I provide professional data cleaning and preprocessing services to ensure your datasets are accurate, consistent, and ready for analysis or reporting.
What this gig includes:
- Identification and removal of duplicates
- Handling missing, inconsistent, or incorrect values
- Standardization of formats (dates, text, units, categories)
- Data validation and integrity checks
- Merging and consolidating multiple datasets
Tools & Methods:
- Microsoft Excel (advanced formulas, Power Query, PivotTables)
- Python (Pandas, NumPy, data validation workflows)
- Structured and reproducible cleaning pipelines
Suitable for:
- Business and operational datasets
- Sales, marketing, and customer data
- Financial and transaction records
- Academic and research datasets
- Survey and questionnaire data
What you will receive:
- A fully cleaned and structured dataset
- Consistent formatting and validated fields
- Documentation of cleaning steps performed
- Files delivered in Excel, CSV, or Python-ready format.