Data Cleaning & Quality Assurance
Starting at
$
320
About this service
Summary
FAQs
What formats do you deliver in?
CSV, Excel, or Google Sheets — based on client preference.
Do you provide analysis or insights?
This service focuses on data cleanup and validation. Analysis can be discussed separately if required.
How do you ensure data quality?
Each project follows a structured pre-delivery checklist covering structure, formatting, accuracy, and delivery readiness.
What's included
Cleaned & Validated Dataset
A cleaned and validated dataset delivered in the agreed format (CSV, Excel, or Google Sheets), with duplicates removed, required fields populated, consistent data types, and formatting normalized.
Data Quality & Validation Check
A completed data quality review covering structural integrity, formatting consistency, accuracy checks, and null handling, performed prior to delivery.
Delivery-Ready Output File
A final delivery-ready file verified to open without errors, correctly named and formatted, and ready for downstream analysis or use.
Duration
1 week
Skills and tools
Industries