Download up to half a million data points for more than 180 UN countries. Data is updated annually, but includes all ND-GAIN indicators across 20+ years. Data is provided as separate CSV files in a single compressed file. Zip file includes:
ND-GAIN Index
Vulnerability scores
Vulnerability sector scores: Water, Agriculture, Health, Infrastructure, Food, Ecosystems
Component scores: Exposure, Sensitivity, Adaptive Capacity
Readiness scores
Readiness sector scores: Economic, Governance, Social
GDP adjusted scores for the ND-GAIN Index, Vulnerability and Readiness scores
All indicators used to generate the ND-GAIN Index. It includes raw values (raw.csv) as obtained from the sources, interpolated values (input.csv) where interpolation is used to fill-in missing values, and scaled values (score.csv) where all indicators are in the 0-1 range for aggregation purposes
Additional context information (Populations, GDP, HDI)
多达 180 多个联合国国家/地区的五十万个数据点。数据每年更新一次,但包括 20+ 年的所有 ND-GAIN 指标。数据在单个压缩文件中以单独的 CSV 文件形式提供。Zip 文件包括:
ND-GAIN 指数
漏洞评分
脆弱性行业评分:水、农业、健康、基础设施、食品、生态系统
组件分数:暴露、灵敏度、自适应容量
就绪度分数
就绪度行业评分:经济、治理、社会
GDP 调整后 ND-GAIN 指数、脆弱性和就绪度分数
用于生成 ND-GAIN 指数的所有指标。它包括从源获得的原始值 (raw.csv)、使用插值填充缺失值的插值 (input.csv) 以及所有指标都在 0-1 范围内以进行聚合的缩放值 (score.csv)
文献参考如图:
其他背景信息(人口、GDP、HDI)


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