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How to Scrape Reviews for Free Using Python (No APIs)

This article shows how I scraped reviews from Google Play, Yelp, and Trustpilot using Python. Each platform required a different method: Learn how to handle anti-detection, parse customer review data, and save the scraped data in CSV, JSON, or export to a database like Google Sheets for data analysis.

Oct 315 min read

The Best 6 Dedicated Proxy Services

Dedicated proxies are faster and more reliable than shared proxies. Most proxy providers don’t offer dedicated residential proxies since acquiring truly exclusive residential IP is expensive and legally cumbersome. Based on our experience, we ranked the best dedicated proxy solutions: The best dedicated proxy providers for 2025 *The starting price is for dedicated datacenter proxies.

Jul 294 min read

Scraping Google Trends for Real-Time Insights

Google Trends is an excellent tool for businesses and content creators who want to stay ahead of customer behavior, spot emerging trends, and make data-driven decisions. This guide explains what Google Trends data is, the legality of scraping Google Trends, and use cases for leveraging Google Trends data.

Jun 254 min read

Top 3 Amazon Mechanical Turk Alternatives

This analysis explores some downsides to using Amazon Mechanical Turk, or MTurk, a popular AI data collection and market survey platform. It also compares the top Amazon Mechanical Turk alternatives on the market. Readers interested in MTurk alternatives usually fall under 3 categories; select yours to see relevant alternatives for your business.

Jul 26 min read
Process Visualization: 8 Use Cases & 13 Best Techniques

Process Visualization: 8 Use Cases & 13 Best Techniques

According to neuroscience studies, people tend to transmit information by 90 % more in a visual format, which is why they can follow directions in the visual format 323% better than text format.

Jul 186 min read

RPA in Food Industry: Top 15 Use Cases

The food and beverage industry relies on efficient operations both in the kitchen and behind the scenes. Robotic Process Automation (RPA) is streamlining essential back-office tasks, from finance to inventory management, allowing professionals to focus on quality and service.

Oct 76 min read

Proxy Server Types by Network, Cost, and Anonymity

There are different types of proxy servers, varying by source and price. The most common are residential and datacenter proxies. Proxies can also be classified by network type (mobile, ISP), anonymity (transparent, anonymous, elite), access level (shared, semi-dedicated, dedicated), rotation (static, rotating), or cost (free, paid).

Jul 254 min read

API Regression Testing: Importance & Challenges

Software testers and developers use regression testing to create efficient software programs. Research on the challenges of regression testing shows that it accounts for 80% of the total testing cost, while software testing constitutes 50–60% of the total cost of a project.

Apr 45 min read

Top 10 Data Center Automation Tools & Case Studies

In this article, we will go over seven innovative data center automation tools.

Sep 289 min read

Firewall vs Proxy Firewall: Key Differences in Network Security

Both firewalls and proxy servers secure and manage network traffic, but their functions differ. Firewalls protect systems from malicious traffic and unauthorized access, while proxy servers manage client requests and ensure privacy. This article explores the key differences between firewalls and proxy servers, highlighting their distinct roles in securing and managing network traffic.

Aug 154 min read