Liver cancer awareness at the 2023 Minnesota State Fair
Data & prepStatistical testVerificationAgent-initiatedCaveat
The analysis pipeline
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Key take-aways
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Agentic analysis · Dataset 2 of 2
Liver cancer awareness at the 2023 Minnesota State Fair
487 fairgoers surveyed on liver cancer risk factors, hepatitis B vaccination, trusted sources of health
information, and which campaign images they prefer. An AI agent was given the two response files, the survey
instrument and the study aims — nothing else. This page is the full record of what it did.
Aim 1Awareness and knowledge of liver cancer risk factors.
Aim 2Awareness and uptake of hepatitis B vaccination, and the reasons behind both.
Aim 3Trusted sources and preferred communication style, including image preference.