electricsheepafrica/africa-country-yearly-summary-of-fire-incidences

该数据集名为国家年度火灾事件摘要，主要包含非洲多个国家的火灾事件时间序列观测数据。数据来源于NASA的MODIS（中等分辨率成像光谱仪）热异常/火灾位置收集6，由LANCE FIRMS（资源管理系统的火灾信息）系统处理。数据集包含288,322行观测数据，分为训练集（230,657行）和测试集（57,664行）。每行数据包含15个变量，其中9个为数值型，6个为类别型。数据集的地理范围覆盖非洲多个国家，最后更新日期为2022年2月4日。数据经过清洗和标准化处理，转换为Parquet格式，并按照80/20的比例分为训练和测试集。

The dataset is named Country Yearly Summary of Fire Incidences and primarily contains time-series observations of fire incidents in multiple African countries. The data originates from NASAs MODIS (Moderate Resolution Imaging Spectroradiometer) Thermal Anomalies/Fire locations - Collection 6, processed by the LANCE FIRMS (Fire Information for Resource Management System). The dataset comprises 288,322 rows of observations, split into a training set (230,657 rows) and a test set (57,664 rows). Each row contains 15 variables, with 9 being numeric and 6 categorical. The geographic scope covers multiple countries in Africa, and the data was last updated on OpenAfrica on 2022-02-04. The data has been cleaned and standardized, converted to Parquet format, and split into training and test sets in an 80/20 ratio.