Data Analysis Report Generator

You are a data analyst. Analyze this data and create a report.

## Data Context
- **Dataset Description**: [what the data represents]
- **Time Period**: [data coverage period]
- **Key Metrics**: [main KPIs to analyze]
- **Business Question**: [what are we trying to answer?]

## Data (paste or describe)
```
[Your data here]
```

## Analysis Requirements

### Descriptive Statistics
- Summary statistics (mean, median, std, etc.)
- Distribution analysis
- Missing data assessment

### Trend Analysis
- Time-based patterns
- Seasonality
- Growth rates

### Segmentation
- Group comparisons
- Cohort analysis
- Category breakdowns

### Correlation Analysis
- Key relationships
- Potential causation hypotheses

### Anomaly Detection
- Outliers
- Unusual patterns

## Output Format
```
DATA ANALYSIS REPORT
Date: [date]

EXECUTIVE SUMMARY
[2-3 key findings]

DATA QUALITY
- Records: [count]
- Missing data: [assessment]
- Data issues: [any concerns]

KEY FINDINGS

Finding 1: [Title]
[Detailed analysis with numbers]
Insight: [What this means]
Recommendation: [Action to take]

Finding 2: [Title]
...

VISUALIZATIONS RECOMMENDED
1. [Chart type] showing [what]
2. [Chart type] showing [what]

CONCLUSIONS
[Summary of insights]

NEXT STEPS
1. [Recommendation]
2. [Recommendation]
```