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.
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Best Instagram Proxies: Residential & Mobile IPs
Instagram restricts and flags accounts that automate access to or scrape Instagram data at scale. 1 Managing multiple Instagram accounts or running Instagram automation safely often requires a reliable proxy provider. We evaluated the top Instagram proxy providers for reliability and geographic coverage: The table below summarizes the top Instagram proxy providers by price per…
Best Indeed Dataset Providers
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…
How to Bypass CAPTCHA (reCAPTCHA & hCaptcha)
Modern CAPTCHA and human-verification systems use a mix of challenge-response tests, browser signals, server-side token validation, and adaptive challenges. Attempting to bypass CAPTCHA on third-party websites can violate the terms of service or trigger account or IP blocks. The better approach is to use official APIs, reduce request rates, or implement a modern bot-management solution…
Geonode Proxies: Pricing and Performance
Geonode is a budget residential, datacenter, and ISP proxy provider. It competes on price rather than pool size or built-in scraping tools. This review covers its pricing, features, performance, and main alternatives. Geonode offers residential proxies in two models, pay-as-you-go and unlimited, plus datacenter and ISP (static residential) proxies. Proxies support HTTP, HTTPS, and SOCKS5,…
Best Free Proxy Services
If you need a proxy without paying, we cover two free routes: We rank options by how often IPs refresh, protocol support (HTTP, HTTPS, SOCKS5), and access limits: If free proxies aren’t reliable enough, the cheapest paid options start at $6 for 10 GB of datacenter traffic. If you’re willing to create an account, several…
Best Facebook Proxies for Account Management
Scraping Facebook at scale is tough due to strong anti-bot protections. We tested the top proxy providers like Bright Data, Zyte, and Decodo. We checked how well they worked with Facebook profile pages, video descriptions, and post content. Here are our picks for the best Facebook proxy servers. * The smallest monthly subscription package for…
Best Python Web Scraping Libraries
Based on my over a decade of software development experience, including my role as CTO at AIMultiple, where I led data collection from ~80,000 web domains, I have selected the top Python web scraping libraries. BeautifulSoup is a Python library for parsing HTML and XML and extracting data from web pages. It sits on top…
Proxy Server Types: Explained & Compared
Proxy servers are grouped by six criteria: traffic flow, IP source, anonymity level, protocol, rotation, and cost. The choice that matters most for web scraping and privacy is the IP source, with residential, datacenter, mobile, and ISP proxies differing in speed and price. The origin of the IP address determines how easily a website can…
Best Chrome Proxy Extensions: Free & Premium
Choosing the best proxy for the Chrome browser is necessary for accessing restricted sites. However, not all extensions work the same way, and two things have changed in the last year: Oxylabs, Webshare, Bright Data, and Decodo include proxies. The rest are managers; you supply the proxy server. Most free claims in this category conflate…
Playwright vs Selenium: When to Use Each
Playwright is a browser automation framework released by Microsoft in 2020. Selenium is an open-source project, active since 2004, that supports a wide range of browsers and languages. Playwright offers fine-grained control for scraping dynamic sources, including single-page applications that load content through AJAX, and supports request interception. Selenium is also used for data collection,…