Ivy Lin
Community & Content Lead
Ivy Lin leads community engagement and content strategy at Nstdata. She works closely with developers, marketers, and data professionals to create educational resources that simplify complex proxy and data collection concepts. Her writing covers industry trends, best practices, product guides, and real-world applications of proxy technology across different industries.
All Articles
Web Data for Price Monitoring: An End-to-End Pipeline
Build an evidence-driven price monitoring pipeline from authorized acquisition and browser rendering through product matching, semantic validation, history, and guarded alerts.
Browser Fingerprinting: How It Works and How to Reduce It
Understand browser fingerprint inputs, privacy limits, safer browser consistency for authorized automation, and responsible use by site owners.
Best Proxies for Amazon Scraping and Multi-Store Work
Start Amazon data work with approved APIs or feeds, then choose the least complex proxy for permitted public research. Keep multi-store access governed and transparent.
How to Rotate IP Addresses for Web Scraping
Build reliable IP rotation for authorized web scraping with session-aware scheduling, health scoring, cooldowns, bounded retries, and response validation.
cURL With a Proxy: Complete Commands and Cheat Sheet
Use cURL through HTTP, HTTPS, or SOCKS5 proxies with explicit credentials, DNS behavior, and timeout controls. A diagnostic table maps common failures to the correct layer.
Datacenter Proxies Explained: Benefits, Limits, and Best Uses
A datacenter proxy uses a server-hosted exit IP for fast, scalable traffic. This guide explains network identity, allocation types, operational tradeoffs, and workload fit.
Extract Product Data From E-commerce Sites at Scale
Build a product-data pipeline with structured fields, rendered pages, timestamps, validation, and Nstdata Crawl for bounded collection.
How to Extract Content From JS-Heavy Websites
Learn how to extract content from JavaScript-heavy websites with static checks, browser rendering, semantic validation, and Nstdata Crawl.
Web Crawling Pricing: Pay-as-you-go vs Subscription
Compare pay-as-you-go and subscription web crawling costs, hidden charges, concurrency, credits, and cost per accepted page.
