Data Pro Max

The Ultimate AI-Powered Intelligence Suite for Data Science & Surveys

--- ## 🌟 Overview **Data Pro** is a high-performance intelligence layer designed to transform raw data into professional insight. It combines a powerful Python CLI, a versatile library, and specialized **AI Agent Skills** to automate the most complex parts of the data science lifecycle. > [!TIP] > This repository is the "Data Science counterpart" to the acclaimed [UI UX Pro Max](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill). --- ## 🏗️ Architecture ```mermaid graph TD User([User / AI Agent]) --> CLI[datapro CLI] User --> Lib[Python Library] subgraph "Intelligence Cores" CLI --> Suite[data-analysis-suite] CLI --> Viz[data-viz] CLI --> Geo[geoprocessing-brazil] CLI --> DuckDB[duckdb-sql-master] end subgraph "Data Storage" Suite --> DB[(Database / Parquet)] Viz --> Assets[Assets / Images] end subgraph "External Integration" CLI --> DocConv[document-converter] DocConv --> PDF[PDF / DOCX Reports] CLI --> NLMCP[NotebookLM] end ``` --- ## ⚡ Key Features | Feature | Description | Tooling | | :--- | :--- | :--- | | **Survey Intelligence** | Weighting (Raking), Drivers, and Halo Removal. | `data-analysis-suite` | | **Data Engine** | High-performance local OLAP motor (DuckDB + Parquet). | `datapro.engine` | | **Advanced Visuals** | Evolution plots, heatmaps, and word clouds. | `data-viz` | | **Geo-Spatial** | Brazilian city normalization and choropleth maps. | `geoprocessing-brazil` | | **Premium Documentation** | Mermaid diagrams, markdown standards, document structure. | `document-mastery` | | **Format Conversion** | Import (PDF→MD) and Export (MD→PDF/DOCX). | `document-converter` | | **High-Performance SQL** | Local SQL on CSV/Parquet without a server. | `duckdb-sql-master` | | **Auto-Mapping** | Variable standardization and dictionary mapping. | `datapro setup` | --- ## 📦 Installation ```bash # Clone and Install git clone https://github.com/pablodiegoo/Data-Pro-Skill cd Data-Pro-Skill pip install -e . # Full Feature Suite (OCR, Stats, Advanced PDF) pip install "datapro[full,docs] @ git+https://github.com/pablodiegoo/Data-Pro-Skill" ``` > [!IMPORTANT] > For the **Advanced PDF Engine**, system dependencies are required: > `sudo apt install pandoc texlive-xetex texlive-fonts-extra` --- ## 🚀 Quick Start ### 1. Project Initialization ```bash datapro setup ``` Initializes the [Source of Truth](src/datapro/data/structure.json) and prepares the agent environment. ### 2. High-Speed Analysis ```bash datapro analyze data.csv --goal "nps drivers" ``` ### 3. Premium Reporting ```bash datapro report results.md --theme executive --logo ./logo.png ``` --- ## 📂 Project Structure Following the **Unified Structure Reference** ([structure.json](src/datapro/data/structure.json)): - `scripts/`: Implementation scripts (utils, notebooks). - `database/`: Raw, processed, and final datasets. - `docs/`: Studies, reports, and project plans. - `assets/`: Images, final docs, and project context. - `.agent/`: AI Agent "Brain" (Rules, Skills, Workflows). --- ## 🤝 Contributing We follow a strict **English-only policy** for code and documentation. Please refer to [CONTRIBUTING.md](CONTRIBUTING.md) before submitting pull requests. ## ⚖️ License Distributed under the **MIT License**. See `LICENSE` for more information. ---

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SKILL.md