I will clean validate and automate your CSV or excel data with python
About this Gig
Need help cleaning, validating, or automating repetitive CSV or Excel work?
I can build a practical Python solution to turn messy or repetitive data-processing tasks into a reliable, reusable workflow.
I can help with:
- CSV and Excel data cleaning and formatting
- Duplicate, missing-value, and consistency checks
- Data validation and transformation
- Column mapping and format normalization
- Automated calculations and summaries
- Reusable Python scripts
- Validation reports and standardized outputs
Typical workflow:
Your files + processing rules Python automation clean and validated outputs
My focus is on clear requirements, reliable results, and code that is easy to rerun and maintain.
Please contact me before ordering if your project involves multiple data sources, APIs, databases, website automation, unusually large files, or complex business rules. I can review the requirements and suggest the most suitable package or a custom offer.
Please do not send passwords or sensitive credentials in your files.
Technology:
Excel
•
Python
FAQ
What files can you work with?
I can work with CSV and Excel files, including .csv, .xlsx, and similar structured tabular data. If you use another format, please contact me first.
Do you provide the Python source code?
Source code is included in the Standard and Premium packages. The Basic package focuses on delivering the cleaned or processed output files.
Can you connect APIs, databases, or online data sources?
Yes, for simple and well-documented APIs or data sources. Please contact me before ordering so I can review the requirements and confirm the scope.
What should I provide before you start?
Please provide the source files, a clear description of the required processing rules, and an example of the expected output if available. Do not send passwords or sensitive credentials.

