Project Knowledgebase

The best way to learn web scraping is to do it! This directory contains example projects and ideas for web scraping that you can use to practice your skills and learn new techniques.

At Scrapfly we host several tools for learning web scraping:

  • Scrapfly Academy - a collection of web scraping courses and tutorials that cover various topics, from beginner to advanced.
  • web-scraping.dev - a mock website that implements common web development patterns encountered in real life web scraping. This is a great place to test your web scraping skills and learn how to scrape real websites.
  • Scrapfly Scrapeground - a collection of real world web scraping projects that you can use as examples and inspiration for your own projects.

See below for more on web scraping projects and ideas 👇

Articles Related to Project

How to Power-Up LLMs with Web Scraping and RAG

In depth look at how to use LLM and web scraping for RAG applications using either LlamaIndex or LangChain.

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PYTHON
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How to Power-Up LLMs with Web Scraping and RAG

How to Build Minimum Advertised Price (MAP) Monitoring Tool

Learn what minimum advertised price monitoring is and how to apply its concept using Python web scraping.

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How to Build Minimum Advertised Price (MAP) Monitoring Tool

How to Track Competitor Prices Using Web Scraping

In this web scraping guide, we'll explain how to create a tool for tracking competitor prices using Python. It will scrape specific products from different providers, compare their prices and generate insights.

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How to Track Competitor Prices Using Web Scraping

Intro to Using Web Scraping For Sentiment Analysis

In this article, we'll explore using web scraping for sentiment analysis. We'll start by defining sentiment analysis and then walk through a practical example of performing sentiment analysis on web-scraped data with community Python libraries.

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AI
PYTHON
Intro to Using Web Scraping For Sentiment Analysis

How to Build a Price Tracker Using Python

Extracting price data from websites is a popular web scraping use-case for e-commerce businesses. Learn how to create a price scraper using Python. It will crawl over pages, extract product data and record historical price changes.

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How to Build a Price Tracker Using Python

How to Scrape Etsy.com Product, Shop and Search Data

In this scrapeguide we're taking a look at Etsy.com - a popular e-commerce market for hand crafted and vintage items. We'll be using Python and HTML parsing to scrape search and product data.

SCRAPEGUIDE
ECOMMERCE
PROJECT
PYTHON
How to Scrape Etsy.com Product, Shop and Search Data

Web Scraping to Google Sheets

Google sheets is an easy to store scraped data. In this tutorial we'll take a look at how to use this free online database for storing scraped data!

PYTHON
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DATA-PARSING
Web Scraping to Google Sheets

How to Scrape Seloger.com - Real Estate Listing Data

Learn about seloger.com web scraping and how to avoid its blocking. You will also learn how to scrape real estate data from seloger.com.

SCRAPEGUIDE
PYTHON
PROJECT
How to Scrape Seloger.com - Real Estate Listing Data

Web Scraping Emails using Python

In this tutorial we'll take a look at email scraping. How to crawl pages and extract email addresses using Python and what are some popular challenges.

PYTHON
DATA-PARSING
PROJECT
Web Scraping Emails using Python

Web Scraping Phone Numbers with Python

In this article we'll dive into phone number scraping. We'll explore an example object and cover common phone number scraping challenges like obfuscation.

PYTHON
DATA-PARSING
PROJECT
Web Scraping Phone Numbers with Python

How to Scrape Google SEO Keyword Data and Rankings

In this article, we’ll take a look at SEO web scraping, what it is and how to use it for better SEO keyword optimization. We’ll also create an SEO keyword scraper that scrapes Google search rankings and suggested keywords.

PYTHON
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SEO
How to Scrape Google SEO Keyword Data and Rankings

How to Observe E-Commerce Trends using Web Scraping

In this example web scraping project we'll be taking a look at monitoring E-Commerce trends using Python, web scraping and data visualization tools.

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How to Observe E-Commerce Trends using Web Scraping

How to Turn Web Scrapers into Data APIs

Delivering web scraped data can be a difficult problem - what if we could scrape data on demand? In this tutorial we'll be building a data API using FastAPI and Python for real time web scraping.

PYTHON
API
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How to Turn Web Scrapers into Data APIs

How to Scrape Algolia Search

In this web scraping tutorial we'll take a look at a search service used in web development - Algolia search API - and how can we scrape it?

PYTHON
HIDDEN-API
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How to Scrape Algolia Search