Lecture at the Urban Creativity Conference 2023 (Lisbon, Portugal). Addresses the opportunities and challenges of integrating automated scraping and data mining tools with qualitative ethnography and fieldwork.

The presentation reflects on the ethical and technical limits of scraping public Instagram profiles, detailing how combining relational graph data and qualitative life stories collected in the field provides a deep sociological perspective of cultural flows that does not rely purely on black-box algorithms.