tutorial

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.

Build a production-grade SAM.gov contract opportunities dataset builder: query the official Opportunities API, paginate results, normalize fields, and export JSONL/CSV. Includes proof screenshots, retry logic, and where ProxiesAPI fits when you also crawl linked docs.

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.

Build a repeatable Costco price dataset from search → listings → product pages, with ProxiesAPI + retries.

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.

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.

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.

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.

Extract Glassdoor company reviews and salary ranges more reliably: discover URLs, handle pagination, keep sessions consistent, rotate proxies when blocked, and export clean JSON.

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.

Extract title, price, rating, and shop info from Etsy search pages reliably with rotating proxies, retries, and pagination.

Build a daily stock-price dataset from Yahoo Finance: quote pages → parsed fields → CSV/SQLite, with retries, proxy rotation, and polite pacing.

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 Apple Podcasts chart pages, extract show details, then pull episode metadata into a clean dataset. Includes screenshot + robust parsing with fallbacks.

Build a daily FX dataset (USD/EUR/INR) by scraping a public rates table into a clean time series CSV, with basic validation, retries/timeouts, and a ProxiesAPI-ready fetch layer. Includes a screenshot of the source page.

Build a small daily FX dataset pipeline: fetch exchange rates, validate values, write CSV/JSON, and keep it running with retries. Includes a ProxiesAPI-ready network layer.

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.

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.

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.

Collect event name, date/time, venue, price, organizer, and event URL from Eventbrite category/location searches. Includes pagination + detail-page enrichment.

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.

Fetch BBC News pages via ProxiesAPI, extract headline text + canonical URLs + section labels, and export to JSONL. Includes selector rationale and a screenshot.

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.

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.

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.

Search arXiv, collect paper metadata, and download PDFs reliably with retries, rate limiting, and a network layer you can route through ProxiesAPI.

Extract structured fields from many Wikipedia pages (infobox + tables + links) with ProxiesAPI + Python, then save to CSV/JSON.

Build a lightweight weather dataset pipeline: geocode a city, fetch forecasts from Open-Meteo, add caching + retries, and export clean JSON/CSV.

Extract Yelp search results and business-page review snippets with Python. Includes pagination, resilient selectors, retries, and a clean JSON/CSV export.

Scrape Apartments.com listing cards and detail-page fields with Python. Includes pagination, resilient parsing, retries, and clean JSON/CSV exports.

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.

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.

Extract Amazon product title, price, rating, and availability from a product page using requests + BeautifulSoup, with retries and proxy-backed fetching via ProxiesAPI.

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.

Turn messy HTML tables into structured datasets you can analyze with pandas in minutes.

Pull ratings, dates, reviewer names, and review text into a clean CSV for reputation monitoring.

A practical GitHub Trending scraper: fetch the Trending page, extract repo names + language + stars, and export a clean dataset.

Scrape a GitHub Releases page, extract versions and release notes, and store structured data so you can alert on changes.

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.

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.

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.

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.

Pull contract opportunity listings from SAM.gov into a clean CSV: pagination, robust retries, request headers, and an honest ProxiesAPI integration to reduce throttling.

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.

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.

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.

Collect Scholar SERP pages into a clean dataset, handling pagination + lightweight anti-bot tactics.

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.

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.

Extract Numbeo cost-of-living tables into a structured dataset (with a screenshot), then export to JSON/CSV using ProxiesAPI-backed requests.

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.

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.

Crawl tag pages + question detail pages, extract accepted answers, and handle pagination + rate limits.

Pull routes + dates, parse price cards reliably, and export a clean dataset with retries + proxy rotation.

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.

Build a clean Rightmove sold-price history dataset with dedupe + incremental updates, plus a screenshot of the sold-price flow and ProxiesAPI-backed fetching.

Extract Patreon creator metadata, membership tiers, and recent public posts with a screenshot-first workflow, robust retries, and ProxiesAPI-backed requests.

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.

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.

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 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.

Build a clean dataset of today’s NBA games and standings from ESPN pages using robust selectors and proxy-safe requests.

Extract local leads from Google Maps: search results → place details → reviews, with a resilient fetch pipeline and a screenshot-driven selector approach.

Extract Target product-page data (title, price, availability) into clean JSON/CSV with resilient parsing, retries/timeouts, and a ProxiesAPI-ready fetch layer. Includes a screenshot of the page we scrape.

End-to-end Target product-page scraper that extracts title, price, and availability with robust parsing, retries, and CSV export. Includes ProxiesAPI-ready request patterns and a screenshot of the page we scrape.

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.

Fetch Yahoo Finance quote pages via ProxiesAPI, parse price + change + market cap, and export clean rows to CSV. Includes selector rationale and a screenshot.

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.

Pull rank, title, year, rating, and votes into clean CSV/JSON for analysis with working Python code.

Collect category pages and linked wiki entries into a structured index for research or monitoring.

Build a searchable dataset from the Python docs module index using Python and BeautifulSoup.

Extract headings and table-of-contents structure from MDN docs pages with Python and BeautifulSoup.

Fetch PyPI project pages and extract package metadata like version, description, and classifiers with Python and BeautifulSoup.

Scrape npm package pages to extract version, description, and package metadata with Python and BeautifulSoup.

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.

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.