electricsheepafrica/africa-food-prices-madagascar

该数据集名为马达加斯加 - 实时价格，由世界银行集团发布，主要包含马达加斯加的实时价格数据。数据集包括三个子系列：实时食品价格（RTFP）、实时能源价格（RTEP）和实时汇率（RTFX）。数据来源于世界粮食计划署（WFP）、联合国粮农组织（FAO）等机构，通过直接价格测量和机器学习估计缺失价格数据的方式每周更新。数据集经过Electric Sheep Africa处理，转换为适合机器学习的Parquet格式，包含108,575行，45列，分为86,860行的训练集和21,715行的测试集。数据涵盖了2007年至2026年的时间范围，地理范围为马达加斯加（MDG）。数据集主要用于食品安全和营养领域的表格回归任务。The dataset is named Madagascar - Real Time Prices, published by the World Bank Group, and primarily contains real-time price data for Madagascar. The dataset includes three sub-series: Real Time Food Prices (RTFP), Real Time Energy Prices (RTEP), and Real Time Exchange Rates (RTFX). The data is sourced from organizations such as the World Food Program (WFP) and the UN Food and Agricultural Organization (FAO), and is updated weekly through a combination of direct price measurement and Machine Learning estimation of missing price data. The dataset has been processed by Electric Sheep Africa and converted into a machine-learning-ready Parquet format, containing 108,575 rows and 45 columns, split into a training set of 86,860 rows and a test set of 21,715 rows. The data covers the time range from 2007 to 2026 and the geographic scope of Madagascar (MDG). The dataset is primarily used for tabular regression tasks in the domain of food security and nutrition.