地球资源数据云——数据资源详情
食品价格通胀
该数据集《Food Price Inflation》主要用于多分类任务，数据形态以时序/信号为主，应用场景偏向金融风控。 题目说明：World Bank Food Price Inflation Dataset – Minimal, Clean and Analysis - Ready 任务类型：时序/信号多分类。 建议流程：先做去噪和窗口化，再比较树模型与 1D CNN/LSTM 等时序基线。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：food_price_inflation.csv。 This dataset contains monthly food price inflation data for 206 countries worldwide, covering the period from 2001 to 2025. The data is sourced from the World Bank Data360 (FAO Consumer Price Index, indicator FAO_CP_23014), making it real - world economic data ideal for analysis, visualization, and forecasting. The dataset was originally exported with extensive metadata from the World Bank, including multiple structural and classification columns. For ease of use and clarity, I cleaned and simplified the dataset, keeping only the essential columns: REF_AREA → Country code REF_AREA_LABEL → Country name TIME_PERIOD → Date of observation (monthly)
摘要概览
该数据集《Food Price Inflation》主要用于多分类任务，数据形态以时序/信号为主，应用场景偏向金融风控。 题目说明：World Bank Food Price Inflation Dataset – Minimal, Clean and Analysis - Ready
任务类型：时序/信号多分类。
建议流程：先做去噪和窗口化，再比较树模型与 1D CNN/LSTM 等时序基线。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：food_price_inflation.csv。
This dataset contains monthly food price inflation data for 206 countries worldwide, covering the period from 2001 to 2025. The data is sourced from the World Bank Data360 (FAO Consumer Price Index, indicator FAO_CP_23014), making it real - world economic data ideal for analysis, visualization, and forecasting.
The dataset was originally exported with extensive metadata from the World Bank, including multiple structural and classification columns. For ease of use and clarity, I cleaned and simplified the dataset, keeping only the essential columns:
REF_AREA → Country code
REF_AREA_LABEL → Country name
TIME_PERIOD → Date of observation (monthly)
常见问题
食品价格通胀是什么？
该数据集《Food Price Inflation》主要用于多分类任务，数据形态以时序/信号为主，应用场景偏向金融风控。
食品价格通胀是什么数据格式？坐标系是什么？
数据格式为 CSV。
食品价格通胀的时间范围是什么？
数据时间跨度为 2001–2025年。
食品价格通胀的时间频率是什么？
该数据集时间尺度包含月尺度。
食品价格通胀覆盖什么区域？
该数据集覆盖范围为全球。
食品价格通胀包含哪些字段或指标？
主要字段或指标包括REF_AREA → Country code REF_AREA_LABEL → Country name TIME_PERIOD → Date of observation (monthly)。
如何获取并引用食品价格通胀？
在本页登录后即可下载。建议引用格式：地球资源数据云. 食品价格通胀. https://www.gis5g.com/dataset/2032012056839229441