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
Web Scraping Roadmap
We scraped 10,000 live domains and 100 marketplaces using products from six web data infrastructure companies.We benchmarked these tools to see how well they handle enterprise web data use cases. We benchmarked 4 leading web data providers across the top 10,000 domains, running a total of 260,000 requests. Each provider was tested at multiple concurrency…
Best France Proxy Providers: Benchmark & Pricing
We benchmark the top France residential proxy providers, measuring success rate and average response time against real websites. The providers that complete the most requests are not always the fastest. Our benchmark runs continuously and is updated with daily results, providing a clearer view of performance over time than a one-off proxy test. The chart…
WhatsApp Proxy Setting: Setup & Free Options
WhatsApp proxies let you connect to WhatsApp through an intermediary server rather than directly. People use it for two different reasons: The proxy supports text messages and media. Voice and video calls won’t route through it. The free proxy providers listed below reliably run proxy services with large managed networks, transparent IP sourcing, and customer…
IPv6 Proxy Providers: Pricing & Performance
An IPv6 proxy routes traffic through an IPv6 exit address, but IPv6 support does not mean the same thing across proxy providers. A vendor may support IPv6 on its residential network, expose both IPv4 and IPv6 through a mixed pool, or allow users to request IPv6 addresses. This benchmark measures residential proxy performance. Use it…
Federated Learning: 7 Use Cases & Examples
Federated learning (FL) enables models to learn from decentralized data while keeping sensitive information private and ensuring compliance with data localization and privacy laws. Explore what federated learning is, how it works, common use cases with real-life examples, potential challenges, and its alternatives. Federated learning supports a wide range of AI systems where data sensitivity,…
Best Glassdoor Scrapers: Bright Data, Oxylabs & Decodo
To compare how well different tools handle Glassdoor‘s CAPTCHAs, login overlays, and frequent layout changes, we tested 5 leading web data scrapers across 2,500 requests and tracked each provider’s success rate, completion time, and metadata coverage. You can read our benchmark methodology for more details on our testing process. Bright Data was the only provider…
eBay Scraping: Top 6 Providers Compared
We benchmarked eBay across 4 web scraping providers, totaling 1,400 requests over search and product pages of 7 eBay country sites, measuring both success rate and end-to-end completion time. You can read more about our benchmark methodology. Because only Bright Data and Apify returned structured JSON, they were the only providers whose output could be…
5 Best Google Maps Scraper APIs: Tested & Ranked
To find the best Google Maps scraper, we benchmarked the top web scraping providers, Apify, Oxylabs, Octoparse, and SerpApi by running 100 searches for each. We tested 10 categories and analyzed 4,000 business listings. Google Maps listing data was more accessible than Google Maps reviews in our reviews scraping benchmark. Top providers reached 100% success…
Top 5 Home Depot Scrapers Benchmarked & Compared
We benchmarked five web data providers on Home Depot, each fetching the same 50 product and search pages at 5 concurrent requests, for a total of 250 requests. You can read more about our benchmark methodology. Bright Data offers a dedicated scraper API for Home Depot, while Apify provides a general e-commerce actor. Because both…
Top 6 Best Real Estate Scrapers: Bright Data, Apify & Oxylabs
We benchmarked six web scraping providers across five major real estate domains, running 1,500 property listing URLs through each provider for a total of 9,000 requests. See the methodology section for more details on the testing process. Apify does not offer dedicated actors for Realtor, Rightmove, and Realestate.au, so these domains were excluded from Apify’s…