I will clean and transform excel or CSV data into an analysis ready dataset

Is your Excel or CSV file full of duplicates, missing values, inconsistent formatting, messy text, or unreliable entries?

I'll transform your raw dataset into a clean, structured, and analysis-ready file.

What I can clean

• Duplicate records
• Missing and incomplete values
• Inconsistent names, categories, and text
• Date and number formats
• Extra spaces and unwanted characters
• Inconsistent capitalization
• Duplicate or inconsistent categories
• Column structure and formatting
• Invalid or suspicious entries for review

What you will receive

• Clean and organized Excel or CSV file
• Standardized and consistent data
• Data-quality checks
• Clear summary of the cleaning performed
• Analysis-ready structure in higher packages

My process

1. Inspect the dataset and identify quality issues.
2. Clean and standardize the data.
3. Validate the results.
4. Review the cleaned dataset.
5. Deliver the final file with a summary of the changes made.

I don't just make your spreadsheet look cleaner I turn messy data into a reliable dataset that is easier to analyze and use.

Have a dataset with specific rules or requirements? Send me the details and I'll work according to them.