地球资源数据云——数据资源详情
WDI：教育、健康和就业（2011-2021）
该数据集《WDI: Education, Health & Employment (2011 - 2021)》主要用于多分类任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明："Analyze and Compare Education, Employment, and Health Trends Across Developed N 任务类型：文本多分类。 建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：WDI_Indicators_MainData.csv。 This dataset has been meticulously compiled and exported directly from the World Bank's official World Development Indicators (WDI) database, covering an extensive period from 2011 to 2021. It provides detailed socioeconomic indicators for 19 advanced economies: Australia, Austria, Belgium, Canada, Denmark, Finland, France, Germany, Italy, Japan, Republic of Korea, Netherlands, Norway, Spain, Sweden, Switzerland, United Arab Emirates, United Kingdom, and the United States. The dataset encompasses comprehensive indicators capturing detailed aspects such as: Education Expenditure: Financial allocation towards primary, secondary, tertiary, and overall public education institutions. Educational Attainment: Proportion of the adult population achieving various education levels, from primary education through doctoral degrees, distinguished by gender.
摘要概览
该数据集《WDI: Education, Health & Employment (2011 - 2021)》主要用于多分类任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明："Analyze and Compare Education, Employment, and Health Trends Across Developed N
任务类型：文本多分类。
建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：WDI_Indicators_MainData.csv。
This dataset has been meticulously compiled and exported directly from the World Bank's official World Development Indicators (WDI) database, covering an extensive period from 2011 to 2021.
It provides detailed socioeconomic indicators for 19 advanced economies: Australia, Austria, Belgium, Canada, Denmark, Finland, France, Germany, Italy, Japan, Republic of Korea, Netherlands, Norway, Spain, Sweden, Switzerland, United Arab Emirates, United Kingdom, and the United States.
The dataset encompasses comprehensive indicators capturing detailed aspects such as:
Education Expenditure: Financial allocation towards primary, secondary, tertiary, and overall public education institutions.
Educational Attainment: Proportion of the adult population achieving various education levels, from primary education through doctoral degrees, distinguished by gender.