additional_features
["Persona-driven nonresponse and inconsistency modeling"]
example_commands
["Simulate 300 respondents for this questionnaire and export as CSV.", "Generate synthetic survey data with mobile and older adult personas.", "Create SPSS-ready data from these survey questions.", "Show missingness and distribution issues in the simulated dataset.", "Produce persona-level summaries for a pretest survey."]
gpt_id
surveydatasimulator_pretestgenerator
ideal_use_cases
["Pretesting questionnaires before field deployment", "Generating synthetic survey data for method testing and teaching"]
limitations
["Does not validate causal inference or real-world representativeness"]
target_users
["Survey researchers", "Policy analysts"]