How do I export crawl data to JSON and CSV automatically?

To export crawl data to JSON and CSV automatically, the exact steps depend on the crawler tool you’re using. In most crawlers, the flow is:

1. Run the crawl
2. Save structured results
3. Trigger an export step
4. Schedule or automate the job

Generic approach

Export to JSON

Most crawlers can output a list of pages/items as objects like:

[
  {
    "url": "https://example.com",
    "title": "Example",
    "status": 200
  }
]

Export to CSV

The same data can be flattened into columns:

url,title,status
https://example.com,Example,200

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If you’re coding it yourself

Python example

import csv
import json

crawl_data = [
    {"url": "https://example.com", "title": "Example", "status": 200},
    {"url": "https://example.org", "title": "Org", "status": 200},
]

# Export JSON
with open("crawl_data.json", "w", encoding="utf-8") as f:
    json.dump(crawl_data, f, indent=2, ensure_ascii=False)

# Export CSV
with open("crawl_data.csv", "w", encoding="utf-8", newline="") as f:
    writer = csv.DictWriter(f, fieldnames=crawl_data[0].keys())
    writer.writeheader()
    writer.writerows(crawl_data)

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Automating it

You can automate exports by:

• Cron job on Linux/macOS
• Task Scheduler on Windows
• CI/CD pipeline like GitHub Actions
• Webhook / event-driven workflow after crawl completion

Example cron job

Run every night at 2 AM:

0 2 * * * /usr/bin/python3 /path/to/crawl_and_export.py

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If you’re using a crawler platform

Many platforms support:

• Export button
• API download endpoint
• Scheduled exports
• Cloud storage sync to S3, Google Drive, etc.

Typical automation pattern:

1. Start crawl via API
2. Poll until finished
3. Download JSON/CSV via API
4. Upload to storage or process downstream

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If you tell me which crawler/tool you’re using (for example: Scrapy, Apify, Octoparse, Sitebulb, Screaming Frog, custom Python, etc.), I can give you the exact automatic export steps and code.