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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

The Best E-Commerce Dataset Providers of 2026

Web Datasets
Open World Evaluation
Jun 5

Paid dataset providers offer up-to-date, large-scale e-commerce data with defined coverage and regular updates, supporting applications like competitor price and stock-level tracking. In contrast, free e-commerce datasets are usually static and outdated, limiting their value for real-time decision-making, including dynamic repricing. Bright Data is one of the largest providers by publicly stated dataset volume. It…

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Web Proxies
Insight
Jun 4

How to Hide Your IP Address: 6 Methods Compared

Your IP address reveals your approximate proxy location and ISP and can be used to track you across sites. Six methods hide it, with different trade-offs in coverage, encryption, speed, and cost. A proxy server sits between one app (usually a browser) and the internet, forwarding requests under its own IP. Unlike a VPN, it…

Proxy Comparisons
Feature Comparison
Jun 4

Geonode Proxies 2026: 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,…

Proxy Types
Feature Comparison
Jun 4

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…

Scraping Tools
Feature Comparison
Jun 3

Best ScrapeBox Alternatives in 2026

ScrapeBox is a Windows and macOS desktop application used for SEO tasks such as search engine scraping, keyword harvesting, link building, comment posting, and backlink checking. However, it is a desktop GUI tool, not an API, and the cost is higher than that of once premium plugins, proxies, and a CAPTCHA service are added. So…

Proxy Types
Open World Evaluation
Jun 3

Best Proxy Manager Tools in 2026: Nginx, Docker & Switchers

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…

Synthetic Data
Benchmark
Jun 3

Top 3 Synthetic Document Generators Benchmarked

Synthetic document generators create annotated, realistic document images that help train and evaluate machine learning models without relying on large, manually labeled datasets. We benchmark 3 synthetic document generators, Genalog, DocCreator, and Tonic Textual, by creating more than 2,500 synthetic documents, comparing their effectiveness in realistic layouts, accurate numerical data, and training datasets for document…

Proxy Settings
Insight
Jun 2

Mac Proxy Settings: How to Set Up, Disable & Fix

Mac proxy settings control how your device routes traffic through an intermediary server. Learn how to configure a proxy in macOS, how to turn it off, and how to confirm one is active. Steps apply to macOS 26 (Tahoe) and macOS 15 (Sequoia). On macOS 12 (Monterey) and earlier, the menu is named System Preferences…

Data Collection
Feature Comparison
May 25

Top 3 Prolific Alternatives in 2026

We analyzed Prolific’s top alternatives by comparing participant ratings, crowd size, payment terms, and verified platform data. The right alternative depends on whether you’re a worker looking for tasks or a research buyer looking for data the tradeoffs differ significantly between the two. This section compares Prolific’s alternatives based on criteria useful to its participants…

Scraping Tools
Feature Comparison
May 22

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…

E-commerce Scraping
Insight
May 20

Top 6 Food Delivery Scrapers: Benchmark & Use Cases

We benchmarked 6 web scraping providers to see how they handle food delivery data scraping, sending 12,000 requests in total across the top 4 food delivery platforms, and measured success rate, completion time, and metadata coverage. See the benchmark methodology section for more details on the testing process. Different platforms expose different layers of data,…