Public discourse on the first US congestion pricing program in New York City across social media platforms
This paper analyzes public discourse on New York City's 2025 congestion pricing implementation across YouTube, Reddit, and TikTok using a multi-stage NLP pipeline, revealing that while nearly half of the comments express negative sentiment or opposition, attitudes vary significantly by platform and topic, offering critical insights for future policy-making and public communication strategies.