electricsheepafrica/africa-ports-nigeria

该数据集提供了尼日利亚港口的每日港口呼叫次数、进口货物量估计和出口货物量估计（以公吨为单位）。每行数据代表国家级聚合信息，涵盖2019年至2026年的时间范围。数据集包含76,850行和31列（其中24列为数值型，6列为分类型），分为61,480行的训练集和15,370行的测试集。数据来源于PortWatch，并通过Electric Sheep Africa进行清理和格式化，适用于机器学习和人道主义发展分析。变量包括地理、时间、标识符和其他类别，如港口ID、港口名称、年份、月份、日期以及不同类型的港口呼叫和货物进出口量。

Daily count of port calls, estimates of incoming shipment volumes and outgoing shipment volumes (in metric tons) for ports in Nigeria. Each row in this dataset represents country-level aggregates, covering the time range from 2019 to 2026. The dataset consists of 76,850 rows and 31 columns (24 numeric, 6 categorical), split into 61,480 training rows and 15,370 test rows. Data is sourced from PortWatch and curated by Electric Sheep Africa for machine learning readiness, with variables including geographic, temporal, identifier/metadata, and other categories such as port ID, port name, year, month, day, and various port call and shipment volume estimates.