Auto Data Analyzer

Automated data analysis tool - Input CSV/Excel data and automatically generate comprehensive analysis reports. Includes data cleaning, statistical description, visualization, correlation analysis, and regression analysis. Ideal for rapid data analysis needs.

Audits

Pending

ClawScanPass

Agentic behavior and permission review.

Static analysisPass

Pattern checks against bundled files.

VirusTotalPending

Multi-engine malware detections and file reputation.

Install

openclaw skills install auto-data-analyzer-chen

auto-data-analyzer

Automated data analysis tool that generates comprehensive reports from input data.

Features

1. Data Cleaning

Missing value detection and handling
Outlier detection
Data type conversion
Duplicate value handling

2. Statistical Description

Basic statistics (mean, median, standard deviation, etc.)
Quantile analysis
Distribution visualization

3. Visualization

Histograms
Box plots
Scatter plots
Heatmaps

4. Advanced Analysis

Correlation analysis
Regression analysis
Clustering analysis
Time series analysis

Usage

Installation

pip install pandas numpy matplotlib seaborn scikit-learn

Basic Usage

from analyzer import DataAnalyzer

analyzer = DataAnalyzer('data.csv')
analyzer.clean()
analyzer.describe()
analyzer.visualize()
analyzer.report()  # Generate HTML report

Command Line

python main.py data.csv --output report.html

Output

HTML analysis report
PNG charts
CSV statistical results

Use Cases

Business data analysis
Market research reports
User behavior analysis
Sales data analysis