data(brand): complete description coverage (last 7 placeholders) - #50
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Replace the generic GSMArena import placeholder ("...observed in the GSMArena dataset; unverified OEM metadata") with factual EN+KO descriptions for the last brands lacking them: chea, mwg, niu, parla, wnd, xcute, yu. Completes brand description coverage (0 placeholders remain). Country/category are from the dataset; no fabricated specifics.
Refs #1
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Complete brand description coverage — last 7 placeholders
Follow-up to the brand-quality series (#44–#47). Replaces the generic GSMArena import placeholder (
Phone brand observed in the GSMArena mobile devices dataset; imported as unverified OEM metadata...) with factual EN + KO descriptions for the 7 remaining brands that still had it:chea,mwg,niu,parla,wnd,xcute,yuThese are obscure brands, so descriptions stay factual and minimal (country + category come straight from the dataset; the one well-documented case,
yu, notes its Micromax origin). No fabricated specifics.Result: all 189 brands now have a real description (0 import placeholders remain).
Validation
python -m app.validate✅ ·integrity_check --strict✅ ·git diff --checkcleansite/public/v1/brands) refreshed to match.Closes #1