#web-scraping

123 guides

Web Scraping Tools (2026): A Practical Buyer’s Guide
A no-fluff 2026 guide to web scraping tools: Requests/BS4 vs Scrapy vs Playwright vs SaaS APIs. Includes a decision framework, comparison tables, and what to use for common scenarios.
Scrape UK Property Prices from Rightmove with Python (Sold Prices Dataset + Screenshots)
Build a Rightmove sold-prices dataset builder in Python: fetch HTML reliably, parse listing cards, follow pagination, enrich details pages, and export a clean CSV/JSONL. Includes proof screenshots and a resilient request layer with ProxiesAPI.
Scrape UK Property Prices from Rightmove (Dataset Builder + Screenshots)
Build a repeatable sold-prices dataset from Rightmove with Python + ProxiesAPI: crawl sold listings, paginate, fetch property details, and save a clean CSV/JSONL. Includes a screenshot capture step.
Mobile Proxy vs Residential Proxy: What’s the Real Difference?
A practical comparison of mobile proxies vs residential proxies: how they work, typical block rates, rotation behavior, cost drivers, and what to test before you buy.
Web Scraping Tools (2026): The Buyer’s Guide — What to Use and When
A practical guide to choosing web scraping tools in 2026: browser automation vs frameworks vs no-code extractors vs hosted scraping APIs — plus cost, reliability, and when proxies matter.
Web Scraping with Go (Colly Framework): Complete Guide
Learn web scraping in Go using Colly: selectors, concurrency, rate limits, retries, and exporting to JSON/CSV. Includes a practical ProxiesAPI integration pattern for more reliable crawling.
Web Scraping with JavaScript and Node.js: Full Tutorial (2026)
A practical web scraping tutorial for JavaScript/Node.js using fetch + Cheerio, with pagination, retries, CSV export, and ProxiesAPI integration for more reliable crawling.
Web Scraping Dynamic Content: How to Handle JavaScript-Rendered Pages
Decision tree for JS sites: XHR capture, HTML endpoints, or headless—plus when proxies matter.
Scrape Costco Product Prices with Python (Search + Pagination + Product Pages)
Build a repeatable Costco price dataset from search → listings → product pages, with ProxiesAPI + retries.
eBay Price Tracker: How to Monitor Prices Automatically
End-to-end tracker blueprint: URLs → scrape → normalize → alerting, with practical rate limiting + proxies.
Anti-Detect Browsers Explained: What They Are and When You Need One
Anti-detect browsers help manage browser fingerprints for multi-account workflows. Learn what they actually do, when they’re useful for scraping, and when proxies + good hygiene is enough.
Web Scraping with VBA: Extract Website Data into Excel (with Proxies + Retry Logic)
A pragmatic VBA web scraping guide for Excel: HTTP requests, HTML parsing, pagination, retries, and how to route requests through a ProxiesAPI proxy when sites block you.
Web Scraping with JavaScript and Node.js: Full Tutorial (2026)
A modern Node.js scraping toolkit: fetch + parse with Cheerio, render JS sites with Playwright, add retries/backoff, and integrate ProxiesAPI for proxy rotation. Includes comparison table and production checklists.
How to Scrape Data Without Getting Blocked: A Practical Playbook
A no-fluff anti-blocking guide: rate limits, fingerprints, retries/backoff, header hygiene, caching, and when proxy rotation (ProxiesAPI) is the simplest fix. Includes comparison tables and checklists.
Web Scraping with JavaScript and Node.js: A Full 2026 Tutorial
A practical Node.js guide (fetch/axios + Cheerio, plus Playwright when needed) with proxy + anti-block patterns.
How to Scrape Data Without Getting Blocked: A Practical Playbook
The anti-block basics: headers, cookies, pacing, fingerprints, detecting blocks, and when to switch to headless + proxies.
eBay Price Tracker: How to Monitor Prices Automatically (Alerts, History, and Data Model)
A practical blueprint for tracking eBay prices at scale: what to scrape, how to normalize variants, and how to store history for alerts and dashboards.
Screen Scraping vs API: When to Use What
A decision framework for choosing between scraping and APIs—by cost, reliability, time-to-data, and real failure modes (with practical mitigation patterns).
Node.js Web Scraping with Cheerio: Quick Start Guide
A practical Cheerio + HTTP quick start: fetch with retries, parse real HTML selectors, paginate, and scale reliably with ProxiesAPI.
Screen Scraping vs API (2026): When to Use Which (Cost, Reliability, Time-to-Data)
A practical decision framework for choosing screen scraping vs APIs: cost, reliability, time-to-data, maintenance burden, and common failure modes. Includes real examples and a comparison table.
Best SERP APIs Compared (2026): Pricing, Speed, Accuracy, and When to Use Each
A practical SERP API comparison for 2026: pricing models, geo/device support, parsing accuracy, anti-bot reliability, and how to choose based on volume and use case. Includes a decision framework and comparison tables.
Scrape Vinted Listings with Python: Search, Prices, Images, and Pagination
Build a dataset from Vinted search results (title, price, size, condition, seller, images) with a production-minded Python scraper + a proxy-backed fetch layer via ProxiesAPI.
Node.js Web Scraping with Cheerio: Quick Start Guide (Requests + Proxies + Pagination)
Learn Cheerio by building a reusable Node.js scraper: robust fetch layer (timeouts, retries), parsing patterns, pagination, and where ProxiesAPI fits for stability.
How to Scrape Walmart Grocery Prices with Python (Search + Product Pages)
Build a practical Walmart grocery price scraper: search for items, follow product links, extract price/size/availability, and export clean JSON. Includes ProxiesAPI integration, retries, and selector fallbacks.
How to Scrape G2 Software Reviews (Ratings, Pros/Cons) with Python + ProxiesAPI
A production-grade G2 reviews scraper: discover review pages, paginate safely, extract rating + pros/cons + metadata, and export a clean dataset. Includes retries, backoff, and a JSONL exporter.
Cloudflare Error 520 When Scraping: What It Means + 9 Fixes That Actually Work
Error 520 is Cloudflare’s generic 'unknown origin' failure. Here’s how to diagnose it (vs 403/1020/524) and fix it with TLS hygiene, headers, session handling, retries, and proxy rotation patterns using ProxiesAPI.
Scrape Expedia Flight and Hotel Data with Python (Step-by-Step)
A practical Expedia scraper in Python using Playwright: open search results, extract hotel cards (and where flight offers live), paginate safely, and export clean JSON/CSV. Includes ProxiesAPI-friendly network patterns and a screenshot.
How to Scrape Google Finance Data with Python (Quotes, News, and Historical Prices)
Scrape Google Finance quote pages for price, key stats, news headlines, and a simple historical price series with Python. Includes selector-first HTML parsing, CSV export, and block-avoidance tactics (timeouts, retries, and ProxiesAPI-friendly patterns).
Async Web Scraping in Python: asyncio + aiohttp (Concurrency Without Getting Banned)
Learn production-grade async scraping in Python with asyncio + aiohttp: bounded concurrency, per-host limits, retry/backoff, timeouts, and proxy rotation patterns. Includes a complete working crawler template.
Web Scraping with Scrapy: Getting Started Guide (2026)
A practical Scrapy starter for 2026: selectors, pagination, pipelines, exports, and adding proxy rotation the right way (including ProxiesAPI).
Scrape Glassdoor Salaries and Reviews (Python + ProxiesAPI)
Extract Glassdoor company reviews and salary ranges more reliably: discover URLs, handle pagination, keep sessions consistent, rotate proxies when blocked, and export clean JSON.
Scrape Product Comparisons from CNET (Python + ProxiesAPI)
Collect CNET comparison tables and spec blocks, normalize the data into a clean dataset, and keep the crawl stable with retries + ProxiesAPI. Includes screenshot workflow.
Free Web Scraping Tools: 10 Options That Actually Work
A grounded list of free web scraping tools that you can use today — with real limits, tradeoffs, and when you should upgrade to paid proxies/APIs.
ISP Proxies Explained: When Datacenter and Residential Aren’t Enough
What ISP proxies are, when they outperform datacenter/residential, tradeoffs, and how to rotate them safely for scraping at scale.
How to Scrape Etsy Product Listings with Python (ProxiesAPI + Pagination)
Extract title, price, rating, and shop info from Etsy search pages reliably with rotating proxies, retries, and pagination.
How to Build a Job Board by Scraping Indeed + LinkedIn (Pipeline + Deduping)
A practical architecture for collecting job posts, normalizing fields, deduping, enriching, and refreshing—without your scraper getting blocked immediately.
Web Scraping in Excel: 5 Ways to Import Website Data into Spreadsheets (Power Query + Python)
A practical guide to web scraping in Excel: Power Query, built-in functions, Office Scripts, VBA, and a proxy-backed Python helper for reliable scheduled imports.
Scrape Stock Prices and Financial Data with Python (Yahoo Finance) + ProxiesAPI
Build a daily stock-price dataset from Yahoo Finance: quote pages → parsed fields → CSV/SQLite, with retries, proxy rotation, and polite pacing.
Playwright vs Selenium vs Puppeteer for Web Scraping (2026): Speed, Stealth, and When to Use Each
A practical 2026 decision guide comparing Playwright, Selenium, and Puppeteer for scraping: performance, detection risk, ecosystem, and real-world architecture patterns.
Scrape Sports Scores from ESPN (Python + ProxiesAPI)
Fetch ESPN’s scoreboard page, parse games + teams + scores into a clean table, then export CSV/JSON. Includes a screenshot and a resilient parsing strategy.
Scrape Podcast Data from Apple Podcasts: Charts + Episode Metadata (Python + ProxiesAPI)
Scrape Apple Podcasts chart pages, extract show details, then pull episode metadata into a clean dataset. Includes screenshot + robust parsing with fallbacks.
Data Scraping for E-Commerce: Price Monitoring + Competitive Intel (2026 Playbook)
A tactical workflow for building a price-monitoring pipeline: targets, cadence, dedupe, alerts, and how to keep the crawl stable in 2026.
Web Scraping with C# and HtmlAgilityPack: A Practical 2026 Tutorial
A from-scratch C# web scraping tutorial using HttpClient + HtmlAgilityPack: requests, parsing, pagination, and exporting to CSV/JSON. Includes reliability patterns and when to add a proxy layer like ProxiesAPI.
Best Web Scraping Services: When to DIY vs Outsource (and What It Costs)
A practical 2026 decision guide to the best web scraping services: when to build in-house vs outsource, pricing models, evaluation checklist, and a side-by-side comparison table.
Web Scraping with Rust: reqwest + scraper Crate Tutorial (2026)
A practical Rust scraping guide: fetch pages with reqwest, rotate proxies, parse HTML with the scraper crate, handle retries/timeouts, and export structured data.
How to Scrape Walmart Product Data at Scale (Python + ProxiesAPI)
Extract product title, price, availability, and rating from Walmart product pages using a session + retry strategy. Includes a real screenshot and production-ready parsing patterns.
How to Scrape LinkedIn Job Postings (Public Jobs) with Python + ProxiesAPI
Collect role, company, location, and posted date from LinkedIn public job pages (no login) using robust HTML parsing, retries, and a clean export format. Includes a real screenshot.
Google Trends Scraping: API Options and DIY Methods (2026)
Compare official and unofficial ways to fetch Google Trends data, plus a DIY approach with throttling, retries, and proxy rotation for stability.
Scrape Restaurant Data from TripAdvisor (Reviews, Ratings, and Locations)
Build a practical TripAdvisor scraper in Python: discover restaurant listing URLs, extract name/rating/review count/address, and export clean CSV/JSON with ProxiesAPI in the fetch layer.
Minimum Advertised Price (MAP) Monitoring: Tools, Workflows, and Data Sources
A practical MAP monitoring playbook for brands and channel teams: what to track, where to collect evidence, how to handle gray areas, and how to automate alerts with scraping + APIs (without getting blocked).
Is Web Scraping Legal in 2026? Practical Rules for Founders (US/EU)
A founder-focused, plain-English guide to scraping legality in 2026: contracts vs copyright, ToS and robots, public vs private data, PII, rate limits, and how to reduce risk in the US and EU.
How to Scrape Twitter/X in 2026: What Still Works (and What Doesn’t)
A practical decision guide for collecting posts and profiles in 2026: official APIs, third-party data providers, and cautious scraping approaches. Includes constraints, tradeoffs, and an architecture that won’t crumble.
How to Scrape Eventbrite Events (Python + ProxiesAPI)
Collect event name, date/time, venue, price, organizer, and event URL from Eventbrite category/location searches. Includes pagination + detail-page enrichment.
How to Scrape Cars.com Used Car Prices (Python + ProxiesAPI)
Extract listing title, price, mileage, location, and dealer info from Cars.com search results + detail pages. Includes selector notes, pagination, and a polite crawl plan.
Best Mobile 4G Proxies for Web Scraping (2026): When You Need Them + Top Options
Mobile 4G/LTE proxies can dramatically reduce blocks on sensitive targets (social, classifieds), but they’re expensive and slower. Learn when they’re worth it, what to ask vendors, and how to choose.
Web Scraping with Ruby: Nokogiri + HTTParty Tutorial (2026)
A practical Ruby scraping guide: fetch pages with HTTParty, parse HTML with Nokogiri, handle pagination, add retries, and rotate proxies responsibly.
Scrape BBC News Headlines & Article URLs (Python + ProxiesAPI)
Fetch BBC News pages via ProxiesAPI, extract headline text + canonical URLs + section labels, and export to JSONL. Includes selector rationale and a screenshot.
How to Scrape Shopify Stores: Products, Prices, and Inventory (2026)
Practical Shopify scraping patterns: discover product JSON endpoints, paginate collections, extract variants + availability, and reduce blocks while staying ethical.
Scrape GitHub Repository Data (Stars, Releases, Issues) with Python + ProxiesAPI
Scrape GitHub repo pages as HTML (not just the API): stars, forks, open issues/PRs, latest release, and recent issues. Includes defensive selectors, CSV export, and a screenshot.
How to Scrape Google Search Results with Python (Without Getting Blocked)
A practical SERP scraping workflow in Python: handle consent/interstitials, parse organic results defensively, rotate IPs, backoff on blocks, and export clean results. Includes a ProxiesAPI-backed fetch layer.
Scrape GitHub Repository Data (Stars, Releases, Issues) with Python + ProxiesAPI
Scrape GitHub repo metadata from HTML (not just the API): stars, forks, latest release, open issues, and pull requests. Includes a ProxiesAPI fetch layer, safe parsing, and CSV export + screenshot.
Scraping Airbnb Listings: Pricing, Availability, and Reviews (What’s Possible in 2026)
A realistic guide to scraping Airbnb in 2026: what you can collect from search + listing pages, what’s hard, and how to reduce blocks with careful crawling and a proxy layer.
How to Scrape Craigslist Listings by Category and City (Python + ProxiesAPI)
Pull Craigslist listings for a chosen city + category, normalize fields, follow listing pages for details, and export clean CSV with retries and anti-block tips.
How to Scrape ArXiv Papers (Search + Metadata + PDFs) with Python + ProxiesAPI
Search arXiv, collect paper metadata, and download PDFs reliably with retries, rate limiting, and a network layer you can route through ProxiesAPI.
Best Free Proxy Lists for Web Scraping (and Why They Usually Fail)
A practical look at free proxy lists: what’s actually usable, how to test them, and why production scraping needs a more reliable network layer.
Web Scraping with PHP: cURL + DOMDocument Tutorial (2026)
A practical web scraping php starter: fetch HTML with cURL, parse with DOMDocument/XPath, and scale safely with retries and ProxiesAPI.
Scrape Wikipedia Article Data at Scale (Tables + Infobox + Links)
Extract structured fields from many Wikipedia pages (infobox + tables + links) with ProxiesAPI + Python, then save to CSV/JSON.
How to Scrape Business Reviews from Yelp (Python + ProxiesAPI)
Extract Yelp search results and business-page review snippets with Python. Includes pagination, resilient selectors, retries, and a clean JSON/CSV export.
How to Scrape Apartment Listings from Apartments.com (Python + ProxiesAPI)
Scrape Apartments.com listing cards and detail-page fields with Python. Includes pagination, resilient parsing, retries, and clean JSON/CSV exports.
What Is Web Scraping? A Plain-English Guide for 2026 (With Real Examples)
A beginner-friendly explanation of what web scraping is, how it differs from APIs, common use cases, risks (blocks/legal), and a real end-to-end Python example with ProxiesAPI.
Rotating Proxies Explained: How They Work + When You Need Them for Web Scraping
A practical guide to rotating proxies: what rotation means, common rotation patterns, sticky vs per-request IPs, and how to decide if rotating proxies are worth it for your scraper.
How to Scrape Booking.com Hotel Prices with Python (Using ProxiesAPI)
Extract hotel names, nightly prices, review scores, and basic availability fields from Booking.com search results using Python + BeautifulSoup, with ProxiesAPI for more reliable fetching.
How to Scrape AutoTrader Used Car Listings with Python (Make/Model/Price/Mileage)
Scrape AutoTrader search results into a clean dataset: title, price, mileage, year, location, and dealer vs private hints. Includes ProxiesAPI fetch, robust selectors, and export to JSON.
Web Scraping with Python: The Complete 2026 Tutorial
A from-scratch, production-minded guide to web scraping in Python: requests + BeautifulSoup, pagination, retries, caching, proxies, and a reusable scraper template.
Scrape Product Data from Amazon (with Python + ProxiesAPI)
Extract Amazon product title, price, rating, and availability from a product page using requests + BeautifulSoup, with retries and proxy-backed fetching via ProxiesAPI.
How to Scrape E-Commerce Websites: A Practical Guide
A practical playbook for ecommerce scraping: category discovery, pagination patterns, product detail extraction, variants, rate limits, retries, and proxy-backed fetching with ProxiesAPI.
Build a Job Board with Data from Indeed (Python scraper tutorial)
Scrape Indeed job listings (title, company, location, salary, summary) with Python (requests + BeautifulSoup), then save a clean dataset you can render as a simple job board. Includes pagination + ProxiesAPI fetch.
Retry Policies for Web Scrapers: What to Retry vs Fail Fast
Learn a production-safe retry strategy with status-code rules, backoff, and a Python helper you can drop into any scraper.
How to Scrape Wikipedia Tables into CSV with Python
Turn messy HTML tables into structured datasets you can analyze with pandas in minutes.
How to Scrape Trustpilot Reviews for Any Company
Pull ratings, dates, reviewer names, and review text into a clean CSV for reputation monitoring.
ScrapingBee Pricing: Best Alternatives and When to Use Each
A practical guide to ScrapingBee pricing, alternatives, and when a simpler proxy API may be a better fit for your scraping workload.
Soft-Block Detection for Web Scraping (Python): Catch ‘HTTP 200 but Wrong Page’
Most scrapers fail silently: the request succeeds but the HTML is a block/consent/login page. Here’s how to detect soft-blocks before parsing.
How to Scrape GitHub Trending with Python (and Export to CSV/JSON)
A practical GitHub Trending scraper: fetch the Trending page, extract repo names + language + stars, and export a clean dataset.
How to Scrape GitHub Releases with Python (Versions + Notes + Diffs)
Scrape a GitHub Releases page, extract versions and release notes, and store structured data so you can alert on changes.
Free Proxy Lists vs a Proxy API: Why Free Breaks in Production
Free proxies look attractive — until your scraper scales. Here’s what fails first, what a proxy API actually fixes, and how to choose the right setup.
Scrape a WordPress Site via sitemap_index.xml (Python): Crawl, Extract, Dedupe, Export
A production-grade, sitemap-first WordPress scraper in Python (no guessed selectors): crawl sitemaps, fetch posts, extract clean text + metadata, and export to CSV/JSON.
How to Scrape IMDb Top 250 with Python (Without Guessing Selectors)
A real-world IMDb scraping tutorial covering browser-rendered HTML, verified selectors, sample output, and why naive requests can fail.
Scrape Government Contract Opportunities from SAM.gov (Python + ProxiesAPI)
Build a reliable scraper for SAM.gov contract opportunities: crawl search results, paginate, extract listing cards, fetch detail pages, and export CSV/JSON. Includes retry logic and a screenshot step for proof.
Scrape Pinterest Images and Pins (Search + Board URLs) with Python + ProxiesAPI
Extract pin titles, image URLs, outbound links, and board metadata from Pinterest search + board pages with pagination, retries, and defensive parsing. Includes a screenshot of the target UI.
Scrape Netflix Catalogue Data with Python + ProxiesAPI (Titles, Genres, Availability)
Build a repeatable Netflix title dataset from listing pages: extract title rows, handle pagination defensively, dedupe, and export clean JSONL. Includes a screenshot of the target UI.
Scrape Government Contract Opportunities from SAM.gov (Python + ProxiesAPI)
Pull contract opportunity listings from SAM.gov into a clean CSV: pagination, robust retries, request headers, and an honest ProxiesAPI integration to reduce throttling.
Scrape UK Property Prices from Rightmove Sold Prices (Python + Dataset Builder)
Build a repeatable sold-prices dataset from Rightmove: search pages → listing IDs → sold history. Includes pagination, dedupe, retries, and an honest ProxiesAPI integration for stability.
Scrape Shopee Product Listings with Python (ProxiesAPI)
Fetch Shopee product pages through ProxiesAPI, extract title/price/sold count from HTML, and export results to CSV. Includes a screenshot + a production-ready fetch layer with retries.
Scrape Marktplaats.nl Listings with Python (ProxiesAPI)
Build a Netherlands classifieds scraper: fetch search pages via ProxiesAPI, paginate results, extract title/price/location/URL, and export a clean dataset. Includes a screenshot and a robust parsing strategy.
Scrape Google Scholar Search Results with Python (Titles, Authors, Citations)
Collect Scholar SERP pages into a clean dataset, handling pagination + lightweight anti-bot tactics.
Scrape Government Contract Data from SAM.gov with Python (Green List #4)
Extract contract opportunity listings from SAM.gov: build a resilient scraper with pagination, retries, and clean JSON/CSV output. Includes a target-page screenshot and ProxiesAPI integration.
Scrape UK Property Prices from Rightmove with Python (Green List #17): Dataset Builder
Build a sold-price dataset from Rightmove: crawl Sold House Prices results, paginate, fetch property pages, and export a clean CSV/JSON. Includes a target-page screenshot and ProxiesAPI integration.
Scrape Numbeo Cost of Living Data with Python (cities, indices, and tables)
Extract Numbeo cost-of-living tables into a structured dataset (with a screenshot), then export to JSON/CSV using ProxiesAPI-backed requests.
Scrape Stack Overflow Questions and Answers by Tag (Python + ProxiesAPI)
Extract Stack Overflow question lists and accepted answers for a tag with robust retries, respectful rate limits, and a validation screenshot. Export to JSON/CSV.
Scrape Flight Prices from Google Flights (Python + ProxiesAPI)
Build a routes→prices dataset from Google Flights with pagination-safe requests, retries, and a proof screenshot. Includes export to CSV/JSON and pragmatic anti-blocking guidance.
Scrape Stack Overflow Questions and Answers by Tag (Python + ProxiesAPI)
Crawl tag pages + question detail pages, extract accepted answers, and handle pagination + rate limits.
Scrape Flight Prices from Google Flights (Python + ProxiesAPI)
Pull routes + dates, parse price cards reliably, and export a clean dataset with retries + proxy rotation.
Scrape Google Scholar Search Results with Python (Authors, Citations, and Year)
Build a repeatable Scholar scraper for queries + pagination, extracting title, authors, venue, year, and citation count. Includes anti-block hygiene and honest notes on limits.
Scrape Rightmove Sold Prices (Second Angle): Price History Dataset Builder
Build a clean Rightmove sold-price history dataset with dedupe + incremental updates, plus a screenshot of the sold-price flow and ProxiesAPI-backed fetching.
Scrape Patreon Creator Data with Python (Profiles, Tiers, Posts)
Extract Patreon creator metadata, membership tiers, and recent public posts with a screenshot-first workflow, robust retries, and ProxiesAPI-backed requests.
Scrape Vinted Listings with Python: Search → Listings → Images (with ProxiesAPI)
Build a production-grade Vinted scraper: run a search, paginate results, fetch listing detail pages, and extract image URLs reliably. Includes a target-page screenshot and ProxiesAPI integration.
Scrape Rightmove Sold Prices with Python: Sold Listings + Price History Dataset (with ProxiesAPI)
Build a Rightmove Sold Prices scraper: crawl sold-property results, paginate, fetch property detail pages, and normalize into a clean dataset. Includes a target-page screenshot and ProxiesAPI integration.
Scrape TripAdvisor Hotel Reviews with Python (Pagination + Rate Limits)
Extract TripAdvisor hotel review text, ratings, dates, and reviewer metadata with a resilient Python scraper (pagination, retries, and a proxy-backed fetch layer via ProxiesAPI).
Scrape Reddit Forum Data with Python: Posts, Comments, and Pagination
Scrape subreddit listing pages and comment threads with Python (requests + BeautifulSoup) using the old.reddit.com HTML, plus safe pagination, retry/backoff, and ProxiesAPI-friendly request patterns. Includes a screenshot.
Scrape NBA Scores and Standings from ESPN with Python (Box Scores + Schedule)
Build a clean dataset of today’s NBA games and standings from ESPN pages using robust selectors and proxy-safe requests.
Scrape Google Maps Business Listings with Python: Search → Place Details → Reviews (ProxiesAPI)
Extract local leads from Google Maps: search results → place details → reviews, with a resilient fetch pipeline and a screenshot-driven selector approach.
Scrape Book Data from Goodreads (Titles, Authors, Ratings, and Reviews)
A practical Goodreads scraper in Python: collect book title/author/rating count/review count + key metadata using robust selectors, ProxiesAPI in the fetch layer, and export to JSON/CSV.
Scrape Live Stock Prices from Yahoo Finance (Python + ProxiesAPI)
Fetch Yahoo Finance quote pages via ProxiesAPI, parse price + change + market cap, and export clean rows to CSV. Includes selector rationale and a screenshot.
Scrape Real Estate Listings from Realtor.com (Python + ProxiesAPI)
Extract listing URLs and key fields (price, beds, baths, address) from Realtor.com search results with pagination, retries, and a ProxiesAPI-backed fetch layer. Includes selectors, CSV export, and a screenshot.
Scrape IMDb Top 250 Movies into a Dataset
Pull rank, title, year, rating, and votes into clean CSV/JSON for analysis with working Python code.
Scrape OpenStreetMap Wiki pages with Python
Collect category pages and linked wiki entries into a structured index for research or monitoring.
How to Scrape the Python Docs Module Index with Python
Build a searchable dataset from the Python docs module index using Python and BeautifulSoup.
How to Scrape MDN Docs Pages with Python
Extract headings and table-of-contents structure from MDN docs pages with Python and BeautifulSoup.
How to Scrape PyPI Project Pages with Python
Fetch PyPI project pages and extract package metadata like version, description, and classifiers with Python and BeautifulSoup.
How to Scrape npm Package Pages with Python
Scrape npm package pages to extract version, description, and package metadata with Python and BeautifulSoup.
Scrape Stack Overflow Questions by Tag with Python (No API): Titles, Votes, Answers
A practical Stack Overflow scraper that collects questions from a tag page (e.g. web-scraping), follows pagination, extracts key fields, and exports to CSV/JSON.
Retries, Timeouts, and Backoff for Web Scraping (Python): Production Defaults That Work
Most scrapers fail because of networking, not parsing. Here are sane timeout defaults, a retry policy that won’t DDoS a site, and a drop-in requests/httpx implementation.
How to Scrape Hacker News (HN) with Python: Stories + Pagination + Comments
A production-grade Hacker News scraper: parse the real HTML, crawl multiple pages, extract stories and comment threads, and export clean JSON. Includes terminal-style runs and selector rationale.