Conversational Data Exploration

via “real-world conversation dataset collection and curation”

1M+ real user-AI conversations with demographic metadata.

Unique: Captures unfiltered, real-world conversations from production ChatGPT/GPT-4 deployments rather than synthetic or crowdsourced data, preserving authentic user intents, failure modes, and edge cases with demographic metadata (country, browser) enabling stratified analysis across user populations

vs others: Larger scale (1M+ conversations) and more authentic than crowdsourced datasets like ShareGPT, with explicit demographic metadata absent from most open conversation corpora, though less curated and safety-filtered than instruction-tuning datasets like FLAN or Alpaca