The India Higher Education Atlas brings together 2018–19 Ministry of Human Resource Development (MHRD) All India Survey on Higher Education (AISHE) Directory of Higher Education Institutions database along with Internet-based triangulation of institutional data; with IIHS’s 0.6 million urban and rural settlement geocoded data base, and various Census of India (2001 and 2011) variables.