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Data Solutions & Practices

Data is the fundamental resource that powers business operations and drives strategic decisions. We cover modern data practices and the tools, platforms, and approaches organizations use to manage, transform, and get value from their data.

Explore Data Solutions & Practices

Scrape Data from Twitter (X.com) with Python

Social Media Scraping
Insight
May 13

Social media platforms, such as X.com, employ strict anti-scraping defenses, including CAPTCHA, rate limits, and IP blocking. These security measures make building a custom scraper from scratch both difficult and prone to frequent interruptions. This guide uses the Twitter scraper API, which enables reliable, compliant scraping of Twitter data by managing proxy rotation and ethical…

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Web Data Scraping
Insight
May 13

The Most Common Web Scraping Challenges in 2026

Web scraping has become more difficult in recent years. Since 2025, AI-related scraping has raised significant legal concerns. Platforms and infrastructure providers have adopted new methods to control AI crawlers and manage data collection. There are many technical challenges that web scrapers face due to the barriers set by data owners or website owners to…

Geo Proxies
Insight
May 11

Proxy Locations: Proxies by Country, City & Region

Your IP location affects search results, pricing, ads, product availability, language, shipping, and local pages. We tested top proxy providers in different countries and compared their success rates and response times. Our tests used residential proxies across high-traffic platforms, including e-commerce sites (e.g., Amazon and eBay), search engines (e.g., DuckDuckGo) and classified sites (e.g., Craigslist).…

Scraping Use CasesApr 24

No-Code Financial Data Scraping: Tools & Compliance Tips

While official financial data providers do offer APIs, these are often limited in scope, access, or flexibility for real-time or niche data needs. Financial data scraping has become a common approach to collecting such information, typically using technologies such as web scrapers, headless browsers, and open-source crawlers, which can be paired with proxy/unblocking services when…

Web Datasets
Open World Evaluation
Apr 14

Best Indeed Dataset Providers: Official APIs vs Third-Party Vendors

For getting Indeed data, the market breaks down into three options: do-it-yourself scraping infrastructure, more flexible infrastructure, or managed third-party datasets. Each option comes with different tradeoffs around speed, coverage, reliability, maintenance, and control. Compare Indeed dataset services by pricing structure: Bright Data offers Indeed job listings and company info datasets with detailed fields, including…