I will do excel and CSV data cleaning, deduplication and validation

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Data Cleaning, Python Automation and PDF Extraction

I build clean, reliable data workflows: Excel/CSV cleanup and validation, small Python file automations, and structured data extraction from recurring PDFs such as invoices. Every delivery is tested ...
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.

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