---
title: "Discussion on \"Building a Reliable FMCSA Carrier Data Scraper with Python and Playwright\" | Hashnode"
description: "Discussion on \"Building a Reliable FMCSA Carrier Data Scraper with Python and Playwright\". How to scrape public FMCSA carrier data with Playwright: rate limits, retries, data hygiene, and staying on the right side of compliance."
url: "https://hashnode.com/posts/building-a-reliable-fmcsa-carrier-data-scraper-with-python-and-playwright/6af2b4a3a70334b043ec5ad6"
---

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# [Building a Reliable FMCSA Carrier Data Scraper with Python and Playwright](https://mafzalkalwardev.hashnode.dev/building-a-reliable-fmcsa-carrier-data-scraper-with-python-and-playwright?utm_source=hashnode&utm_medium=feed)

How to scrape public FMCSA carrier data with Playwright: rate limits, retries, data hygiene, and staying on the right side of compliance.

1d ago · 7 min read · mafzalkalwardev.hashnode.dev  
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-   [#python](https://hashnode.com/tag/python)
-   [#playwright](https://hashnode.com/tag/playwright)
-   [#web-scraping](https://hashnode.com/tag/web-scraping)
-   [#logistics](https://hashnode.com/tag/logistics)

## Written by

[Muhammad Afzal Kalwar](https://hashnode.com/@mafzalkalwardev)

@mafzalkalwardev · Islamabad, Pakistan

  
[View profile](https://hashnode.com/@mafzalkalwardev)

Python Automation Engineer & Founder, INDUS Web Agency

Python automation engineer with 4 years of experience, working freelance as founder of INDUS Web Agency. I build auto dialers, AI call agents, web scrapers, CRM dashboards and Chrome extensions with Python, FastAPI, Node.js and Next.js. 122 public GitHub repos, 3 live Chrome Web Store extensions. Available immediately, any time zone.

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