Data Analyzer

Analyze datasets and extract insights. Use when user needs to understand data patterns, statistics, or trends.

gabrielmoreira Updated 17 repo stars

File contents

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

gabrielmoreira/agent-skills-mirror/tree/main/mirrors/repos/camel-ai@camel/examples/toolkits/skill_toolkit_example/.camel/skills/data-analyzer commit 9e0eb6dd26

Frequently asked questions

npx skillmds@latest add gabrielmoreira/data-analyzer-2