electricsheepasia/asia-ports-malaysia-daily-port-activity-data-and-sh

马来西亚港口的每日港口呼叫次数、进口和出口货物量（以吨计）的估计数据。该数据集包含国家层面的聚合数据，每行代表国家层面的汇总。数据最后更新于2026年5月6日，地理范围为马来西亚（MYS）。数据集由Electric Sheep Africa整理为适合机器学习的Parquet格式，包含109,511行和31列（24个数值列，6个分类列，0个日期时间列），分为87,608行的训练集和21,902行的测试集。变量包括地理信息（如国家、ISO3代码、港口ID和名称）、时间信息（如日期、月份）以及其他指标（如各种货物类型的港口呼叫次数和进出口量）。数据来源于PortWatch，通过HDX获取，并经过清洗和标准化处理。Daily count of port calls, estimates of incoming shipment volumes and outgoing shipment volumes (in metric tons) for ports in Malaysia. Each row in this dataset represents country-level aggregates. Data was last updated on HDX on 2026-05-06. Geographic scope: MYS. Curated into ML-ready Parquet format by Electric Sheep Africa. The dataset contains 109,511 rows with 31 columns (24 numeric, 6 categorical, 0 datetime), split into 87,608 train rows and 21,902 test rows. Variables include geographic information (e.g., country, iso3, portid, portname), temporal information (e.g., date, month), and other metrics (e.g., port calls for various cargo types, import and export volumes). Data is sourced from PortWatch via HDX, cleaned and standardized for machine learning use.