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# CSV Scraper Graph Example
This example demonstrates how to use Scrapegraph-ai to extract data from web sources and save it in CSV format.
## Features
- Table data extraction
- CSV formatting
- Data cleaning
- Structured output
## Setup
1. Install required dependencies
2. Copy `.env.example` to `.env`
3. Configure your API keys in the `.env` file
## Usage
```python
from scrapegraphai.graphs import CsvScraperGraph
graph = CsvScraperGraph()
csv_data = graph.scrape("https://example.com/table")
```
## Environment Variables
Required environment variables:
- `OPENAI_API_KEY`: Your OpenAI API key