A CLOSER LOOK / SAMPLE HANDOFF

See what good order
looks like.

The source file, the cleaned catalog, and the thinking in between. Five fictional products show exactly what comes back to you.

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5 product rows · CSV + readme · Fictional demonstration

01 / THE AGREED RULES

Three rules.
A traceable result.

  1. Standardize product names. Use consistent capitalization and spacing. Normalize the illustrated side-table label without changing its meaning.
  2. Use agreed category labels. Map home / textile to Home textiles; KITCHEN and Kitchen to Kitchenware; furniture to Furniture.
  3. Flag missing information. Keep the unknown category empty and place the question in the decision list.

02 / THE DELIVERABLES

Every file has
a purpose.

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