Datasetpublic

laskar-ks/shopify-taxonomy-rerank

Shopify Taxonomy Rerank Source Derived from Shopify/product-catalogue (Apache 2.0). Original splits preserved: train 38,631 / test 9,658. Modifications Dropped product_image column (text-only task) Removed rows with empty title, or where ground_truth_category was absent from potential_product_categories Deduplicated on product_title within each split; N titles overlapping both splits were removed from train only Truncated title to 200 chars… See the full description on the dataset page: https://huggingface.co/datasets/laskar-ks/shopify-taxonomy-rerank.

sourceHugging Faceapache-2.0updated 1mo agoView on Hugging Face

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Dataset Card

Shopify Taxonomy Rerank

Source

Derived from Shopify/product-catalogue (Apache 2.0). Original splits preserved: train 38,631 / test 9,658.

Modifications

—Dropped product_image column (text-only task)
—Removed rows with empty title, or where ground_truth_category was absent from potential_product_categories
—Deduplicated on product_title within each split; N titles overlapping both splits were removed from train only
—Truncated title to 200 chars, description to 1,000 chars
—Added `difficulty`: number of candidates sharing the same top-level category as the ground truth (1 = easy, 9 = hard)
—Added `has_desc`: whether description has >= 20 chars