This example demonstrates how to use Scrapegraph-ai to extract data from web sources and save it in CSV format.

• Table data extraction
• CSV formatting
• Data cleaning
• Structured output

1. Install required dependencies
2. Copy .env.example to .env
3. Configure your API keys in the .env file

from scrapegraphai.graphs import CsvScraperGraph

graph = CsvScraperGraph()
csv_data = graph.scrape("https://example.com/table")

Required environment variables:

• OPENAI_API_KEY: Your OpenAI API key