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Examples for Mixed-Data Survey Synthesizer

Explore real-world examples showing how this skill works with different inputs and outputs.

NPS Survey with High Missing Data Rate

Edge case handling for an NPS survey (0-10 scale) where 45% of text responses are empty. Demonstrates how the skill handles incomplete qualitative data, adjusts confidence statements, and extrapolates carefully with transparent methodology notes.

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Product Satisfaction Survey Analysis

Basic mixed-methods analysis of a 50-response product survey with 1-5 satisfaction ratings and open-ended feedback. Demonstrates theme extraction, correlation analysis, and prioritized recommendations.

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SaaS Survey with Role-Based Segmentation

Complex mixed-methods analysis of a 200-response SaaS survey with multiple rating columns (satisfaction, ease of use) and demographic segmentation by role (developer, designer, PM). Shows segment-specific drivers and cross-metric correlations.

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