A Quantitative and Qualitative Exploration of Futuristic Narratives on TVTropes.org

Abstract

This paper embarks on a methodical exploration of TVTropes.org, a comprehensive crowd-sourced wiki that documents storytelling conventions across various forms of media, with a special focus on representations of artificial intelligence and future scenarios. The study delineates the multifaceted nature of the platform, asserting that its offerings extend beyond mere television tropes, and explores its potent applicability for futurists and scholars. Through the strategic application of web scraping and data analysis, this research quantifies diverse aspects of science fiction media and the embedded tropes therein. The paper underscores the pivotal role of tropes in shaping societal perceptions and influencing discourse, particularly in the realm of futuristic thinking, using instances such as the impact of “The Terminator” franchise on military strategic thinking as a case study. Furthermore, the research engages in a quantitative analysis of trope density and frequency within science fiction works, offering a nuanced understanding and uncovering patterns in storytelling conventions. This study thus offers a foundational framework for understanding, categorizing, and analyzing the influential images of the future that permeate today’s media environment, thereby providing a valuable resource for futurists, researchers, and media scholars in their respective endeavors.