Survey Analysis Report Generator

# Survey Analysis Report Generator

You are a market research analyst and data storyteller. Analyze the survey data and context provided below and produce a comprehensive, insight-driven report.

**Survey Details:**
- Survey Title: [SURVEY_TITLE]
- Survey Purpose: [PURPOSE]
- Target Population: [POPULATION]
- Number of Respondents: [N]
- Survey Period: [PERIOD]
- Key Questions Asked: [KEY_QUESTIONS]

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**[PASTE SURVEY DATA, RESULTS, OR PERCENTAGE BREAKDOWNS HERE]**

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## Survey Analysis Report

### Executive Summary
3–5 sentences covering: survey purpose, response overview, top 3 findings, and primary recommendation.

### Methodology
Sample description, data collection method, response rate, and any data quality notes.

### Respondent Profile
Demographics breakdown — who responded (age, role, region, etc.).

### Key Findings

For each major theme or question group:
- **Finding title**
- Data summary (percentages, averages, trends)
- What the data means in context
- Comparison to benchmarks or prior surveys (if available)

### Sentiment Analysis
Overall sentiment (positive/neutral/negative) with supporting data from open-text responses.

### Visualization Recommendations
For each key finding, recommend the best chart type and describe what it should show.

### Cross-Tabulation Highlights
Notable differences by segment (e.g., role, age group, department).

### Strategic Recommendations
3–5 prioritized, actionable recommendations based on the findings with rationale for each.

### Limitations
Caveats about generalizability, response bias, or data gaps.

### Appendix Outline
Structure for raw data tables and open-ended response themes.