“…In contrast to other related work, e.g. [1,43], that has limited data collection approaches to parental self-reporting, our research seeks to contribute a data-driven perspective that utilizes qualitative visual analysis of snapshots posted to social media. Moreover, we pay close attention to long-standing existing literature from photography, communication and media studies that provides an extant, and thorough, understanding of historical attitudes and behaviours surrounding family snapshots [12,13,33,54,72].…”