#csv
68 guides
Scrape Rightmove Sold Prices
Walk through building a sold-price dataset from Rightmove with listing details, pagination, and clean CSV export.
Scrape Financial Data from Yahoo Finance
Extract quote headers, summary statistics, and historical rows from Yahoo Finance into a clean CSV with Python, BeautifulSoup, and a ProxiesAPI-backed fetch layer.
Scrape GitHub Repository Data
Collect GitHub repository metadata, stars, forks, topics, and README-linked context from the public HTML with Python. Includes defensive selectors, CSV export, and a screenshot.
Scrape Book Reviews and Ratings from Goodreads
Extract Goodreads review text, star ratings, review counts, and reviewer metadata for a clean book-sentiment dataset.
Scrape GitHub Pull Requests into a Review Queue (Labels, States, Draft Status)
Build a GitHub pull request queue from public HTML: collect PR titles, numbers, labels, comments, authors, timestamps, and draft status so you can triage reviews without the API.
Scrape Yahoo Finance Earnings Calendar with Python (Dates, EPS Estimates, CSV Export)
Turn Yahoo Finance's earnings calendar into a clean daily dataset you can filter by date, ticker, and surprise expectations.
Scrape IMDb Top 250 into a Weekly Tracker (Rank Changes, Ratings, Votes)
Build a repeatable IMDb Top 250 snapshot pipeline so you can chart rank moves, rating drift, and vote growth over time.
Scrape Secondhand Fashion Listings from Vinted with Python (Search + Pagination + Normalized Output)
Build a practical Vinted scraper: fetch search pages, extract listing cards, follow pagination, normalize results, and export clean JSON/CSV. Includes a screenshot and a ProxiesAPI-ready fetch layer.
Scrape GitHub Issues (Labels, States, Pagination) Into CSV
Build a practical GitHub Issues scraper in Python: parse issue rows, collect labels + state + dates, follow pagination, and export a triage-ready CSV. Includes screenshot + working code.
Scrape Sports Scores from ESPN with Python (Scoreboard API + Normalized CSV)
Build a reliable ESPN scores scraper: pull scoreboard data for multiple sports, normalize teams/scores/status, and export clean CSV/JSON. Includes a screenshot and a ProxiesAPI-ready fetch layer.
Scrape Game Prices and Reviews from Steam with Python (Search + App Pages)
Build a practical Steam scraper: crawl search results, extract title/appid/price/discount/review summary, then enrich each game from its app page. Includes a screenshot and a ProxiesAPI-ready fetch layer.
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.
Scrape Currency Exchange Rates with Python (Daily FX Dataset) + ProxiesAPI
Build a daily FX-rates dataset: scrape a real rates table, validate values, write CSV/JSONL, and keep it running with retries. Includes a ProxiesAPI-ready network layer and a screenshot of the source page.
Scrape Numbeo City Cost-of-Living Comparisons (2-City Diff Tables) with Python
Extract Numbeo city-vs-city cost of living comparison rows into a clean dataset (item, city1, city2, percent diff). Includes screenshot, URL builder, and robust table parsing.
Scrape Goodreads Author Pages: Books, Series, Ratings (ProxiesAPI + Python)
Extract author profile data plus a clean list of books (title, URL, average rating, rating count) from Goodreads author pages. Includes real selectors, retries, and a screenshot.
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.
Scrape Vinted Listings with Python: Search + Pagination + Clean CSV Export
Build a practical Vinted listings scraper: pull search results via Vinted’s internal catalog endpoint, paginate safely, extract price/brand/size/image URLs, and export a clean CSV. Includes a screenshot + ProxiesAPI integration.
Scrape Stack Overflow with Python: Tag Pages + Question Threads + Q/A Export
Build a production-ready Stack Overflow scraper: crawl tag pages, follow question links, extract question + answers + votes, and export JSON/CSV. Includes a screenshot and ProxiesAPI integration hooks.
Scrape Financial Data from Yahoo Finance (Green List site)
Fetch a quote page via ProxiesAPI, parse price + key stats, and export to CSV (with a screenshot).
Scrape eBay Listings and Prices (Green List site)
Scrape search results via ProxiesAPI, extract title/price/url/seller, and save a clean dataset (with a screenshot).
Web Scraping with TypeScript in 2026: Playwright + Cheerio End-to-End Guide
A practical TypeScript scraping pipeline: Playwright for rendering and navigation, Cheerio for fast parsing, plus retries/backoff, queue design, and export to JSON/CSV. Includes proxy-rotation hooks and honest notes on where ProxiesAPI belongs.
Steam Deal Tracker: Scrape Daily Specials + Price Drops (Python + ProxiesAPI)
Scrape Steam specials/search pages via ProxiesAPI, extract discount + price + appid, and persist a daily snapshot to detect price drops. Includes pagination, CSV export, and a screenshot of the target page.
Scrape Shopee Reviews at Scale: Ratings, Review Text, and Product Metadata
Fetch Shopee product metadata + reviews via ProxiesAPI, paginate ratings safely, and export clean JSON/CSV for analysis. Includes robust URL parsing, retry/backoff, and a screenshot of a real product page.
Scrape Live Stock Data from Yahoo Finance with Python (Quotes + Key Stats)
A resilient Yahoo Finance scraper in Python: fetch quote pages via ProxiesAPI, extract live-ish quote fields + key stats from embedded JSON, handle retries, and export to CSV.
Scrape Book Data from Goodreads with Python (List Pages + Pagination)
Scrape Goodreads list pages for title/author/rating/reviews with Python: fetch via ProxiesAPI, parse real HTML selectors, paginate safely, and export CSV/JSON.
Scrape eBay Listings + Sold Prices with Python (Active + Completed Listings)
Build a small eBay dataset (title, price, condition, shipping) from search results, then pull completed/sold prices from the Sold filter. Includes pagination, CSV export, and ProxiesAPI in the fetch layer.
Scrape Craigslist Listings by Category and City (Python + ProxiesAPI)
Build a Craigslist scraper with pagination + dedupe, capture title/price/location/date, export CSV, and keep the fetch layer resilient with ProxiesAPI. Includes a target-page screenshot.
Python BeautifulSoup Tutorial: Scraping Your First Website (2026)
A beginner-friendly BeautifulSoup tutorial: fetch HTML with requests, parse elements with CSS selectors, handle pagination, avoid common pitfalls, and export results. Includes an honest ProxiesAPI section for when you scale.
Scrape Yahoo Finance Top Gainers/Losers Screener with ProxiesAPI (CSV Export)
Scrape Yahoo Finance movers tables (gainers + losers), extract tickers, prices, % change, and volume using stable data-testid anchors, then export to CSV. Includes selector rationale and a screenshot.
Scrape Trustpilot Category Rankings (Top Companies + Ratings) with ProxiesAPI
Extract top companies in a Trustpilot category (name, website, rating, review count) across pages using stable DOM anchors, then export to CSV. Includes selector rationale and a proof screenshot.
Scrape Steam Game Prices + Reviews (Search Results) with Python + ProxiesAPI
Build a practical Steam search scraper: fetch the real HTML, extract game title/appid/price/discount/review summary, and export clean CSV/JSON. Includes a screenshot and a ProxiesAPI-based fetch layer for stability.
Scrape Marktplaats Search Results (Listings) with Python + ProxiesAPI
Build a practical Marktplaats search scraper: fetch the real HTML, extract listing title/price/location/url, and export CSV. Includes a screenshot and a ProxiesAPI-based fetch layer to keep crawls stable.
Scrape App Store Rankings (Python + ProxiesAPI)
Pull Apple App Store top charts and app metadata reliably, export to CSV, and keep runs stable with retries + ProxiesAPI. Includes a screenshot-backed walkthrough.
Scrape Marktplaats Listings with Python (Search + Pagination + CSV Export)
Extract listing title, price, location, and URL from Marktplaats search results with Python + BeautifulSoup. Includes pagination, CSV export, and a ProxiesAPI fetch wrapper for stability.
Scrape Government Contract Data from SAM.gov (Opportunities + Details)
Build an end-to-end SAM.gov scraper: search opportunities, paginate results, fetch detail pages, normalize fields, and export JSON/CSV using ProxiesAPI. Includes screenshots + robust retry patterns.
Scrape UK Property Prices from Rightmove (Dataset Builder)
Build a sold-price dataset from Rightmove: crawl results, follow listing links, extract key fields, handle retries, and export to CSV using ProxiesAPI.
Scrape Craigslist Listings by Category and City (Python + ProxiesAPI)
Build a Craigslist city+category scraper with pagination, dedupe, and CSV export. Includes selectors, anti-block hygiene, and screenshot proof.
Scrape UK Property Prices from Rightmove (Sold Prices Dataset Builder)
Build a repeatable Rightmove sold-prices dataset with pagination, retries, and screenshot proof. Includes a production-ready Python scraper and export to CSV/JSON.
Scrape UK Property Prices from Rightmove (Dataset Builder + Screenshots)
Build a repeatable Rightmove sold-price dataset pipeline in Python: crawl result pages, extract listing URLs, parse sold-price details, and export clean CSV/JSON with retries and politeness.
Scrape Stock Prices and Financial Data with Python (Step-by-Step)
Build a daily stock-price dataset from Stooq (a green-list friendly source): fetch symbols, download historical OHLCV CSVs, handle retries/timeouts, and export clean CSV/SQLite—using ProxiesAPI in the network layer.
Scrape IMDb Top 250 Movies into a Dataset (Python + ProxiesAPI)
Extract IMDb Top 250 movies (rank, title, year, rating, vote count) into clean CSV/JSON — with robust parsing, retries, and polite crawling.
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 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 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 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 Google Scholar Search Results with Python (Titles, Authors, Citations)
Collect Scholar SERP pages into a clean dataset, handling pagination + lightweight anti-bot tactics.
Scrape Costco Product Prices with Python (Search + Pagination + Product Pages)
Build a repeatable Costco price dataset from search → listings → product pages, with ProxiesAPI + retries.
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 Flight Prices from Google Flights (Python + ProxiesAPI)
Pull routes + dates, parse price cards reliably, and export a clean dataset with retries + proxy rotation.
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 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).
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.
Scrape Currency Exchange Rates (USD/EUR/INR) into a Daily Dataset with Python + ProxiesAPI
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.
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 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 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.
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.
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.
Scrape Weather Data for Any City (Open-Meteo)
Build a lightweight weather dataset pipeline: geocode a city, fetch forecasts from Open-Meteo, add caching + retries, and export clean JSON/CSV.
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.
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.
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.
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.
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.