Data cleaning and deduplication

One-time, fixed-scope Excel, Google Sheets and reporting service

Data cleaning and deduplication: a clear path to the result you need

Useful spreadsheets make recurring work faster and help people find answers without deciphering a tangle of tabs. This service shapes the listed workbook, template or report around the job your business needs it to do. Data cleaning and deduplication is a one-time, fixed-scope service built around one clear requirement: One flat dataset, standard cleanup and quality checks.

27 years designing for the web. I’ve worked through the web’s major shifts, from early business websites to mobile-first design, modern SEO and AI-assisted discovery. That long view helps separate durable improvements from passing tricks. We build authority through useful expertise, clear information, credible experience, sound site structure and design that helps visitors take the next step.

What this service includes

• Defined deliverable: One flat dataset, standard cleanup and quality checks.
• Work matched to your situation: we confirm the relevant website, file, account, platform, content or process before starting.
• Clear handoff: you receive the work or findings included in this service, with a practical explanation of what happens next.

How it works

1. Confirm the brief. After checkout, we confirm your goal, the specific item or process in scope, required materials or authorized access, and the start schedule.
2. Complete the scoped implementation. We carry out the work using the information and constraints agreed with you.
3. Check and hand off. We test the changed page, workflow, form or system against the agreed task and share the completed work. Any additional work is discussed and priced for your approval before it begins.

Designed for: A custom spreadsheet, dashboard, workbook repair or business report built around your actual process. You can purchase this service directly here without booking a call first.

Clear expectations: the listed price covers the scope above. This is a one-time service with no monthly retainer. If your request needs more than this listing includes, we agree on the added scope and price before starting it.

Ready to get started? If this report, calculation or workflow keeps creating uncertainty or repeat work, each business cycle brings the same friction back. Add this service to your cart now and get the defined work underway. Choose Add to cart above to purchase Data cleaning and deduplication for $450.00.