https://github.com/scrapegraphai/pandasai-scrapegraphai

https://github.com/scrapegraphai/pandasai-scrapegraphai

Last synced: 12 months ago
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• Host: GitHub
• URL: https://github.com/scrapegraphai/pandasai-scrapegraphai
• Owner: ScrapeGraphAI
• Created: 2025-05-11T13:26:24.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-05-20T09:07:49.000Z (about 1 year ago)
• Last Synced: 2025-06-01T02:08:03.921Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 120 KB
• Stars: 2
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

          
# ScrapeGraphAI <> PandasAI

This repository contains the implementation of the Scrape + Plot agent, combining the power of **ScrapeGraphAI** and **PandasAI** to automate web data extraction and visualization through natural language prompts.

## Features

- AI-powered Web Scraping

    - Uses ScrapeGraphAI to extract clean, structured JSON data from both static and JavaScript-rendered websites with a simple prompt.

- Natural-Language Data Analysis & Visualization

    - Utilizes PandasAI to transform scraped JSON into a Pandas DataFrame and generate insights or charts via plain-English queries.

- End-to-End Pipeline

    - From raw URL to final visualization in minutes, with zero boilerplate code.

- Modular & Extensible

    - Easily integrate additional analysis tools or custom pipelines by extending the existing tool interfaces.