I will do excel and CSV data cleaning, deduplication and validation
Data Cleaning, Python Automation and PDF Extraction
Über diesen Service
Messy spreadsheets cost hours and cause wrong numbers. I clean and validate your Excel or CSV files with documented, repeatable steps, so you can see exactly what changed and why.
What you get:
- Duplicates removed by rules we agree on in advance
- Consistent formats for dates, numbers, text case and IDs
- Empty fields, broken rows and invalid values fixed or flagged
- A change log listing every applied rule
- Validation checks for emails, dates and required fields (Standard and Premium)
How I work:
1. You send your file or a redacted sample
2. I confirm scope, rules and price before starting
3. You get the cleaned file plus a short report, reproducible instead of a black box
Based in Germany with 20+ years of business and e-commerce experience: I know order, product and customer data from practice. Communication in English or German. Your data stays confidential and is deleted after delivery on request.
Not included: collecting new data, web research, lead or contact lists.
File larger than the package limits? Message me first and I will send a realistic custom offer.
Mein Portfolio
FAQ
How do you handle confidential data?
Send a redacted or pseudonymized sample where possible. Your files are used only for this order, never shared, and deleted after delivery on request.
Which file formats do you accept?
XLSX, XLS, CSV and TSV. Google Sheets works via export. Anything else: please ask first.
How do you define a duplicate?
We agree the rule before I start, for example same email, same customer ID, or same name plus date. The rule is written into the change log.
Will formulas, macros or formatting survive?
Cleanup targets values. Files with complex formulas, macros or pivot logic need a quick sample check first; I confirm what is safe before you order.
What counts as a revision?
Corrections within the ordered scope, like a rule applied wrongly. New rules, new columns or new files are new scope and get a fair custom offer.

