By name: data-analyzer description: Analyze datasets and extract insights. Use when user needs to understand data patterns, statistics, or trends.
Data Analyzer
Analyze data and provide statistical insights.
Workflow
- Load and inspect the data structure
- Compute basic statistics (mean, median, std, min, max)
- Identify patterns and anomalies
- 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