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Datasets:
azminetoushikwasi
/
SupplyGraph

Tasks:
Graph Machine Learning
Languages:
English
Size:
n<1K
ArXiv:
Tags:
finance
supply chain
License:
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  1. README.md +54 -1
  2. Raw Dataset/Homogenoeus/Edges/Edges (Plant).csv +1648 -0
  3. Raw Dataset/Homogenoeus/Edges/Edges (Product Group).csv +189 -0
  4. Raw Dataset/Homogenoeus/Edges/Edges (Product Sub-Group).csv +53 -0
  5. Raw Dataset/Homogenoeus/Edges/Edges (Storage Location).csv +3047 -0
  6. Raw Dataset/Homogenoeus/Edges/EdgesIndex/Edges (Plant).csv +1648 -0
  7. Raw Dataset/Homogenoeus/Edges/EdgesIndex/Edges (Product Group).csv +189 -0
  8. Raw Dataset/Homogenoeus/Edges/EdgesIndex/Edges (Product Sub-Group).csv +53 -0
  9. Raw Dataset/Homogenoeus/Edges/EdgesIndex/Edges (Storage Location).csv +3047 -0
  10. Raw Dataset/Homogenoeus/Nodes/Node Types (Product Group and Subgroup).csv +42 -0
  11. Raw Dataset/Homogenoeus/Nodes/Nodes Type (Plant & Storage).csv +0 -0
  12. Raw Dataset/Homogenoeus/Nodes/Nodes.csv +42 -0
  13. Raw Dataset/Homogenoeus/Nodes/NodesIndex.csv +42 -0
  14. Raw Dataset/Homogenoeus/Nodes/README.md +2 -0
  15. Raw Dataset/Homogenoeus/Temporal Data/Unit/Delivery To distributor.csv +222 -0
  16. Raw Dataset/Homogenoeus/Temporal Data/Unit/Factory Issue.csv +222 -0
  17. Raw Dataset/Homogenoeus/Temporal Data/Unit/Production .csv +222 -0
  18. Raw Dataset/Homogenoeus/Temporal Data/Unit/Sales Order.csv +222 -0
  19. Raw Dataset/Homogenoeus/Temporal Data/Weight/Delivery to Distributor.csv +222 -0
  20. Raw Dataset/Homogenoeus/Temporal Data/Weight/Factory Issue.csv +222 -0
  21. Raw Dataset/Homogenoeus/Temporal Data/Weight/Production .csv +222 -0
  22. Raw Dataset/Homogenoeus/Temporal Data/Weight/Sales Order .csv +222 -0
  23. fig/1-formulation.png +3 -0
README.md CHANGED
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- license: mit
 
 
 
 
 
 
 
 
 
 
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+ # SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks
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+ - Authors: [**Azmine Toushik Wasi**](https://azminewasi.github.io/), [**MD Shafikul Islam**](https://www.linkedin.com/in/md-shafikul-islam-sohan/), and [**Adipto Raihan Akib**](https://www.linkedin.com/in/adipto-raihan-akib-739729117/)
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+ - Affiliation: [**Computational Intelligence and Operations Lab - CIOL**](https://ciol-sust.github.io/), SUST
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+
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  ---
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+
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+ <div align=center>
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+
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+ [![website](https://img.shields.io/badge/-Website-blue?style=flat-square&logo=rss&color=1f1f15)](https://CIOL-SUST.github.io/works/SupplyGraph/)
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+ [![arxiv](https://img.shields.io/badge/-arXiv-blue?style=flat-square&logo=arxiv&color=1f1f15)](https://arxiv.org/abs/2401.15299)
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+ [![arxiv](https://img.shields.io/badge/-PDF-blue?style=flat-square&logo=arxiv&color=1f1f15)](https://arxiv.org/pdf/2401.15299.pdf)
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+ [![Kaggle](https://img.shields.io/badge/Kaggle-%320beff?style=flat-square&logo=kaggle&color=1f1f18)](https://www.kaggle.com/datasets/azminetoushikwasi/supplygraph-supply-chain-planning-using-gnns/data)
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+ [![linkedin](https://img.shields.io/badge/LinkedIn-%320beff?style=flat-square&logo=linkedin&color=1f1f18)](https://www.linkedin.com/posts/ciol-ipe-sust_aaai2024-aaai-machinelearning-activity-7140232506779365376-8Tg6)
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+
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+ </div>
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+
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  ---
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+
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+ 📌 TL;DR: *This paper introduces a real-world graph dataset empowering researchers to leverage GNNs for supply chain problem-solving, enhancing production planning capabilities, with benchmark scores on six homogeneous graph tasks.*
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+
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+ ---
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+
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+ **Abstract:** Graph Neural Networks (GNNs) have gained traction across different domains such as transportation, bio-informatics, language processing, and computer vision. However, there is a noticeable absence of research on applying GNNs to supply chain networks. Supply chain networks are inherently graph-like in structure, making them prime candidates for applying GNN methodologies. This opens up a world of possibilities for optimizing, predicting, and solving even the most complex supply chain problems. A major setback in this approach lies in the absence of real-world benchmark datasets to facilitate the research and resolution of supply chain problems using GNNs. To address the issue, we present a real-world benchmark dataset for temporal tasks, obtained from one of the leading FMCG companies in Bangladesh, focusing on supply chain planning for production purposes. The dataset includes temporal data as node features to enable sales predictions, production planning, and the identification of factory issues. By utilizing this dataset, researchers can employ GNNs to address numerous supply chain problems, thereby advancing the field of supply chain analytics and planning.
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+
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+ ---
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+
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+ ### Accepted in [4th workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR Workshop)](https://sites.google.com/view/gclr2024/), [AAAI'24 (38th Annual AAAI Conference on Artificial Intelligence)](https://aaai.org/aaai-conference/).
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+
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+ ---
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+
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+ ![](./fig/1-formulation.png)
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+
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+ ---
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+
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+
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+ ## Citation:
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+ ```
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+ @inproceedings{supplymap2023wasi,
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+ title={SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks},
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+ author={Azmine Toushik Wasi and MD Shafikul Islam and Adipto Raihan Akib},
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+ year={2023},
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+ booktitle={4th workshop on Graphs and more Complex structures for Learning and Reasoning, 38th Annual AAAI Conference on Artificial Intelligence},
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+ url={https://github.com/CIOL-SUST/SupplyGraph/},
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+ doi={10.48550/arXiv.2401.15299}
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+ }
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+
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+ or,
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+ @misc{wasi2024supplygraph,
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+ title={SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks},
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+ author={Azmine Toushik Wasi and MD Shafikul Islam and Adipto Raihan Akib},
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+ year={2024},
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+ eprint={2401.15299},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.LG}
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+ }
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+ ```
Raw Dataset/Homogenoeus/Edges/Edges (Plant).csv ADDED
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Raw Dataset/Homogenoeus/Edges/Edges (Product Group).csv ADDED
@@ -0,0 +1,189 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ node1,node2,GroupCode
2
+ SOS008L02P,SOS005L04P,S
3
+ SOS008L02P,SOS003L04P,S
4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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1778
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1790
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1791
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1792
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1793
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1794
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1795
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1796
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1797
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1798
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1799
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1800
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1801
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1802
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1804
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1805
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1806
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1807
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1808
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1809
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1810
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1811
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1812
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1813
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1814
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1815
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1816
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1817
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1818
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1819
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1820
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1821
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1822
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1823
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1824
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1825
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1826
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1827
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1828
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1829
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1830
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1831
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1832
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1833
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1834
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1835
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1836
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1837
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1838
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1839
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1840
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1841
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1842
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1843
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1844
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1845
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1846
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1847
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1848
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1849
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1850
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1851
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1852
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1853
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1854
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1855
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1856
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1857
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1858
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1859
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1860
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1861
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1862
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1863
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1864
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1865
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1866
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1867
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1868
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1869
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1870
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1871
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1872
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1873
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1874
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1875
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1876
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1877
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1878
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1879
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1880
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1881
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1882
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1883
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1884
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1885
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1886
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1887
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1888
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1889
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1890
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1891
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1892
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1893
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1894
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1895
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1896
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1897
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1898
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1899
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1900
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1901
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1902
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1903
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1904
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1905
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1906
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1907
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1908
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1909
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1910
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1911
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1912
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1913
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1914
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1915
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1916
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1917
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1918
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1919
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1920
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1921
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1922
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1923
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1924
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1925
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1926
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1927
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1928
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1929
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1930
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1931
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1932
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1933
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1934
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1935
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1936
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1937
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1938
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1939
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1940
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1941
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1942
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1943
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1944
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1945
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1946
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1947
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1948
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1949
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1950
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1951
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1952
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1953
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1954
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1955
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1956
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1957
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1958
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1959
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1960
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1961
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1962
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1963
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1964
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1965
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1966
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1967
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1968
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1969
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1970
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1971
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1972
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1973
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1974
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1975
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1976
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1977
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1978
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1979
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1980
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1981
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1982
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1983
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1984
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1985
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1986
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1987
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1988
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1989
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1990
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1991
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1992
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1993
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1994
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1995
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1996
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1997
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1998
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1999
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2000
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2001
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2002
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2003
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2004
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2005
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2006
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2007
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2008
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2009
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2010
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2011
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2012
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2013
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2014
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2015
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2016
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2017
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2018
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2019
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2020
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2021
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2022
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2023
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2024
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2025
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2026
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2027
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2028
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2029
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2030
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2031
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2032
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2033
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2034
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2035
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2036
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2037
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2038
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2039
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2040
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2041
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2042
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2043
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2044
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2045
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2046
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2047
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2048
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2049
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2050
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2051
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2052
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2053
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2054
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2055
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2056
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2057
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2058
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2059
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2060
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2061
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2062
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1920
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1929
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1930
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1935
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1936
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1938
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1939
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1940
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1941
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1942
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1943
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1944
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1945
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1946
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1947
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1948
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1949
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1950
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1951
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1952
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1953
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1954
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1955
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1957
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1958
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1959
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1988
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1989
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1991
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1992
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1993
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1994
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1995
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1996
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1998
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1999
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2000
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2001
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2002
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2003
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2004
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2005
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2006
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2007
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2008
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2009
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2010
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2011
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2012
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2013
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2014
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2015
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2016
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Raw Dataset/Homogenoeus/Nodes/README.md ADDED
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1
+ In Node Types (Plant and Storage)
2
+ one node can have multiple node types.
Raw Dataset/Homogenoeus/Temporal Data/Unit/Delivery To distributor.csv ADDED
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34
+ 2023-02-02 00:00:00,1219,11439,0,2597,11063,4046,0,0,400,500,3505,2401,3134,0,0,0,0,0,0,100,702,510,505,2000,1500,6000,0,445,0,0,100,0,500,200,0,0,0,0,0,0,0
35
+ 2023-02-03 00:00:00,0,2317,0,1392,868,2057,0,0,602,1502,1501,1002,381,0,0,0,0,0,0,501,508,303,0,2000,1000,4500,10,1015,0,0,70,50,500,0,0,0,0,0,0,0,0
36
+ 2023-02-04 00:00:00,3000,8502,0,5197,9002,3423,0,0,0,0,0,500,1002,0,0,0,0,0,0,0,0,0,400,500,500,500,0,1215,0,0,100,0,1000,199,0,0,0,0,43,0,0
37
+ 2023-02-05 00:00:00,2067,10500,2000,3100,6371,4500,31,130,42,703,2501,2019,1000,0,0,0,0,0,506,409,1001,1020,524,500,500,500,400,500,0,0,100,0,500,0,0,0,0,0,0,0,0
38
+ 2023-02-06 00:00:00,0,5924,2015,6944,6674,2538,0,0,0,403,2477,2537,1058,0,0,0,0,0,104,203,0,502,502,500,500,1000,300,500,0,0,141,2,0,0,0,0,0,0,0,0,0
39
+ 2023-02-07 00:00:00,0,13725,2001,15503,16457,5500,0,0,1200,1501,101,1416,88,0,0,0,0,0,100,304,922,0,1072,0,0,4000,0,380,0,0,201,100,800,200,0,0,0,0,0,0,0
40
+ 2023-02-08 00:00:00,0,12790,6000,6050,14004,4739,0,370,806,505,2500,625,0,0,0,0,0,0,402,304,1964,0,657,0,0,4000,300,600,0,0,500,0,812,3,0,0,0,0,0,0,0
41
+ 2023-02-09 00:00:00,0,10000,3156,6001,13001,6005,0,0,0,0,2486,1000,200,0,0,0,0,0,0,0,33,1002,0,0,500,3000,600,600,0,0,0,0,500,400,0,0,0,0,0,0,0
42
+ 2023-02-10 00:00:00,0,12445,0,3500,6021,4005,0,0,0,604,2063,1008,400,0,0,0,0,0,0,206,287,379,0,1000,1000,2000,0,945,0,0,81,0,700,0,0,0,0,0,0,0,0
43
+ 2023-02-11 00:00:00,0,5000,0,3010,6768,5620,0,0,0,1521,2000,500,900,0,0,0,0,0,0,502,730,300,0,1000,200,1000,0,450,795,2450,0,120,300,100,0,0,0,0,0,0,0
44
+ 2023-02-12 00:00:00,0,10009,3021,6500,13000,5381,0,0,500,0,3952,1507,1780,0,0,0,0,0,0,0,0,501,300,1000,100,500,0,0,0,0,0,0,500,100,0,0,0,0,0,0,0
45
+ 2023-02-13 00:00:00,2000,10022,0,7000,14000,7000,0,329,302,309,2952,500,60,0,0,0,0,0,0,0,7,0,518,2000,1500,1000,0,0,0,0,0,0,800,1,0,0,0,0,0,0,0
46
+ 2023-02-14 00:00:00,881,10039,0,4847,8542,0,1969,0,900,1013,3000,3001,640,0,0,0,0,0,0,100,0,606,1000,1500,1000,5000,0,1000,0,0,0,0,1000,0,0,0,0,0,0,0,0
47
+ 2023-02-15 00:00:00,786,10331,0,6633,11513,0,4329,873,1000,1000,3000,0,760,0,0,0,0,0,802,805,200,0,0,1500,500,5000,15,1200,0,0,0,0,1000,0,0,0,0,0,80,0,0
48
+ 2023-02-16 00:00:00,2122,11474,0,4384,10338,5190,907,0,702,503,3000,1039,2000,0,0,0,0,0,0,0,1007,503,200,2500,0,6000,0,2500,0,0,0,0,1200,600,0,0,0,0,0,0,0
49
+ 2023-02-17 00:00:00,768,10256,691,7229,12034,5003,0,0,0,0,3,967,592,0,0,0,0,0,0,0,869,500,66,2500,1000,6000,100,2000,0,0,300,50,1000,0,0,0,0,0,0,0,0
50
+ 2023-02-18 00:00:00,1517,11007,476,8227,9788,4508,0,330,0,1532,2000,1009,671,0,0,0,0,0,0,502,1000,0,0,1000,1000,3000,0,0,0,0,196,0,2000,0,0,0,0,0,0,0,0
51
+ 2023-02-19 00:00:00,0,12000,2311,12598,10000,5004,0,385,0,0,2476,2001,157,0,0,0,0,0,0,0,1090,614,0,1000,1000,3000,505,887,0,0,0,13,1200,200,0,0,0,0,0,0,0
52
+ 2023-02-20 00:00:00,0,12000,2547,12000,11000,7369,0,376,0,0,4764,1015,0,0,0,0,0,0,0,0,0,301,0,1000,1500,3000,500,0,0,0,200,100,2000,0,0,0,0,0,0,0,0
53
+ 2023-02-21 00:00:00,0,10075,0,12685,12664,8855,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2668,0,0,0,0,0,0,0,0
54
+ 2023-02-22 00:00:00,0,11207,2468,10000,9678,4001,0,0,300,807,2003,2016,0,0,0,0,0,0,0,203,0,0,1462,1000,500,6000,0,1500,0,0,200,50,2500,402,0,0,0,0,0,0,0
55
+ 2023-02-23 00:00:00,0,10898,4388,4346,10429,5541,0,0,0,0,1500,0,1500,0,0,0,0,0,0,0,0,0,0,1000,500,5000,0,1000,0,0,110,48,2000,0,0,0,0,0,0,0,0
56
+ 2023-02-24 00:00:00,0,11758,0,5633,9529,4144,0,0,0,0,0,0,520,0,0,0,0,0,0,0,2004,0,0,1500,500,5000,0,488,0,0,0,0,3000,250,0,0,0,0,0,0,0
57
+ 2023-02-25 00:00:00,0,10000,0,10000,10000,3239,0,415,701,1510,1001,0,718,0,0,0,0,0,0,302,2016,0,300,1000,500,3000,200,700,0,0,200,0,2000,0,0,0,0,0,0,0,0
58
+ 2023-02-26 00:00:00,0,12672,1153,4385,15492,3002,0,0,0,0,2000,2309,1500,0,0,0,0,0,0,0,1006,701,500,1000,645,4000,200,500,0,0,284,0,2500,0,0,0,0,0,0,0,0
59
+ 2023-02-27 00:00:00,0,18000,2007,8024,16000,3513,0,0,0,0,1028,1552,1541,0,0,0,0,0,0,0,506,0,519,500,800,3000,200,500,0,0,200,0,2000,700,0,0,0,0,0,0,0
60
+ 2023-02-28 00:00:00,0,8614,2247,4007,7541,3000,0,0,0,403,1610,0,1536,0,0,0,0,0,0,202,0,480,0,0,900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
61
+ 2023-03-01 00:00:00,0,10000,3266,4000,10000,3197,3,415,800,500,1500,805,1207,0,0,0,0,0,200,200,200,204,304,0,0,2000,0,215,0,0,0,0,2500,300,0,0,0,0,0,0,0
62
+ 2023-03-02 00:00:00,3000,18859,0,3000,16000,4040,0,57,300,503,1602,1000,1569,0,0,0,0,0,200,203,415,203,320,0,0,2000,0,1285,31,0,0,0,590,0,0,0,0,0,0,0,0
63
+ 2023-03-03 00:00:00,18,10091,0,4321,9388,3542,0,0,512,1371,1801,1578,896,0,0,0,0,0,0,201,502,502,94,0,500,5000,6,600,0,0,200,50,55,0,0,0,0,0,0,0,0
64
+ 2023-03-04 00:00:00,1000,6002,0,3000,9003,2601,0,0,340,0,2007,1000,400,0,0,0,0,0,200,0,1003,504,660,0,373,1759,0,751,0,0,15,0,11,0,0,0,0,0,0,0,0
65
+ 2023-03-05 00:00:00,1760,6004,0,4190,11571,3000,0,0,0,0,2000,1510,823,0,0,0,0,0,100,0,1003,1001,471,0,0,0,0,0,0,0,0,15,1100,1,0,0,0,0,0,0,0
66
+ 2023-03-06 00:00:00,1000,13085,0,3016,9737,6341,0,0,0,701,1007,0,0,0,0,0,0,0,0,301,0,0,0,0,0,0,0,500,0,0,286,0,1000,300,0,0,0,0,10,0,0
67
+ 2023-03-07 00:00:00,1068,12753,0,3234,13994,5001,0,0,1005,705,1000,1710,0,0,0,0,0,0,105,224,1000,500,0,400,500,2500,500,2500,0,0,0,0,1000,100,0,0,0,0,0,0,0
68
+ 2023-03-08 00:00:00,0,11446,0,5507,9240,1508,0,336,0,713,1004,1210,0,0,0,0,0,0,0,0,1008,308,0,0,0,0,0,0,0,0,181,0,0,0,0,0,0,0,0,0,0
69
+ 2023-03-09 00:00:00,2062,10280,0,5046,10563,3571,0,306,1600,0,685,1000,1323,0,0,0,0,0,401,2,470,731,0,725,500,3000,406,1200,0,0,0,200,500,2,0,0,0,0,25,0,0
70
+ 2023-03-10 00:00:00,0,11007,0,8481,10799,2603,0,0,0,1103,1736,0,657,0,0,0,0,0,0,0,0,0,0,500,505,2500,0,500,0,0,0,0,300,0,0,0,0,0,0,0,0
71
+ 2023-03-11 00:00:00,0,11652,3000,6456,8746,3420,0,0,0,0,2001,0,1500,0,0,0,0,0,0,0,501,0,0,0,502,1000,0,800,0,0,113,0,500,0,0,0,0,0,0,0,0
72
+ 2023-03-12 00:00:00,0,15000,2000,3500,16262,4538,0,300,1200,1008,2000,1234,1463,0,0,0,0,0,300,509,1001,501,352,500,205,1000,0,565,0,0,0,0,520,0,0,0,0,0,0,0,0
73
+ 2023-03-13 00:00:00,0,18000,3027,2001,10740,2007,0,300,0,1503,2838,1100,0,0,0,0,0,0,0,502,2851,500,834,0,312,1060,302,0,0,0,0,0,0,300,0,0,0,0,0,0,0
74
+ 2023-03-14 00:00:00,0,11613,3009,2012,16872,2509,0,637,1500,1936,4281,3000,1153,0,0,0,0,0,300,505,0,501,0,0,500,2000,200,500,0,0,0,0,32,0,0,0,0,0,0,0,0
75
+ 2023-03-15 00:00:00,0,14797,3272,10474,10320,3856,0,339,941,480,5631,3137,303,0,0,0,0,0,201,304,0,0,1014,500,300,2100,0,1300,0,0,100,0,1200,0,0,0,0,0,0,0,0
76
+ 2023-03-16 00:00:00,0,16000,6410,17541,13000,4658,0,0,1000,0,2052,852,871,0,0,0,0,0,205,0,1036,0,138,500,600,2000,199,1090,0,0,0,500,700,0,0,0,0,0,0,0,0
77
+ 2023-03-17 00:00:00,0,12618,3435,6780,11625,6000,0,0,0,0,2786,1508,691,0,0,0,0,0,0,0,0,501,0,300,400,2500,200,500,0,0,0,200,700,0,0,0,0,0,0,0,0
78
+ 2023-03-18 00:00:00,0,10501,4028,9234,8504,3008,0,0,800,1502,2507,1966,1580,0,0,0,0,0,0,408,506,0,0,0,57,0,0,36,0,0,0,79,0,300,0,0,0,0,0,0,0
79
+ 2023-03-19 00:00:00,0,15046,2035,14408,13655,4007,0,0,0,0,3000,2001,2060,0,0,0,0,0,0,0,1000,504,602,0,3,0,143,1500,0,0,2,127,200,0,0,0,0,0,0,0,0
80
+ 2023-03-20 00:00:00,2026,10189,0,13232,10182,2010,1174,0,700,0,5504,2000,2000,0,0,0,0,0,300,0,510,1003,403,0,435,0,100,925,0,0,100,0,500,200,0,0,0,0,0,0,0
81
+ 2023-03-21 00:00:00,5000,11008,0,10510,14503,0,5000,0,700,3501,3369,0,2036,0,0,0,0,0,300,505,1203,0,300,0,500,1025,200,0,0,0,70,0,200,0,0,0,0,0,0,0,0
82
+ 2023-03-22 00:00:00,2014,12609,1252,10737,12014,4369,2788,211,200,951,3933,0,2802,0,0,0,0,0,500,505,1000,0,328,0,500,1500,206,1117,0,0,100,0,780,0,0,0,0,0,0,0,0
83
+ 2023-03-23 00:00:00,0,16551,2572,12797,12386,8204,0,233,1300,1500,3377,3004,3297,0,0,0,0,0,220,500,1001,1000,627,0,500,2000,12,1010,0,0,0,40,500,0,0,0,0,0,70,0,0
84
+ 2023-03-24 00:00:00,0,12150,2344,1571,10422,5220,0,0,2000,2998,1165,2310,1340,0,0,0,0,0,0,508,1011,982,0,700,500,2500,0,400,0,0,0,0,500,0,0,0,0,0,0,0,0
85
+ 2023-03-25 00:00:00,0,10000,3086,3344,9592,4584,0,500,0,704,0,2500,1526,0,0,0,0,0,0,0,0,0,500,500,0,2500,0,400,0,0,100,220,0,200,0,0,0,15,0,0,0
86
+ 2023-03-26 00:00:00,0,4603,0,5052,10619,6506,0,0,0,0,2506,1376,1471,0,0,0,0,0,0,0,504,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
87
+ 2023-03-27 00:00:00,0,9000,0,4220,6649,3000,0,0,0,0,791,700,3000,0,0,0,0,0,0,0,501,305,0,0,0,502,0,464,0,0,0,0,220,50,0,0,0,0,0,0,0
88
+ 2023-03-28 00:00:00,0,13084,2500,7055,12793,9500,0,0,3000,0,4001,1000,4019,0,0,0,0,0,500,0,1008,504,0,0,0,0,0,1500,0,0,3,20,500,400,0,0,0,0,0,0,0
89
+ 2023-03-29 00:00:00,0,10246,2500,4655,15080,8653,0,0,1000,2635,2554,1509,4000,0,0,0,0,0,306,0,502,0,0,0,0,1000,0,1005,0,0,0,5,130,4,0,0,0,0,0,0,0
90
+ 2023-03-30 00:00:00,0,16352,2554,7113,16034,7169,0,0,0,1213,2001,2007,4008,0,0,0,0,0,0,1010,503,1001,0,0,0,1500,0,1200,0,0,0,12,750,0,0,0,0,0,0,0,0
91
+ 2023-03-31 00:00:00,0,11300,0,3010,6674,3008,0,0,503,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1500,0,775,0,0,0,0,1037,0,0,0,0,0,0,0,0
92
+ 2023-04-01 00:00:00,0,8003,0,2505,4009,4007,0,0,0,1514,7001,503,1769,0,0,0,0,0,0,306,1000,501,1000,0,0,1000,150,615,0,0,100,0,546,0,0,0,0,0,0,0,0
93
+ 2023-04-02 00:00:00,0,9004,2001,0,12000,6098,0,10,0,0,2000,703,3007,0,0,0,0,0,0,0,530,301,514,0,7,1000,200,0,0,0,0,0,500,0,0,0,0,0,0,0,0
94
+ 2023-04-03 00:00:00,0,8004,2500,0,13004,6370,0,0,1110,0,2003,2000,3004,0,0,0,0,0,300,0,1000,0,0,0,0,1000,0,614,0,0,63,0,500,150,0,0,0,0,0,0,0
95
+ 2023-04-04 00:00:00,0,7694,3016,4001,8973,2824,0,0,1201,0,1970,2014,2869,0,0,0,0,0,301,1,2040,704,0,1200,0,2500,0,1110,0,0,160,0,1000,0,0,0,0,0,0,0,0
96
+ 2023-04-05 00:00:00,0,8507,2500,4088,13633,5048,0,0,528,0,3500,1500,1010,0,0,0,0,0,0,1004,1502,700,1102,1000,300,1000,200,500,0,0,101,0,500,0,0,0,0,0,0,0,0
97
+ 2023-04-06 00:00:00,0,11312,1295,0,11287,5503,0,1537,801,5013,3884,506,1065,0,0,0,0,0,201,0,1012,704,872,2000,1000,3200,210,1200,0,0,150,150,1500,0,0,0,0,0,0,0,0
98
+ 2023-04-07 00:00:00,0,7426,0,4211,13640,3274,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1000,300,2000,0,1210,0,0,0,29,510,177,0,0,0,0,0,0,0
99
+ 2023-04-08 00:00:00,3,7000,678,3000,9006,2040,0,0,1200,4,0,2501,383,0,0,0,0,0,302,1,0,506,0,500,0,2000,0,630,0,0,150,160,1000,200,0,0,0,0,0,0,0
100
+ 2023-04-09 00:00:00,1500,13000,2306,4216,8000,3323,0,0,0,0,3117,0,0,0,0,0,0,0,0,0,751,0,0,500,0,1000,0,701,0,0,0,0,500,0,0,0,0,0,0,0,0
101
+ 2023-04-10 00:00:00,2178,7719,0,2964,10000,0,0,0,0,2706,2502,800,0,0,0,0,0,0,0,1111,503,306,0,1000,1000,3000,200,1000,0,0,0,0,1500,0,0,0,0,0,0,0,0
102
+ 2023-04-11 00:00:00,1518,7012,0,3050,6199,0,2000,0,1200,0,5005,1901,0,0,0,0,0,0,300,0,1007,1211,0,500,0,2500,0,1000,0,0,0,0,1385,0,0,0,0,0,0,0,0
103
+ 2023-04-12 00:00:00,1211,4059,0,1506,8168,0,1991,0,601,1001,3000,0,0,0,0,0,0,0,200,505,0,0,0,2000,300,4000,0,1500,0,0,200,0,600,0,0,0,0,0,0,0,0
104
+ 2023-04-13 00:00:00,1507,4065,0,3050,11061,1500,0,0,0,0,1000,2000,0,0,0,0,0,0,0,0,0,1008,0,1000,700,4000,300,1000,0,0,400,0,500,0,0,0,0,0,0,0,0
105
+ 2023-04-14 00:00:00,0,5018,1518,4064,8619,1001,0,0,0,1007,0,1508,0,0,0,0,0,0,0,0,0,505,0,1000,300,5000,0,1000,0,0,0,0,1000,300,0,0,0,0,0,0,0
106
+ 2023-04-15 00:00:00,0,4018,2000,3033,5006,2002,0,0,1301,0,1244,1606,0,0,0,0,0,0,200,0,1000,409,0,500,1000,2000,300,1000,0,0,390,10,1200,0,0,0,0,0,0,0,0
107
+ 2023-04-16 00:00:00,0,7021,2503,2686,5000,2502,0,0,0,1319,3592,0,0,0,0,0,0,0,0,203,2003,0,0,500,0,2000,5,620,0,0,12,0,500,200,0,0,0,0,0,0,0
108
+ 2023-04-17 00:00:00,0,4046,2010,4525,8502,1053,0,0,0,0,1503,702,0,0,0,0,0,0,0,3,1500,506,0,2000,500,5000,0,1000,0,0,0,0,700,0,0,0,0,0,0,0,0
109
+ 2023-04-18 00:00:00,0,6006,2006,7660,10004,1051,0,0,943,2011,1459,1008,0,0,0,0,0,0,206,0,500,502,0,2500,300,5000,0,1500,0,0,300,0,1500,0,0,0,0,0,0,0,0
110
+ 2023-04-19 00:00:00,0,7003,1800,15055,11502,2517,0,506,1006,2379,2438,1200,0,0,0,0,0,0,0,0,1500,305,448,3000,1000,5000,103,1500,0,0,0,0,1000,0,0,0,0,0,0,0,0
111
+ 2023-04-20 00:00:00,0,4388,0,11688,6944,1511,0,0,500,362,2951,1565,0,0,0,0,0,0,0,703,738,204,0,2500,800,4000,0,1150,0,0,0,0,1000,2,0,0,0,0,0,0,0
112
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113
+ 2023-04-22 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
114
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115
+ 2023-04-24 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
116
+ 2023-04-25 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
117
+ 2023-04-26 00:00:00,0,2108,0,4092,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,800,500,3000,0,500,0,0,600,0,500,0,0,0,0,0,0,0,0
118
+ 2023-04-27 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2000,1000,5000,0,1500,0,0,300,0,1000,1,0,0,0,0,0,0,0
119
+ 2023-04-28 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1500,1500,4000,300,1000,0,0,153,0,0,200,0,0,0,0,0,0,0
120
+ 2023-04-29 00:00:00,0,0,0,6000,0,0,0,0,0,1994,0,0,0,0,0,0,0,0,0,1492,0,0,0,500,500,2500,100,500,0,0,0,200,500,0,0,0,0,0,0,0,0
121
+ 2023-04-30 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1000,1200,2000,300,500,0,0,200,0,800,0,0,0,0,0,0,0,0
122
+ 2023-05-01 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
123
+ 2023-05-02 00:00:00,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1000,1000,2500,300,500,0,0,0,0,0,200,0,0,0,0,0,0,0
124
+ 2023-05-03 00:00:00,0,0,0,3,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,2500,2500,6000,304,1000,0,0,192,50,1000,200,0,0,0,0,30,0,0
125
+ 2023-05-04 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3000,2000,6000,0,1000,0,0,100,0,2000,294,0,0,0,0,0,0,0
126
+ 2023-05-05 00:00:00,0,7354,0,5426,7882,2189,0,0,0,0,4008,1003,0,0,0,0,0,0,0,0,994,519,0,1000,0,4000,0,0,421,750,0,0,1000,0,0,0,0,0,0,0,0
127
+ 2023-05-06 00:00:00,0,9162,1087,2200,7602,3507,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,553,2000,1000,4000,0,1000,0,639,0,0,1000,0,0,0,0,0,0,0,0
128
+ 2023-05-07 00:00:00,0,12058,3000,13826,12464,3017,0,0,1000,2526,4033,2522,0,0,0,0,0,0,502,1008,1009,1002,0,1600,1200,4000,0,1000,0,0,0,0,1000,0,0,0,0,0,0,0,0
129
+ 2023-05-08 00:00:00,0,9067,3000,10876,10731,3010,0,0,1900,2500,3794,2177,0,0,0,0,0,0,300,895,0,0,0,2500,1000,6000,200,1000,0,0,303,0,2000,0,0,0,0,0,0,0,0
130
+ 2023-05-09 00:00:00,0,8163,1515,9354,9402,5001,0,0,1500,2000,1000,71,0,0,0,0,0,0,200,13,0,0,0,2000,1500,7000,100,1500,0,0,100,65,1000,0,0,0,0,0,0,0,0
131
+ 2023-05-10 00:00:00,0,14261,0,14990,13000,5008,0,0,294,0,400,0,673,0,0,0,0,0,101,0,1001,0,450,3500,2200,8000,200,1200,0,0,0,85,1000,0,0,0,0,0,0,0,0
132
+ 2023-05-11 00:00:00,2641,13087,0,13264,12000,2005,0,410,0,1501,4002,2002,2000,0,0,0,0,0,0,509,1009,1502,0,2000,1000,7000,304,700,0,0,0,0,600,8,0,0,0,0,0,0,0
133
+ 2023-05-12 00:00:00,0,4448,0,2113,9298,2006,0,0,698,830,2510,1562,535,0,0,0,0,0,0,0,501,501,0,1500,1200,7000,300,500,0,0,0,0,0,0,0,0,0,0,0,0,0
134
+ 2023-05-13 00:00:00,2500,4742,0,13002,10004,2004,0,0,0,0,1001,1500,1200,0,0,0,0,0,0,0,1004,504,0,1200,500,2500,0,0,0,0,0,100,500,0,0,0,0,0,48,0,0
135
+ 2023-05-14 00:00:00,3360,5001,1201,21,10006,4000,0,400,0,0,6001,1000,1312,0,0,0,0,0,0,0,1000,500,0,1000,500,4500,200,800,0,0,200,0,500,0,0,0,0,0,0,0,0
136
+ 2023-05-15 00:00:00,0,6000,4011,13012,10008,1000,0,0,705,1500,2140,3000,1700,0,0,0,0,0,200,800,2007,1010,0,1000,1000,4000,397,1516,0,0,200,0,1245,0,0,0,0,0,0,0,0
137
+ 2023-05-16 00:00:00,0,5006,2000,9568,10665,5006,0,0,1004,1431,1000,26,700,0,0,0,0,0,200,314,0,0,1091,1000,500,5000,0,500,0,0,16,0,500,150,0,0,0,0,0,0,0
138
+ 2023-05-17 00:00:00,0,6003,2500,9535,9024,2510,0,0,0,1300,2000,1003,1000,0,0,0,0,0,0,701,1000,593,83,500,1000,3000,0,300,0,0,100,0,0,0,0,0,0,0,0,0,0
139
+ 2023-05-18 00:00:00,0,6002,2521,9264,9003,1520,0,0,0,718,2002,1506,602,0,0,0,0,0,0,301,1005,306,412,500,1000,3000,213,800,0,0,13,17,0,10,0,0,0,0,0,0,0
140
+ 2023-05-19 00:00:00,0,2870,0,2200,1766,2110,0,0,0,467,1030,1000,405,0,0,0,0,0,0,0,0,809,0,500,500,4000,0,500,0,0,100,0,1000,51,0,0,0,0,0,0,0
141
+ 2023-05-20 00:00:00,0,2509,1513,6013,3010,0,1200,252,512,1000,2500,0,319,0,0,0,0,0,210,305,1010,0,338,300,200,1000,0,500,0,0,100,0,500,100,0,0,0,0,0,0,0
142
+ 2023-05-21 00:00:00,0,0,0,0,0,0,3206,0,0,0,1514,0,0,0,0,0,0,0,0,0,1063,0,0,300,200,2500,0,500,0,0,0,0,500,0,0,0,0,0,0,0,0
143
+ 2023-05-22 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,100,2000,0,200,0,0,0,0,200,0,0,0,0,0,0,0,0
144
+ 2023-05-23 00:00:00,0,4009,0,0,6016,1505,0,500,0,0,0,1005,0,0,0,0,0,0,0,0,0,305,0,500,500,3000,800,300,0,0,0,614,300,190,0,0,0,0,0,0,0
145
+ 2023-05-24 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
146
+ 2023-05-25 00:00:00,0,0,0,4000,4000,2500,0,0,0,0,1499,1802,0,0,0,0,0,0,0,12,1205,701,0,300,1500,1000,0,500,0,0,100,0,883,0,0,0,0,0,0,0,0
147
+ 2023-05-26 00:00:00,0,3513,0,3006,3003,1028,0,0,400,0,0,0,0,0,0,0,0,0,100,0,0,0,0,500,1000,2500,0,300,0,0,100,0,600,0,0,0,0,0,0,0,0
148
+ 2023-05-27 00:00:00,0,0,0,0,2010,1007,0,105,0,400,1502,136,200,0,0,0,0,0,0,250,501,406,100,500,500,1000,0,200,0,0,0,0,0,0,0,0,0,0,0,0,0
149
+ 2023-05-28 00:00:00,0,3243,1001,1501,4000,2005,0,121,0,402,507,430,104,0,0,0,0,0,0,101,503,0,101,700,1000,2000,0,500,0,0,0,0,400,0,0,0,0,0,0,0,0
150
+ 2023-05-29 00:00:00,0,4012,1020,2016,5005,2011,0,0,505,503,501,710,300,0,0,0,0,0,100,201,303,305,302,800,1000,2500,0,300,0,0,0,0,300,0,0,0,0,0,200,0,0
151
+ 2023-05-30 00:00:00,0,3002,1021,1023,3007,1504,0,104,0,310,2008,830,0,0,0,0,0,0,0,101,504,205,0,800,500,2000,3,223,0,0,100,160,300,100,0,0,0,0,0,0,0
152
+ 2023-05-31 00:00:00,0,0,0,0,0,1005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,500,200,1000,300,400,0,0,0,0,800,100,0,0,0,0,0,0,0
153
+ 2023-06-01 00:00:00,0,3005,0,0,3000,2000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,306,0,0,58,92,533,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0
154
+ 2023-06-02 00:00:00,0,1008,0,0,2500,1004,0,0,0,0,697,697,0,0,0,0,0,0,0,0,205,304,0,500,500,1000,0,300,0,0,100,0,500,0,0,0,0,0,0,0,0
155
+ 2023-06-03 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,460,1729,0,1,0,0,0,0,0,0,0,0,0
156
+ 2023-06-04 00:00:00,0,1509,0,0,3007,1500,0,200,306,0,701,506,0,0,0,0,0,0,200,4,303,700,0,500,500,1000,200,505,0,0,100,0,305,0,0,0,0,0,0,0,0
157
+ 2023-06-05 00:00:00,0,2001,0,0,3000,1898,0,0,103,4,300,0,0,0,0,0,0,0,0,0,0,0,0,700,500,1500,100,505,0,0,200,0,400,0,0,0,0,0,0,0,0
158
+ 2023-06-06 00:00:00,0,5000,0,0,5504,1500,0,206,0,0,702,700,0,0,0,0,0,0,0,0,301,200,0,0,1000,1000,0,200,0,0,135,25,1100,0,0,0,0,0,0,0,0
159
+ 2023-06-07 00:00:00,0,3006,0,0,5004,1201,0,0,0,703,451,401,0,0,0,0,0,0,0,502,502,502,0,0,500,1000,200,1000,0,0,0,0,500,0,0,0,0,0,0,0,0
160
+ 2023-06-08 00:00:00,0,10500,0,0,7004,2001,0,0,0,502,1101,1802,0,0,0,0,0,0,0,403,802,301,0,0,800,1000,200,1000,0,0,100,85,700,0,0,0,0,0,0,0,0
161
+ 2023-06-09 00:00:00,0,3508,0,0,3006,1302,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,501,0,500,1000,3000,205,1000,0,0,0,0,700,215,0,0,0,0,0,0,0
162
+ 2023-06-10 00:00:00,508,3056,0,0,4006,2505,0,0,201,502,712,0,0,0,0,0,0,0,50,50,402,0,0,1000,500,2500,0,500,0,0,108,0,500,0,0,0,0,0,0,0,0
163
+ 2023-06-11 00:00:00,568,0,0,0,0,0,799,0,0,0,504,1450,0,0,0,0,0,0,0,0,0,103,0,700,300,2000,0,300,0,0,100,0,500,0,0,0,0,0,0,0,0
164
+ 2023-06-12 00:00:00,1500,12018,0,2007,15000,200,3504,403,1004,2503,1502,0,1000,0,0,0,0,0,525,504,502,0,600,500,500,3000,400,700,0,0,0,500,500,1,0,0,0,0,0,0,0
165
+ 2023-06-13 00:00:00,4054,11524,0,3501,15002,6805,0,400,0,0,1512,2013,1500,0,0,0,0,0,0,502,501,1002,100,0,300,1500,300,500,0,0,305,10,500,201,0,0,0,0,0,0,0
166
+ 2023-06-14 00:00:00,0,13004,1014,4099,9111,7006,0,0,0,0,1506,2003,1202,0,0,0,0,0,0,0,499,1000,0,0,1000,1500,208,570,0,0,6,0,700,0,0,0,0,0,0,0,0
167
+ 2023-06-15 00:00:00,0,15000,3015,4097,15000,8501,0,0,1200,0,1509,3009,506,0,0,0,0,0,200,0,503,501,0,0,1000,2000,200,700,0,0,0,38,700,0,0,0,0,0,0,0,0
168
+ 2023-06-16 00:00:00,0,4765,0,2367,1536,0,0,0,0,0,1500,2004,1005,0,0,0,0,0,0,0,503,216,0,2000,1500,4000,200,1500,0,0,150,100,800,0,0,0,0,0,0,0,0
169
+ 2023-06-17 00:00:00,0,6000,2000,1403,6000,5001,0,300,0,0,2003,0,0,0,0,0,0,0,500,0,1000,1000,840,200,500,1500,0,300,0,0,250,0,200,200,0,0,0,0,0,0,0
170
+ 2023-06-18 00:00:00,0,10009,4000,2074,11503,6500,0,110,0,1002,2507,1004,204,0,0,0,0,0,0,504,1501,1000,508,200,500,2000,0,300,0,0,100,0,200,0,0,0,0,0,0,0,0
171
+ 2023-06-19 00:00:00,0,7928,3516,2543,13059,7012,0,0,1000,511,2000,0,500,0,0,0,0,0,500,503,1000,0,0,480,1500,3500,300,1000,0,0,0,200,700,0,0,0,0,0,0,0,0
172
+ 2023-06-20 00:00:00,0,6439,2136,2447,4784,1700,0,0,1500,1501,4007,3124,2500,0,0,0,0,0,700,505,2005,1515,500,700,1200,3500,203,1200,0,0,150,0,1000,0,0,0,0,0,0,0,0
173
+ 2023-06-21 00:00:00,0,12000,3007,3000,9000,2378,0,300,0,0,4005,1500,1241,0,0,0,0,0,0,0,1232,501,0,700,1000,4500,200,2000,0,0,150,0,1500,1,0,0,0,0,0,0,0
174
+ 2023-06-22 00:00:00,0,15000,2979,3028,10000,2500,0,0,0,506,6000,2200,506,0,0,0,0,0,0,0,2001,301,0,500,500,4500,0,2000,0,0,250,50,800,200,0,0,0,0,0,0,0
175
+ 2023-06-23 00:00:00,0,6880,0,0,9607,5770,0,0,0,0,2037,1002,500,0,0,0,0,0,0,0,500,0,0,800,300,4500,0,2000,0,0,405,60,700,102,0,0,0,0,0,0,0
176
+ 2023-06-24 00:00:00,0,6003,0,0,8006,3003,0,0,1000,0,2172,2601,1000,0,0,0,0,0,0,0,702,704,0,500,0,3000,0,0,0,0,0,20,700,0,0,0,0,0,0,0,0
177
+ 2023-06-25 00:00:00,0,8503,4017,8000,16943,6504,0,0,0,1501,2501,2011,500,0,0,0,0,0,0,502,1006,800,0,700,0,3000,0,300,0,0,0,0,300,0,0,0,0,0,0,0,0
178
+ 2023-06-26 00:00:00,0,5524,1050,5748,9840,2682,0,0,0,2004,0,0,400,0,0,0,0,0,0,705,0,0,0,0,0,0,0,0,0,0,0,500,0,0,0,0,0,0,0,0,0
179
+ 2023-06-27 00:00:00,0,0,0,8669,0,0,0,0,0,522,0,0,0,0,0,0,0,0,0,0,0,0,0,0,530,1000,203,1351,0,0,0,55,1079,0,0,0,0,0,0,0,0
180
+ 2023-06-28 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
181
+ 2023-06-29 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
182
+ 2023-06-30 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
183
+ 2023-07-01 00:00:00,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
184
+ 2023-07-02 00:00:00,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
185
+ 2023-07-03 00:00:00,906,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,400,500,3000,300,1000,0,0,0,0,0,0,0,0,0,0,0,0,0
186
+ 2023-07-04 00:00:00,1009,0,0,0,0,0,0,0,401,1017,1200,400,0,0,0,0,0,0,0,252,500,300,200,800,600,3500,0,1500,0,0,29,0,500,0,0,0,0,0,0,0,0
187
+ 2023-07-05 00:00:00,0,2502,0,3000,0,0,0,220,150,500,1510,601,0,0,0,0,0,0,0,200,201,100,102,1500,0,4000,0,2000,0,0,100,0,1000,200,0,0,0,0,0,0,0
188
+ 2023-07-06 00:00:00,1216,6500,0,3000,4000,1200,0,154,200,801,1201,10,54,0,0,0,0,0,0,201,801,500,105,1500,0,4500,0,1500,0,0,0,0,1000,152,0,0,0,0,45,0,0
189
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+ 2023-01-26 00:00:00,9.03808,107.456,6.966239999999998,68.39279999999998,81.98304000000005,37.96656000000001,4.05168,0.4857599999999999,1.8928,3.81654,7.796880000000001,6.846840000000001,2.6208,0,0.0,0.0,0.0,0.0,3.094,2.76822,5.195189999999999,2.19492,5.8968,8.35,18.504,65.424,0.984,23.520024,0.144,1.872,0.0,0.5,2.046,0.1872,0,0,0,0.0,0.0,0,0.0
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+ 2023-01-27 00:00:00,0.92736,67.068,7.805280000000001,60.24527999999999,56.84496000000003,30.87888,1.932,0.9936,1.183,1.32678,10.93092,1.57248,0.546,0,0.0,0.0,0.0,0.0,0.0,0.22932,0.4286099999999999,1.092,5.48184,20.925,13.8,49.128,0.24,11.16,0.0,0.912,0.0,0.0,3.505002000000001,0.1536,0,0,0,0.0,0.0,0,0.0
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+ 2023-01-29 00:00:00,5.52,88.136,13.99872,55.597434,57.83856,18.10559999999999,0.91632,2.484,2.1476,1.8837,4.957680000000002,3.144960000000001,12.7218,0,0.0,0.0,0.0,0.0,0.5096,0.819,2.263170000000001,0.74256,2.55528,28.3,6.48,28.248,2.688,6.744,0.792,0.816,1.875,0.2,3.064998,0.048,0,0,0,0.0,0.0,0,0.0
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+ 2023-01-30 00:00:00,4.121599999999999,143.3176,10.8744,92.408476,95.13167999999996,45.70560000000001,2.208,0.6513600000000002,1.638,3.91482,8.99808,2.598959999999999,4.94676,0,0.0,0.0,0.0,0.0,0.3458,0.44226,3.15588,0.24024,7.8624,35.15,38.304,108.384,6.192,17.28,0.168,1.032,1.5,0.0,6.949002,0.0,0,0,0,0.0,0.0,0,0.0
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+ 2023-01-31 00:00:00,11.65824,219.0152000000001,17.38800000000001,138.962312,147.717033,54.41616000000003,4.592639999999999,7.142880000000001,9.919,13.104,27.60576,16.2162,16.55472,0,0.0,0.0,0.0,0.0,0.4004,1.52334,1.747189,0.26208,1.092,19.175,20.901984,126.634008,3.981984,27.378,0.35352,1.635288,2.25,0.375,4.866,0.2352,0,0,0,0.0,0.672,0,0.0
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+ 2023-02-02 00:00:00,5.68192,164.0728,11.13936,122.56056,115.76544,41.12400000000002,5.542069000000001,1.24752,3.7128,5.01228,7.392840000000001,6.552,3.6036,0,0.0,0.0,0.0,0.0,0.5277999999999999,1.90008,3.77832,1.8564,0.17472,4.925,3.648,59.208,1.368,19.656,0.0,1.416,3.2,0.0,1.956,0.6287999999999999,0,0,0,0.0,0.48,0,0.0
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+ 2023-02-21 00:00:00,6.520960000000001,149.9784,12.70704,106.1496,101.94336,43.22160000000004,3.27888,0.0552,1.547,4.914000000000001,22.4406,9.24924,13.49712,0,0.0,0.0,0.0,0.0,0.6006,1.01556,3.40704,0.4368,1.092,26.45,18.009488,149.071776,0.24,18.408,0.0,2.712,0.875,0.125,14.034,0.1536,0,0,0,0.0,0.0,0,0.0
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+ 2023-02-22 00:00:00,7.315840000000001,169.6618,14.97024,116.409447,96.90359999999995,44.57951999999999,3.941280000000001,0.1104,3.3124,4.94676,21.09744,11.5206,9.47856,0,0.0,0.0,0.0,0.0,0.91,0.7043400000000001,3.800160000000001,1.5834,0.0,22.3,18.456,88.14082400000001,3.888,19.656,0.12,1.896,5.0,3.0,10.752,0.0,0,0,0,0.0,0.24,0,0.0
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fig/1-formulation.png ADDED

Git LFS Details

  • SHA256: a9cd2e56f0e297dbc00b27001c3b44f50ee37e141fc51f3bfb89ddeffba1550d
  • Pointer size: 130 Bytes
  • Size of remote file: 49.6 kB