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I will scrape websites and apis and export clean data to excel
China
Python Automation and Web Scraping, ETL Pipelines, Trading Bots
About this Gig
Craving trustworthy data without wrestling spreadsheets or brittle scripts? I build reliable Python ETL pipelines that pull information from multiple sources, clean it up, and hand it to you in ready-to-use formats.
What you get:
· Smart extraction from websites, REST APIs, and CSV/Excel files (pagination, retries, throttling handled)
· Cleaning & validation: deduping, type casting, price/rating normalization, quality flags
· Plug-and-play outputs: CSV, Excel (auto-formatted), and optional Google Sheets sync
· Config-driven architecture + logging so you can add new sources without touching code
· Clear documentation, run instructions, and a quick Loom walkthrough for every delivery
Why clients like this service:
· Production-ready folder structure with modular extractors/processors/exporters
· Revisions that focus on business rules, not just surface tweaks
· 100% owned codeready for handoff to your analysts or deployment to cron/Airflow/cloud
Packages scale from single-source scrapers to full multi-source ETL suites. Need extra sources, more pages, or rush delivery? Just pick the add-ons and Ill make the pipeline sing.
My Portfolio
FAQ
What information do you need to get started?
Just share: (1) the data source URLs, API documentation, or sample files, (2) which fields/columns you need extracted, and (3) your preferred output format (CSV, Excel, or Google Sheets). Screenshots or sample records are super helpful too!
Can you scrape any website?
I can scrape most publicly accessible websites. However, I don't work on sites that explicitly prohibit scraping in their Terms of Service, or projects involving private/personal data without consent. Message me with your target site and I'll confirm feasibility for free.
Can the pipeline run automatically on a schedule?
Yes! I can provide instructions for scheduling via cron jobs, Windows Task Scheduler, or GitHub Actions. For cloud deployment (AWS, Google Cloud), just add the relevant extra service or message me to discuss.
What if the website structure changes and the scraper breaks?
I build scrapers with clean, modular code so updates are quick and easy. If something breaks within 14 days of delivery, message me and I'll fix it at no extra charge. For ongoing maintenance, we can set up a simple support arrangement.

