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At a Glance

Key details about this service to help you decide. Generated by Zinn Hub, not the seller.

Tech Stack

Python & Node.js
Built with BeautifulSoup, Scrapy, Playwright, Puppeteer, Cheerio - covering static and JS-heavy sites across both languages.

Anti-Bot Handling

Included (Standard+)
Rotating proxies, User-Agent spoofing, request throttling, headless browser fingerprinting, and 429/503 backoff logic built in.

Output Formats

CSV, JSON, DB, Sheets
Delivers to CSV, JSON, Excel, Google Sheets, PostgreSQL, MySQL, MongoDB, SQLite, or Airtable depending on your package tier.

Scheduling & Monitoring

Premium Tier
Recurring runs via cron, GitHub Actions, or AWS Lambda with change detection, failure alerts, and a Loom pipeline walkthrough included.

What You'll Receive

Formats:
Digital Files
Cloud Link
Written Report
Spreadsheet
Source Files
Custom Code
Delivery Method:
Order Manager
Notes: This Zinn covers the scraping script, data pipeline, and output delivery. If you need the scraped data visualized in a custom dashboard or web app, message me — I quote that separately starting at $300.

Full Description

SCRAPEHUB — Web Scrapers That Actually Get the Data Out

 

Production-grade web scrapers built in Python or Node.js — designed to handle real-world sites, not just tidy HTML demos. Whether the target is a product catalog, a directory, a marketplace, or a JS-heavy single-page app, SCRAPEHUB delivers clean structured data in CSV, JSON, or directly to your database.

 

What gets built:

 

· Single-page extraction — pull structured data from one URL with fields mapped to your spec

· Multi-page crawls — pagination, category traversal, sitemap-driven discovery

· JavaScript-rendered pages — Puppeteer, Playwright, or Selenium for SPAs and dynamic content

· Login-gated content — session handling, cookie management, form submission

· Anti-bot handling — rotating user agents, proxy rotation, request throttling, header spoofing

· CAPTCHA-aware flows — manual-solve integration where required, or third-party solver APIs

· Rate-limit compliance — crawl-delay respect, backoff on 429/503, concurrency tuning

· Data cleaning — deduplication, normalization, field mapping, date and price parsing

· Output formats — CSV, JSON, Excel, Google Sheets, PostgreSQL, MySQL, MongoDB, Airtable

· Scheduled runs — cron jobs, GitHub Actions, or cloud functions for recurring scrapes

· Change detection — flag new, updated, or removed records between runs

· Error logging — structured logs, retry queues, dead-letter handling

 

What makes SCRAPEHUB different:

 

Most scrapers work in a demo and break the moment a site updates its DOM, blocks a user agent, or adds Cloudflare. SCRAPEHUB builds for the messy real world — resilient selectors, retry logic, proxy fallback, structured logging, and clear failure modes so you always know what happened.

 

Sites rarely break cleanly. A selector changes, a field disappears, a page returns 403 instead of data. SCRAPEHUB handles those cases explicitly — logging which records failed and why, rather than silently returning empty rows.

 

Tech stack used:

 

· Languages: Python (BeautifulSoup, Scrapy, Playwright, Selenium, Requests), Node.js (Puppeteer, Cheerio, Playwright, Axios)

· Anti-bot: rotating proxies, User-Agent rotation, headless browser fingerprinting

· Storage: CSV, JSON, Excel, Google Sheets, PostgreSQL, MySQL, MongoDB, SQLite, Airtable

· Scheduling: cron, GitHub Actions, AWS Lambda, Vercel Cron, Railway

· Infra: Docker, VPS (Hetzner, DigitalOcean), AWS, Render

 

Testing & QA coverage:

 

Every scraper ships with a dry-run on a small sample, then a full run with success/failure summary. Output is validated against expected schema — missing fields, duplicate rows, and parse errors are flagged before delivery.

 

Ownership & NDA:

 

Full source code and scraper credentials transfer to the buyer on final delivery. NDA available on request for projects involving sensitive or competitive data collection.

 

Delivery timeline:

Basic: 2–3 days · Standard: 5–7 days · Premium: 10 days

 

What's needed from the buyer to start:

 

1. Target URL(s) or site(s) to scrape

2. Exact fields you need extracted — names, prices, URLs, images, etc.

3. Desired output format — CSV, JSON, Google Sheets, database

4. Whether it's a one-time scrape or a recurring run

 

Let's build it.

 

Send the target site and fields, and a working scraper preview ships in 48 hours — zero upfront, no risk. You see real data extracted from your target site before any payment is due.

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Compare Packages

FeatureBasicStandardPremium
Delivery Time3 days7 days10 days
Revisions235
Full source code + setup✓✓✓
One target URL scraped✓✓✓
Up to 10 fields extracted per item✓✕✕
Static HTML parsing (no JS rendering)✓✓✓
CSV or JSON output✓✕✕
Deduplication + field normalization✓✓✓
Basic error handling and logging✓✓✓
README✓✓✓
Structured error log + retry queue✕✓✓
Multi-page crawl with pagination support✕✓✓
JavaScript-rendered pages (Puppeteer or Playwright)✕✓✓
Anti-bot handling — UA rotation, headers, request throttling✕✓✓
Proxy rotation support✕✓✓
Rate-limit compliance with backoff on 429/503✕✓✓
Up to 25 fields per item✕✓✓
Unlimited records✕✓✓
Output to CSV, JSON, or Google Sheets✕✓✓
Priority delivery slot✕✕✓
Unlimited fields + custom schema mapping✕✕✓
Database output — PostgreSQL, MySQL, MongoDB, or SQLite✕✕✓
Scheduled runs — cron, GitHub Actions, AWS Lambda or Vercel✕✕✓
Cron Change detection between runs (new / updated / removed records)✕✕✓
Login-gated content support (session handling, form submission)✕✕✓
CAPTCHA-aware flow (manual-solve integration or third-party solver)✕✕✓
Docker-based deployment✕✕✓
Monitoring dashboard or Slack/email alerts on failure✕✕✓
Loom walkthrough of the full pipeline✕✕✓
30 days post-delivery support✕✕✓

Portfolio

Examples of the seller's work related to this Zinn.

SCRAPEHUB — Web Scraping Scripts

Production-grade web scrapers built in Python and Node.js — single-page extraction, multi-page crawls, JS-rendered sites, anti-bot handling, and clean CSV, JSON, or database output. Real-time data extraction with resilient selectors, retry logic, and structured error logging.

SCRAPEHUB — From Target Site to Clean Data

End-to-end scraping pipeline — target URL fetch, rotating user agents and proxy pools, selector parsing, data cleaning and validation, and output to CSV, JSON, or PostgreSQL. Structured logs track every request, retry, and completion.

SCRAPEHUB — Built for Real-World Sites

Resilient scrapers with 429 backoff, 403 proxy rotation, rate-limit compliance, and dead-letter queues. Built to survive Cloudflare, throttling, and mid-crawl failures without losing data or returning silent errors. 99.6% success rate on production crawls.

SCRAPEHUB — Clean Output Formats

Structured output to CSV, JSON, Excel, Google Sheets, PostgreSQL, MySQL, MongoDB, SQLite, or Airtable. Deduplication, field normalization, and schema validation on every run — real-time sync, scheduled runs, and change detection.

SCRAPEHUB — Scheduled Runs and Monitoring

Recurring scrapes via cron, GitHub Actions, AWS Lambda, or Vercel Cron. Change detection flags new, updated, or removed records between runs, with Slack or email alerts on failure so nothing breaks silently. Full pipeline health monitoring.

SCRAPEHUB — Full Scraping Stack

Full scraping architecture — Python and Node.js with BeautifulSoup, Scrapy, Cheerio, Playwright, Puppeteer and Selenium; data pipelines via pandas and SQLAlchemy into PostgreSQL, MongoDB, CSV, or JSON; deployed with Docker, GitHub Actions and cloud cron.

Extra Information

Tech Stack

Languages:Python (BeautifulSoup, Scrapy, Selenium, Playwright, Requests, httpx), Node.js (Puppeteer, Cheerio, Playwright, Axios)
Anti-bot:Rotating proxies, User-Agent rotation, headless browser fingerprinting, throttling, 429 backoff
Data:pandas, SQLAlchemy, psycopg2, PyMongo, gspread, csv, json
Scheduling:cron, GitHub Actions, AWS Lambda, Vercel Cron, Railway
Infra:Docker, VPS (Hetzner, DigitalOcean), AWS, Render

What's Included

Full Source Code:Delivered via GitHub repo or zip, typed and commented
Setup Guide:Environment setup, dependency install, run instructions
Dry-Run Sample:First-run output sample so you can verify fields before full extraction
Error Log:Structured log of failures, retries, and skipped records
Revisions:2 rounds Basic · 3 rounds Standard · 5 rounds Premium · 14 days free post-delivery fixes

My Process

Step 1:Kickoff — buyer sends target URLs, required fields, output format, and one-time vs recurring
Step 2:48-hour live scraper preview on a sample of the target site — real data, real fields
Step 3:Review, lock scope, deposit (50%)
Step 5:Handoff — source code, output file, setup guide, error log, final payment (50%)

Service Details

Service Type
Standard
Zinner Type
Freelancer
Availability
24/7
Seller's Country
Nigeria
Languages Accepted
All Languages Accepted
English
NDA available
Yes
Project Sizes Handled
Any Size
Response time
Within 12 hours
Years of Experience
5+

Frequently Asked Questions

Often, yes — with rotating proxies, User-Agent spoofing, throttling, and headless browser rendering. Some sites use advanced bot protection (Cloudflare Enterprise, Akamai, PerimeterX) that raises cost significantly. I'll assess the target and tell you upfront if it's feasible at standard pricing or needs a premium quote.

Scraping public data is generally legal in most jurisdictions, but it depends on the site's terms, what you're scraping, and how you use the data. I scrape public pages only. I don't bypass paywalls, scrape personal data (PII), or violate explicit anti-scraping terms without your written approval and legal sign-off.

Selectors can break when sites update. The scraper ships with structured error logging so you know immediately if a field stops extracting. Standard and Premium include resilience patterns (fallback selectors, alerts) that reduce breakage. 14 days of free fixes cover any post-delivery layout changes.

Yes — Puppeteer, Playwright, or Selenium handle SPAs, lazy-loaded content, and infinite scroll. This is included in Standard and Premium packages. Basic covers static HTML only.

Yes, for accounts you own or have authorization to access. Session handling, cookie management, and form submission are included in Premium. Send credentials via a secure method — I never store them beyond the project scope.

Two options — manual-solve integration where I pause and you solve, or a third-party CAPTCHA solver API (2Captcha, Anti-Captcha) at your cost. Included in Premium; available as add-on for Standard.

Yes — Premium includes scheduled runs via cron, GitHub Actions, AWS Lambda, or Vercel Cron. Frequency is up to you — daily, weekly, monthly, or custom. Each run logs results and can alert you on failure.

Rate-limit handling is built in — request throttling, exponential backoff on 429/503 responses, and concurrency tuning to stay under the limit. Standard and Premium packages include full rate-limit logic.

Yes — PostgreSQL, MySQL, MongoDB, SQLite, or Airtable direct inserts are supported. Premium includes database output; Standard supports CSV, JSON, and Google Sheets.

No hard limit — depends on site rate limits and proxy pool size. I've run scrapers pulling 100,000+ records across multiple days. For very large crawls, I'll recommend proxy rotation and scheduling to stay under detection thresholds.

Full ownership transfers to the buyer on final delivery. Source code, credentials, deployment configs, and all scraped data are handed over with the final payment. No licensing restrictions, no ongoing fees, no vendor lock-in.

Every scraper runs on a small sample first, then a full run. Output is validated against the expected schema — missing fields, duplicate rows, and parse errors are flagged before delivery. You get the error log and success/failure summary so nothing is hidden.

Yes. NDA available on request — ideal for projects involving sensitive or competitive data collection. Share your NDA template or request a mutual one. Signed before any code or target site details are exchanged.

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