electricsheepafrica/africa-ports-morocco

该数据集记录了摩洛哥港口的日常活动数据和货物运输估计，包括港口呼叫次数、进出口货物量（以公吨计）的每日统计。数据以国家级别汇总，涵盖了多个港口（如Agadir、Casablanca、Jorf Lasfar等）的活动。数据集由PortWatch发布，来源于HDX，并由Electric Sheep Africa整理为适合机器学习的Parquet格式。数据集包含训练集和测试集，分别有23,443和5,860行数据。数据集的特征包括地理、时间、标识符/元数据和其他变量，涵盖了港口活动、进出口货物量等多个方面。

This dataset records daily port activity data and shipment estimates for ports in Morocco, including daily counts of port calls and estimates of incoming and outgoing shipment volumes (in metric tons). The data is aggregated at the country level and covers activities at multiple ports (e.g., Agadir, Casablanca, Jorf Lasfar). The dataset is published by PortWatch, sourced from HDX, and curated into ML-ready Parquet format by Electric Sheep Africa. The dataset includes train and test splits with 23,443 and 5,860 rows, respectively. Features include geographic, temporal, identifier/metadata, and other variables, covering various aspects of port activity and shipment volumes.