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"Commodities prices with yearly news (1960-2023) dataset"

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DataCite Commons2025-08-22 更新2026-05-03 收录
下载链接:
https://ieee-dataport.org/documents/commodities-prices-yearly-news-1960-2023-dataset
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资源简介:
"This dataset provides a comprehensive annual time series of global commodity prices from 1960 to 2023, covering 31 different commodities across major categories including energy (crude oil, natural gas), agricultural products (cocoa, coffee, tea, various oils, grains), food items (rice, wheat, fruits), livestock products (beef, chicken), industrial materials (cotton, rubber), fertilizers (phosphate rock, potassium chloride), and metals (aluminum, iron ore, copper, precious metals like gold, platinum, and silver). Each year's entry includes the average prices for these commodities along with a \"Commodity News Headline\" field containing relevant market developments and a list of the top most significant commodities news headlines for that year, alongside their corresponding embeddings conversion making this dataset valuable for analyzing long-term commodity price trends, market volatility, and the historical relationships between different sectors of the global commodity markets over more than six decades."

本数据集构建了1960年至2023年的全球大宗商品价格年度时间序列,覆盖能源、农产品、食品、畜产品、工业原料、化肥及金属等多个大类共计31种大宗商品。其中:能源类包含原油、天然气;农产品涵盖可可、咖啡、茶叶、各类油脂与谷物;食品类包含大米、小麦、水果;畜产品包含牛肉、鸡肉;工业原料包含棉花、橡胶;化肥类包含磷矿石、氯化钾;金属类则包含铝、铁矿石、铜以及黄金、铂金、白银等贵金属。每年度数据条目均包含对应大宗商品的平均价格,同时设有「大宗商品新闻标题("Commodity News Headline")」字段,收录当年相关市场动态、年度最具影响力的大宗商品新闻标题列表,以及各新闻对应的嵌入向量转换(embeddings conversion)结果。本数据集可用于分析六十余年来全球大宗商品市场的长期价格趋势、市场波动,以及不同板块间的历史关联关系,具备较高的学术研究与应用价值。
提供机构:
IEEE DataPort
创建时间:
2025-08-22
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