Web Scraping Tutorial
Using Pandas for Web Scraping and Public Health Data
Get tabular information out of web pages just using Pandas and in less than a minute & five lines of Python code.
Tony Paul
I'm a co-founder of Datahut. For 15+ years I've helped enterprise retail and e-commerce teams get decision-ready web data, pricing intelligence, digital shelf analytics, and product data , without turning their engineers into scraper babysitters.
amazon
Build an Amazon Price Tracker with Python Step-by-Step
Everybody loves to get their products on amazon at their lowest prices. I have a bucket list full of electronic gadgets that I am waiting to buy at the right price. Price wars between e-commerce marketplaces are forcing online retailers to change their prices frequently.The intelligent thing would b
Web Scraping Tutorial
IMDB Data Scraping with Python BeautifulSoup and lxml
Web Scraper from Scratch using Python
Ecommerce Data
Scrape eCommerce Websites in Python Using 20 Lines of Code
A few years back, you could build a working e-commerce scraper in about 20 lines of Python. Just requests, BeautifulSoup, done. We wrote a guide on exactly that, and people loved it. Run that same code against a real store today and you will probably get blocked before you read a single product. The
Vendor Evaluation
Web Scraping RFP Template: How to Scope a Project and Evaluate Vendors (2026)
In short: A web scraping RFP (request for proposal) is a document that defines what data you need and asks vendors how they will deliver it. A good one covers four things: the sources and categories to scrape, the fields to extract, how often and in what format, and a vendor questionnaire that asks
explorations
Using Web Scraping to Generate High-Quality Sales Leads
For any business, acquiring new customers is crucial, and the best way to do this is through lead generation. Your sales team can convert as many leads as possible, but it's a challenge to get thousands of potential customers if your company has limited resources. The process of capturing several t
explorations
How Startups Can Boost Sales Productivity Effectively
If you're a startup founder, one of your responsibilities is to ensure that your team can handle the workload so that you can focus on the more important aspects of running the business. Since sales is one of the biggest components in driving profitability, your sales team must be performing at its
Ecommerce Data
Common Pricing Mistakes Online Retailers Must Avoid
In today's world, there are more than 1 billion online shoppers, and that number is only projected to grow. With so many people buying online, it's always hard for an online retailer to know what pricing strategy suits their products the best. There is no sure-shot way to ascertain the most effecti
dropshipping
How Web Scraping Tools Can Grow Your Dropshipping Business
Dropshipping is a retail fulfillment method where a store doesn’t keep the products it sells in stock. Instead, when a store sells a product using the dropshipping model, it purchases the item from a third party and has it shipped directly to the customer. As a result, the seller doesn’t have to h
data-quality
Fix Data Quality Issues in Ecommerce Web Scraping
Scraping eCommerce data to develop factual and reliable strategies for eCommerce businesses is becoming the need of the hour. How would you understand exactly how well your website – or your entire business – is performing if you don't have reliable data? Therefore, data must be central to your eCom
Ecommerce Data
How SEO Data Scraping Drives Ecommerce Business Growth
In this digital realm, every business, regardless of its time of existence, size, and vision, must demonstrate it's worth online. A customer seeking a product or a service online does not go beyond the first three pages of a search query. Thus, they are likely to find what they are looking for on th
Ecommerce Data
Holiday Pricing Strategies to Maximize Ecommerce Sales
The 2020 holiday season was extraordinary. Ecommerce specialists had been trying to predict record eCommerce sales for months. And anyway, the COVID-19 pandemic prevented many people from seeing their loved ones or buying stuff in physical stores. Many of those forecasts came true. Through 2020, U.S