.226,7429.729,7442.1763,7349.267,7402.821,7424.2803,6713.2256,7415.759,7408.167,7438.6016,7427.399,7356.2285,7392.409,7413.76,7381.198,7426.666666666667
|
||||
2024-11-26,2024-11-25,7377.8555,7406.6216,7524.26,7339.94,7401.456,7412.696,7402.8213,7431.667,7353.7603,7495.0513,7439.258,6720.117,7391.222,7410.949,7410.305,7387.094,7356.573,7367.1895,7429.55,7384.062,7426.666666666667
|
||||
2024-11-27,2024-11-25,7356.4683,7401.3535,7525.324,7348.901,7389.3926,7387.2676,7396.924,7422.8003,7351.003,7404.152,7426.92,6713.1313,7380.587,7404.469,7401.009,7383.328,7359.35,7360.8003,7428.3584,7369.8994,7423.333333333333
|
||||
2024-11-27,2024-11-26,7425.8965,7465.7637,7526.4375,7347.003,7421.7324,7396.9175,7429.009,7435.6104,7356.9756,7499.156,7436.1006,6720.6846,7439.128,7417.255,7412.9663,7420.863,7358.403,7397.468,7416.183,7396.3594,7423.333333333333
|
||||
2024-11-28,2024-11-26,7425.009,7449.797,7527.2944,7352.978,7386.7104,7392.1084,7424.8022,7426.93,7354.034,7409.581,7412.9814,6713.5605,7433.91,7407.4814,7419.022,7417.686,7361.3677,7388.5815,7426.0396,7383.562,7423.333333333333
|
||||
2024-11-28,2024-11-27,7404.9014,7427.7793,7527.749,7360.0483,7421.1133,7425.5913,7418.3022,7447.8022,7358.788,7498.8096,7407.6484,6721.1562,7397.217,7385.9023,7423.821,7414.058,7361.635,7407.707,7421.1104,7405.597,7423.333333333333
|
||||
2024-11-29,2024-11-27,7391.2485,7406.913,7528.522,7361.1665,7387.869,7414.351,7417.6245,7437.8145,7355.734,7408.703,7407.339,6713.9023,7391.301,7414.0303,7426.2793,7409.579,7364.7207,7397.572,7410.8984,7389.724,7436.666666666667
|
||||
2024-11-29,2024-11-28,7416.2285,7427.6772,7528.4023,7388.696,7426.809,7423.3745,7426.707,7446.949,7359.555,7500.115,7406.2056,6721.9634,7412.6123,7361.5317,7413.1284,7412.9263,7363.753,7437.7036,7419.648,7401.7173,7436.666666666667
|
||||
2024-12-02,2024-11-28,7418.945,7419.41,7529.1367,7374.604,7382.275,7425.9287,7428.535,7436.752,7356.432,7410.642,7412.2334,6714.568,7413.174,7406.8667,7430.3022,7408.814,7366.949,7431.434,7417.171,7406.896,7436.666666666667
|
||||
2024-12-02,2024-11-29,7438.516,7453.014,7530.2617,7417.782,7420.765,7416.967,7443.8325,7449.9775,7364.2505,7505.4775,7433.422,6722.868,7442.3726,7385.8433,7432.2876,7432.053,7370.6895,7463.341,7416.624,7398.2544,7436.666666666667
|
||||
2024-12-03,2024-11-29,7437.369,7444.658,7530.8174,7394.5015,7373.782,7405.269,7441.2817,7440.471,7360.956,7417.737,7418.1704,6715.328,7434.0933,7408.888,7432.4844,7430.216,7373.881,7463.2197,7433.439,7404.894,7443.333333333333
|
||||
2024-12-03,2024-12-02,7440.254,7430.3286,7532.224,7429.0103,7424.2783,7419.052,7438.93,7455.7427,7368.8545,7506.703,7442.0303,6724.0312,7450.365,7411.2275,7427.917,7431.5093,7383.27,7452.3394,7421.4277,7414.7827,7443.333333333333
|
||||
2024-12-04,2024-12-02,7435.7485,7419.052,7532.5195,7409.9824,7383.5054,7415.017,7435.3906,7446.1797,7365.451,7419.3057,7420.728,6716.358,7448.2725,7400.067,7435.0654,7429.957,7385.9717,7455.638,7441.6597,7410.4917,7436.666666666667
|
||||
2024-12-04,2024-12-03,7436.9287,7456.5723,7534.601,7438.9985,7440.675,7433.8623,7446.7896,7459.0864,7374.197,7509.7217,7437.332,6725.3022,7439.393,7410.756,7428.979,7442.0195,7395.086,7446.644,7420.0283,7424.568,7436.666666666667
|
||||
2024-12-05,2024-12-03,7440.023,7453.4224,7534.5205,7423.4976,7404.416,7442.9585,7448.287,7449.4814,7370.6533,7422.735,7430.03,6717.4805,7445.966,7422.0303,7451.1396,7441.3335,7397.3047,7455.425,7432.3384,7421.5264,7380.0
|
||||
2024-12-05,2024-12-04,7432.889,7446.118,7535.6587,7442.426,7436.342,7445.78,7436.76,7456.1353,7375.821,7510.5376,7430.312,6726.595,7430.3076,7394.6846,7435.9795,7430.116,7403.2017,7426.4414,7430.4746,7426.732,7380.0
|
||||
2024-12-06,2024-12-04,7434.871,7438.8726,7535.415,7430.5835,7416.6846,7445.868,7436.2534,7446.6274,7372.2583,7423.4062,7430.6304,6718.6377,7431.142,7428.7495,7447.1562,7428.4473,7405.0986,7430.478,7431.1196,7426.366,7363.333333333333
|
||||
2024-12-06,2024-12-05,7356.483,7385.396,7528.6396,7385.0527,7427.2183,7407.4287,7370.0,7421.593,7356.503,7494.5,7410.9966,6726.994,7368.5396,7399.7876,7379.2524,7369.72,7401.6616,7391.907,7398.0635,7393.2075,7363.333333333333
|
||||
2024-12-09,2024-12-05,7349.1445,7377.2266,7529.452,7401.6953,7408.5337,7406.76,7373.885,7412.828,7353.477,7402.28,7413.1987,6718.9854,7366.3193,7427.72,7383.9854,7368.5645,7403.646,7387.696,7412.3193,7396.496,7330.0
|
||||
2024-12-09,2024-12-06,7361.1353,7381.7305,7518.6963,7391.05,7417.46,7376.576,7359.2876,7391.0464,7330.5503,7476.603,7385.788,6727.1226,7386.203,7407.4927,7364.128,7354.8643,7401.662,7389.2134,7381.5557,7401.4287,7330.0
|
||||
2024-12-10,2024-12-06,7361.13,7366.587,7520.753,7405.3887,7407.121,7377.729,7353.0054,7383.4956,7328.2197,7377.7705,7389.2163,6719.086,7377.89,7434.3223,7353.802,7353.353,7403.6465,7384.058,7386.0444,7393.0684,7333.333333333333
|
||||
2024-12-10,2024-12-09,7327.274,7332.648,7506.6436,7378.7837,7400.182,7352.1797,7320.953,7374.068,7299.742,7453.5293,7357.414,6726.1353,7335.5356,7410.8594,7328.0195,7328.059,7395.4243,7351.5044,7370.235,7402.553,7333.333333333333
|
||||
2024-12-11,2024-12-09,7324.863,7320.2144,7509.9395,7399.243,7400.469,7358.5913,7318.0034,7366.833,7298.4478,7345.07,7356.4355,6718.1436,7324.465,7420.212,7317.316,7325.9453,7397.9116,7347.3345,7368.3467,7388.083,7376.666666666667
|
||||
2024-12-11,2024-12-10,7318.0884,7315.8394,7497.4014,7354.611,7390.0356,7337.0083,7331.0156,7371.6553,7278.1235,7439.214,7335.2183,6725.0913,7327.047,7383.82,7330.131,7321.8696,7387.022,7327.3184,7362.5654,7381.53,7376.666666666667
|
||||
2024-12-12,2024-12-10,7303.9595,7303.2373,7501.4717,7381.07,7394.015,7343.208,7330.5737,7363.7183,7277.539,7325.089,7337.571,6717.135,7301.716,7399.392,7318.091,7318.347,7389.98,7322.2793,7341.331,7360.4478,7383.333333333333
|
||||
2024-12-12,2024-12-11,7360.6665,7372.7725,7496.3486,7336.3667,7365.4062,7349.1626,7386.506,7398.0327,7280.86,7443.3594,7354.3706,6724.067,7373.27,7384.378,7370.968,7373.4355,7383.123,7380.6963,7376.066,7364.1226,7383.333333333333
|
||||
2024-12-13,2024-12-11,7340.8345,7366.8086,7500.392,7365.221,7370.758,7353.029,7388.4097,7388.3374,7279.9233,7330.733,7344.9175,6716.109,7356.455,7376.018,7372.083,7373.8325,7386.094,7370.5483,7357.6567,7370.368,7396.666666666667
|
||||
2024-12-13,2024-12-12,7371.4473,7396.9536,7499.377,7335.1626,7367.9146,7361.519,7385.0723,7418.0996,7293.428,7448.1895,7374.226,6723.263,7392.247,7380.7275,7367.7764,7384.6943,7380.178,7388.751,7372.4507,7368.668,7396.666666666667
|
||||
2024-12-16,2024-12-12,7370.3237,7382.7954,7502.99,7362.165,7374.5996,7367.84,7391.701,7407.459,7292.0654,7337.265,7361.9204,6715.302,7404.2603,7358.9546,7395.0396,7385.5015,7383.127,7386.6157,7372.695,7384.6157,7380.0
|
||||
2024-12-16,2024-12-13,7399.818,7410.235,7504.5884,7435.73,7376.9,7391.2095,7402.5776,7421.5806,7309.577,7454.3354,7383.3096,6722.7007,7414.5923,7377.6445,7379.695,7399.1523,7379.484,7471.636,7369.5854,7386.096,7380.0
|
||||
2024-12-17,2024-12-13,7396.3,7396.4507,7507.6562,7418.398,7387.5024,7402.489,7407.1235,7411.551,7307.764,7344.6587,7376.4795,6714.712,7404.951,7376.15,7423.479,7398.535,7382.4297,7479.03,7367.5576,7389.748,7396.666666666667
|
||||
2024-12-17,2024-12-16,7380.655,7389.86,7507.4565,7376.748,7372.6157,7407.7866,7374.7896,7411.2837,7316.098,7453.359,7377.8555,6722.0327,7383.608,7374.0444,7366.3853,7380.496,7376.4214,7388.397,7363.264,7383.2466,7396.666666666667
|
||||
2024-12-18,2024-12-16,7382.1426,7377.567,7510.2603,7392.924,7394.7153,7420.5464,7373.966,7402.1753,7314.2837,7342.133,7376.794,6714.047,7379.1313,7396.828,7414.8276,7380.5464,7379.327,7385.661,7369.395,7380.4907,7393.333333333333
|
||||
2024-12-18,2024-12-17,7402.3945,7399.2285,7510.536,7389.3574,7383.5737,7391.7495,7393.6797,7415.213,7322.7534,7460.1675,7376.6113,6721.7334,7407.951,7373.0947,7366.8813,7394.575,7374.93,7415.8936,7363.0913,7380.0684,7393.333333333333
|
||||
2024-12-19,2024-12-17,7402.971,7389.3545,7513.0815,7397.0996,7398.3267,7417.1943,7397.4824,7406.1113,7320.7476,7351.291,7372.4873,6713.7134,7401.0312,7408.523,7424.8135,7391.753,7377.7744,7410.7793,7372.398,7380.0,7383.333333333333
|
||||
2024-12-19,2024-12-18,7388.3203,7390.055,7512.58,7387.1865,7376.936,7401.4854,7387.6255,7422.4434,7326.3643,7464.9272,7384.0737,6721.3315,7382.6016,7396.763,7382.771,7387.1514,7373.2754,7383.877,7383.3965,7381.3257,7383.333333333333
|
||||
2024-12-20,2024-12-18,7389.361,7371.884,7514.963,7396.4224,7391.394,7404.485,7392.49,7412.541,7324.26,7358.0225,7389.0674,6713.301,7384.5166,7423.881,7408.712,7384.951,7376.047,7377.8257,7378.2007,7384.915,7360.0
|
||||
2024-12-20,2024-12-19,7380.773,7366.65,7512.5815,7384.677,7388.508,7379.7495,7381.9907,7415.907,7324.4497,7467.2515,7388.484,6721.004,7380.8525,7408.9067,7370.668,7374.7056,7370.647,7389.526,7406.3765,7390.82,7360.0
|
||||
2024-12-23,2024-12-19,7394.782,7363.5107,7515.008,7392.823,7395.387,7380.65,7389.006,7406.1104,7322.428,7362.014,7394.776,6712.959,7402.725,7413.1724,7384.3887,7373.3623,7373.2427,7382.2827,7393.369,7379.164,7343.333333333333
|
||||
2024-12-23,2024-12-20,7363.208,7348.842,7509.148,7378.8877,7398.8833,7365.3594,7357.626,7396.395,7313.4785,7461.303,7383.5146,6720.235,7364.147,7422.6704,7363.207,7351.5312,7366.3506,7380.8174,7400.8174,7381.1943,7343.333333333333
|
||||
2024-12-24,2024-12-20,7359.396,7345.6396,7511.9526,7386.0054,7401.566,7353.1704,7359.561,7387.615,7311.8433,7353.7686,7389.892,6712.22,7360.219,7412.533,7344.5596,7351.113,7368.771,7372.0483,7385.1274,7375.115,7356.666666666667
|
||||
2024-12-24,2024-12-23,7306.525,7336.1387,7503.431,7372.7354,7385.363,7362.088,7340.1294,7380.1094,7297.3843,7448.9277,7360.4175,6719.2847,7319.6826,7394.9707,7356.855,7336.006,7361.0684,7367.919,7392.265,7354.6636,7356.666666666667
|
||||
2024-12-25,2024-12-23,7278.7285,7329.0044,7506.808,7377.1084,7387.3203,7344.0923,7333.13,7372.301,7296.3164,7336.2183,7361.7173,6711.3125,7295.7744,7386.897,7325.3535,7334.8623,7363.212,7357.604,7366.2817,7355.1685,7356.666666666667
|
||||
2024-12-25,2024-12-24,7331.0376,7329.173,7499.885,7391.265,7382.1035,7342.9565,7356.385,7385.731,7289.0977,7443.8184,7345.676,6718.291,7341.3594,7369.0874,7351.626,7352.9004,7358.328,7382.0527,7365.6733,7361.129,7356.666666666667
|
||||
2024-12-26,2024-12-24,7322.19,7322.5767,7503.5664,7379.9463,7366.862,7344.1133,7353.6963,7377.0625,7288.211,7329.1963,7345.774,6710.3555,7327.304,7372.278,7348.605,7352.1406,7360.029,7376.3984,7356.838,7372.6978,7360.0
|
||||
2024-12-26,2024-12-25,7350.839,7344.5835,7498.084,7392.565,7366.3296,7359.367,7354.571,7394.1846,7286.2217,7440.675,7343.139,6717.247,7344.1187,7340.1636,7361.9287,7355.045,7356.637,7377.467,7360.9263,7368.911,7360.0
|
||||
2024-12-27,2024-12-25,7355.114,7337.555,7501.885,7381.237,7356.242,7353.378,7355.119,7384.442,7285.394,7324.9414,7348.078,6709.3467,7339.6187,7360.958,7356.0415,7354.4814,7358.342,7376.5303,7349.624,7358.3115,7366.666666666667
|
||||
2024-12-27,2024-12-26,7360.6743,7336.5664,7497.7495,7384.8057,7359.8623,7350.92,7361.7407,7394.4224,7287.1455,7440.7617,7351.071,6716.2554,7355.1113,7344.336,7350.4224,7360.094,7356.3623,7379.075,7352.2026,7357.29,7366.666666666667
|
||||
2024-12-30,2024-12-26,7359.0103,7334.156,7501.542,7380.3096,7346.043,7356.6875,7363.2065,7384.8438,7286.2803,7325.3574,7349.8545,6708.386,7353.04,7349.711,7366.5337,7359.8223,7358.0723,7384.6025,7357.7466,7359.8213,7340.0
|
||||
2024-12-30,2024-12-27,7364.434,7353.3535,7498.7554,7381.725,7359.114,7356.8433,7367.298,7396.1543,7291.233,7443.0054,7366.104,6715.3657,7363.9375,7360.614,7359.9126,7367.725,7360.397,7375.7944,7348.001,7366.6396,7340.0
|
||||
2024-12-31,2024-12-27,7370.0386,7348.7095,7502.4062,7381.934,7354.172,7359.491,7367.459,7386.9497,7290.2266,7329.158,7354.913,6707.5156,7367.437,7361.194,7373.0156,7367.63,7361.897,7379.145,7360.812,7366.977,7380.0
|
||||
2024-12-31,2024-12-30,7338.6294,7333.9272,7497.0845,7364.408,7358.2637,7353.4097,7334.3164,7384.215,7286.1865,7437.581,7356.93,6714.16,7336.715,7363.5635,7332.377,7336.341,7361.333,7364.0654,7344.792,7362.3867,7380.0
|
||||
2025-01-02,2024-12-30,7342.3877,7329.896,7500.916,7372.1543,7366.549,7359.6455,7335.0723,7375.4756,7285.5166,7322.162,7350.6636,6706.371,7339.1406,7362.954,7352.5396,7334.6084,7362.764,7363.513,7350.1006,7365.7417,7403.333333333333
|
||||
2025-01-02,2024-12-31,7387.7935,7373.2266,7499.1475,7392.649,7363.4023,7361.715,7387.078,7396.0776,7292.8306,7445.4194,7353.7695,6713.601,7393.3716,7353.563,7364.919,7377.9,7361.5215,7378.908,7351.5176,7365.0894,7403.333333333333
|
||||
2025-01-03,2024-12-31,7382.713,7377.7153,7502.7417,7389.1206,7367.642,7372.7495,7391.3896,7387.0728,7291.781,7334.2812,7352.434,6705.802,7387.493,7377.725,7391.38,7376.32,7362.96,7379.44,7349.583,7367.454,7373.333333333333
|
||||
2025-01-03,2025-01-02,7390.7637,7382.6035,7504.7725,7403.4556,7358.153,7391.8604,7403.6147,7426.287,7309.406,7459.7725,7379.806,6713.201,7391.7905,7367.9746,7391.974,7404.127,7362.1016,7391.566,7379.263,7383.4404,7373.333333333333
|
||||
2025-01-06,2025-01-02,7374.1636,7379.137,7507.833,7397.534,7362.804,7400.411,7409.1357,7416.046,7307.6855,7354.659,7377.121,6705.38,7376.5835,7372.424,7416.857,7402.4995,7363.6665,7388.803,7379.509,7376.952,7340.0
|
||||
2025-01-06,2025-01-03,7348.349,7358.7446,7507.0503,7399.258,7372.425,7384.5835,7365.9043,7417.9263,7313.9995,7461.3955,7387.7217,6712.8154,7359.787,7377.626,7364.894,7365.4346,7361.037,7386.568,7377.7944,7375.629,7340.0
|
||||
2025-01-07,2025-01-03,7340.727,7350.3066,7509.9077,7395.2944,7372.3306,7389.167,7371.082,7407.4326,7312.3096,7356.9795,7390.0996,6704.994,7353.8423,7375.994,7382.9917,7364.3853,7362.512,7383.3276,7378.3525,7365.9424,7310.0
|
||||
2025-01-07,2025-01-06,7328.295,7332.1733,7503.6377,7389.2104,7374.8887,7366.505,7336.7554,7379.088,7301.749,7451.6846,7372.2007,6712.0166,7339.8364,7387.7896,7345.205,7332.7803,7357.44,7360.7207,7371.745,7363.062,7310.0
|
||||
2025-01-08,2025-01-06,7318.056,7331.335,7506.889,7391.943,7383.7295,7358.285,7335.6953,7371.626,7300.6396,7343.3394,7376.649,6704.242,7322.8423,7394.2026,7340.237,7331.8623,7359.025,7356.339,7363.277,7366.875,7283.333333333333
|
||||
2025-01-08,2025-01-07,7306.721,7312.7065,7495.7227,7379.988,7372.948,7330.223,7303.524,7352.0747,7277.7983,7434.781,7340.2783,6710.789,7303.964,7371.8145,7312.707,7303.515,7349.498,7339.8687,7348.347,7360.4116,7283.333333333333
|
||||
2025-01-09,2025-01-07,7300.62,7300.633,7499.7866,7387.048,7377.305,7328.207,7298.3325,7347.147,7277.6396,7319.34,7334.7915,6703.095,7295.571,7382.8115,7300.63,7302.222,7351.3438,7336.0586,7344.7085,7359.4653,7280.0
|
||||
2025-01-09,2025-01-08,7277.9663,7287.6367,7485.611,7361.9077,7353.433,7304.8115,7275.5557,7337.1353,7248.7017,7415.6025,7300.02,6708.953,7294.5327,7346.73,7285.222,7278.8633,7338.547,7323.6943,7317.981,7355.7305,7280.0
|
||||
2025-01-10,2025-01-08,7278.5786,7276.441,7490.6455,7379.0303,7354.8643,7306.7427,7274.458,7332.454,7249.693,7292.37,7307.0396,6701.38,7292.183,7369.95,7271.413,7276.7925,7340.853,7320.149,7303.4653,7350.6377,7280.0
|
||||
2025-01-10,2025-01-09,7271.1562,7280.1626,7477.162,7334.198,7325.5107,7294.2856,7278.2417,7330.761,7226.331,7400.8735,7282.024,6706.897,7280.137,7323.875,7283.8223,7269.962,7328.8496,7317.4106,7315.7896,7346.9873,7280.0
|
||||
2025-01-13,2025-01-09,7264.268,7271.8916,7482.979,7353.4434,7330.0527,7294.3604,7277.046,7325.793,7227.8804,7271.3354,7291.245,6699.4443,7265.544,7351.45,7268.363,7266.851,7331.5005,7316.064,7290.458,7330.077,7310.0
|
||||
2025-01-13,2025-01-10,7259.069,7262.6665,7471.8936,7335.153,7316.191,7271.406,7280.1655,7331.118,7213.281,7392.8433,7283.3125,6704.5737,7266.031,7326.6357,7272.3066,7268.487,7321.1147,7306.11,7307.0186,7301.5874,7310.0
|
||||
2025-01-14,2025-01-10,7247.9976,7258.3047,7477.8716,7353.4707,7318.1826,7280.204,7282.9795,7325.868,7215.107,7259.643,7280.49,6697.249,7257.601,7320.3047,7267.2876,7264.902,7324.066,7302.997,7299.0513,7300.8916,7296.666666666667
|
||||
2025-01-14,2025-01-13,7290.36,7308.2544,7471.6704,7379.362,7307.604,7284.602,7317.606,7347.739,7217.0337,7394.4136,7303.874,6702.652,7318.7324,7326.299,7305.7974,7310.467,7318.2983,7341.9478,7305.959,7300.4634,7296.666666666667
|
||||
2025-01-15,2025-01-13,7276.3647,7303.6123,7477.525,7382.0903,7312.318,7286.1567,7317.9014,7341.031,7218.661,7261.071,7285.208,6695.417,7313.7095,7303.4883,7304.0854,7311.0845,7321.3145,7337.3003,7295.2363,7299.683,7293.333333333333
|
||||
2025-01-15,2025-01-14,7284.7866,7276.4917,7472.107,7341.9243,7300.285,7301.038,7294.94,7349.9736,7221.006,7392.1123,7302.786,6700.4937,7286.784,7319.109,7284.0146,7297.646,7313.444,7314.0444,7295.072,7301.42,7293.333333333333
|
||||
2025-01-16,2025-01-14,7275.4263,7274.772,7477.857,7357.912,7312.279,7308.602,7296.7104,7342.768,7222.653,7257.508,7288.266,6693.3804,7281.4067,7303.1597,7317.9395,7298.1626,7316.5444,7312.093,7291.701,7313.2725,7330.0
|
||||
2025-01-16,2025-01-15,7296.415,7271.1313,7472.302,7322.545,7306.277,7300.6304,7292.2163,7339.8315,7222.522,7390.7324,7287.4775,6698.6094,7312.061,7286.8066,7272.9937,7295.1963,7308.4976,7300.4463,7278.3965,7305.953,7330.0
|
||||
2025-01-17,2025-01-15,7291.2915,7272.1465,7478.0103,7346.3916,7325.2803,7317.49,7296.1143,7334.1265,7224.2417,7256.0713,7286.2954,6691.5967,7306.4224,7321.267,7323.3804,7296.3394,7311.661,7310.307,7276.296,7310.331,7316.666666666667
|
||||
2025-01-17,2025-01-16,7339.6416,7330.48,7475.751,7321.0103,7292.7856,7320.55,7332.764,7357.326,7234.6343,7401.1147,7301.321,6697.076,7337.746,7294.54,7311.2344,7333.2266,7306.8193,7327.023,7291.0845,7311.748,7316.666666666667
|
||||
2025-01-20,2025-01-16,7330.4023,7328.9873,7481.242,7342.145,7314.6284,7334.186,7334.8726,7350.2847,7235.902,7270.742,7298.7344,6690.12,7319.6353,7327.113,7357.643,7331.927,7309.9136,7325.2305,7292.263,7316.9854,7300.0
|
||||
2025-01-20,2025-01-17,7312.5815,7309.198,7478.403,7320.1504,7296.602,7317.615,7307.0435,7367.0063,7242.396,7406.5713,7315.633,6695.613,7311.451,7320.385,7293.532,7315.2236,7304.0234,7307.1035,7297.644,7317.464,7300.0
|
||||
2025-01-21,2025-01-17,7319.8125,7296.784,7483.687,7340.7847,7313.525,7334.8994,7315.517,7358.3677,7243.42,7278.8022,7306.148,6688.726,7315.861,7329.408,7340.517,7313.8755,7307.0024,7304.854,7307.437,7316.239,7290.0
|
||||
2025-01-21,2025-01-20,7292.564,7284.1772,7478.4077,7341.1943,7315.0527,7305.838,7299.7134,7349.757,7240.534,7406.6606,7305.4116,6694.16,7306.255,7337.2896,7283.7515,7297.6562,7301.062,7297.0083,7314.1377,7317.09,7290.0
|
||||
2025-01-22,2025-01-20,7303.3203,7283.1885,7483.7397,7358.2734,7332.187,7311.2783,7308.3145,7343.0176,7241.779,7279.192,7313.1904,6687.3516,7314.2915,7348.734,7311.5493,7297.2036,7304.0566,7299.9443,7301.7485,7312.024,7270.0
|
||||
2025-01-22,2025-01-21,7290.555,7292.996,7476.451,7335.037,7317.212,7298.033,7292.018,7334.8096,7232.754,7403.6245,7301.223,6692.6387,7285.6934,7340.716,7292.127,7285.2666,7296.2163,7284.832,7326.6587,7307.21,7270.0
|
||||
2025-01-23,2025-01-21,7282.6753,7293.556,7481.996,7347.3657,7336.7065,7288.4565,7290.3,7330.2305,7234.332,7275.196,7308.0273,6685.918,7283.641,7344.2886,7284.859,7284.83,7298.9756,7283.3877,7305.754,7305.6167,7236.666666666667
|
||||
2025-01-23,2025-01-22,7254.565,7263.94,7472.498,7310.355,7314.473,7275.199,7265.8657,7325.661,7219.1484,7395.2295,7282.537,6690.913,7256.1514,7326.9976,7270.0806,7264.6807,7291.03,7273.5747,7306.4263,7304.2964,7236.666666666667
|
||||
2025-01-24,2025-01-22,7240.757,7257.801,7478.292,7322.96,7320.1953,7271.237,7265.033,7321.278,7221.1035,7263.877,7286.1177,6684.3027,7247.3384,7317.2866,7258.116,7262.918,7293.1436,7269.584,7291.4707,7301.3574,7233.333333333333
|
||||
2025-01-24,2025-01-23,7218.9463,7235.8003,7465.7754,7277.7837,7296.0137,7267.3164,7229.499,7304.1313,7197.36,7377.8784,7256.0073,6688.8213,7230.561,7299.7734,7246.874,7232.002,7282.19,7250.644,7281.518,7292.282,7233.333333333333
|
||||
2025-02-05,2025-01-23,7211.1123,7234.8354,7471.9297,7299.1704,7301.77,7260.615,7228.6543,7300.9717,7199.8774,7239.2266,7264.8853,6682.3594,7218.465,7312.8223,7226.5693,7230.1763,7284.1665,7251.0103,7256.226,7293.485,7223.333333333333
|
||||
2025-02-05,2025-01-24,7221.523,7222.2573,7459.596,7260.447,7282.136,7244.1606,7233.4673,7291.692,7179.022,7364.5522,7240.126,6686.6387,7228.42,7270.641,7235.0645,7225.2344,7273.7915,7234.0625,7270.2744,7290.3013,7223.333333333333
|
||||
2025-02-06,2025-01-24,7213.8525,7218.1714,7465.927,7278.0513,7284.176,7245.469,7231.7627,7290.0483,7181.5327,7220.1787,7241.238,6680.318,7217.0244,7289.583,7223.1094,7223.079,7275.8843,7237.022,7251.2754,7278.6885,7243.333333333333
|
||||
2025-02-06,2025-02-05,7217.277,7215.2563,7454.42,7234.051,7266.4307,7228.095,7219.63,7289.09,7164.441,7353.0435,7235.1426,6684.2275,7214.6104,7266.781,7223.3765,7213.9277,7265.527,7207.822,7243.0,7251.5933,7243.333333333333
|
||||
2025-02-07,2025-02-05,7210.5884,7206.237,7460.746,7257.293,7265.1265,7230.5786,7218.759,7287.3247,7167.0205,7204.4243,7231.411,6678.061,7204.6416,7266.849,7211.5146,7210.988,7267.9277,7201.2026,7239.551,7246.174,7273.333333333333
|
||||
2025-02-07,2025-02-06,7234.2964,7242.859,7452.676,7212.6025,7247.3965,7229.9805,7246.0605,7298.039,7161.7114,7350.6763,7240.6797,6682.115,7237.545,7257.7163,7238.6396,7241.4463,7261.853,7197.9126,7242.2817,7250.657,7273.333333333333
|
||||
2025-02-08,2025-02-06,7219.5396,7233.4893,7458.848,7241.6304,7250.345,7235.4434,7245.2,7295.0396,7164.243,7201.4863,7227.722,6676.0635,7226.1714,7252.3413,7242.94,7240.43,7264.3755,7179.288,7231.2036,7239.3,7290.0
|
||||
2025-02-08,2025-02-07,7270.855,7293.9126,7455.075,7200.5405,7250.9414,7247.43,7279.841,7319.337,7173.06,7359.9976,7249.0337,6680.2954,7288.476,7258.702,7250.988,7275.174,7261.362,7200.5854,7247.9023,7256.348,7290.0
|
||||
2025-02-10,2025-02-07,7272.262,7281.0054,7461.1523,7231.5703,7255.371,7262.0537,7287.8726,7314.3525,7175.4824,7214.556,7237.9746,6674.3267,7296.4785,7254.4014,7290.4185,7274.854,7263.8867,7187.941,7250.2603,7265.223,7293.333333333333
|
||||
2025-02-10,2025-02-08,7293.707,7305.4287,7459.878,7196.0615,7256.2085,7282.0693,7292.7725,7337.26,7190.822,7372.5605,7268.2056,6678.911,7307.2246,7250.2637,7275.301,7287.513,7262.002,7268.9834,7260.31,7280.442,7293.333333333333
|
||||
2025-02-11,2025-02-08,7287.056,7275.6963,7465.8467,7227.055,7267.443,7291.5386,7297.768,7330.638,7193.2593,7232.3086,7267.799,6672.995,7287.885,7258.6606,7313.6885,7283.6714,7264.538,7265.6553,7258.8394,7277.9673,7306.666666666667
|
||||
2025-02-11,2025-02-10,7280.5864,7292.503,7464.735,7198.278,7258.8506,7302.9824,7291.2383,7340.6895,7206.5615,7382.527,7283.8975,6677.7646,7281.464,7267.1646,7276.3145,7273.1436,7261.2715,7278.048,7264.004,7273.3105,7306.666666666667
|
||||
2025-02-12,2025-02-10,7269.875,7276.4473,7470.539,7226.7964,7271.3765,7319.1816,7294.135,7334.1455,7208.693,7246.7505,7278.4316,6671.8916,7261.811,7273.426,7323.6323,7270.322,7263.739,7276.2905,7269.8564,7268.575,7326.666666666667
|
||||
2025-02-12,2025-02-11,7293.6772,7312.4746,7469.564,7256.937,7278.129,7305.8887,7304.5195,7345.7764,7220.8076,7393.753,7295.341,6677.0293,7297.7295,7279.1562,7283.5503,7287.3384,7261.7056,7297.797,7274.7266,7274.5503,7326.666666666667
|
||||
2025-02-13,2025-02-11,7286.2617,7286.8887,7475.2163,7263.2383,7287.374,7326.18,7308.095,7339.3926,7222.577,7262.8906,7286.2856,6671.1704,7281.341,7297.8,7332.694,7284.612,7264.215,7293.433,7285.341,7274.1143,7310.0
|
||||
2025-02-13,2025-02-12,7306.9355,7324.646,7475.1084,7261.1396,7291.7866,7316.313,7324.4326,7361.9287,7236.7183,7407.8994,7310.175,6676.65,7302.1245,7292.5576,7306.551,7318.026,7262.933,7315.5967,7301.0747,7293.0054,7310.0
|
||||
2025-02-14,2025-02-12,7292.542,7285.944,7480.4995,7267.2886,7293.5786,7330.089,7327.4785,7354.0264,7237.9233,7283.124,7309.1777,6670.7773,7291.189,7308.954,7344.5674,7315.6406,7265.614,7304.1577,7301.328,7272.2188,7320.0
|
||||
2025-02-14,2025-02-13,7290.726,7304.7246,7478.0146,7248.917,7295.5986,7317.341,7301.3315,7360.2847,7242.7666,7413.556,7314.803,6676.3247,7290.578,7301.266,7305.0312,7295.081,7262.4087,7267.108,7314.9795,7288.1826,7320.0
|
||||
2025-02-17,2025-02-13,7297.409,7268.2456,7483.274,7261.4917,7292.313,7314.3125,7303.003,7352.281,7243.839,7291.616,7322.3906,6670.455,7296.4175,7316.2456,7318.026,7291.0786,7264.955,7259.455,7306.509,7272.0156,7313.333333333333
|
||||
2025-02-17,2025-02-14,7321.9946,7330.067,7480.221,7260.778,7309.8584,7308.2134,7321.428,7356.4697,7246.794,7419.9624,7324.0103,6676.282,7332.5107,7307.5664,7311.2446,7316.172,7262.4966,7314.636,7328.392,7297.8394,7313.333333333333
|
||||
2025-02-18,2025-02-14,7334.3125,7319.254,7485.294,7265.4087,7291.916,7302.1914,7321.6226,7349.357,7247.69,7301.0664,7322.3813,6670.3906,7349.946,7316.1777,7316.8765,7313.551,7265.065,7304.169,7320.4185,7282.426,7313.333333333333
|
||||
2025-02-18,2025-02-17,7309.285,7331.21,7480.9204,7264.788,7314.619,7307.161,7310.2295,7356.778,7246.7593,7420.7163,7321.941,6676.1953,7319.328,7311.4873,7315.648,7305.3223,7263.0454,7312.986,7326.71,7297.5312,7313.333333333333
|
||||
2025-02-19,2025-02-17,7311.348,7315.9995,7485.987,7268.0654,7291.773,7284.7153,7307.8184,7349.674,7247.6724,7301.8877,7313.82,6670.2964,7317.7295,7311.509,7302.1826,7301.858,7265.6743,7304.4287,7323.572,7284.353,7306.666666666667
|
||||
2025-02-19,2025-02-18,7305.204,7326.9224,7480.8906,7279.557,7319.142,7305.833,7313.3535,7356.66,7245.379,7418.9883,7311.4497,6676.2715,7310.0,7291.94,7312.5615,7304.403,7264.1895,7345.513,7321.3926,7296.1587,7306.666666666667
|
||||
2025-02-20,2025-02-18,7298.716,7318.3955,7486.003,7276.008,7284.3965,7291.252,7310.1665,7349.3555,7246.3354,7299.2134,7306.3936,6670.3525,7308.7627,7299.825,7306.489,7301.4644,7266.896,7335.427,7314.186,7292.637,7310.0
|
||||
2025-02-20,2025-02-19,7305.962,7314.5874,7479.9385,7301.7744,7320.002,7306.4688,7306.859,7352.1597,7241.8105,7416.029,7303.76,6676.23,7303.4644,7282.544,7304.0264,7291.689,7266.622,7350.8696,7307.2134,7296.499,7310.0
|
||||
2025-02-21,2025-02-19,7309.856,7308.5073,7485.1763,7288.7476,7280.995,7298.62,7306.1714,7345.3115,7242.9253,7294.676,7302.097,6670.3047,7307.931,7305.7295,7305.952,7288.872,7269.3564,7343.2246,7309.9907,7297.905,7310.0
|
||||
2025-02-21,2025-02-20,7317.152,7323.76,7479.2275,7329.2095,7318.847,7300.9995,7313.5024,7351.845,7239.7275,7414.6533,7302.617,6676.32,7315.4087,7270.636,7306.5527,7295.8325,7273.037,7354.3994,7304.1733,7298.4634,7310.0
|
||||
2025-02-24,2025-02-20,7321.375,7316.517,7484.556,7307.471,7281.6934,7294.852,7311.509,7345.1455,7240.8965,7292.59,7296.727,6670.374,7318.9907,7295.8403,7308.543,7293.1504,7275.596,7358.7534,7310.913,7301.216,7300.0
|
||||
2025-02-24,2025-02-21,7307.9995,7312.223,7478.797,7346.5874,7311.763,7299.101,7311.5977,7353.928,7238.833,7414.0127,7306.8403,6676.337,7311.2573,7286.3716,7302.557,7295.763,7280.529,7346.9893,7292.7944,7294.9355,7300.0
|
||||
2025-02-25,2025-02-21,7298.931,7305.948,7484.1704,7322.466,7276.129,7299.1133,7309.7197,7346.8843,7240.0205,7291.819,7298.3623,6670.376,7305.317,7296.8887,7311.505,7293.3696,7282.7876,7355.1626,7309.295,7296.268,7300.0
|
||||
2025-02-25,2025-02-24,7296.5796,7296.213,7477.5864,7338.4697,7309.649,7302.064,7297.794,7348.5513,7235.325,7410.721,7300.667,6676.334,7297.846,7288.0547,7295.892,7294.102,7290.3315,7320.063,7294.0625,7295.7734,7300.0
|
||||
2025-02-26,2025-02-24,7289.083,7289.119,7483.088,7324.09,7288.8193,7302.864,7296.5107,7342.003,7236.6904,7287.5815,7298.027,6670.365,7295.3955,7302.293,7304.1104,7292.784,7291.947,7323.7246,7303.5293,7295.447,7263.333333333333
|
||||
2025-02-26,2025-02-25,7300.61,7292.4385,7476.427,7327.045,7311.436,7295.2114,7300.4717,7344.1396,7232.0273,7409.107,7297.2197,6676.267,7300.3706,7293.4478,7291.4854,7296.757,7298.4194,7313.365,7293.446,7302.511,7263.333333333333
|
||||
2025-02-27,2025-02-25,7300.567,7290.1597,7482.0034,7321.29,7298.7085,7301.1904,7300.984,7338.1904,7233.4854,7285.5303,7295.9565,6670.292,7299.697,7305.4233,7303.8267,7296.307,7299.434,7315.6084,7302.3687,7300.592,7266.666666666667
|
||||
2025-02-27,2025-02-26,7261.995,7274.885,7472.1694,7300.9014,7297.9844,7288.1265,7255.696,7325.352,7218.05,7397.483,7287.5806,6675.7866,7261.4243,7293.118,7269.6387,7264.281,7296.708,7291.0146,7280.706,7301.9424,7266.666666666667
|
||||
2025-02-28,2025-02-26,7270.982,7270.768,7477.9897,7309.5874,7298.254,7285.4204,7257.5884,7320.8223,7220.002,7269.388,7289.653,6669.855,7270.3516,7307.84,7263.0376,7263.3335,7297.8706,7289.3804,7282.8086,7299.6104,7290.0
|
||||
2025-02-28,2025-02-27,7271.6484,7276.326,7468.157,7303.582,7293.445,7267.0605,7267.214,7315.3584,7205.868,7389.957,7274.1084,6675.3066,7284.729,7291.2354,7259.195,7261.477,7293.652,7293.925,7274.626,7301.7227,7290.0
|
||||
2025-03-03,2025-02-27,7270.1426,7274.006,7474.1714,7310.952,7293.7446,7276.8794,7264.8716,7311.748,7208.0986,7258.8706,7271.601,6669.406,7278.6396,7302.0444,7265.0835,7260.0625,7295.0215,7290.9956,7273.4575,7275.5674,7283.333333333333
|
||||
2025-03-03,2025-02-28,7289.89,7295.273,7467.431,7327.8784,7286.462,7271.723,7292.3267,7331.7705,7205.6704,7391.488,7276.7876,6674.88,7288.492,7296.742,7283.2183,7288.9316,7293.334,7303.483,7281.323,7288.5693,7283.333333333333
|
||||
2025-03-04,2025-02-28,7286.3857,7293.5244,7473.423,7326.2583,7289.779,7277.62,7293.557,7326.511,7207.767,7260.6875,7271.8315,6668.989,7285.1533,7300.113,7287.435,7288.7637,7294.7153,7301.5654,7280.3184,7289.783,7286.666666666667
|
||||
2025-03-04,2025-03-03,7279.1997,7291.881,7467.4985,7327.538,7282.349,7281.226,7282.3394,7339.187,7207.5283,7390.9365,7280.852,6674.4287,7281.063,7291.4595,7279.0,7281.267,7291.333,7299.0405,7290.7427,7281.9717,7286.666666666667
|
||||
2025-03-05,2025-03-03,7287.6855,7286.9683,7473.438,7326.4263,7289.4062,7282.265,7286.3623,7332.54,7209.6,7259.4956,7280.7935,6668.5537,7288.8677,7283.8613,7286.914,7281.1016,7292.764,7297.3447,7281.2036,7291.107,7250.0
|
||||
2025-03-05,2025-03-04,7289.856,7284.386,7468.112,7327.2236,7286.465,7284.65,7290.708,7334.157,7210.4443,7391.623,7284.8115,6674.0566,7296.5947,7293.9873,7281.268,7286.899,7289.089,7298.261,7285.7104,7288.2334,7250.0
|
||||
2025-03-06,2025-03-04,7290.428,7284.2886,7473.992,7323.5786,7293.513,7286.302,7293.811,7328.492,7212.4746,7260.0576,7282.802,6668.1895,7298.321,7292.989,7293.334,7287.1978,7290.4287,7297.1997,7280.3467,7291.4385,7250.0
|
||||
2025-03-06,2025-03-05,7248.1353,7249.031,7465.412,7311.814,7281.5283,7274.168,7244.9746,7313.423,7201.0303,7381.071,7276.8096,6673.278,7240.6577,7291.202,7251.46,7246.666,7282.8843,7275.669,7272.6113,7285.8774,7250.0
|
||||
2025-03-07,2025-03-05,7246.107,7240.081,7471.4243,7318.459,7297.0425,7272.7163,7244.602,7309.7827,7203.477,7244.731,7272.456,6667.4727,7241.2056,7293.105,7257.017,7244.298,7284.51,7275.7163,7271.891,7288.0874,7263.333333333333
|
||||
2025-03-07,2025-03-06,7247.2866,7238.7134,7462.194,7301.302,7279.8877,7250.141,7249.3447,7302.992,7190.512,7372.452,7256.8374,6672.5513,7257.45,7276.0757,7240.3,7243.627,7277.1045,7274.714,7252.712,7283.0063,7263.333333333333
|
||||
2025-03-10,2025-03-06,7238.152,7240.2817,7468.3237,7310.9956,7289.958,7260.221,7246.884,7300.338,7193.0747,7232.0903,7252.1045,6666.795,7247.078,7292.575,7254.485,7241.4287,7278.8457,7274.4556,7250.143,7268.1797,7263.333333333333
|
||||
2025-03-10,2025-03-07,7260.884,7258.284,7460.823,7321.9683,7262.009,7261.1636,7264.5713,7313.3286,7187.158,7371.107,7251.902,6671.7583,7261.8994,7274.504,7258.4927,7258.9277,7273.6455,7282.5713,7260.189,7278.338,7263.333333333333
|
||||
2025-03-11,2025-03-07,7257.003,7262.5723,7466.9653,7318.1304,7273.7275,7262.9814,7264.928,7309.36,7189.64,7229.8647,7250.3423,6666.044,7264.464,7293.124,7268.3687,7258.594,7275.37,7280.1025,7250.915,7283.643,7250.0
|
||||
2025-03-11,2025-03-10,7259.655,7280.7114,7460.493,7319.2695,7261.815,7253.6763,7263.762,7320.5293,7187.3047,7372.1377,7255.2646,6671.046,7272.676,7272.0913,7251.8853,7261.491,7270.502,7284.995,7270.892,7267.5957,7250.0
|
||||
2025-03-12,2025-03-10,7280.068,7278.685,7466.6064,7314.7847,7272.245,7259.3887,7271.027,7315.3735,7189.7827,7230.9185,7257.857,6665.3667,7295.468,7275.6807,7266.5435,7261.407,7272.163,7282.5767,7262.702,7272.728,7233.333333333333
|
||||
2025-03-12,2025-03-11,7264.0327,7257.296,7459.42,7306.619,7265.3896,7255.432,7252.3057,7310.457,7184.4116,7369.6187,7261.028,6670.1797,7261.1147,7286.426,7251.0513,7245.711,7266.3223,7270.029,7268.09,7276.5073,7233.333333333333
|
||||
2025-03-13,2025-03-11,7284.021,7260.551,7465.553,7307.6567,7276.077,7252.1733,7255.883,7306.311,7186.967,7227.3857,7262.4766,6664.554,7275.6367,7277.8247,7247.187,7244.574,7268.003,7267.987,7257.708,7273.195,7220.0
|
||||
2025-03-13,2025-03-12,7236.34,7233.1562,7456.88,7296.3716,7261.0405,7246.4385,7233.4966,7295.1733,7176.209,7361.361,7254.56,6669.219,7237.335,7280.3594,7236.0176,7228.5005,7260.4194,7253.693,7260.8706,7268.534,7220.0
|
||||
2025-03-14,2025-03-12,7227.414,7230.1855,7463.0693,7300.8623,7274.346,7243.8076,7228.5693,7293.0303,7178.847,7216.1187,7246.758,6663.6626,7229.822,7268.5645,7231.557,7226.187,7262.1636,7250.2256,7251.0938,7259.986,7230.0
|
||||
2025-03-14,2025-03-13,7207.101,7205.786,7453.397,7279.734,7261.3384,7224.615,7216.182,7285.042,7164.714,7351.6094,7232.3857,6668.0483,7212.192,7262.0625,7211.815,7215.385,7253.4023,7237.616,7232.829,7254.82,7230.0
|
||||
2025-03-17,2025-03-13,7195.13,7207.2505,7459.5483,7290.6025,7269.5366,7233.9673,7213.3584,7283.9253,7167.4385,7203.2227,7227.3447,6662.577,7194.1167,7267.8496,7222.9194,7212.757,7255.234,7237.0913,7229.1104,7251.0513,7216.666666666667
|
||||
2025-03-17,2025-03-14,7226.991,7222.2046,7451.304,7268.6084,7240.1147,7235.876,7230.8203,7288.5957,7158.77,7347.607,7221.485,6666.9785,7222.938,7234.1016,7230.247,7227.386,7248.607,7244.179,7233.9404,7254.282,7216.666666666667
|
||||
2025-03-18,2025-03-14,7218.042,7224.769,7457.379,7278.756,7251.5786,7235.6206,7230.1533,7286.7783,7161.457,7197.95,7223.0405,6661.5737,7216.313,7262.9707,7234.751,7225.927,7250.408,7246.076,7215.922,7253.585,7223.333333333333
|
||||
2025-03-18,2025-03-17,7214.214,7217.4673,7449.1357,7258.517,7227.054,7219.016,7214.546,7286.454,7152.5547,7343.353,7221.072,6665.699,7210.561,7239.649,7207.3784,7210.7236,7242.7363,7232.193,7227.62,7231.228,7223.333333333333
|
||||
2025-03-19,2025-03-17,7221.294,7213.1504,7455.149,7267.5557,7238.0073,7227.6367,7219.6836,7284.43,7155.3066,7192.455,7222.1914,6660.381,7215.845,7248.232,7222.502,7208.4253,7244.5254,7231.763,7224.887,7237.036,7216.666666666667
|
||||
2025-03-19,2025-03-18,7230.995,7229.536,7448.035,7254.5854,7232.864,7213.872,7226.4233,7284.382,7150.1416,7342.9473,7225.8804,6664.605,7229.324,7247.4844,7217.9404,7221.11,7239.233,7234.133,7228.4043,7239.1943,7216.666666666667
|
||||
2025-03-20,2025-03-18,7242.996,7232.6597,7453.9917,7264.354,7243.9414,7218.174,7229.592,7282.8076,7152.8926,7192.3486,7220.3447,6659.3516,7239.405,7246.6445,7220.513,7220.376,7241.118,7234.5103,7222.6836,7232.297,7170.0
|
||||
2025-03-20,2025-03-19,7217.633,7220.2876,7447.03,7248.1265,7228.827,7217.9473,7218.5776,7282.7007,7147.738,7340.0947,7226.2515,6663.367,7221.4023,7258.1035,7213.0195,7215.5527,7235.0117,7225.482,7231.236,7229.098,7170.0
|
||||
2025-03-21,2025-03-19,7215.47,7221.1436,7452.9517,7261.595,7243.1455,7218.911,7217.2954,7281.3506,7150.5347,7188.638,7216.176,6658.1924,7221.66,7239.251,7218.9155,7214.713,7236.9937,7221.914,7223.7803,7231.904,7163.333333333333
|
||||
2025-03-21,2025-03-20,7165.334,7163.995,7442.3955,7218.634,7227.3423,7195.924,7160.8877,7257.606,7132.0493,7324.1797,7199.7036,6661.828,7153.6104,7232.622,7166.83,7169.0244,7224.115,7164.528,7202.561,7226.457,7163.333333333333
|
||||
2025-03-24,2025-03-20,7163.5493,7162.0977,7448.3564,7244.8774,7245.0684,7201.864,7163.3867,7259.0337,7135.2876,7167.9595,7197.2695,6656.7764,7148.564,7241.832,7176.372,7165.495,7226.443,7161.1787,7192.3955,7224.64,7203.333333333333
|
||||
2025-03-24,2025-03-21,7160.9277,7155.5464,7437.104,7190.8066,7209.434,7180.0503,7165.3364,7239.2583,7114.874,7311.4976,7174.776,6660.172,7169.814,7208.1377,7161.497,7157.652,7213.7827,7151.8184,7188.1694,7217.452,7203.333333333333
|
||||
2025-03-25,2025-03-21,7144.5894,7157.4136,7443.134,7222.8105,7229.5225,7186.1963,7162.668,7242.9556,7118.4053,7151.156,7175.455,6655.2427,7152.5137,7239.739,7166.928,7154.0093,7216.3726,7151.8916,7168.6074,7198.2725,7203.333333333333
|
||||
2025-03-25,2025-03-24,7202.1016,7196.7676,7436.2627,7187.068,7193.2188,7175.9756,7208.666,7260.9116,7114.4014,7314.846,7183.7485,6658.8164,7203.3384,7206.462,7191.3574,7203.0454,7209.517,7193.85,7191.933,7203.82,7203.333333333333
|
||||
2025-03-26,2025-03-24,7192.168,7193.397,7442.19,7209.2866,7205.55,7185.9336,7210.3745,7262.127,7117.753,7155.6265,7174.203,6653.959,7201.24,7217.675,7203.485,7203.3506,7211.856,7192.105,7186.5015,7202.721,7206.666666666667
|
||||
2025-03-26,2025-03-25,7202.575,7215.569,7437.228,7179.3584,7192.1846,7187.235,7202.417,7277.582,7119.7827,7319.5635,7193.897,6657.487,7206.5713,7218.8457,7189.112,7204.1426,7206.368,7190.0327,7199.668,7198.715,7206.666666666667
|
||||
2025-03-27,2025-03-25,7226.803,7215.362,7443.038,7201.8784,7202.433,7192.927,7211.5796,7275.76,7123.043,7162.0093,7190.986,6652.702,7226.245,7203.8506,7209.5107,7204.541,7208.6797,7192.4893,7193.826,7206.2437,7220.0
|
||||
2025-03-27,2025-03-26,7218.2007,7221.2666,7438.838,7166.232,7200.4185,7206.2197,7213.8687,7274.0557,7126.341,7323.54,7201.421,6656.415,7235.552,7217.581,7200.8203,7208.1313,7203.7236,7214.7017,7213.878,7216.522,7220.0
|
||||
2025-03-28,2025-03-26,7229.6523,7220.387,7444.57,7200.8315,7214.9565,7206.1914,7219.406,7273.021,7129.5337,7167.1543,7203.131,6651.684,7244.753,7213.0513,7216.468,7208.406,7205.9683,7220.0713,7195.821,7213.654,7240.0
|
||||
2025-03-28,2025-03-27,7236.729,7233.556,7441.36,7205.279,7209.012,7210.642,7226.59,7277.922,7135.2383,7331.236,7215.488,6655.491,7238.3066,7220.747,7209.678,7219.054,7202.101,7233.2485,7215.2397,7218.4517,7240.0
|
||||
2025-03-31,2025-03-27,7225.525,7218.303,7447.063,7214.578,7221.43,7213.3516,7224.772,7277.213,7138.243,7178.052,7208.199,6650.801,7229.654,7210.849,7231.335,7216.6113,7204.1265,7229.5977,7214.47,7211.325,7236.666666666667
|
||||
2025-03-31,2025-03-28,7234.978,7259.2046,7445.2495,7205.9585,7214.0854,7230.92,7239.204,7295.026,7148.253,7340.9873,7222.7007,6654.935,7227.8223,7210.337,7227.576,7233.2686,7201.7583,7227.839,7209.6006,7214.687,7236.666666666667
|
||||
2025-04-01,2025-03-28,7226.6567,7245.4653,7450.935,7211.999,7216.4165,7238.777,7239.9404,7292.1934,7150.9863,7191.7896,7217.6455,6650.255,7216.1553,7213.1216,7255.3564,7230.2036,7203.5864,7225.47,7211.926,7203.812,7246.666666666667
|
||||
2025-04-01,2025-03-31,7231.37,7233.9116,7448.367,7208.139,7210.703,7245.505,7231.485,7299.6895,7157.6143,7347.5713,7218.71,6654.438,7226.99,7207.9155,7224.9473,7226.372,7201.4688,7220.013,7218.8228,7219.5493,7246.666666666667
|
||||
2025-04-02,2025-03-31,7219.2544,7214.8765,7454.094,7211.0483,7211.171,7258.4453,7234.1313,7296.0166,7160.3335,7200.821,7226.9487,6649.774,7217.2617,7230.2637,7260.7964,7224.361,7203.1987,7215.244,7214.8647,7211.9126,7256.666666666667
|
||||
2025-04-02,2025-04-01,7238.7407,7256.9478,7451.25,7215.05,7225.382,7241.68,7247.358,7300.456,7165.8706,7356.95,7237.966,6654.2285,7243.928,7211.084,7232.239,7242.4526,7201.831,7240.3164,7235.162,7229.4136,7256.666666666667
|
||||
2025-04-03,2025-04-01,7230.586,7241.5815,7457.0483,7214.6,7221.2104,7252.9487,7249.784,7297.162,7168.532,7213.5864,7238.0137,6649.559,7237.007,7240.519,7258.8438,7241.0884,7203.6484,7235.1484,7236.4497,7221.0205,7256.666666666667
|
||||
2025-04-03,2025-04-02,7240.421,7261.718,7454.184,7218.5464,7232.0127,7240.5845,7256.1997,7308.6846,7174.3105,7366.742,7261.1206,6654.126,7254.3613,7240.7363,7251.961,7256.7124,7203.1426,7244.9136,7248.8237,7234.495,7256.666666666667
|
||||
2025-04-07,2025-04-02,7234.492,7249.1445,7460.069,7219.6436,7223.2617,7231.598,7255.8105,7304.8027,7176.913,7227.175,7250.61,6649.4443,7251.7515,7237.106,7253.778,7255.8184,7205.1543,7242.794,7252.8403,7218.898,7200.0
|
||||
2025-04-07,2025-04-03,7254.0317,7277.848,7456.412,7228.81,7241.0435,7247.0244,7253.9624,7313.124,7180.2163,7371.519,7260.0244,6654.199,7265.6533,7248.7217,7252.2153,7255.995,7204.0693,7268.394,7255.887,7236.9087,7200.0
|
||||
2025-04-08,2025-04-03,7253.694,7265.3633,7462.387,7226.9414,7221.894,7239.6147,7253.0415,7308.6606,7182.802,7234.091,7253.3506,6649.4995,7268.598,7238.557,7254.794,7254.556,7206.2266,7264.1934,7254.4346,7220.513,7210.0
|
||||
2025-04-08,2025-04-07,7191.979,7190.0776,7453.0464,7219.183,7251.5547,7229.8677,7186.7725,7281.78,7166.0537,7358.0186,7231.995,6653.7754,7179.9194,7234.5312,7200.874,7189.368,7202.6597,7211.773,7238.335,7200.96,7210.0
|
||||
2025-04-09,2025-04-07,7201.35,7183.288,7459.0796,7223.632,7234.3433,7221.729,7190.4546,7280.712,7168.8584,7216.0815,7238.5015,6649.126,7191.854,7250.0576,7200.341,7189.2397,7204.8496,7203.579,7232.373,7205.7744,7186.666666666667
|
||||
2025-04-09,2025-04-08,7207.8403,7218.776,7449.3613,7230.6455,7244.957,7210.7275,7212.4536,7267.6445,7152.603,7350.15,7208.348,6653.5215,7212.645,7201.2534,7216.626,7201.6714,7201.7026,7231.2637,7227.966,7214.144,7186.666666666667
|
||||
2025-04-10,2025-04-08,7215.9863,7203.2188,7455.394,7228.001,7227.2734,7197.9614,7208.367,7268.7847,7155.3916,7205.7646,7208.106,6648.894,7215.2397,7241.085,7197.579,7200.2695,7203.8936,7228.6323,7215.6963,7211.6006,7230.0
|
||||
2025-04-10,2025-04-09,7174.67,7174.787,7444.5825,7254.8936,7220.4272,7190.958,7180.835,7264.8354,7136.7944,7337.0576,7194.796,6652.789,7180.2637,7212.9897,7189.268,7179.3975,7199.012,7207.129,7201.534,7197.614,7230.0
|
||||
2025-04-11,2025-04-09,7153.635,7165.197,7450.615,7236.7773,7197.0225,7184.73,7177.492,7265.5547,7139.789,7188.265,7195.288,6648.2256,7171.792,7218.6484,7175.8906,7178.5513,7201.284,7199.259,7210.528,7197.1187,7213.333333333333
|
||||
2025-04-11,2025-04-10,7225.278,7234.6533,7444.2725,7258.0366,7226.2295,7190.696,7236.971,7282.5117,7138.0757,7340.197,7195.0923,6652.6123,7236.997,7197.738,7216.3403,7219.756,7204.6465,7264.3086,7209.95,7212.829,7213.333333333333
|
||||
2025-04-14,2025-04-10,7224.304,7227.3896,7450.2124,7245.438,7196.3843,7194.553,7241.651,7280.922,7140.8623,7192.3965,7195.4727,6648.0386,7229.129,7210.3564,7223.3545,7216.453,7206.7183,7267.943,7208.2324,7212.129,7206.666666666667
|
||||
2025-04-14,2025-04-11,7203.6914,7200.9136,7444.2583,7257.4497,7212.6997,7215.771,7211.487,7286.3047,7139.7793,7340.3076,7210.3887,6652.044,7203.766,7218.238,7211.9463,7208.232,7210.7446,7236.945,7218.775,7219.1733,7206.666666666667
|
||||
2025-04-15,2025-04-11,7211.2954,7201.3403,7450.1333,7248.293,7202.3345,7214.2427,7214.503,7283.8647,7142.6016,7192.4478,7212.2896,6647.5034,7213.855,7210.7036,7217.399,7207.476,7212.44,7236.8477,7220.455,7221.4907,7193.333333333333
|
||||
2025-04-15,2025-04-14,7213.7305,7213.564,7443.7544,7260.958,7219.259,7206.2983,7206.969,7274.9263,7138.909,7337.265,7214.8257,6651.754,7219.1196,7197.032,7204.546,7203.388,7211.084,7233.8276,7208.632,7218.173,7193.333333333333
|
||||
2025-04-16,2025-04-14,7218.0166,7219.3296,7449.6064,7251.887,7213.9097,7205.1636,7205.629,7274.32,7141.839,7188.762,7207.3755,6647.2256,7224.5225,7203.1323,7210.448,7202.823,7212.7646,7236.6987,7209.345,7217.791,7186.666666666667
|
||||
2025-04-16,2025-04-15,7196.836,7186.319,7442.0693,7263.665,7210.471,7201.6387,7190.83,7264.107,7133.395,7331.7715,7207.4014,6651.097,7202.846,7218.641,7185.5986,7187.373,7209.9585,7215.2144,7184.562,7212.9976,7186.666666666667
|
||||
2025-04-17,2025-04-15,7202.1265,7188.4897,7447.929,7254.23,7211.18,7207.4194,7186.863,7265.0527,7136.511,7181.5166,7197.9204,6646.615,7205.7476,7219.557,7205.954,7185.973,7211.7,7214.6123,7198.208,7213.9526,7186.666666666667
|
||||
2025-04-17,2025-04-16,7185.801,7177.4316,7439.8364,7229.152,7204.201,7194.7114,7180.598,7259.7524,7126.0854,7323.9043,7189.164,6650.5894,7190.1855,7189.2705,7177.833,7180.8496,7207.729,7206.3384,7182.3457,7213.817,7186.666666666667
|
||||
2025-04-18,2025-04-16,7187.545,7172.066,7445.714,7243.856,7213.0835,7201.4893,7180.584,7260.957,7129.3413,7170.748,7184.3135,6646.142,7194.5435,7223.328,7199.428,7179.05,7209.59,7206.4253,7182.5796,7218.5557,7176.666666666667
|
||||
2025-04-18,2025-04-17,7189.3164,7174.702,7437.986,7232.132,7196.201,7184.1772,7187.794,7259.247,7120.48,7321.7324,7178.126,6649.8633,7196.7773,7202.8164,7169.735,7182.247,7204.537,7208.5835,7183.7407,7207.749,7176.666666666667
|
||||
2025-04-21,2025-04-17,7192.901,7181.157,7443.8657,7240.642,7207.228,7196.0293,7192.219,7260.1904,7123.8086,7167.704,7183.013,6645.4614,7198.73,7224.861,7197.385,7181.2524,7206.5186,7206.263,7181.9243,7208.343,7166.666666666667
|
||||
2025-04-21,2025-04-18,7180.0996,7188.1714,7435.9204,7230.6494,7187.7314,7186.305,7175.62,7254.528,7114.2485,7317.042,7185.8843,6649.1943,7170.652,7205.931,7180.91,7171.457,7199.3403,7195.947,7195.6123,7216.9272,7166.666666666667
|
||||
2025-04-22,2025-04-18,7196.5464,7196.6323,7441.8047,7239.2007,7205.214,7181.4473,7178.715,7255.884,7117.704,7161.1704,7186.6196,6644.837,7188.813,7219.3394,7173.1055,7169.842,7201.422,7194.9893,7182.4897,7209.457,7133.333333333333
|
||||
2025-04-22,2025-04-21,7180.5635,7161.779,7433.4824,7242.5547,7195.0396,7157.9673,7169.862,7246.13,7106.776,7311.713,7179.812,6648.3174,7184.3447,7227.915,7153.5435,7160.9316,7193.4526,7192.598,7192.1045,7195.347,7133.333333333333
|
||||
2025-04-23,2025-04-21,7193.9775,7166.7705,7439.373,7246.198,7206.5405,7168.4443,7172.832,7248.5166,7110.392,7153.818,7170.451,6644.0186,7194.4097,7201.6914,7162.685,7158.882,7195.6665,7188.3594,7187.19,7190.895,7133.333333333333
|
||||
2025-04-23,2025-04-22,7125.457,7118.609,7428.8296,7215.7812,7191.3066,7161.208,7126.1904,7227.0947,7091.457,7295.3975,7159.95,6647.255,7117.8926,7205.5967,7142.3286,7128.6396,7183.323,7151.049,7171.461,7191.4893,7133.333333333333
|
||||
2025-04-24,2025-04-22,7117.1074,7119.231,7434.834,7233.792,7209.188,7155.1196,7123.3716,7231.805,7095.477,7131.1553,7157.068,6643.043,7104.0586,7208.5884,7126.7017,7124.9985,7185.84,7146.7637,7152.1064,7183.7114,7173.333333333333
|
||||
2025-04-24,2025-04-23,7122.9233,7127.3296,7424.589,7189.217,7170.4453,7138.946,7136.866,7218.3433,7078.4707,7283.8335,7138.6616,6646.0938,7131.725,7173.8936,7127.1626,7126.3447,7174.392,7156.2783,7161.842,7176.3794,7173.333333333333
|
||||
2025-04-25,2025-04-23,7100.6045,7129.244,7430.667,7213.999,7184.9927,7147.677,7133.3257,7224.248,7082.5605,7115.09,7134.371,6641.9634,7110.4937,7183.799,7136.0806,7122.6724,7176.927,7154.788,7139.9717,7163.1104,7173.333333333333
|
||||
2025-04-25,2025-04-24,7174.21,7168.9062,7424.7974,7203.528,7160.333,7145.861,7178.1006,7240.144,7081.678,7288.532,7146.9766,6645.25,7174.4463,7160.3335,7162.723,7173.799,7171.2695,7181.826,7150.9688,7165.507,7173.333333333333
|
||||
2025-04-27,2025-04-24,7162.9375,7169.647,7430.7485,7209.8677,7167.195,7153.174,7181.682,7243.2017,7085.5947,7120.774,7143.2573,6641.1523,7163.138,7178.5425,7176.24,7173.9507,7173.383,7182.3135,7146.1294,7165.977,7163.333333333333
|
||||
2025-04-27,2025-04-25,7167.8745,7187.209,7426.5166,7185.704,7150.13,7168.743,7172.5767,7254.0825,7089.3696,7293.3184,7164.5303,6644.41,7168.0356,7167.4688,7164.1216,7174.632,7169.445,7178.2705,7168.933,7172.6973,7163.333333333333
|
||||
2025-04-28,2025-04-25,7172.0415,7180.7856,7432.33,7197.433,7161.5195,7173.2256,7178.0684,7254.7495,7093.2456,7126.5723,7163.122,6640.3496,7171.263,7159.1562,7186.2734,7174.8784,7171.5464,7176.3213,7161.1846,7178.059,7166.666666666667
|
||||
2025-04-28,2025-04-27,7163.0005,7165.261,7427.495,7185.316,7164.4536,7163.0327,7164.127,7244.5083,7093.2114,7294.677,7168.2573,6643.7017,7167.397,7178.1255,7150.1045,7164.4473,7166.4297,7166.005,7160.144,7172.2974,7166.666666666667
|
||||
2025-04-29,2025-04-27,7164.8613,7163.388,7433.261,7195.7915,7175.808,7171.0513,7170.6313,7246.639,7097.0986,7128.165,7163.3394,6639.6777,7172.5063,7176.57,7177.0386,7165.068,7168.484,7166.52,7161.1006,7171.789,7160.0
|
||||
2025-04-29,2025-04-28,7173.5747,7170.044,7428.214,7199.2617,7168.932,7169.009,7169.5835,7240.202,7095.4736,7297.1274,7167.8164,6643.0107,7170.715,7181.2983,7161.271,7168.097,7164.919,7164.99,7168.653,7170.7383,7160.0
|
||||
2025-04-30,2025-04-28,7159.501,7164.8696,7433.968,7207.2573,7186.6934,7169.2944,7165.9976,7243.4053,7099.323,7132.2505,7163.6763,6639.021,7161.4263,7182.2183,7177.3516,7168.6396,7166.9854,7163.889,7164.4355,7171.502,7160.0
|
||||
2025-04-30,2025-04-29,7155.0127,7159.9688,7428.122,7185.3335,7169.479,7161.5957,7155.2,7241.0815,7094.5776,7295.947,7156.9478,6642.3623,7155.038,7172.812,7148.752,7159.845,7161.949,7159.1626,7154.6636,7165.63,7160.0
|
||||
2025-05-06,2025-04-29,7151.62,7154.471,7433.9014,7194.757,7178.534,7168.522,7154.9707,7243.946,7098.456,7131.2485,7153.66,6638.4116,7151.264,7180.181,7171.505,7159.864,7163.7134,7158.7617,7155.5015,7167.3276,7136.666666666667
|
||||
2025-05-06,2025-04-30,7156.3525,7151.8486,7427.7734,7184.947,7161.7783,7168.559,7159.437,7239.9526,7092.9316,7296.13,7145.7627,6641.729,7160.0576,7162.2075,7153.682,7158.3584,7159.5493,7163.038,7160.3564,7165.923,7136.666666666667
|
||||
2025-05-07,2025-04-30,7155.3213,7149.818,7433.5786,7189.0493,7169.61,7171.9814,7162.7085,7242.7207,7096.8223,7132.418,7154.8965,6637.8125,7163.955,7188.5454,7169.9736,7157.966,7161.104,7163.2944,7147.2114,7166.716,7103.333333333333
|
||||
2025-05-07,2025-05-06,7138.33,7129.4893,7425.5474,7172.9346,7156.668,7150.045,7135.494,7227.7217,7084.8374,7290.533,7145.8325,6640.961,7135.427,7167.409,7135.5747,7129.4746,7155.1226,7150.711,7164.164,7165.9043,7103.333333333333
|
||||
2025-05-08,2025-05-06,7149.1074,7134.508,7431.4443,7179.3496,7167.2354,7147.912,7140.8804,7232.086,7088.883,7124.836,7153.049,6637.102,7153.93,7180.856,7136.123,7128.231,7156.5923,7153.428,7155.0728,7160.167,7083.333333333333
|
||||
2025-05-08,2025-05-07,7120.446,7100.0215,7420.567,7149.8306,7159.011,7125.167,7099.82,7205.2817,7067.745,7276.1006,7132.6826,6639.942,7114.124,7173.0073,7108.377,7099.5146,7146.4907,7129.3115,7145.2295,7164.784,7083.333333333333
|
||||
2025-05-09,2025-05-07,7121.998,7099.4077,7426.6416,7166.1084,7166.0444,7120.715,7101.5845,7212.6494,7071.9663,7105.4033,7132.418,6636.167,7112.807,7168.153,7087.9966,7098.0557,7148.288,7129.6455,7136.838,7154.3687,7083.333333333333
|
||||
2025-05-09,2025-05-08,7078.434,7072.446,7414.3384,7125.1113,7143.9214,7107.8647,7079.7495,7187.988,7047.474,7258.168,7109.834,6638.74,7088.7104,7163.253,7090.2656,7078.248,7136.09,7102.2036,7126.362,7152.0215,7083.333333333333
|
||||
2025-05-12,2025-05-08,7062.7896,7066.6846,7420.5903,7151.1763,7151.698,7103.709,7071.47,7197.609,7051.815,7081.0635,7104.404,6635.0625,7055.345,7157.497,7068.2793,7076.191,7138.3364,7093.301,7109.349,7130.69,7083.333333333333
|
||||
2025-05-12,2025-05-09,7064.481,7062.388,7409.2935,7111.0625,7131.008,7085.693,7079.8765,7185.4385,7032.5146,7245.7886,7087.6514,6637.4697,7061.876,7128.944,7078.495,7073.158,7127.087,7075.127,7109.956,7118.1846,7083.333333333333
|
||||
2025-05-13,2025-05-09,7045.527,7056.77,7415.6113,7132.6284,7135.424,7093.9277,7076.6953,7195.365,7036.848,7064.35,7082.255,6633.881,7029.8164,7139.2466,7076.342,7070.1963,7129.5747,7069.4453,7093.1816,7112.9517,7116.666666666667
|
||||
2025-05-13,2025-05-12,7067.211,7066.2227,7405.9536,7092.0303,7110.34,7084.715,7082.144,7187.394,7023.9233,7238.8237,7080.5264,6636.1924,7061.1416,7104.5835,7081.7207,7072.841,7119.29,7066.762,7097.93,7103.6562,7116.666666666667
|
||||
2025-05-14,2025-05-12,7050.4946,7059.0684,7412.2437,7115.1294,7117.359,7089.579,7084.1675,7196.687,7028.255,7055.2573,7081.3115,6632.6865,7042.744,7120.724,7082.352,7069.64,7121.946,7064.0522,7080.454,7102.7734,7156.666666666667
|
||||
2025-05-14,2025-05-13,7112.105,7135.947,7406.604,7081.6885,7096.135,7093.34,7123.4346,7202.1353,7029.1904,7244.248,7100.694,6635.204,7119.3296,7104.836,7106.0596,7117.7295,7116.076,7120.062,7101.9556,7108.5645,7156.666666666667
|
||||
2025-05-15,2025-05-13,7100.2104,7129.1035,7412.743,7104.859,7102.5815,7097.7466,7127.302,7209.4756,7033.377,7062.523,7090.9688,6631.7383,7115.3433,7104.6694,7123.4897,7118.2725,7118.679,7116.3164,7095.556,7108.222,7160.0
|
||||
|
206
juxitingzhoududataset/df_combined3.csv
Normal file
206
juxitingzhoududataset/df_combined3.csv
Normal file
@ -0,0 +1,206 @@
|
||||
ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,volatility,quantile_10,quantile_90,quantile_10_price,quantile_90_price,min_within_quantile,max_within_quantile,min_model,max_model,NLinear_abs_error_rate,TiDE_abs_error_rate,GRU_abs_error_rate,TSMixer_abs_error_rate,PatchTST_abs_error_rate,TSMixerx_abs_error_rate,BiTCN_abs_error_rate,DLinear_abs_error_rate,TFT_abs_error_rate,LSTM_abs_error_rate,MLP_abs_error_rate,DeepNPTS_abs_error_rate,Informer_abs_error_rate,TCN_abs_error_rate,MLPMultivariate_abs_error_rate,iTransformer_abs_error_rate,StemGNN_abs_error_rate,DilatedRNN_abs_error_rate,RNN_abs_error_rate,min_abs_error_rate_prediction,min_abs_error_rate_column_name
|
||||
2024-02-12,81.1,80.12,82.53,78.83,81.21,81.32,81.88,58.13,81.47,78.99,81.16,85.07,80.63,80.9,81.98,79.33,79.14,80.38,81.65,81.61,81.51,,,,,,,,,,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.03,0.01,0.01,0.0,0.02,0.03,0.01,0.03,0.03,0.04,0.29,81.47,GRU
|
||||
2024-02-13,80.91,79.76,82.42,78.88,81.48,81.32,81.4,58.13,81.43,79.35,81.28,85.01,81.26,81.28,81.32,79.36,79.26,80.45,81.54,81.49,82.07,0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.03,0.0,0.01,0.01,0.03,0.03,0.02,0.04,0.03,0.04,0.29,82.42,LSTM
|
||||
2024-02-14,81.96,80.9,82.9,80.89,81.9,82.09,82.64,58.13,81.99,79.73,82.05,85.61,82.81,82.01,82.36,79.56,79.41,81.04,82.25,82.07,80.99,-0.01,,,,,,,,,0.02,0.02,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.02,0.02,0.01,0.0,0.02,0.0,0.0,0.02,0.06,0.28,81.04,MLPMultivariate
|
||||
2024-02-15,81.39,80.91,81.97,80.61,81.33,81.47,82.44,58.13,81.11,79.48,81.42,84.74,81.42,81.22,80.77,80.72,79.49,80.33,81.34,80.99,82.16,0.01,,,,,,,,,0.02,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.02,0.03,0.02,0.02,0.03,0.03,0.29,81.97,LSTM
|
||||
2024-02-16,82.35,82.19,83.01,78.93,81.96,82.45,83.91,58.13,82.19,79.9,82.24,85.8,82.83,82.23,81.88,80.74,79.58,81.21,82.18,82.16,82.74,0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.0,0.0,0.01,0.01,0.03,0.02,0.05,0.04,0.04,0.3,82.83,MLP
|
||||
2024-02-19,83.22,81.94,83.45,77.15,82.38,83.27,83.99,58.13,82.65,80.12,82.58,86.5,84.24,82.4,82.7,81.48,79.69,81.62,82.59,82.74,82.73,-0.0,,,,,,,,,0.0,0.0,0.0,0.0,0.02,0.01,0.0,0.0,0.02,0.01,0.02,0.0,0.01,0.03,0.01,0.07,0.04,0.05,0.3,82.74,DeepNPTS
|
||||
2024-02-20,83.85,81.78,83.42,77.51,82.59,83.28,83.26,58.13,82.63,80.19,82.33,86.6,84.06,82.95,82.42,81.81,79.81,81.76,82.46,82.73,81.5,-0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.0,0.02,0.03,0.02,0.0,0.02,0.0,0.05,0.02,0.06,0.29,81.76,MLPMultivariate
|
||||
2024-02-21,82.01,79.61,82.39,77.43,81.74,82.44,81.76,58.13,81.66,79.83,81.78,85.44,82.27,81.92,81.98,80.81,79.89,81.3,81.46,81.49,82.11,0.01,,,,,,,,,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,0.03,0.03,0.01,0.06,0.03,0.04,0.29,81.98,NLinear
|
||||
2024-02-22,82.38,80.45,82.95,76.8,81.97,82.13,82.57,58.13,82.26,79.9,82.06,85.98,83.04,82.42,81.81,80.86,79.95,82.01,81.73,82.09,82.7,0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.0,0.0,0.01,0.03,0.03,0.01,0.07,0.03,0.04,0.3,82.57,PatchTST
|
||||
2024-02-23,83.13,81.32,83.42,77.52,82.62,82.53,83.47,58.13,82.71,80.02,82.33,86.55,83.82,82.74,83.28,81.94,80.06,83.32,82.91,82.68,80.8,-0.02,,,,,,,,,0.03,0.03,0.02,0.02,0.03,0.02,0.02,0.02,0.01,0.03,0.04,0.02,0.01,0.01,0.03,0.04,0.01,0.07,0.28,81.32,Informer
|
||||
2024-02-26,81.0,79.9,81.79,77.18,81.69,81.15,81.73,58.13,81.08,79.54,81.27,84.79,81.57,81.18,80.77,81.0,80.15,81.64,81.58,80.82,81.67,0.01,,,,,,,,,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.02,0.03,0.0,0.05,0.02,0.04,0.29,81.69,TSMixer
|
||||
2024-02-27,81.58,79.91,82.61,77.58,81.86,81.56,82.49,58.13,81.92,79.81,81.7,85.44,82.1,81.84,81.93,82.11,80.26,81.63,82.28,81.57,82.66,0.01,,,,,,,,,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.03,0.03,0.01,0.06,0.03,0.03,0.3,82.61,LSTM
|
||||
2024-02-28,81.6,81.16,83.41,77.27,82.34,81.98,82.8,58.13,82.69,80.13,82.03,86.44,81.66,82.2,82.9,82.98,80.42,81.75,82.73,82.13,82.15,-0.01,,,,,,,,,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.0,0.01,0.02,0.0,0.06,0.02,0.05,0.29,82.13,DeepNPTS
|
||||
2024-02-29,80.99,81.28,82.94,77.14,82.18,81.24,82.21,58.13,82.19,80.06,82.11,86.03,81.24,81.87,82.65,83.02,80.53,81.6,82.53,82.13,81.91,-0.0,,,,,,,,,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.0,0.06,0.02,0.05,0.29,81.87,DLinear
|
||||
2024-03-01,78.63,81.9,82.76,77.04,81.84,81.66,81.73,58.13,82.04,80.15,81.92,85.75,78.86,82.0,82.13,83.0,80.64,80.53,81.93,81.8,83.55,0.02,,,,,,,,,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.01,0.01,0.06,0.02,0.02,0.04,0.04,0.08,0.03,0.03,0.3,83.0,TFT
|
||||
2024-03-04,81.17,84.04,84.13,78.47,83.01,83.04,83.33,58.13,83.42,80.68,82.96,87.32,82.43,83.61,83.08,83.97,80.79,82.99,83.14,83.54,82.8,-0.01,,,,,,,,,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.02,0.0,0.01,0.02,0.03,0.0,0.05,0.02,0.05,0.3,82.96,BiTCN
|
||||
2024-03-05,82.08,83.91,83.45,78.96,83.01,82.99,82.95,58.13,82.74,80.53,83.18,86.76,82.71,82.88,82.9,83.73,80.95,82.49,83.06,82.8,82.04,-0.01,,,,,,,,,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.01,0.02,0.02,0.01,0.04,0.01,0.06,0.29,82.49,MLPMultivariate
|
||||
2024-03-06,81.61,83.59,82.84,78.85,82.65,82.54,82.35,58.13,82.18,80.39,82.92,86.01,82.59,82.93,81.98,82.92,81.06,82.79,82.72,82.04,82.96,0.01,,,,,,,,,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.03,0.0,0.05,0.02,0.04,0.3,82.93,DLinear
|
||||
2024-03-07,82.67,84.41,83.64,79.11,83.19,83.53,83.41,58.13,83.0,80.6,83.45,86.85,83.52,83.11,83.3,83.46,81.2,82.96,83.4,82.96,82.96,0.0,,,,,,,,,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.02,0.03,0.0,0.05,0.02,0.05,0.3,82.96,MLPMultivariate
|
||||
2024-03-08,83.24,84.21,83.61,79.74,83.42,83.59,83.98,58.13,82.95,80.5,83.66,86.94,83.89,83.28,83.38,83.34,81.34,83.47,83.64,82.96,82.08,-0.01,,,,,,,,,0.02,0.02,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.03,0.02,0.02,0.03,0.01,0.06,0.29,81.34,StemGNN
|
||||
2024-03-11,83.38,83.31,82.88,79.74,82.62,82.38,83.17,58.13,82.22,80.29,83.0,86.1,83.6,83.04,82.51,82.07,81.43,83.29,82.92,82.08,82.21,0.0,,,,,,,,,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.02,0.01,0.03,0.01,0.05,0.29,82.22,GRU
|
||||
2024-03-12,82.28,83.23,83.02,79.72,82.36,82.31,82.3,58.13,82.38,80.3,82.64,86.19,82.5,83.23,82.62,81.53,81.53,82.46,82.35,82.09,81.92,-0.0,,,,,,,,,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.02,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.03,0.0,0.05,0.29,82.09,DeepNPTS
|
||||
2024-03-13,81.22,82.49,82.77,79.65,82.02,81.99,81.88,58.13,82.12,80.11,82.4,85.95,82.36,82.64,82.4,80.52,81.61,82.19,82.31,81.82,84.03,0.03,,,,,,,,,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.04,0.01,0.02,0.03,0.02,0.05,0.02,0.05,0.03,0.02,0.31,82.77,LSTM
|
||||
2024-03-14,83.5,83.92,84.53,80.61,83.32,83.89,83.59,58.13,83.84,80.85,83.51,87.81,84.25,83.06,83.79,82.13,81.77,83.33,83.49,84.02,85.42,0.02,,,,,,,,,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.04,0.01,0.01,0.02,0.02,0.05,0.02,0.06,0.04,0.03,0.32,84.53,LSTM
|
||||
2024-03-15,85.58,85.59,85.61,81.37,84.62,85.52,85.43,58.13,84.85,81.53,84.7,89.13,85.45,84.53,84.84,83.79,81.96,84.85,85.02,85.42,85.34,-0.0,,,,,,,,,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,0.0,0.04,0.01,0.05,0.04,0.04,0.32,85.42,DeepNPTS
|
||||
2024-03-18,84.85,85.12,85.5,81.51,85.12,85.69,85.27,58.13,84.76,81.89,84.82,89.22,85.48,85.09,85.27,84.53,82.15,85.24,85.34,85.34,86.89,0.02,,,,,,,,,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.03,0.02,0.02,0.02,0.02,0.06,0.02,0.06,0.05,0.03,0.33,85.69,TSMixerx
|
||||
2024-03-19,86.85,86.77,86.76,82.2,86.3,87.03,86.51,58.13,86.06,82.74,85.81,90.53,86.88,85.92,86.85,85.79,82.39,86.84,86.7,86.87,87.38,0.01,,,,,,,,,0.01,0.01,0.02,0.01,0.01,0.0,0.02,0.02,0.02,0.01,0.01,0.01,0.01,0.05,0.01,0.06,0.06,0.04,0.33,87.03,TSMixerx
|
||||
2024-03-20,88.26,87.74,87.13,83.04,86.97,87.27,87.5,58.13,86.44,83.12,86.51,91.16,88.48,87.16,87.06,87.56,82.65,83.77,87.26,87.32,85.38,-0.02,,,,,,,,,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.03,0.02,0.04,0.02,0.03,0.03,0.02,0.03,0.03,0.07,0.32,86.44,GRU
|
||||
2024-03-21,86.72,86.07,85.51,82.01,85.84,85.58,86.11,58.13,84.97,82.65,85.4,89.67,85.55,85.78,85.62,85.77,82.81,82.62,85.82,85.38,85.24,-0.0,,,,,,,,,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.03,0.03,0.04,0.03,0.05,0.32,85.38,DeepNPTS
|
||||
2024-03-22,85.69,85.75,85.47,81.59,85.48,85.41,85.53,58.13,85.06,82.55,85.31,89.51,85.22,85.56,85.31,85.47,82.92,82.25,85.36,85.23,84.83,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.03,0.03,0.04,0.02,0.06,0.31,85.06,GRU
|
||||
2024-03-25,84.68,86.68,85.14,81.52,85.2,84.7,84.71,58.13,84.74,82.21,85.16,89.21,85.83,85.42,84.76,85.64,82.99,81.76,85.11,84.83,86.08,0.01,,,,,,,,,0.02,0.01,0.02,0.01,0.02,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.04,0.05,0.05,0.04,0.04,0.32,85.83,MLP
|
||||
2024-03-26,86.61,87.29,86.17,81.65,85.83,85.92,85.89,58.13,85.7,82.53,85.65,90.28,86.64,85.64,86.08,85.87,83.13,82.18,86.02,86.08,85.63,-0.01,,,,,,,,,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.04,0.04,0.05,0.03,0.05,0.32,85.64,DLinear
|
||||
2024-03-27,84.81,87.07,85.77,81.88,85.93,86.14,85.52,58.13,85.27,82.41,85.52,89.93,86.04,85.63,85.92,85.59,83.23,82.31,85.86,85.63,85.41,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.02,0.04,0.04,0.04,0.03,0.05,0.32,85.52,BiTCN
|
||||
2024-03-28,85.28,86.1,85.59,82.75,85.81,86.18,85.41,58.13,85.14,82.47,85.5,89.74,84.97,85.88,86.09,85.61,83.37,82.39,85.98,85.4,87.0,0.02,,,,,,,,,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.01,0.05,0.05,0.05,0.04,0.03,0.33,86.18,TSMixerx
|
||||
2024-04-01,86.27,87.66,86.88,83.41,86.7,86.77,86.92,58.13,86.38,83.0,86.17,91.05,86.34,86.84,87.23,87.26,83.58,83.35,87.11,86.94,87.42,0.0,,,,,,,,,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.05,0.05,0.05,0.04,0.04,0.34,87.26,TFT
|
||||
2024-04-02,87.51,87.3,87.18,84.06,87.35,86.75,87.33,58.13,86.62,83.27,86.63,91.52,87.98,87.62,87.46,87.75,83.82,82.79,87.51,87.42,88.92,0.02,,,,,,,,,0.02,0.02,0.03,0.02,0.02,0.02,0.03,0.01,0.01,0.02,0.01,0.02,0.02,0.06,0.07,0.05,0.06,0.03,0.35,87.98,MLP
|
||||
2024-04-03,88.04,88.63,88.36,85.25,88.53,88.7,89.0,58.13,87.77,84.15,87.92,92.78,89.03,88.37,89.14,88.47,84.1,84.2,89.13,88.92,89.35,0.0,,,,,,,,,0.0,0.0,0.02,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.0,0.0,0.01,0.06,0.06,0.05,0.06,0.04,0.35,89.14,NLinear
|
||||
2024-04-04,88.43,89.85,88.69,86.1,89.19,88.65,89.48,58.13,88.08,84.58,88.55,93.31,89.55,88.56,89.05,88.78,84.39,84.13,89.63,89.35,90.65,0.01,,,,,,,,,0.02,0.01,0.03,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.01,0.01,0.07,0.07,0.05,0.07,0.03,0.36,89.85,Informer
|
||||
2024-04-05,89.65,90.78,89.72,87.15,90.13,89.63,90.8,58.13,89.1,85.45,89.68,94.51,90.14,90.23,90.51,89.48,84.73,84.72,90.72,90.65,91.17,0.01,,,,,,,,,0.01,0.0,0.02,0.01,0.0,0.02,0.02,0.01,0.02,0.02,0.01,0.01,0.0,0.06,0.07,0.04,0.07,0.04,0.36,90.8,PatchTST
|
||||
2024-04-08,90.48,91.81,90.13,87.42,90.71,91.01,91.58,58.13,89.51,85.93,90.49,95.12,91.58,90.71,91.39,90.01,85.05,85.33,91.23,91.17,90.38,-0.01,,,,,,,,,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.02,0.05,0.06,0.03,0.06,0.05,0.36,90.49,BiTCN
|
||||
2024-04-09,89.88,91.77,89.52,86.18,90.4,90.43,91.0,58.13,89.01,85.83,90.02,94.78,90.44,90.52,90.59,89.95,85.31,85.72,90.62,90.38,89.42,-0.01,,,,,,,,,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.03,0.04,0.04,0.04,0.05,0.06,0.35,89.52,LSTM
|
||||
2024-04-10,89.24,91.12,88.79,85.75,89.78,90.17,90.09,58.13,88.45,85.55,89.43,94.08,89.87,90.26,89.58,88.96,85.53,86.11,89.58,89.42,90.48,0.01,,,,,,,,,0.01,0.01,0.02,0.01,0.0,0.0,0.01,0.0,0.02,0.02,0.01,0.01,0.01,0.05,0.05,0.05,0.05,0.04,0.36,90.26,DLinear
|
||||
2024-04-11,90.78,91.53,89.64,87.76,90.36,90.24,91.03,58.13,89.31,85.78,90.19,94.99,92.17,90.64,90.21,89.67,85.78,88.6,90.42,90.47,89.74,-0.01,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.03,0.01,0.02,0.04,0.01,0.02,0.04,0.06,0.35,89.67,TFT
|
||||
2024-04-12,90.95,91.36,89.05,88.76,90.09,89.99,90.38,58.13,88.71,85.48,89.82,94.48,90.81,90.45,89.87,89.27,86.01,86.93,90.27,89.73,90.45,0.01,,,,,,,,,0.01,0.0,0.02,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.01,0.05,0.04,0.02,0.05,0.04,0.36,90.45,DLinear
|
||||
2024-04-15,90.51,91.4,89.62,89.53,90.64,90.71,90.97,58.13,89.28,85.77,90.02,95.05,90.52,90.6,90.61,89.72,86.25,86.07,90.79,90.44,90.1,-0.0,,,,,,,,,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.05,0.04,0.01,0.04,0.05,0.35,90.02,BiTCN
|
||||
2024-04-16,90.78,90.74,89.33,89.31,90.56,90.57,90.4,58.13,89.0,85.68,90.02,94.78,90.41,90.05,90.64,89.7,86.45,86.41,90.83,90.09,90.02,-0.0,,,,,,,,,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.05,0.04,0.01,0.04,0.05,0.35,90.02,BiTCN
|
||||
2024-04-17,91.21,90.45,89.27,89.48,90.23,89.8,89.93,58.13,88.97,85.73,89.6,94.77,89.92,90.82,90.51,89.75,86.65,86.3,90.57,89.91,87.29,-0.03,,,,,,,,,0.04,0.04,0.02,0.03,0.03,0.03,0.03,0.04,0.03,0.02,0.03,0.03,0.04,0.02,0.01,0.03,0.01,0.09,0.33,86.65,StemGNN
|
||||
2024-04-18,88.46,87.26,87.1,87.73,88.19,87.74,87.55,58.13,86.94,84.79,87.92,92.49,86.8,88.69,88.24,87.54,86.78,83.85,88.29,87.35,87.11,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.0,0.0,0.0,0.03,0.04,0.01,0.0,0.06,0.33,87.1,LSTM
|
||||
2024-04-19,86.49,87.36,87.01,86.13,87.53,87.47,87.12,58.13,86.94,84.55,87.29,92.18,86.42,88.01,87.78,87.67,86.89,84.42,87.61,87.22,87.29,0.0,,,,,,,,,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.03,0.03,0.01,0.0,0.06,0.33,87.29,BiTCN
|
||||
2024-04-22,87.39,87.26,87.14,86.79,87.51,87.31,87.67,58.13,86.98,84.3,87.5,92.15,87.98,87.96,87.45,87.83,86.99,85.02,87.91,87.96,87.0,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.03,0.02,0.0,0.0,0.06,0.33,86.99,StemGNN
|
||||
2024-04-23,88.01,87.83,86.89,88.97,87.29,87.29,87.38,58.13,86.65,84.17,87.18,91.89,87.33,87.18,86.78,87.93,87.11,86.22,87.44,87.54,87.39,0.0,,,,,,,,,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.04,0.01,0.02,0.0,0.05,0.33,87.38,PatchTST
|
||||
2024-04-24,87.67,87.97,87.2,89.83,87.6,87.35,88.01,58.13,86.91,84.34,87.68,92.03,87.03,87.89,87.58,87.76,87.23,86.79,88.03,87.47,87.04,-0.0,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.03,0.0,0.03,0.0,0.06,0.33,87.03,MLP
|
||||
2024-04-25,87.2,88.9,86.9,90.1,87.48,87.02,87.61,58.13,86.58,84.22,87.4,91.74,87.58,87.97,87.78,87.54,87.32,87.41,87.72,87.29,87.77,0.01,,,,,,,,,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.04,0.0,0.03,0.01,0.05,0.34,87.78,NLinear
|
||||
2024-04-26,88.56,89.34,87.49,91.22,87.87,88.02,88.14,58.13,87.13,84.44,88.0,92.26,88.38,88.02,87.88,87.51,87.43,87.84,88.0,88.08,88.21,0.0,,,,,,,,,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.04,0.0,0.03,0.01,0.05,0.34,88.14,PatchTST
|
||||
2024-04-29,87.03,89.38,87.82,92.89,88.25,88.14,88.27,58.13,87.41,84.62,88.47,92.64,88.59,88.99,88.38,87.92,87.56,88.56,88.36,88.15,87.2,-0.01,,,,,,,,,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.01,0.02,0.03,0.02,0.07,0.0,0.06,0.33,87.41,GRU
|
||||
2024-04-30,86.2,88.56,87.01,91.06,87.75,87.59,87.41,58.13,86.63,84.36,87.77,91.85,87.41,88.26,87.45,87.62,87.64,88.11,87.8,87.82,86.33,-0.01,,,,,,,,,0.01,0.02,0.0,0.02,0.01,0.01,0.02,0.02,0.01,0.01,0.01,0.02,0.03,0.02,0.02,0.05,0.02,0.06,0.33,86.63,GRU
|
||||
2024-05-01,87.31,87.44,86.33,89.64,87.04,86.94,87.09,58.13,86.05,84.07,86.95,91.04,87.98,87.65,86.6,87.42,87.7,87.46,87.14,88.02,83.44,-0.03,,,,,,,,,0.04,0.04,0.03,0.04,0.04,0.04,0.04,0.05,0.05,0.03,0.05,0.05,0.05,0.01,0.05,0.07,0.05,0.09,0.3,84.07,TCN
|
||||
2024-05-02,84.76,83.09,83.96,88.04,84.7,83.07,84.41,58.13,83.82,82.95,85.08,88.42,85.84,85.68,84.02,84.68,87.72,85.3,84.69,83.76,83.67,0.0,,,,,,,,,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.03,0.0,0.01,0.01,0.02,0.05,0.05,0.06,0.31,83.76,DeepNPTS
|
||||
2024-05-03,85.36,84.07,84.24,87.68,83.96,82.63,84.09,58.13,84.07,82.57,84.68,88.39,84.45,84.58,84.37,84.59,87.73,84.99,84.17,83.49,82.96,-0.01,,,,,,,,,0.02,0.01,0.01,0.01,0.01,0.0,0.02,0.02,0.02,0.02,0.02,0.01,0.01,0.0,0.02,0.06,0.06,0.07,0.3,82.63,TSMixerx
|
||||
2024-05-06,83.99,85.58,83.63,86.53,83.46,81.95,82.83,58.13,83.36,81.9,84.2,87.64,83.23,83.77,83.59,84.28,87.73,84.21,83.49,84.91,83.33,0.0,,,,,,,,,0.0,0.0,0.0,0.0,0.01,0.02,0.01,0.01,0.01,0.0,0.0,0.02,0.03,0.02,0.01,0.04,0.05,0.05,0.3,83.36,GRU
|
||||
2024-05-07,83.62,87.02,83.95,86.87,83.51,81.22,83.2,58.13,83.57,81.83,84.04,87.83,83.49,84.13,83.26,84.38,87.74,84.73,83.5,84.58,83.16,-0.0,-0.01,0.01,82.2,84.4,83.2,84.38,PatchTST,TFT,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.01,0.01,0.01,0.0,0.02,0.05,0.02,0.02,0.04,0.06,0.06,0.3,83.2,PatchTST
|
||||
2024-05-08,83.12,86.07,83.78,87.66,83.36,82.83,83.48,58.13,83.34,81.69,83.69,87.53,83.83,84.2,83.1,84.3,87.75,85.3,83.27,83.76,83.58,0.01,-0.01,0.01,82.61,84.83,82.83,84.3,TSMixerx,TFT,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.03,0.02,0.02,0.05,0.05,0.05,0.3,83.48,PatchTST
|
||||
2024-05-09,82.63,86.94,84.13,88.15,83.54,83.04,83.67,58.13,83.63,81.81,84.11,87.84,83.79,84.21,83.39,84.45,87.77,86.07,83.64,83.56,83.88,0.0,-0.01,0.01,82.98,85.13,83.04,84.45,TSMixerx,TFT,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.04,0.02,0.03,0.05,0.05,0.05,0.31,83.79,MLP
|
||||
2024-05-10,82.95,86.54,84.36,88.32,84.01,84.34,83.88,58.13,83.82,81.91,84.27,88.0,83.31,83.57,84.47,84.5,87.77,86.41,84.11,83.74,82.79,-0.01,-0.01,0.01,81.83,84.02,81.91,84.01,TCN,TSMixer,0.02,0.02,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.01,0.05,0.01,0.04,0.07,0.06,0.06,0.3,83.31,MLP
|
||||
2024-05-13,83.21,86.33,83.44,87.41,83.44,83.19,82.86,58.13,82.9,81.56,83.92,87.02,82.86,82.95,82.68,83.7,87.73,84.92,83.32,83.83,83.36,0.01,-0.01,0.01,82.39,84.6,82.68,83.92,NLinear,BiTCN,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.04,0.02,0.02,0.05,0.05,0.04,0.3,83.32,TiDE
|
||||
2024-05-14,84.45,85.9,83.96,87.3,83.62,83.54,83.31,58.13,83.42,81.68,83.94,87.43,84.51,83.78,83.36,83.92,87.69,85.34,83.51,84.17,82.38,-0.01,-0.01,0.01,81.4,83.61,81.68,83.54,TCN,TSMixerx,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.02,0.02,0.02,0.03,0.02,0.04,0.01,0.04,0.06,0.06,0.06,0.29,81.68,TCN
|
||||
2024-05-15,83.11,83.6,83.12,86.26,83.11,83.31,82.79,58.13,82.57,81.28,83.69,86.57,83.92,82.88,82.82,83.66,87.61,84.72,82.82,83.88,82.75,0.0,-0.01,0.01,81.81,83.98,82.57,83.92,GRU,MLP,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.02,0.04,0.06,0.05,0.3,82.79,PatchTST
|
||||
2024-05-16,83.37,83.98,83.46,86.75,83.18,83.27,83.07,58.13,82.89,81.27,83.61,86.83,84.58,83.24,82.91,83.72,87.52,85.06,83.17,83.34,83.27,0.01,-0.01,0.01,82.32,84.51,82.89,83.98,GRU,Informer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.02,0.02,0.04,0.05,0.04,0.3,83.27,TSMixerx
|
||||
2024-05-17,82.36,84.32,83.88,87.33,83.49,83.77,83.16,58.13,83.28,81.38,83.38,87.29,83.06,83.2,83.5,83.74,87.48,85.17,83.26,83.3,83.98,0.01,-0.01,0.01,83.02,85.23,83.06,85.17,MLP,MLPMultivariate,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.01,0.04,0.04,0.04,0.31,83.88,LSTM
|
||||
2024-05-20,83.4,84.43,84.45,88.62,83.98,84.17,83.62,58.13,83.81,81.57,83.63,87.98,82.84,84.1,83.72,84.04,87.46,85.34,83.92,82.9,83.71,-0.0,-0.01,0.01,82.81,84.96,82.84,84.45,MLP,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.06,0.04,0.05,0.31,83.72,NLinear
|
||||
2024-05-21,83.85,84.63,84.2,88.47,83.97,84.32,83.43,58.13,83.58,81.58,83.78,87.76,83.05,83.92,83.9,83.56,87.44,84.64,83.72,83.66,82.88,-0.01,-0.01,0.01,81.99,84.11,83.05,83.97,MLP,TSMixer,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.0,0.01,0.02,0.02,0.02,0.07,0.06,0.06,0.3,83.05,MLP
|
||||
2024-05-22,83.07,84.08,83.52,88.1,83.49,83.91,82.79,58.13,82.94,81.27,83.72,87.03,81.73,83.78,83.09,82.69,87.38,84.16,83.1,83.61,81.9,-0.01,-0.01,0.01,80.97,83.12,81.27,83.1,TCN,TiDE,0.01,0.01,0.01,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.0,0.02,0.03,0.01,0.03,0.08,0.07,0.06,0.29,81.73,MLP
|
||||
2024-05-23,82.26,83.03,82.74,86.95,82.78,83.19,82.42,58.13,82.18,80.84,83.48,86.05,82.7,82.66,82.39,81.88,87.32,83.33,82.52,83.74,81.36,-0.01,-0.01,0.01,80.43,82.57,80.84,82.52,TCN,TiDE,0.01,0.01,0.01,0.02,0.01,0.02,0.03,0.02,0.01,0.02,0.02,0.03,0.02,0.01,0.02,0.07,0.07,0.06,0.29,80.84,TCN
|
||||
2024-05-24,81.53,81.43,82.32,85.48,82.18,82.26,81.84,58.13,81.75,80.39,83.12,85.45,81.68,81.71,81.83,81.32,87.25,82.06,82.04,82.91,81.84,0.01,-0.01,0.01,80.91,83.06,81.32,82.91,TFT,DeepNPTS,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.04,0.07,0.04,0.29,81.84,PatchTST
|
||||
2024-05-27,81.62,81.45,82.74,84.86,82.24,82.47,82.37,58.13,82.12,80.34,83.12,85.83,82.23,81.99,81.92,81.25,87.14,81.82,82.41,82.01,82.88,0.01,-0.01,0.01,81.94,84.08,81.99,83.12,DLinear,BiTCN,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.02,0.0,0.01,0.01,0.02,0.03,0.01,0.02,0.05,0.04,0.3,82.74,LSTM
|
||||
2024-05-28,82.55,82.14,83.59,85.34,83.02,83.57,82.61,58.13,82.91,80.66,83.27,86.79,81.82,82.52,83.02,82.17,87.04,82.42,82.92,81.83,83.94,0.01,-0.01,0.01,82.98,85.16,83.02,83.59,NLinear,LSTM,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.02,0.02,0.0,0.03,0.03,0.02,0.04,0.02,0.02,0.04,0.03,0.31,83.59,LSTM
|
||||
2024-05-29,83.92,83.23,84.42,86.91,83.67,84.16,83.84,58.13,83.71,81.11,83.58,87.77,83.92,83.25,83.94,84.22,86.91,84.52,83.86,82.95,83.43,-0.01,-0.01,0.01,82.48,84.64,82.95,84.52,DeepNPTS,MLPMultivariate,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.03,0.01,0.04,0.04,0.05,0.3,83.58,BiTCN
|
||||
2024-05-30,83.22,82.0,83.96,86.48,83.51,83.7,82.98,58.13,83.27,81.16,82.99,87.38,83.43,83.1,83.46,83.39,86.75,83.93,83.09,83.33,81.88,-0.02,-0.01,0.01,80.91,83.07,81.16,82.99,TCN,BiTCN,0.02,0.01,0.02,0.02,0.01,0.02,0.01,0.01,0.02,0.03,0.02,0.02,0.0,0.01,0.03,0.06,0.06,0.07,0.29,82.0,Informer
|
||||
2024-05-31,81.91,80.53,82.69,85.59,82.39,82.72,82.06,58.13,82.06,80.79,81.95,85.94,82.98,82.1,82.33,81.79,86.52,82.62,82.09,83.0,81.11,-0.01,-0.01,0.01,80.15,82.29,80.53,82.1,Informer,DLinear,0.01,0.01,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.02,0.02,0.02,0.01,0.0,0.02,0.06,0.07,0.06,0.28,80.79,TCN
|
||||
2024-06-03,80.43,79.81,82.1,85.05,81.67,82.19,81.09,58.13,81.51,80.32,81.28,85.14,80.66,81.76,81.28,81.38,86.25,80.82,81.22,82.63,78.36,-0.03,-0.01,0.01,77.43,79.5,,,,,0.04,0.04,0.04,0.04,0.03,0.05,0.04,0.04,0.04,0.05,0.03,0.05,0.02,0.02,0.03,0.09,0.1,0.09,0.26,79.81,Informer
|
||||
2024-06-04,77.88,78.1,79.68,83.1,79.8,79.68,79.1,58.13,79.15,79.29,80.25,82.4,77.71,79.55,78.67,80.05,85.97,77.85,79.3,81.88,77.52,-0.01,-0.01,0.01,76.6,78.64,77.71,78.1,MLP,Informer,0.01,0.02,0.02,0.03,0.02,0.03,0.04,0.03,0.03,0.03,0.0,0.06,0.01,0.02,0.0,0.07,0.11,0.06,0.25,77.71,MLP
|
||||
2024-06-05,77.17,77.94,79.01,80.04,78.76,77.76,79.17,58.13,78.45,78.54,80.01,81.34,77.46,78.64,77.67,79.5,85.72,76.39,78.38,81.16,78.41,0.01,-0.01,0.01,77.48,79.55,77.67,79.5,NLinear,TFT,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.01,0.01,0.01,0.04,0.01,0.0,0.03,0.02,0.09,0.04,0.26,78.38,TiDE
|
||||
2024-06-06,78.01,78.77,79.91,78.65,79.18,78.95,79.37,58.13,79.13,78.41,80.35,82.13,77.59,78.45,78.81,79.68,85.42,77.43,78.92,78.7,79.87,0.02,-0.01,0.01,78.92,81.03,78.92,80.35,TiDE,BiTCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.03,0.01,0.01,0.02,0.03,0.02,0.07,0.03,0.27,79.91,LSTM
|
||||
2024-06-07,79.57,79.6,81.17,80.03,80.05,80.31,80.13,58.13,80.22,78.63,80.5,83.53,79.6,79.47,80.29,80.15,85.16,80.04,80.17,78.79,79.62,-0.0,-0.01,0.01,78.67,80.66,78.79,80.5,DeepNPTS,BiTCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.0,0.01,0.01,0.01,0.07,0.05,0.27,79.6,Informer
|
||||
2024-06-10,79.92,79.44,80.87,80.05,79.97,80.4,79.52,58.13,79.9,78.66,80.33,83.26,80.28,79.69,79.86,79.84,84.85,80.17,79.71,79.2,81.63,0.03,-0.01,0.01,80.66,82.81,80.87,80.87,LSTM,LSTM,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.02,0.01,0.02,0.03,0.03,0.04,0.02,0.02,0.04,0.02,0.29,80.87,LSTM
|
||||
2024-06-11,81.34,80.4,82.61,80.85,80.95,81.85,81.43,58.13,81.61,79.44,80.74,85.1,81.19,81.26,81.76,81.16,84.59,81.38,80.89,80.25,81.92,0.0,-0.01,0.01,80.95,82.98,80.95,82.61,TSMixer,LSTM,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.03,0.01,0.01,0.03,0.04,0.29,81.85,TSMixerx
|
||||
2024-06-12,81.46,80.77,82.77,81.71,81.58,82.16,81.79,58.13,81.81,79.71,80.95,85.49,81.75,81.53,82.01,81.69,84.33,82.0,81.48,81.3,82.6,0.01,-0.01,0.01,81.62,83.67,81.69,82.77,TFT,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.02,0.02,0.04,0.01,0.01,0.02,0.04,0.3,82.77,LSTM
|
||||
2024-06-13,81.58,81.71,83.32,82.27,82.25,82.18,82.33,58.13,82.41,80.17,81.64,86.17,82.05,81.6,82.26,82.21,84.19,82.13,82.28,82.48,82.75,0.0,-0.01,0.01,81.77,83.83,82.05,83.32,MLP,LSTM,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.03,0.01,0.01,0.02,0.04,0.3,82.48,DeepNPTS
|
||||
2024-06-14,81.18,81.26,83.43,82.23,82.64,82.4,82.53,58.13,82.59,80.42,82.06,86.39,82.59,82.19,82.42,82.59,84.06,82.68,82.72,82.82,82.62,-0.0,-0.01,0.01,81.65,83.69,82.06,83.43,BiTCN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,0.03,0.0,0.0,0.02,0.05,0.3,82.64,TSMixer
|
||||
2024-06-17,82.19,81.0,83.32,82.57,82.75,82.4,82.63,58.13,82.54,80.52,82.31,86.39,82.69,82.33,82.44,82.03,83.91,82.87,82.88,82.69,84.25,0.02,-0.01,0.01,83.26,85.47,83.32,83.91,LSTM,StemGNN,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.02,0.02,0.04,0.04,0.02,0.02,0.0,0.03,0.31,83.91,StemGNN
|
||||
2024-06-18,84.11,82.19,84.68,83.25,83.66,83.39,84.2,58.13,83.93,81.16,83.46,87.9,83.94,83.27,84.25,85.64,83.82,84.33,84.12,82.48,85.33,0.01,-0.01,0.01,84.32,86.44,84.33,85.64,MLPMultivariate,TFT,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.02,0.0,0.01,0.02,0.03,0.04,0.05,0.01,0.02,0.02,0.03,0.32,85.64,TFT
|
||||
2024-06-19,85.2,83.46,85.53,83.37,84.71,84.81,85.01,58.13,84.75,81.66,84.38,89.03,85.11,84.58,84.9,85.93,83.74,84.98,84.56,84.2,85.07,-0.0,-0.01,0.01,84.07,86.18,84.2,85.93,DeepNPTS,TFT,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.04,0.0,0.02,0.02,0.05,0.32,85.11,MLP
|
||||
2024-06-20,85.44,83.94,85.29,82.8,84.74,85.84,84.71,58.13,84.56,81.8,84.64,88.99,85.77,84.74,85.07,85.88,83.67,85.31,84.6,84.99,85.71,0.01,-0.01,0.01,84.7,86.82,84.71,85.88,PatchTST,TFT,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.02,0.05,0.0,0.03,0.02,0.04,0.32,85.77,MLP
|
||||
2024-06-21,85.45,84.18,85.83,82.55,85.13,86.74,84.7,58.13,85.17,82.14,85.05,89.6,85.84,85.1,85.18,85.72,83.59,85.06,84.73,85.69,84.33,-0.02,-0.01,0.01,83.33,85.41,83.59,85.18,StemGNN,NLinear,0.01,0.0,0.01,0.01,0.0,0.03,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.03,0.01,0.02,0.01,0.06,0.31,84.18,Informer
|
||||
2024-06-24,84.13,82.58,84.67,82.46,84.55,85.88,83.9,58.13,84.12,81.65,84.65,88.52,84.35,84.63,84.25,83.53,83.44,84.05,84.23,84.32,85.15,0.01,-0.01,0.01,84.14,86.24,84.23,85.88,TiDE,TSMixerx,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.03,0.04,0.01,0.03,0.02,0.04,0.32,84.67,LSTM
|
||||
2024-06-25,85.6,84.48,85.41,82.66,85.0,86.42,85.02,58.13,84.88,81.93,85.32,89.21,85.74,84.41,85.29,84.47,83.36,84.43,85.06,85.13,84.22,-0.01,-0.01,0.01,83.22,85.29,83.36,85.13,StemGNN,DeepNPTS,0.01,0.01,0.01,0.01,0.01,0.03,0.01,0.0,0.0,0.01,0.02,0.01,0.0,0.03,0.0,0.02,0.01,0.06,0.31,84.41,DLinear
|
||||
2024-06-26,85.15,83.71,84.61,82.99,84.94,85.48,84.36,58.13,84.13,81.5,84.88,88.43,85.08,83.77,84.51,83.53,83.28,84.35,84.83,84.87,84.47,0.0,-0.01,0.01,83.46,85.54,83.53,85.48,TFT,TSMixerx,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.04,0.0,0.02,0.01,0.05,0.31,84.51,NLinear
|
||||
2024-06-27,84.27,83.84,84.85,83.07,84.8,85.17,84.47,58.13,84.37,81.66,84.83,88.63,84.02,84.16,84.83,84.09,83.31,84.18,85.03,84.16,85.26,0.01,-0.01,0.01,84.25,86.28,84.37,85.17,GRU,TSMixerx,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.04,0.01,0.03,0.02,0.04,0.32,85.17,TSMixerx
|
||||
2024-06-28,84.2,83.18,85.5,83.46,85.24,85.21,85.73,58.13,84.97,81.92,85.07,89.3,83.77,84.82,85.54,84.63,83.37,84.47,85.49,84.06,85.0,-0.0,-0.01,0.01,83.99,86.02,84.06,85.73,DeepNPTS,PatchTST,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.04,0.01,0.02,0.02,0.05,0.32,84.97,GRU
|
||||
2024-07-01,84.39,83.04,85.26,82.84,85.0,85.08,84.92,58.13,84.72,81.95,84.83,89.2,84.09,85.13,85.48,84.6,83.43,84.23,85.22,84.71,86.6,0.02,-0.01,0.01,85.57,87.7,,,,,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.04,0.05,0.03,0.04,0.04,0.03,0.33,85.48,NLinear
|
||||
2024-07-02,85.26,83.73,86.56,83.53,85.97,86.18,85.81,58.13,85.99,82.68,85.7,90.51,84.99,85.95,86.54,85.87,83.54,84.84,86.16,86.5,86.24,-0.0,-0.01,0.01,85.21,87.34,85.7,86.56,BiTCN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.03,0.04,0.02,0.03,0.03,0.05,0.33,86.18,TSMixerx
|
||||
2024-07-03,85.09,84.31,86.24,83.92,86.13,85.79,85.87,58.13,85.66,82.69,85.92,90.38,85.12,85.59,86.06,85.35,83.64,85.11,86.17,86.24,87.34,0.01,-0.01,0.01,86.3,88.46,,,,,0.01,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.03,0.01,0.03,0.05,0.03,0.04,0.04,0.03,0.33,86.24,DeepNPTS
|
||||
2024-07-04,84.98,86.64,87.13,84.96,86.97,87.45,86.78,58.13,86.56,83.32,86.91,91.34,85.8,87.07,86.95,85.42,83.77,85.92,87.13,87.34,87.43,0.0,-0.01,0.01,86.39,88.55,86.56,87.45,GRU,TSMixerx,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.02,0.0,0.01,0.05,0.02,0.03,0.04,0.04,0.34,87.45,TSMixerx
|
||||
2024-07-05,86.97,88.32,87.18,86.41,87.58,88.06,87.78,58.13,86.63,83.5,87.82,91.51,87.7,87.08,87.68,85.5,83.89,87.1,87.8,87.43,86.54,-0.01,-0.01,0.01,85.51,87.65,86.41,87.58,iTransformer,TSMixer,0.01,0.01,0.0,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.04,0.01,0.0,0.03,0.06,0.33,86.63,GRU
|
||||
2024-07-08,87.46,86.67,86.47,86.73,87.18,87.64,87.42,58.13,86.0,83.3,87.73,90.91,88.4,86.94,86.89,85.03,84.0,87.07,87.41,86.54,85.75,-0.01,-0.01,0.01,84.73,86.85,85.03,86.73,TFT,iTransformer,0.01,0.02,0.0,0.02,0.02,0.02,0.02,0.01,0.01,0.01,0.03,0.01,0.01,0.03,0.02,0.01,0.02,0.06,0.32,86.0,GRU
|
||||
2024-07-09,86.75,86.36,85.87,86.21,86.46,86.27,86.89,58.13,85.5,83.02,87.2,90.2,86.89,86.81,86.33,86.43,84.08,86.4,86.62,85.75,84.66,-0.01,-0.01,0.01,83.58,85.74,84.08,85.5,StemGNN,GRU,0.02,0.02,0.01,0.02,0.03,0.02,0.03,0.03,0.02,0.01,0.03,0.01,0.02,0.02,0.02,0.02,0.01,0.07,0.31,84.08,StemGNN
|
||||
2024-07-10,85.94,84.36,84.99,85.08,85.3,85.35,85.84,58.13,84.69,82.42,86.09,89.28,85.4,85.83,85.21,86.02,84.13,86.0,85.41,84.66,85.08,0.0,-0.01,0.01,84.07,86.17,84.13,86.09,StemGNN,BiTCN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.03,0.01,0.0,0.01,0.05,0.32,85.08,iTransformer
|
||||
2024-07-11,85.32,84.95,85.37,84.21,85.1,85.41,85.31,58.13,85.03,82.4,85.77,89.56,85.34,85.91,85.36,86.12,84.2,85.35,85.34,85.08,85.4,0.0,-0.01,0.01,84.38,86.49,84.95,86.12,Informer,TFT,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.04,0.0,0.01,0.01,0.05,0.32,85.41,TSMixerx
|
||||
2024-07-12,86.59,85.58,85.61,83.86,85.26,85.44,85.28,58.13,85.2,82.36,85.7,89.82,86.41,85.66,85.54,85.93,84.26,85.56,85.29,85.4,85.03,-0.0,-0.01,0.01,84.02,86.12,84.26,85.93,StemGNN,TFT,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.03,0.01,0.01,0.01,0.06,0.32,85.2,GRU
|
||||
2024-07-15,85.25,84.56,85.29,83.29,85.01,85.16,84.64,58.13,84.86,82.33,85.4,89.47,85.43,85.05,84.84,85.06,84.29,84.1,85.04,85.02,84.85,-0.0,-0.01,0.01,83.84,85.94,84.1,85.43,MLPMultivariate,MLP,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.03,0.01,0.02,0.01,0.05,0.31,84.86,GRU
|
||||
2024-07-16,85.58,84.68,85.15,83.57,84.84,85.28,85.02,58.13,84.72,82.32,85.05,89.22,85.41,85.3,85.21,83.96,84.32,84.56,85.04,84.74,83.73,-0.01,-0.01,0.01,82.67,84.8,83.57,84.74,iTransformer,DeepNPTS,0.02,0.02,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.02,0.01,0.01,0.02,0.01,0.0,0.01,0.07,0.31,83.57,iTransformer
|
||||
2024-07-17,83.26,83.84,84.22,83.49,84.05,84.68,84.03,58.13,83.83,81.88,84.13,88.19,83.66,84.27,84.14,83.31,84.34,83.88,84.28,83.97,85.08,0.02,-0.01,0.01,84.0,86.17,84.03,84.68,PatchTST,TSMixerx,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.01,0.02,0.01,0.01,0.04,0.01,0.02,0.01,0.04,0.32,84.68,TSMixerx
|
||||
2024-07-18,85.03,85.38,85.37,84.05,84.99,85.0,85.86,58.13,84.92,82.27,85.18,89.26,84.73,85.06,85.27,83.88,84.42,85.13,85.15,84.95,85.11,0.0,-0.01,0.01,84.03,86.2,84.05,85.86,iTransformer,PatchTST,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.03,0.0,0.01,0.01,0.05,0.32,85.13,MLPMultivariate
|
||||
2024-07-19,86.07,85.0,85.36,84.75,85.17,85.07,85.91,58.13,84.84,82.22,85.32,89.32,85.84,85.2,85.03,83.21,84.51,85.87,85.46,85.14,82.63,-0.03,-0.01,0.01,81.56,83.69,82.22,83.21,TCN,TFT,0.03,0.03,0.03,0.03,0.04,0.03,0.03,0.03,0.01,0.03,0.04,0.03,0.03,0.01,0.04,0.03,0.02,0.08,0.3,82.22,TCN
|
||||
2024-07-22,84.24,80.23,83.28,83.25,83.51,82.33,82.96,58.13,82.84,81.67,83.16,87.11,83.73,83.82,82.6,82.31,84.52,83.91,83.33,82.29,82.4,-0.0,-0.01,0.01,81.33,83.45,81.67,83.33,TCN,TiDE,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.02,0.0,0.03,0.01,0.02,0.01,0.03,0.06,0.29,82.33,TSMixerx
|
||||
2024-07-23,83.86,81.43,83.18,80.19,82.75,81.02,82.7,58.13,82.79,81.38,82.48,86.67,82.59,83.43,82.8,82.25,84.51,82.74,82.9,80.62,81.01,-0.02,-0.01,0.01,79.92,82.05,80.19,81.43,iTransformer,Informer,0.02,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.02,0.03,0.02,0.0,0.01,0.0,0.02,0.01,0.04,0.07,0.28,81.02,TSMixerx
|
||||
2024-07-24,81.16,79.47,82.01,79.36,81.62,79.68,81.67,58.13,81.56,80.69,81.45,85.36,80.8,82.26,81.65,81.72,84.45,81.54,81.56,80.03,80.82,-0.0,-0.01,0.01,79.77,81.85,80.03,81.72,DeepNPTS,TFT,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.02,0.04,0.06,0.28,80.8,MLP
|
||||
2024-07-25,79.1,80.98,81.9,79.27,81.23,79.42,81.12,58.13,81.36,80.26,81.04,85.01,80.61,81.25,81.13,81.8,84.4,81.09,81.07,81.12,81.39,0.01,-0.01,0.01,80.33,82.43,80.61,81.9,MLP,LSTM,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.03,0.04,0.04,0.29,81.36,GRU
|
||||
2024-07-26,80.56,80.76,82.39,84.27,81.64,80.63,81.96,58.13,81.76,80.2,81.73,85.45,81.57,81.96,81.34,82.23,84.39,81.76,81.46,82.27,80.28,-0.01,-0.01,0.01,79.22,81.31,80.2,80.76,TCN,Informer,0.01,0.01,0.02,0.02,0.02,0.0,0.02,0.02,0.02,0.03,0.02,0.02,0.01,0.0,0.02,0.05,0.05,0.06,0.28,80.2,TCN
|
||||
2024-07-29,80.89,82.37,81.4,84.28,81.19,81.06,81.21,58.13,80.71,79.82,81.54,84.37,80.93,81.56,80.67,81.51,84.38,81.27,80.97,81.38,79.05,-0.02,-0.01,0.01,77.96,80.06,79.82,79.82,TCN,TCN,0.02,0.02,0.02,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.02,0.03,0.04,0.01,0.03,0.07,0.07,0.07,0.26,79.82,TCN
|
||||
2024-07-30,80.54,82.78,80.35,84.17,80.12,80.81,80.69,58.13,79.66,79.32,81.27,82.96,80.95,80.93,79.71,80.94,84.38,81.21,80.17,81.39,78.07,-0.01,-0.01,0.01,76.99,79.07,,,,,0.02,0.03,0.02,0.03,0.03,0.04,0.04,0.04,0.04,0.03,0.04,0.04,0.06,0.02,0.04,0.08,0.08,0.06,0.26,79.32,TCN
|
||||
2024-07-31,78.89,82.6,79.5,84.33,78.99,79.63,79.16,58.13,78.81,78.76,80.65,81.86,79.21,79.61,78.74,80.71,84.39,79.85,78.97,80.57,80.84,0.04,-0.01,0.01,79.72,81.9,79.85,81.86,MLPMultivariate,DilatedRNN,0.03,0.02,0.03,0.02,0.02,0.02,0.0,0.02,0.0,0.02,0.02,0.0,0.02,0.03,0.01,0.04,0.04,0.01,0.28,80.71,TFT
|
||||
2024-08-01,80.06,82.36,82.02,85.04,80.5,81.2,81.09,58.13,81.13,79.36,81.16,84.43,79.79,80.4,81.17,81.86,84.41,80.53,80.83,79.97,79.52,-0.02,-0.02,0.01,78.3,80.56,79.36,80.53,TCN,MLPMultivariate,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.03,0.03,0.0,0.01,0.04,0.0,0.01,0.07,0.06,0.06,0.27,79.36,TCN
|
||||
2024-08-02,79.34,82.13,80.74,85.23,80.15,80.16,80.01,58.13,79.84,78.94,80.9,83.32,79.98,79.86,79.59,81.15,84.41,80.37,80.14,79.0,76.81,-0.03,-0.02,0.01,75.57,77.82,,,,,0.04,0.04,0.04,0.04,0.04,0.04,0.05,0.04,0.06,0.05,0.04,0.03,0.07,0.03,0.05,0.11,0.1,0.08,0.24,78.94,TCN
|
||||
2024-08-05,77.19,79.33,78.19,84.71,77.98,78.11,77.43,58.13,77.55,78.33,78.84,80.44,77.72,78.73,76.87,79.72,84.39,77.08,77.57,80.14,76.3,-0.01,-0.02,0.01,75.07,77.3,76.87,77.08,NLinear,MLPMultivariate,0.01,0.02,0.02,0.02,0.01,0.02,0.03,0.03,0.04,0.02,0.02,0.05,0.04,0.03,0.01,0.11,0.11,0.05,0.24,76.87,NLinear
|
||||
2024-08-06,75.82,78.36,77.83,84.63,76.91,77.74,76.74,58.13,77.2,77.78,77.83,79.72,77.27,78.06,77.08,79.07,84.33,76.22,76.8,79.75,76.48,0.0,-0.02,0.01,75.25,77.48,76.22,77.27,MLPMultivariate,MLP,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.02,0.03,0.02,0.01,0.04,0.02,0.02,0.0,0.11,0.1,0.04,0.24,76.74,PatchTST
|
||||
2024-08-07,76.29,79.29,78.06,84.37,76.82,76.97,76.5,58.13,77.29,77.37,77.21,79.94,77.02,76.65,76.85,78.73,84.26,75.45,76.72,77.61,78.33,0.02,-0.02,0.02,77.07,79.61,77.21,79.29,BiTCN,Informer,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.01,0.0,0.02,0.01,0.01,0.01,0.04,0.08,0.08,0.02,0.26,78.06,LSTM
|
||||
2024-08-08,77.7,79.11,79.88,84.73,78.18,78.15,77.95,58.13,78.78,77.64,77.77,81.68,77.64,77.44,78.21,79.2,84.19,75.79,78.15,77.5,79.16,0.01,-0.02,0.02,77.89,80.46,77.95,79.88,PatchTST,LSTM,0.01,0.01,0.0,0.01,0.02,0.01,0.02,0.02,0.0,0.01,0.02,0.02,0.0,0.02,0.04,0.07,0.06,0.03,0.27,79.2,TFT
|
||||
2024-08-09,77.74,78.62,80.54,84.54,79.23,79.31,78.5,58.13,79.39,77.99,78.75,82.57,77.15,79.07,78.28,79.14,84.12,75.97,78.95,77.96,79.66,0.01,-0.02,0.02,78.38,80.97,78.5,80.54,PatchTST,LSTM,0.02,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.02,0.05,0.06,0.06,0.04,0.27,79.39,GRU
|
||||
2024-08-12,78.47,78.5,80.93,85.06,79.79,80.1,79.42,58.13,79.78,78.39,79.57,83.06,78.18,80.0,79.61,79.25,84.06,77.95,79.73,79.03,82.3,0.03,-0.02,0.02,80.97,83.83,83.06,83.06,DilatedRNN,DilatedRNN,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.04,0.02,0.05,0.04,0.05,0.05,0.05,0.03,0.02,0.01,0.29,83.06,DilatedRNN
|
||||
2024-08-13,81.87,80.26,83.15,85.94,81.59,82.07,82.25,58.13,82.05,79.53,81.19,85.49,80.48,81.39,82.39,82.33,84.01,83.4,81.75,83.1,80.69,-0.02,-0.02,0.02,79.37,82.19,79.53,82.07,TCN,TSMixerx,0.02,0.01,0.02,0.01,0.02,0.02,0.01,0.01,0.02,0.03,0.0,0.03,0.01,0.01,0.03,0.07,0.04,0.06,0.28,80.48,MLP
|
||||
2024-08-14,80.76,80.05,81.68,85.9,81.08,80.88,80.66,58.13,80.64,79.24,80.59,84.26,80.33,80.39,81.11,80.44,83.89,83.77,81.02,81.24,79.76,-0.01,-0.02,0.02,78.45,81.24,79.24,81.24,TCN,DeepNPTS,0.02,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.02,0.0,0.01,0.05,0.08,0.05,0.06,0.27,80.05,Informer
|
||||
2024-08-15,79.71,80.45,80.95,85.15,80.22,80.23,79.82,58.13,80.02,79.05,79.94,83.32,79.93,79.81,80.15,79.37,83.76,82.45,79.99,78.06,81.04,0.02,-0.02,0.02,79.71,82.55,79.81,82.45,DLinear,MLPMultivariate,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.02,0.0,0.01,0.04,0.01,0.02,0.02,0.05,0.03,0.03,0.28,80.95,LSTM
|
||||
2024-08-16,81.2,81.34,82.11,86.08,80.92,80.91,81.18,58.13,81.21,79.3,80.64,84.58,80.32,80.92,80.54,80.93,83.64,82.75,80.74,81.48,79.68,-0.02,-0.02,0.02,78.34,81.16,79.3,80.93,TCN,TFT,0.01,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.03,0.01,0.02,0.02,0.0,0.04,0.08,0.05,0.06,0.27,79.3,TCN
|
||||
2024-08-19,80.0,80.32,80.87,86.02,80.26,80.54,80.15,58.13,79.99,78.89,80.02,83.47,80.32,80.12,79.86,79.34,83.53,83.52,80.0,81.03,77.66,-0.03,-0.02,0.02,76.33,79.1,78.89,78.89,TCN,TCN,0.03,0.03,0.03,0.03,0.03,0.04,0.03,0.03,0.02,0.04,0.03,0.04,0.03,0.02,0.08,0.11,0.08,0.07,0.25,78.89,TCN
|
||||
2024-08-20,78.83,80.34,79.05,83.58,78.69,78.99,78.88,58.13,78.32,78.18,78.96,81.31,79.79,78.59,78.04,77.87,83.36,84.53,78.37,79.06,77.2,-0.01,-0.02,0.02,75.88,78.64,77.87,78.59,TFT,DLinear,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0.03,0.02,0.04,0.01,0.09,0.08,0.08,0.05,0.25,77.87,TFT
|
||||
2024-08-21,78.27,79.63,78.71,82.97,77.94,78.44,77.95,58.13,77.98,77.7,78.18,80.74,79.85,77.29,77.77,77.48,83.21,85.37,77.53,79.55,76.05,-0.01,-0.02,0.02,74.75,77.46,77.29,77.29,DLinear,DLinear,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.02,0.02,0.04,0.05,0.05,0.05,0.02,0.12,0.09,0.09,0.06,0.24,77.29,DLinear
|
||||
2024-08-22,77.62,77.05,77.55,82.69,77.0,77.45,76.26,58.13,76.93,77.04,77.34,79.57,77.29,76.68,76.69,76.72,83.04,85.04,76.71,77.91,77.22,0.02,-0.02,0.02,75.92,78.66,76.26,77.91,PatchTST,DeepNPTS,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.1,0.07,0.08,0.03,0.25,77.29,MLP
|
||||
2024-08-23,77.5,79.24,78.83,83.21,77.41,78.55,76.94,58.13,77.89,76.98,77.72,80.62,77.23,77.52,77.08,77.35,82.85,84.23,77.2,77.33,78.15,0.01,-0.02,0.02,76.84,79.6,76.94,79.24,PatchTST,Informer,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.08,0.06,0.06,0.03,0.26,77.89,GRU
|
||||
2024-08-26,78.33,78.59,79.67,82.94,78.39,78.92,77.49,58.13,78.59,77.25,78.23,81.55,77.74,77.88,78.15,77.95,82.68,84.78,77.83,76.48,80.36,0.03,-0.02,0.02,79.04,81.88,79.67,81.55,LSTM,DilatedRNN,0.03,0.03,0.02,0.02,0.04,0.02,0.03,0.03,0.03,0.01,0.03,0.05,0.02,0.04,0.06,0.03,0.03,0.01,0.28,79.67,LSTM
|
||||
2024-08-27,79.68,81.12,81.59,82.97,80.18,80.69,80.21,58.13,80.4,78.09,79.7,83.61,79.66,79.11,80.4,80.59,82.49,86.04,80.46,79.97,78.66,-0.02,-0.02,0.02,77.34,80.15,78.09,79.97,TCN,DeepNPTS,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.01,0.02,0.04,0.01,0.02,0.03,0.01,0.09,0.05,0.05,0.06,0.26,79.11,DLinear
|
||||
2024-08-28,78.41,79.51,79.96,82.45,79.41,80.19,79.05,58.13,78.89,77.92,79.36,82.07,78.44,77.94,78.93,78.36,82.28,83.7,79.44,79.08,77.58,-0.01,-0.02,0.02,76.28,79.05,77.92,78.93,TCN,NLinear,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.0,0.01,0.03,0.01,0.02,0.02,0.0,0.08,0.06,0.06,0.06,0.25,77.92,TCN
|
||||
2024-08-29,78.4,78.41,79.02,80.86,78.24,78.61,77.96,58.13,78.09,77.77,78.28,80.88,77.73,78.45,78.19,77.39,82.0,82.81,78.25,79.23,78.82,0.02,-0.02,0.02,77.5,80.31,77.73,79.23,MLP,DeepNPTS,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.01,0.01,0.01,0.05,0.03,0.04,0.03,0.26,79.02,LSTM
|
||||
2024-08-30,78.95,78.73,80.26,81.3,78.7,79.23,79.17,58.13,79.22,77.91,78.39,82.13,79.42,78.8,79.6,78.59,81.73,84.97,78.95,79.65,76.93,-0.02,-0.02,0.02,75.61,78.38,77.91,77.91,TCN,TCN,0.03,0.03,0.03,0.02,0.03,0.03,0.02,0.02,0.02,0.04,0.03,0.04,0.02,0.01,0.1,0.06,0.06,0.07,0.24,77.91,TCN
|
||||
2024-09-02,76.82,77.15,78.36,79.08,77.64,77.55,77.22,58.13,77.53,77.27,77.07,80.48,77.9,76.77,77.1,76.99,81.46,80.98,77.16,77.78,77.52,0.01,-0.02,0.02,76.19,78.79,76.77,78.36,DLinear,LSTM,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.0,0.04,0.02,0.05,0.04,0.25,77.53,GRU
|
||||
2024-09-03,78.45,77.62,79.07,81.54,77.68,77.93,78.02,58.13,78.09,77.29,76.97,80.87,78.95,78.09,76.8,77.37,81.23,81.66,77.29,77.73,73.75,-0.05,-0.02,0.02,72.29,74.96,,,,,0.04,0.05,0.06,0.05,0.06,0.06,0.04,0.06,0.05,0.07,0.07,0.05,0.05,0.05,0.11,0.11,0.1,0.1,0.21,76.8,NLinear
|
||||
2024-09-04,75.29,73.73,74.9,79.38,75.22,75.62,74.12,58.13,74.64,76.25,75.21,77.13,74.98,75.5,74.33,75.36,80.98,80.37,74.68,77.49,72.7,-0.01,-0.02,0.02,71.26,73.89,73.73,73.73,Informer,Informer,0.02,0.03,0.03,0.03,0.02,0.04,0.03,0.04,0.04,0.03,0.03,0.07,0.01,0.05,0.11,0.09,0.11,0.06,0.2,73.73,Informer
|
||||
2024-09-05,72.83,73.33,73.98,78.79,73.53,74.44,72.7,58.13,73.7,75.33,74.35,75.51,74.15,74.4,73.39,74.78,80.71,79.04,73.57,77.77,72.69,-0.0,-0.02,0.02,71.25,73.88,72.7,73.7,PatchTST,GRU,0.01,0.01,0.01,0.01,0.0,0.02,0.02,0.02,0.03,0.02,0.02,0.07,0.01,0.04,0.09,0.08,0.11,0.04,0.2,72.7,PatchTST
|
||||
2024-09-06,72.39,73.59,74.06,77.27,73.28,72.31,72.97,58.13,73.63,74.73,74.2,75.51,72.8,73.56,73.14,75.05,80.41,78.94,72.95,74.5,71.06,-0.02,-0.02,0.02,69.55,72.23,,,,,0.03,0.03,0.04,0.03,0.03,0.02,0.04,0.04,0.06,0.04,0.02,0.05,0.04,0.05,0.11,0.09,0.13,0.06,0.18,72.31,TSMixerx
|
||||
2024-09-09,71.08,72.12,72.17,74.71,72.07,70.85,71.73,58.13,71.94,73.85,73.4,73.57,71.88,71.82,71.46,74.35,80.1,77.38,71.61,72.87,71.84,0.01,-0.02,0.02,70.31,72.99,70.85,72.87,TSMixerx,DeepNPTS,0.01,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.03,0.0,0.0,0.01,0.0,0.03,0.08,0.04,0.11,0.02,0.19,71.82,DLinear
|
||||
2024-09-10,73.01,72.68,73.2,75.11,72.29,71.72,72.13,58.13,72.62,73.66,74.28,74.19,73.3,72.54,72.04,73.9,79.79,78.54,72.08,73.11,69.19,-0.04,-0.02,0.02,67.63,70.3,,,,,0.04,0.04,0.05,0.04,0.04,0.04,0.07,0.05,0.07,0.06,0.06,0.06,0.05,0.06,0.14,0.09,0.15,0.07,0.16,71.72,TSMixerx
|
||||
2024-09-11,68.98,69.03,69.99,73.17,70.55,70.97,70.36,58.13,69.71,72.95,73.37,70.96,69.36,70.5,69.9,71.45,79.5,75.13,70.1,71.53,70.61,0.02,-0.02,0.02,69.01,71.77,69.03,71.53,Informer,DeepNPTS,0.01,0.01,0.01,0.0,0.0,0.01,0.04,0.0,0.01,0.01,0.02,0.01,0.02,0.03,0.06,0.04,0.13,0.0,0.18,70.55,TSMixer
|
||||
2024-09-12,68.93,66.91,71.93,73.61,70.61,72.13,70.79,58.13,71.21,72.99,72.75,72.38,70.52,70.89,71.06,72.05,79.15,75.36,70.99,72.19,71.97,0.02,-0.02,0.02,70.34,73.32,70.52,72.99,MLP,TCN,0.01,0.01,0.01,0.02,0.02,0.0,0.01,0.02,0.0,0.0,0.02,0.0,0.07,0.01,0.05,0.02,0.1,0.01,0.19,71.93,LSTM
|
||||
2024-09-13,71.77,69.1,73.41,73.95,71.59,72.9,72.03,58.13,72.58,73.25,72.3,74.19,72.18,71.27,72.18,73.05,78.8,75.84,71.72,70.77,71.61,-0.0,-0.02,0.02,69.99,72.96,70.77,72.9,DeepNPTS,TSMixerx,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.02,0.03,0.01,0.01,0.04,0.02,0.06,0.03,0.1,0.04,0.19,71.59,TSMixer
|
||||
2024-09-16,71.81,66.98,72.88,74.15,71.64,73.05,71.09,58.13,72.15,73.2,71.7,73.83,73.8,70.68,71.47,73.17,78.54,73.95,71.53,70.88,72.75,0.02,-0.02,0.02,71.11,74.12,71.47,73.95,NLinear,MLPMultivariate,0.02,0.02,0.01,0.02,0.02,0.0,0.01,0.03,0.01,0.0,0.01,0.03,0.08,0.01,0.02,0.02,0.08,0.01,0.2,72.88,LSTM
|
||||
2024-09-17,72.31,69.3,74.23,74.26,72.63,73.56,72.37,58.13,73.24,73.63,71.61,75.07,72.9,72.57,72.46,74.09,78.29,73.82,72.29,73.63,73.7,0.01,-0.02,0.02,72.03,75.09,72.29,75.07,TiDE,DilatedRNN,0.02,0.02,0.01,0.01,0.02,0.0,0.03,0.02,0.01,0.01,0.01,0.0,0.06,0.0,0.0,0.01,0.06,0.02,0.21,73.63,TCN
|
||||
2024-09-18,72.37,70.85,75.23,73.76,73.34,73.9,74.02,58.13,74.13,73.97,72.07,76.38,73.22,73.58,73.21,74.43,78.1,75.57,73.08,71.82,73.65,-0.0,-0.02,0.02,71.99,75.03,72.07,74.43,BiTCN,TFT,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.02,0.01,0.02,0.04,0.0,0.03,0.0,0.06,0.04,0.21,73.58,DLinear
|
||||
2024-09-19,73.86,72.69,75.09,74.79,73.71,74.36,73.76,58.13,74.08,74.1,72.14,76.35,75.52,73.5,73.67,73.65,77.91,77.16,73.42,74.3,74.88,0.02,-0.02,0.02,73.19,76.29,73.42,75.52,TiDE,MLP,0.02,0.02,0.01,0.02,0.01,0.01,0.04,0.02,0.02,0.0,0.01,0.01,0.03,0.01,0.03,0.0,0.04,0.02,0.22,74.79,iTransformer
|
||||
2024-09-20,74.29,73.76,76.5,75.13,74.69,74.9,74.59,58.13,75.29,74.62,73.77,77.65,74.4,74.07,74.56,74.78,77.73,77.99,74.79,75.24,74.49,-0.01,-0.02,0.02,72.81,75.89,73.76,75.29,Informer,GRU,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.03,0.0,0.01,0.01,0.0,0.05,0.01,0.04,0.04,0.22,74.56,NLinear
|
||||
2024-09-23,72.93,71.4,75.98,74.74,74.78,75.37,74.34,58.13,74.93,74.59,73.97,77.48,73.8,74.66,74.3,74.69,77.57,77.05,74.54,73.45,73.21,-0.02,-0.02,0.02,71.56,74.45,73.45,74.34,DeepNPTS,PatchTST,0.01,0.02,0.02,0.02,0.02,0.03,0.01,0.02,0.02,0.04,0.01,0.0,0.02,0.02,0.05,0.02,0.06,0.06,0.21,73.45,DeepNPTS
|
||||
2024-09-24,72.28,72.6,74.52,74.1,74.01,75.31,73.19,58.13,73.78,74.18,73.6,75.98,72.49,74.37,73.43,73.86,77.43,75.5,73.61,73.29,74.47,0.02,-0.02,0.02,72.79,75.77,73.19,75.5,PatchTST,MLPMultivariate,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.0,0.03,0.02,0.03,0.0,0.01,0.01,0.04,0.02,0.22,74.52,LSTM
|
||||
2024-09-25,74.28,73.13,76.07,74.43,74.29,75.67,74.63,58.13,75.03,74.37,74.49,77.34,74.33,74.26,74.7,75.34,77.34,75.54,74.24,74.86,72.9,-0.02,-0.02,0.02,71.25,74.17,73.13,73.13,Informer,Informer,0.02,0.02,0.03,0.02,0.02,0.04,0.02,0.02,0.03,0.04,0.02,0.03,0.0,0.02,0.04,0.02,0.06,0.06,0.2,73.13,Informer
|
||||
2024-09-26,73.59,72.58,74.17,73.36,73.57,74.34,72.66,58.13,73.54,73.85,73.61,75.72,73.21,72.89,73.67,73.07,77.13,74.96,73.01,73.97,71.09,-0.02,-0.02,0.02,69.38,72.33,,,,,0.04,0.03,0.03,0.03,0.02,0.05,0.04,0.03,0.03,0.04,0.03,0.04,0.02,0.04,0.05,0.03,0.08,0.07,0.18,72.58,Informer
|
||||
2024-09-27,73.06,73.39,72.17,72.25,72.04,72.59,71.93,58.13,71.78,73.02,72.83,73.28,73.05,71.92,71.5,71.15,76.93,76.19,71.98,74.46,71.54,0.01,-0.02,0.02,69.82,72.78,71.15,72.59,TFT,TSMixerx,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.04,0.03,0.02,0.06,0.01,0.08,0.02,0.19,71.5,NLinear
|
||||
2024-09-30,73.48,72.99,72.85,72.62,71.94,72.61,71.38,58.13,72.26,72.85,72.48,73.73,72.94,71.62,71.73,71.46,76.82,77.63,71.56,74.2,71.7,0.0,-0.02,0.02,69.97,72.95,71.38,72.94,PatchTST,MLP,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.02,0.02,0.03,0.02,0.02,0.08,0.01,0.07,0.03,0.19,71.73,NLinear
|
||||
2024-10-01,72.31,72.77,73.01,73.16,72.0,72.18,71.53,58.13,72.39,72.78,72.44,74.02,72.23,72.11,71.88,71.53,76.72,76.0,71.93,72.8,73.56,0.03,-0.02,0.02,71.79,74.99,71.88,74.02,NLinear,DilatedRNN,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.03,0.01,0.02,0.01,0.01,0.01,0.03,0.01,0.04,0.01,0.21,73.16,iTransformer
|
||||
2024-10-02,74.69,72.38,75.15,73.88,73.4,73.89,73.44,58.13,74.1,73.36,73.24,76.17,74.19,71.95,73.61,73.56,76.65,77.14,73.38,72.67,73.9,0.0,-0.02,0.02,72.12,75.33,72.38,75.15,Informer,LSTM,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.03,0.0,0.02,0.0,0.02,0.02,0.01,0.04,0.0,0.04,0.03,0.21,73.89,TSMixerx
|
||||
2024-10-03,73.42,73.6,75.4,73.74,74.09,73.94,73.69,58.13,74.36,73.74,73.63,76.59,73.35,72.47,73.73,74.09,76.53,75.64,73.8,73.04,77.62,0.05,-0.02,0.02,75.75,79.24,76.53,76.59,StemGNN,DilatedRNN,0.05,0.05,0.04,0.05,0.05,0.05,0.05,0.07,0.05,0.03,0.06,0.06,0.05,0.05,0.03,0.05,0.01,0.01,0.25,76.59,DilatedRNN
|
||||
2024-10-04,76.2,76.15,79.33,76.2,76.58,77.09,77.59,58.13,77.73,75.52,76.16,80.28,75.87,76.36,77.14,74.93,76.48,78.66,77.23,76.0,78.05,0.01,-0.02,0.02,76.17,79.68,76.2,79.33,iTransformer,LSTM,0.01,0.01,0.0,0.02,0.01,0.01,0.02,0.02,0.04,0.02,0.03,0.03,0.02,0.03,0.01,0.02,0.02,0.03,0.26,77.73,GRU
|
||||
2024-10-07,76.87,76.4,79.55,76.32,77.73,78.31,77.78,58.13,78.06,76.12,77.31,80.98,77.41,76.35,78.13,76.24,76.43,77.92,77.83,76.72,80.93,0.04,-0.02,0.02,78.98,82.9,79.55,80.98,LSTM,DilatedRNN,0.03,0.04,0.04,0.04,0.04,0.03,0.04,0.06,0.06,0.02,0.04,0.05,0.06,0.06,0.04,0.06,0.06,0.0,0.28,80.98,DilatedRNN
|
||||
2024-10-08,78.97,77.61,82.07,78.25,79.8,81.06,79.67,58.13,80.59,77.82,78.95,83.76,79.91,79.72,80.54,76.91,76.37,79.75,80.4,78.5,77.18,-0.05,-0.02,0.02,75.26,79.06,76.37,78.95,StemGNN,BiTCN,0.04,0.04,0.04,0.03,0.03,0.05,0.02,0.03,0.0,0.06,0.04,0.02,0.01,0.01,0.03,0.01,0.01,0.09,0.25,76.91,TFT
|
||||
2024-10-09,76.71,76.67,78.46,76.33,78.15,78.31,76.89,58.13,77.39,77.15,77.42,80.54,76.75,77.71,77.49,76.47,76.25,77.65,77.74,77.09,76.58,-0.01,-0.02,0.02,74.67,78.45,76.25,78.31,StemGNN,TSMixerx,0.01,0.02,0.01,0.02,0.0,0.02,0.01,0.01,0.0,0.02,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.05,0.24,76.67,Informer
|
||||
2024-10-10,74.71,75.87,78.09,75.63,76.95,77.54,76.65,58.13,77.17,76.72,76.6,79.78,76.4,76.52,76.86,76.52,76.15,77.29,76.88,76.3,79.4,0.04,-0.02,0.03,77.42,81.47,77.54,79.78,TSMixerx,DilatedRNN,0.03,0.03,0.03,0.03,0.03,0.02,0.04,0.04,0.04,0.02,0.04,0.04,0.04,0.03,0.03,0.05,0.04,0.0,0.27,79.78,DilatedRNN
|
||||
2024-10-11,78.1,78.02,80.83,76.64,78.73,80.42,79.59,58.13,79.65,77.49,79.02,82.63,78.76,79.2,79.45,78.02,76.08,79.11,79.0,79.38,79.04,-0.0,-0.02,0.03,77.14,81.1,77.49,80.83,TCN,LSTM,0.01,0.0,0.01,0.0,0.01,0.02,0.0,0.0,0.01,0.02,0.0,0.0,0.01,0.02,0.0,0.03,0.04,0.05,0.26,79.02,BiTCN
|
||||
2024-10-14,79.31,78.45,80.38,77.33,79.12,80.61,79.92,58.13,79.25,77.22,79.24,82.59,80.09,78.34,79.16,78.15,76.06,79.25,79.23,79.04,77.46,-0.02,-0.02,0.03,75.59,79.48,76.06,79.25,StemGNN,MLPMultivariate,0.02,0.02,0.02,0.02,0.03,0.04,0.02,0.01,0.01,0.04,0.03,0.02,0.01,0.0,0.02,0.0,0.02,0.07,0.25,77.33,iTransformer
|
||||
2024-10-15,79.06,78.45,78.88,76.58,77.99,79.68,77.9,58.13,77.91,76.95,78.16,80.93,78.44,78.17,77.41,77.17,76.05,78.77,78.08,77.44,74.25,-0.04,-0.02,0.03,72.4,76.19,76.05,76.05,StemGNN,StemGNN,0.04,0.05,0.05,0.05,0.05,0.07,0.05,0.05,0.04,0.06,0.06,0.04,0.06,0.04,0.06,0.03,0.02,0.09,0.22,76.05,StemGNN
|
||||
2024-10-16,76.9,76.2,75.49,74.08,75.5,75.63,74.25,58.13,75.15,75.86,74.33,77.56,74.45,76.55,74.97,74.94,75.97,76.42,74.96,74.4,74.22,-0.0,-0.02,0.03,72.37,76.16,74.08,75.97,iTransformer,StemGNN,0.01,0.01,0.01,0.02,0.0,0.02,0.0,0.03,0.01,0.02,0.0,0.0,0.03,0.02,0.03,0.0,0.02,0.04,0.22,74.25,PatchTST
|
||||
2024-10-17,75.88,75.2,75.71,74.01,74.41,75.85,74.99,58.13,75.18,75.21,73.83,77.35,75.29,74.89,75.46,75.62,75.93,76.84,74.82,75.08,74.45,0.0,-0.02,0.03,72.6,76.39,73.83,75.93,BiTCN,StemGNN,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.01,0.02,0.02,0.01,0.01,0.01,0.01,0.03,0.01,0.02,0.04,0.22,74.41,TSMixer
|
||||
2024-10-18,74.78,74.61,75.99,73.8,74.54,74.62,73.98,58.13,75.33,74.89,73.79,77.62,74.02,74.37,74.7,75.79,75.85,75.82,74.45,75.27,73.06,-0.02,-0.02,0.03,71.24,74.97,73.79,74.89,BiTCN,TCN,0.02,0.02,0.03,0.02,0.01,0.02,0.01,0.02,0.04,0.04,0.01,0.03,0.02,0.03,0.04,0.01,0.04,0.06,0.2,73.79,BiTCN
|
||||
2024-10-21,72.49,73.03,74.36,73.46,73.74,72.77,72.76,58.13,73.89,74.32,73.25,75.99,71.82,73.15,72.94,73.13,75.71,74.18,73.58,74.09,74.29,0.02,-0.02,0.03,72.44,76.23,72.76,75.99,PatchTST,DilatedRNN,0.02,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.0,0.03,0.0,0.02,0.0,0.0,0.01,0.02,0.02,0.22,74.32,TCN
|
||||
2024-10-22,74.15,73.57,75.89,73.65,74.34,74.25,74.57,58.13,75.01,74.71,74.22,77.13,74.49,73.9,74.01,74.77,75.51,74.88,74.53,72.37,76.04,0.02,-0.02,0.03,74.15,78.02,74.22,77.13,BiTCN,DilatedRNN,0.03,0.02,0.01,0.02,0.02,0.02,0.02,0.03,0.02,0.0,0.02,0.05,0.03,0.02,0.02,0.03,0.01,0.01,0.24,75.89,LSTM
|
||||
2024-10-23,75.88,75.88,77.72,74.66,75.59,75.3,77.22,58.13,76.56,75.32,75.88,79.01,76.48,75.48,76.09,74.52,75.43,76.53,76.3,73.64,74.96,-0.01,-0.02,0.02,73.09,76.79,73.64,76.56,DeepNPTS,GRU,0.02,0.02,0.02,0.01,0.03,0.0,0.01,0.01,0.01,0.04,0.02,0.02,0.01,0.0,0.02,0.0,0.01,0.05,0.22,74.66,iTransformer
|
||||
2024-10-24,74.96,75.25,76.42,74.62,74.98,74.94,76.08,58.13,75.5,75.34,75.14,77.97,75.6,74.74,76.03,73.72,75.35,76.01,75.39,74.67,74.03,-0.01,-0.02,0.02,72.19,75.84,73.72,75.6,TFT,MLP,0.03,0.02,0.02,0.01,0.03,0.01,0.02,0.01,0.0,0.03,0.02,0.01,0.02,0.02,0.03,0.01,0.02,0.05,0.21,73.72,TFT
|
||||
2024-10-25,75.13,75.94,75.42,74.55,74.32,73.34,74.03,58.13,74.65,75.04,73.83,76.84,73.35,74.23,74.21,75.43,75.2,75.26,74.22,73.04,75.63,0.02,-0.02,0.02,73.81,77.48,73.83,76.84,BiTCN,DilatedRNN,0.02,0.02,0.01,0.02,0.02,0.03,0.02,0.02,0.0,0.0,0.03,0.03,0.0,0.01,0.0,0.01,0.01,0.02,0.23,75.43,TFT
|
||||
2024-10-28,71.62,77.71,77.28,75.05,75.06,74.77,75.24,58.13,76.2,75.4,75.54,78.61,74.3,75.61,75.36,75.33,75.16,75.54,75.05,75.58,71.0,-0.06,-0.02,0.02,69.23,72.73,,,,,0.06,0.06,0.07,0.06,0.06,0.05,0.06,0.06,0.06,0.09,0.05,0.06,0.09,0.06,0.06,0.06,0.06,0.11,0.18,74.3,MLP
|
||||
2024-10-29,71.5,72.21,71.82,72.52,72.63,71.87,72.27,58.13,71.71,74.06,72.45,73.54,73.04,73.55,71.15,72.22,74.99,74.05,71.91,74.4,70.73,-0.0,-0.02,0.02,68.97,72.46,71.15,72.45,NLinear,BiTCN,0.01,0.02,0.01,0.03,0.02,0.02,0.02,0.04,0.02,0.02,0.03,0.05,0.02,0.05,0.05,0.03,0.06,0.04,0.18,71.15,NLinear
|
||||
2024-10-30,72.69,70.99,71.9,70.13,71.65,71.63,72.57,58.13,71.52,73.37,72.16,72.72,73.33,72.76,70.98,72.35,74.93,74.03,71.81,73.31,72.16,0.02,-0.02,0.02,70.36,73.88,70.98,73.37,NLinear,TCN,0.02,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.02,0.02,0.02,0.02,0.03,0.03,0.04,0.01,0.19,72.16,BiTCN
|
||||
2024-10-31,71.18,73.44,73.6,70.27,72.54,72.95,72.82,58.13,72.92,73.34,72.46,74.67,72.59,72.52,72.75,73.49,74.92,73.85,72.35,73.46,72.81,0.01,-0.02,0.02,71.0,74.54,72.35,73.85,TiDE,MLPMultivariate,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.03,0.03,0.2,72.82,PatchTST
|
||||
2024-11-01,73.54,72.87,74.27,71.74,73.1,73.62,72.87,58.13,73.46,73.38,73.03,75.53,74.44,72.57,72.94,73.78,74.93,73.84,73.61,74.47,73.1,0.0,-0.02,0.02,71.28,74.84,71.74,74.47,iTransformer,DeepNPTS,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.02,0.02,0.02,0.0,0.0,0.01,0.02,0.02,0.03,0.2,73.1,TSMixer
|
||||
2024-11-04,74.22,74.52,74.55,71.74,73.14,72.77,72.7,58.13,73.66,73.51,73.18,75.77,74.52,73.67,73.4,73.67,74.96,74.09,73.28,75.28,75.08,0.03,-0.02,0.02,73.21,76.87,73.28,75.77,TiDE,DilatedRNN,0.02,0.02,0.02,0.03,0.03,0.03,0.03,0.02,0.02,0.01,0.01,0.0,0.01,0.02,0.01,0.04,0.0,0.01,0.23,74.96,StemGNN
|
||||
2024-11-05,75.55,74.99,76.76,72.82,74.3,74.47,74.39,58.13,75.52,74.38,74.15,77.92,74.81,76.0,75.23,75.57,75.04,74.85,74.43,74.61,75.53,0.01,-0.02,0.02,73.65,77.33,74.15,76.76,BiTCN,LSTM,0.0,0.01,0.0,0.02,0.02,0.01,0.02,0.01,0.0,0.02,0.01,0.01,0.01,0.02,0.01,0.04,0.01,0.03,0.23,75.52,GRU
|
||||
2024-11-06,76.13,77.01,77.11,73.78,74.96,75.09,76.2,58.13,75.91,74.79,75.04,78.5,76.54,75.46,76.07,74.5,75.16,76.3,75.39,75.78,74.92,-0.01,-0.02,0.02,73.05,76.7,73.78,76.54,iTransformer,MLP,0.02,0.01,0.01,0.0,0.02,0.0,0.0,0.01,0.01,0.03,0.02,0.01,0.03,0.0,0.02,0.02,0.0,0.05,0.22,74.96,TSMixer
|
||||
2024-11-07,75.9,75.76,76.41,73.97,74.71,73.49,75.56,58.13,75.36,74.92,74.68,77.79,76.37,73.87,74.29,74.53,75.24,76.68,74.6,74.44,75.63,0.01,-0.02,0.02,73.75,77.43,73.87,76.68,DLinear,MLPMultivariate,0.02,0.01,0.0,0.01,0.0,0.03,0.01,0.02,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.02,0.01,0.03,0.23,75.56,PatchTST
|
||||
2024-11-08,75.25,76.7,77.22,74.68,75.08,75.73,75.4,58.13,76.1,75.33,75.19,78.53,76.97,75.76,75.07,73.75,75.32,77.58,75.48,74.92,73.87,-0.02,-0.02,0.02,72.03,75.63,73.75,75.48,TFT,TiDE,0.02,0.02,0.03,0.02,0.02,0.03,0.02,0.03,0.0,0.05,0.04,0.01,0.04,0.02,0.05,0.01,0.02,0.06,0.21,73.75,TFT
|
||||
2024-11-11,74.35,73.32,75.19,74.84,74.69,73.74,73.29,58.13,74.45,74.87,73.94,76.84,74.36,73.69,74.2,74.22,75.36,76.12,74.47,74.22,71.83,-0.03,-0.03,0.02,70.03,73.54,73.29,73.32,PatchTST,Informer,0.03,0.04,0.04,0.04,0.02,0.03,0.03,0.03,0.03,0.05,0.04,0.03,0.02,0.04,0.06,0.04,0.05,0.07,0.19,73.29,PatchTST
|
||||
2024-11-12,73.28,72.56,72.95,72.89,72.78,71.76,72.51,58.13,72.59,73.97,72.26,74.21,74.06,72.82,72.05,72.79,75.35,74.5,72.75,73.62,71.89,0.0,-0.03,0.02,70.09,73.6,71.76,72.95,TSMixerx,LSTM,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.03,0.04,0.01,0.05,0.03,0.19,71.76,TSMixerx
|
||||
2024-11-13,73.52,73.04,73.09,72.88,72.61,70.67,72.08,58.71,73.06,73.84,72.25,74.62,73.97,72.76,72.38,73.73,75.25,74.6,72.11,73.56,72.28,0.01,-0.03,0.02,70.47,74.0,70.67,73.97,TSMixerx,MLP,0.0,0.0,0.01,0.0,0.0,0.02,0.0,0.01,0.02,0.01,0.02,0.02,0.01,0.02,0.03,0.01,0.04,0.03,0.19,72.25,BiTCN
|
||||
2024-11-14,74.27,71.94,73.03,73.15,72.56,71.53,74.24,57.48,72.96,74.12,72.0,74.74,74.53,72.1,71.07,74.33,75.95,75.16,71.87,74.05,72.56,0.0,-0.03,0.02,70.74,74.29,71.07,74.24,NLinear,PatchTST,0.02,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.02,0.01,0.03,0.02,0.01,0.02,0.04,0.01,0.05,0.03,0.21,72.56,TSMixer
|
||||
2024-11-15,74.09,71.95,73.23,72.99,72.74,71.25,74.29,60.04,73.06,73.95,71.82,74.91,74.62,73.0,71.94,74.64,75.57,74.29,71.75,74.21,71.04,-0.02,-0.03,0.02,69.26,72.73,71.25,71.95,TSMixerx,Informer,0.01,0.01,0.03,0.02,0.05,0.0,0.01,0.03,0.05,0.03,0.05,0.04,0.01,0.04,0.05,0.03,0.06,0.05,0.15,71.25,TSMixerx
|
||||
2024-11-18,71.69,71.97,73.24,73.3,72.74,71.29,72.43,58.08,73.39,73.92,71.68,74.8,71.75,72.77,73.58,74.81,75.58,73.32,71.79,75.22,73.3,0.03,-0.03,0.02,71.46,75.04,71.68,74.81,BiTCN,TFT,0.0,0.02,0.0,0.01,0.01,0.03,0.02,0.01,0.02,0.0,0.02,0.03,0.02,0.01,0.0,0.0,0.03,0.02,0.21,73.3,iTransformer
|
||||
2024-11-19,72.14,74.52,74.75,74.21,73.09,75.37,73.71,60.01,73.79,73.81,73.21,75.26,72.49,73.12,73.77,74.19,75.17,72.98,73.39,72.6,,,,,,,73.21,75.26,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
2024-11-20,73.06,74.6,74.77,74.35,73.34,75.78,74.26,60.59,74.08,74.0,73.37,75.57,72.19,72.98,74.2,74.92,75.06,73.34,73.8,73.2,,,,,,,73.37,75.57,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
2024-11-21,73.53,74.56,74.66,74.69,73.75,75.53,75.42,59.35,73.96,74.02,73.7,75.68,73.03,73.77,75.2,75.36,75.81,74.11,74.5,72.86,,,,,,,73.7,75.68,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
2024-11-22,74.3,74.59,74.84,74.49,73.87,76.1,75.41,61.94,74.07,73.84,73.99,75.85,73.61,74.12,74.65,75.63,75.41,74.62,74.92,73.25,,,,,,,73.99,75.85,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
2024-11-25,74.76,74.36,74.82,74.88,73.61,75.95,75.61,59.96,74.3,73.93,73.81,75.76,73.68,74.55,73.03,75.77,75.41,75.13,74.15,72.72,,,,,,,73.81,75.76,BiTCN,DilatedRNN,,,,,,,,,,,,,,,,,,,,,
|
||||
|
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