She Power! Are Women's Name Uniqueness, Gender Preference, Initialization, and Positivity Associated with Their Earnings? Empirical data！

This dataset is derived from microdata from the 2005 national 1% population sampling survey. Due to privacy and legal restrictions, personal identification information in raw data cannot be publicly shared. In order to achieve replication and further research, we compromise by providing anonymous versions of name data, processing steps, and code files for research reference. This dataset includes 90 micro indicators including gender, year of birth, ethnicity, education level, occupation, and income status, and provides data files and codes for steps such as name cleaning, word frequency analysis, name indicator calculation, and hierarchical linear model analysis in formats DTA, IPYNB, and R. Researchers who have access to the original dataset can use this document to reproduce our analysis and further explore China's name culture.

本数据集源自2005年全国1%人口抽样调查的微观数据。鉴于隐私与法律限制，原始数据中的个人身份信息无法公开共享。为便于研究复现与后续拓展研究，我们折中提供匿名化处理后的姓名数据、研究流程说明及代码文件以供参考。本数据集包含90项微观指标，涵盖性别、出生年份、民族、受教育程度、职业与收入状况等维度，并提供DTA、IPYNB及R格式的数据文件与代码，覆盖姓名清洗、词频分析、姓名指标计算以及分层线性模型分析等研究步骤。已获取原始数据集权限的研究人员可借助本文件复现我们的分析工作，并进一步探索中国姓名文化。