地球资源数据云——数据资源详情

巴基斯坦智力资本

发布时间：2026-03-17 14:32:11资源ID：2031261845959380993资源类型：免费

该数据集《Pakistan Intellectual Capital》主要用于监督学习任务，数据形态以文本为主，应用场景偏向文本内容分析。 题目说明：Teaching Computer Science 任务类型：文本监督学习。 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：Pakistan Intellectual Capital - Computer Science - Ver 1.csv, Pakistan Intellectual Capital - Computer Science - Ver 2.csv。 Context Pakistan has a large number of public and private universities offering degrees in multiple disciplines. There are 162 universities out of which 64 are in private sector and 98 are public sector/government universities recognized by the Higher Education Commission of Pakistan (HEC). According to HEC, Pakistani universities are producing over half a million graduates per year, which include over more than 10,000 Computer Science/IT graduates. From year 2001 to 2015 there is a mass increase in number of enrollment in universities. The recent statistics shows that in 2015, 1,298,600 students enrolled in different levels of degree, 869,378 in Bachelors (16 years), 63,412 in Bachelors (17 years), 219,280 in Masters (16 years), 124,107 in M.Phil/MS, 14,373 in Ph.D, and 8,319 in P.G.D. However, in 2014 the number of doctoral degree awarded were 1,351 only.

巴基斯坦智力资本

摘要概览

该数据集《Pakistan Intellectual Capital》主要用于监督学习任务，数据形态以文本为主，应用场景偏向文本内容分析。 题目说明：Teaching Computer Science

任务类型：文本监督学习。

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：Pakistan Intellectual Capital - Computer Science - Ver 1.csv, Pakistan Intellectual Capital - Computer Science - Ver 2.csv。

Context

Pakistan has a large number of public and private universities offering degrees in multiple disciplines. There are 162 universities out of which 64 are in private sector and 98 are public sector/government universities recognized by the Higher Education Commission of Pakistan (HEC).

According to HEC, Pakistani universities are producing over half a million graduates per year, which include over more than 10,000 Computer Science/IT graduates.

From year 2001 to 2015 there is a mass increase in number of enrollment in universities. The recent statistics shows that in 2015, 1,298,600 students enrolled in different levels of degree, 869,378 in Bachelors (16 years), 63,412 in Bachelors (17 years), 219,280 in Masters (16 years), 124,107 in M.Phil/MS, 14,373 in Ph.D, and 8,319 in P.G.D.

However, in 2014 the number of doctoral degree awarded were 1,351 only.