I will clean, deduplicate and organize your excel or csv data
Web scraping, data cleaning and Telegram bots in Python
About this Gig
I take a messy spreadsheet and hand back one clean, consistent file you can trust.
Duplicates, mixed date and phone formats, three exports that won't line up, the same company written five ways - send it over and I'll sort it out. Your original file stays untouched; the result comes as a separate file.
What you get:
- Duplicates resolved by a rule we agree on first, not by guesswork
- - Phones, dates, addresses and country names normalised to one format
- - Several sources merged into a single structured table
- - A change report: what was merged, fixed and dropped, and why
- - For Premium: a reusable script so you can clean new data yourself
Why the change report matters. Cleaning is easy to get wrong invisibly - two different customers merged into one, and you notice six months later. I show you every merge so nothing good disappears silently.
What I don't do. I don't buy data, and I don't scrape personal contacts for cold outreach. I clean what you already have.
Send a sample and I'll show you what a clean version looks like.
My Portfolio
FAQ
Will you change my original file?
Never. You get the cleaned data as a separate file, so you can always compare against the source.
How do I know you didn't delete good records?
Every merge and removal is listed in a change report. Nothing is dropped silently, so you can review each one.
Do I get the script?
For Premium, yes, with a short README so you can re-run the cleaning on future data yourself.
