I will extract and clean website data for excel or CSV
Python Automation, Web Scraping : Clean, Usable Data
About this Gig
Need data from a website turned into a clean, ready-to-use file not a messy dump you have to fix yourself?
I'm a data scientist and AI engineer. I don't just scrape rows and hand them over I deliver cleaned, deduplicated, structured data you can actually use the moment you open it.
WHAT YOU GET
- Accurate web scraping from almost any website
- Clean, structured output: Excel, CSV, JSON, or Google Sheets
- Duplicates removed, fields organized, ready for analysis
- Optional: dashboards and automated recurring scrapers
WHAT I CAN EXTRACT
- Product & pricing data (e-commerce)
- Business contact info & leads (emails, phones, addresses)
- Real estate & property listings
- Search results, directories, reviews
- And much more just ask
WHY ME
- Built on Python (Selenium, Scrapy, BeautifulSoup, Pandas)
- Data-science background = clean data, not raw noise
- I handle JavaScript-heavy and anti-bot sites
- Clear communication, on-time delivery
I do NOT scrape social media platforms or anything against a site's terms.
Please message me before ordering so I can review the site and confirm scope, rows, and price. It takes 2 minutes and guarantees you get exactly what you need.
Technology:
Python
•
Excel
•
Puppeteer
•
Scrapy
•
Selenium
Technique:
Automated
My Portfolio
FAQ
Can you collect data from any website?
No. Send the source URL and fields first. I’ll check whether it is feasible and whether the source and access method permit the work. I do not bypass logins, paywalls, CAPTCHAs, or other access controls.
What will I receive?
The file format listed in your package, with agreed columns. Packages that include cleanup also include the specified field guide and quality note.
What do you mean by cleaning and validation?
This means only the checks listed in the selected package, such as normalizing agreed values, checking duplicates, or flagging missing required fields. I’ll describe what I checked; I do not guarantee that source data is complete or factually correct.
Can you match records to my criteria?
Yes, if you provide clear rules such as keywords, locations, or categories and the source exposes the needed fields. Send examples before ordering so I can confirm the scope.
Can you run this every week or month?
Recurring collection is not included. Send the source, schedule, destination, and maintenance expectations for a separate feasibility review. It must comply with the source’s rules.
What counts as a revision?
A correction to the agreed fields, formatting, or checks. A new source, field, filter, matching rule, or output schema is a scope change.
What if the source changes or some fields are unavailable?
I’ll document missing or inaccessible fields in the handoff and discuss options with you. The source controls what data is available.

