Client request: two platforms, one mess. A candle store owner needed her Shopify and Etsy order data combined into one sheet showing revenue, top products, and top customers — without digging through two exports every week.

The real work here was appending, not merging — Shopify and Etsy data needed matching headers before they could be stacked cleanly into one table. From there: standardized dates, removed duplicates, filled missing statuses, and built an interactive view she can actually use.

I don't charge for data cleaning. I charge for solving e-commerce problems using my time and experience, and I work within the client's budget.