CHORUS is a set of methodological tools that track argument frames, shifts in opinion, language patterns, cultural stress points, and silences across articles published on Youth Ki Awaaz over the past 18 years. These articles are treated as signals of expression on issues ranging from caste and gender to work and identity.
CHORUS avoids imposing categories from the outside. Instead, it follows how people themselves work through social and cultural questions. YKA has always been good at getting young citizens to express themselves freely. CHORUS is the infrastructure for figuring out what all those expressions add up to.
How young Indians write about women at the workplace. Uses topic modelling, sentiment analysis, and text mining across 74 articles by 54 authors (2012-2025) and poll data to track how the discourse shifted from individual coping strategies to structural interventions over time.
Read the report →How young Indians construct knowledge about gender-based violence through citizen writing. Uses topic modelling across 2,162 posts by 1,360 authors (2012-2025) to identify eight distinct discourse patterns, from testimonial solidarity and cultural deconstruction to legal reform advocacy and expanding safe spaces.
Read the report →How young Indians talk about climate, environment, and ecological futures in their own writing. Analysis of language patterns, emerging frames, and the cultural stress points around sustainability, consumption, and responsibility.
CHORUS treats the Youth Ki Awaaz article archive as a corpus of civic expression. Each article is a signal of how a young person chose to articulate a concern, frame an argument, or process an experience. The framework reads these signals at scale while preserving individual texture.