Abstract. According to 2018 demographic data of the American Geophysical Union Fall Meeting, seismology is among geoscience fields with lowest representation women. To understand whether this reflects more generally, we investigate women's authorship peer-reviewed publications, a key factor in career advancement. Building upon open-source tools for web-scraping, create database bibliographic info...