"Social Media Music Discourse Dataset: Trends, Topics, Sentiment, and Community Dynamics (2010\u20132025)"

"The Social Media Music Discourse Dataset: Trends, Topics, Sentiment, and Community Dynamics (2010\u20132025) provides a comprehensive collection of user-generated discussions about music streaming platforms, primarily Spotify, sourced from Reddit. This dataset spans 15 years and includes over hundreds of thousands of posts across diverse communities, capturing evolving discourse on music consumption, platform features, pricing strategies, artist royalties, and cultural trends.Each record contains:Post Metadata: Date, time, text content, post type, tone (positive, neutral, negative), and engagement metrics (upvotes, comments, awards).Community Attributes: Subreddit name, member count, and thematic focus.Author Features: Karma scores, membership duration, and profile links.The dataset supports multi-dimensional research, including:Trend analysis of music-related discussions over time.Topic modeling for identifying dominant themes.Sentiment analysis to measure user attitudes toward platforms and policies.Community Dynamics to compare discourse across different online communities.This resource is valuable for social media analytics, consumer behavior studies, and music industry research, offering insights into how digital communities influence and respond to streaming ecosystems."