Women's E-Commerce Clothing Reviews, version 1: https://www.kaggle.com/datasets/nicapotato/womens-ecommerce-clothing-reviews Dataset published by nicapotato on Kaggle; listed as CC0: https://creativecommons.org/publicdomain/zero/1.0/ 2,000 unique non-empty review bodies, selected by ascending SHA-256 of wcp-showcase-v1:; ratings and demographic fields excluded. Records: 2000 Prepared with HTML/entity and whitespace cleanup; blank and duplicate texts removed. Rendered with WordCloud+ frequency scoring, single words, and the standard English stop-word list. Word size reflects occurrence count in this sample; it does not measure sentiment or importance.