An automated tool that transforms CSV, Excel, and JSON data into comprehensive visual reports with actionable business insights.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install data-analysis-report
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install data-analysis-report using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Data Analysis Report Generator?
The Data Analysis Report Generator is a professional-grade skill designed to automate the end-to-end data science workflow. It enables users to upload datasets in various formats and receive fully-realized reports featuring statistical analysis, correlation heatmaps, and trend visualizations. By leveraging robust libraries like pandas and seaborn, this skill provides a local-first approach to data processing, ensuring that sensitive information remains secure within your environment. It is an essential addition to your collection of Openclaw Skills for anyone needing fast, reliable data storytelling.
Data Analysis Report Generator Use Cases
- Sales performance tracking through monthly/quarterly trend analysis and top product identification.
- Engineering quality control by monitoring defect rates and generating Pareto charts for issue resolution.
- Financial cost auditing via expense distribution pie charts and budget variance alerts.
- Academic or research data exploration including outlier detection and data distribution analysis.
How Data Analysis Report Generator Works
- The user provides a dataset file (CSV, Excel, or JSON) or triggers the analysis via natural language commands.
- The system automatically detects data types, handles missing values, and identifies statistical outliers.
- It performs descriptive and correlation analysis to find significant patterns and relationships.
- Smart visualization logic selects the most appropriate chart types, such as scatter plots or heatmaps, to represent the data.
- A final report is generated in the requested format (HTML, PDF, or Markdown) including executive summaries and actionable suggestions.
Data Analysis Report Generator Setup
To integrate this capability into your Openclaw Skills environment, ensure Python 3.8+ is installed and run the following command:
pip install pandas matplotlib seaborn plotly jupyter openpyxl
No further cloud configuration is required as all processing is handled locally for maximum security.
Data Analysis Report Generator Data Schema & Taxonomy
| Component | Description |
|---|---|
| Input Formats | CSV, XLSX, XLS, JSON, TSV, and Python DataFrames |
| Output Formats | Interactive HTML, Print-ready PDF, Markdown summaries, and individual PNG/SVG charts |
| Analysis Metadata | Statistical summaries (mean, median, std), correlation matrices, and trend data |
| Security | 100% local execution with no external data transmission |
Data Analysis Report Generator Advanced Features
- Support for custom report templates including corporate branding, logos, and specific color palettes.
- Batch processing capabilities to merge multiple data sources into a single unified report.
- Automation scheduling for periodic analysis and automatic email distribution of generated insights.
- Multi-threaded processing and smart memory management for handling large datasets efficiently.
SKILL.md
Loading
Related Openclaw Skills
G2 Quantitative Trading Strategy
An advanced A-share quantitative trading system utilizing a 9-dimensional scoring model and strict risk controls to outperform market benchmarks.
Toolfolio
Toolfolio is an automated video analysis tool that detects shot transitions and identifies 14 types of camera movements to generate AI video prompts.
Kalshi F1 Constructor Trader
An automated trading skill that utilizes constructor performance ratings to execute data-driven F1 championship trades on Kalshi.
SeekDB Memory
A cloud-native persistent memory skill that enables OpenClaw agents to automatically capture facts and recall context across conversations.
Umnix Marketplace Skill
An informational skill that educates AI agents on marketplace participation, reputation building, and economic transparency within the Umnix ecosystem.
Polymarket Copytrading
A sophisticated automated trading skill that allows users to mirror the positions of top-performing Polymarket whale wallets using the Simmer API.
Featured*
