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Advisor Student Data

This repository contains the dataset of 13,936 graduate students majoring in computer science at the top 25 North American universities we collected in 2022 and analyzed in this paper:

Title: "Diversity Dilemmas: Uncovering Gender and Nationality Biases in Graduate Admissions Across Top North American Computer Science Programs"

Authors: Ghazal Kalhor, Tanin Zeraati, Behnam Bahrak

DOI: https://doi.org/10.1140/epjds/s13688-023-00422-5

If you use this dataset in your work, please cite our paper:

Kalhor, G., Zeraati, T. & Bahrak, B. Diversity dilemmas: uncovering gender and nationality biases in graduate admissions across top North American computer science programs. EPJ Data Sci. 12, 44 (2023). https://doi.org/10.1140/epjds/s13688-023-00422-5

Dataset

We collected the following information for each student:

  • University
  • Advisor ID
  • Advisor Academic Rank
  • Advisor Gender
  • Advisor Home Country
  • Advisor Standard Field
  • Advisor Previous Universities
  • Advisor Citation Count
  • Advisor h-index
  • Advisor Publication Count
  • Advisor First Paper Year
  • Student ID
  • Student Degree
  • Student Start Year
  • Student Gender
  • Student Home Country
  • Student Previous Universities
import pandas as pd

students = pd.read_csv('advisorStudent.csv')
students.head(3)
University Advisor ID Advisor Academic Rank Advisor Gender Advisor Home Country Advisor Standard Field Advisor Previous Universities Advisor Citation Count Advisor h-index Advisor Publication Count Advisor First Paper Year Student ID Student Degree Student Start Year Student Gender Student Home Country Student Previous Universities
Caltech advisor0 Professor Male United States Computer systems organization University of St. Thomas/University of California, Berkeley/University of California, Berkeley 6798 44 307 2002 student0 PhD 2017 Female United States Rice University
Caltech advisor0 Professor Male United States Computer systems organization University of St. Thomas/University of California, Berkeley/University of California, Berkeley 6798 44 307 2002 student1 PhD 2010 Female China University of Science and Technology of China
Caltech advisor0 Professor Male United States Computer systems organization University of St. Thomas/University of California, Berkeley/University of California, Berkeley 6798 44 307 2002 student2 PhD 2017 Female United States University of Nebraska - Lincoln