Data Analyzer

Analyze data and provide statistical insights.

Workflow

1. Load and inspect the data structure
2. Compute basic statistics (mean, median, std, min, max)
3. Identify patterns and anomalies
4. Summarize key findings

Output Format

Provide analysis in this structure:

## Data Overview
- Total records: X
- Columns: [list]

## Key Statistics
| Metric | Value |
|--------|-------|
| ...    | ...   |

## Insights
- Finding 1
- Finding 2

Guidelines

• Always validate data types before analysis
• Handle missing values explicitly
• Report confidence levels for statistical claims