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Survey Results Analysis

Analyse survey responses honestly: what the data supports, segment differences worth believing, open-text themes, and the biases to disclose.

Analyse these survey results: {{data}} (response counts, scale results, open-text answers, who was surveyed and how).

Produce: headline findings the sample size actually supports (with n for every claim — kill any finding riding on 7 responses), segment differences worth believing vs noise, open-text themes with representative quotes (count mentions; don't let one vivid answer masquerade as a theme), the response-bias disclosure (who answers surveys vs who doesn't — how might that skew THIS result?), and the 'so what' — the 2 decisions this data informs and the 1 it can't settle without more research. Format as a shareable summary.

Fields like {{ this }} are placeholders — replace them with your own details, or let Aria ask you for them.

surveys analysis research

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