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
- Proxy TypesOpen World EvaluationAug 14
Best Proxy Manager Tools
Proxy manager refers to two different tool types: Tools were included based on: Pricing and protocol support change frequently; verify the vendor page before purchase. These tools sit in front of services you host and route inbound requests to them. They do not provide proxy IPs. Nginx Proxy Manager (NPM) is an open-source (MIT) web…
- Proxy Use CasesOpen World EvaluationAug 14
Best Instagram Proxies: Residential & Mobile IPs
Instagram restricts and flags accounts that automate access to or scrape Instagram data at scale. 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 GB,…
- Web DatasetsOpen World EvaluationAug 14
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…
- Proxy Use CasesFeature ComparisonAug 14
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…
- Scraping ToolsFeature ComparisonAug 14
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 TypesFeature ComparisonAug 14
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…
- Web ProxiesOpen World EvaluationAug 14
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…
- Scraping ToolsFeature ComparisonAug 14
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,…