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If the internet is a city, mobile apps are its busiest intersections. You wake up and open a fitness app to work out, book a ride to work through a ride-hailing app, and order lunch from a food delivery app, all before 1 PM. Whether you’re shopping, commuting, or winding down with entertainment, apps have […]

TL;DR:  Not long ago, when I started messing around with scraping, I built a Python script to crawl basic sites. I believed the script was pretty good, and objectively, it was. Much to my disappointment, using my crawler was full of difficulty. In your scraping journey, you must’ve shared my frustration. And there’s a good […]

When it comes to sourcing web data, people tend to fall into two camps. One group takes on the burden of building the entire machinery themselves – not out of preference, but because they see no other option. The other focuses on getting the data they need, clean, structured, and ready to use. The first […]

Diseases don’t wait for quarterly reports. Outbreaks, drug reactions, and patient sentiment float online long before being visible in formal datasets.  Smart scraping lets public health systems keep up by converting online chatter into real-time, structured signals. Let’s see how web scraping for healthcare gets the work done. But first, care for a refresher? The […]

Bad news: financial fraud is industrializing.  From synthetic identities to coordinated account takeovers, fraudsters now use automation, AI, and the open web to stay one step ahead. And the numbers back it up: the cost of fraud for U.S. financial services firms has surged to $4.23 for every $1 lost. Traditional defenses, like rules, thresholds […]

The early days of web scraping were simple: a few lines of code could pull everything you needed.  Today’s internet is armed with defenses and built on complex frameworks.  There are several web scraping challenges to bog you down. Scrapers face everything from bot detection to complex site structures. Let’s talk about the biggest challenges […]

Ask anyone what powers ChatGPT, and they’ll probably say ‘AI’ or ‘algorithms’ or something about deep learning. Fair. But what most people miss is the ingredient behind these AI models: data. Mountains of data. Chatbots answering support queries. Recommendation engines that get you. All of it depends on training data: the right kind, in the […]

When most people hear “web scraping,” they think of dynamic pricing engines, SEO hacks, or someone trying to outsmart a paywall. What they don’t picture is a social worker trying to figure out where housing support is most needed or a researcher mapping mental health stigma across Reddit threads. So many social issues we care […]

Screen scraping should be easy. Often, however, it’s not. If you’ve ever used a data extraction software and then spent an hour learning/configuring XPaths and RegEx, you know how annoying web scraping can get. Even if you do manage to pull the data, it takes way more time to structure it than to make the […]