electricsheepafrica/africa-infrastructure-liberia

该数据集名为利比里亚 - 基础设施，主要包含世界银行关于利比里亚基础设施指标的数据。数据集涵盖了水、卫生、能源、住房和交通等基础设施领域的信息，用于支持制造和农业活动的成功评估，以及改善生活和减少贫困的投资效果分析。数据来源于国际道路联合会、国际集装箱化组织、国际民用航空组织、国际能源署和国际电信联盟等多个权威机构。数据集包含877行数据，分为701行的训练集和175行的测试集，每行数据代表国家层面的汇总信息。数据集的特征包括地理信息（国家名称、ISO3代码、年份）、结果/测量值（数值范围）以及标识符/元数据（指标名称、指标代码、来源和处理日期）。数据集经过Electric Sheep Africa整理为适合机器学习的Parquet格式，并进行了标准化和缺失值统一处理。

This dataset is named Liberia - Infrastructure. It primarily contains data on Liberian infrastructure indicators sourced from the World Bank. The dataset covers information across infrastructure sectors including water, sanitation, energy, housing, and transportation, and is designed to support the successful assessment of manufacturing and agricultural activities, as well as the analysis of investment effectiveness for improving livelihoods and reducing poverty. The data is sourced from multiple authoritative institutions such as the International Road Federation, International Containerization Organization, International Civil Aviation Organization, International Energy Agency, and International Telecommunication Union. The dataset consists of 877 total rows, split into a training set with 701 rows and a test set with 175 rows, where each row represents national-level aggregated information. The features of the dataset include geographic information (country name, ISO3 code, year), outcome/measurement values (numerical ranges), and identifiers/metadata (indicator name, indicator code, data source, and processing date). The dataset was formatted into machine-learning-ready Parquet format by Electric Sheep Africa, and has undergone standardization and unified missing value processing.