Graduate Vocational Mobility

This dataset contains <b>10,000 anonymized graduate profiles</b> collected from CECOS University of IT and Emerging Sciences, Peshawar, Pakistan. The dataset was compiled as part of a research study examining academic performance, vocational mobility, and employment outcomes among graduates across multiple disciplines. Data were obtained through institution-approved surveys and internal academic and administrative records.Each record includes a range of attribute categories, such as:<b>Demographic information:</b> gender, age, region<b>Academic indicators:</b> program type, degree level, GPA, graduation year<b>Vocational attributes:</b> internship completion status, internship duration, skill set, employment status, job change count, current industry<b>Economic attributes:</b> starting salary and current salary<b>Institutional information:</b> university and program identifiersAll personal identifiers (names, roll numbers, email addresses, and contact details) were removed prior to dataset creation. The dataset is fully anonymized and adheres to ethical standards approved by the Institutional Ethics Review Committee of CECOS University under approval number <b>CECOS/ERC/2024/217</b>.This dataset is intended to support research in predictive modeling, graduate employability analysis, labor market forecasting, higher education analytics, and data-driven policy development. It may be freely used for academic and non-commercial research purposes with proper citation.<b>Format:</b> CSV file (comma-separated values)<br><b>Number of Records:</b> 10,000<br><b>Access:</b> Openly available under repository terms

本数据集包含**10000份匿名化毕业生档案**，数据采集自巴基斯坦白沙瓦的CECOS信息技术与新兴科学大学（CECOS University of IT and Emerging Sciences）。本数据集的汇编服务于一项研究课题，旨在探究多学科背景毕业生的学业表现、职业流动与就业结局。数据通过校方批准的调查问卷以及校内学术与行政记录获取。

每条记录涵盖多类属性范畴，具体如下：
**人口统计信息**：性别、年龄、所属地区
**学术指标**：培养类型、学位层次、平均绩点（Grade Point Average, GPA）、毕业年份
**职业属性**：实习完成情况、实习时长、技能组合、就业状态、工作变动次数、当前从业行业
**经济属性**：起薪与当前薪资
**院校信息**：大学与项目标识符

所有个人标识信息（姓名、学号、电子邮箱及联系方式）均在数据集构建前完成脱敏移除。本数据集已完全匿名化，符合CECOS大学机构伦理审查委员会批准的伦理标准，审批编号为**CECOS/ERC/2024/217**。

本数据集旨在支持预测建模、毕业生就业能力分析、劳动力市场预测、高等教育数据分析以及数据驱动的政策制定等相关研究。仅可在规范引用的前提下，免费用于学术与非商业研究用途。

**数据格式**：逗号分隔值（Comma-Separated Values, CSV）文件
**记录数量**：10000条
**获取方式**：按存储库条款公开可用