- Conducted extensive research as a Research Assistant focusing on social associations within Denver's elite circles from 1964 to 1974, utilizing data extracted from social registers.- Dedicated over 120 hours to scanning and processing elite social registers, predominantly in Denver, employing Rstudio, optical character recognition software, and Python for data extraction, cleaning, and reformatting.- Developed Python scripts to extract key information such as names, education, family ties, board memberships, and club affiliations using RegEx criteria, subsequently constructing networks based on education and club membership.