What kind of data is used to analyze ChatGPT usage patterns, and what are the limitations?

The analysis is based on total daily message volumes, classified messages (sampled from all and a subset of ChatGPT users), and aggregated employment/education data. Limitations include excluding non-consumer plans and potential biases from sampling procedures.