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Ranked shortlist · 10 of 134 fashion and apparel shops
Best fashion and apparel shops in Soweto
The 10 most notable fashion and apparel shops in Soweto, in rank order. The order is curation quality — how well attested and how complete each record is — not popularity, and no place on this list paid to be on it.
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1
Edgars Clearwater Mall
Shop LM059, Clearwater Mall, Christiaan De Wit Road
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.355, percentile 100 of 134
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2
Ackermans Westgate
Westgate Shopping Centre, Shop S165, 120 Ontdekkers Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.354, percentile 99.25 of 134
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3
Edgars Westgate
Shop 00B, Westgate Shopping Centre, Ontdekkers Rd
630 m from Horison, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.351, percentile 98.5 of 134
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4
PUMA Retail Crossing OUTLET
Retail Crossing, Cnr Hendrik Potgieter &, Nic Diederichs Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.349, percentile 97.74 of 134
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5
Sterns - Clearwater Mall
Shop No. LM160, Cleawater Mall, Hendrik Potgieter Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.343, percentile 96.99 of 134
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6
Mr Price Cellular Maponya Soweto
Chris Hani Rd, Shop 8, Mr Price Home, Maponya Mall
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.335, percentile 96.24 of 134
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7
Ackermans Soweto Maponya
Shop 25, Maponya Mall, Chris Hani Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.330, percentile 95.49 of 134
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8
Mr Price Cellular Westgate
Ontdekkers Rd, Shop 002, Westgate Centre
776 m from Horison, rail
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.329, percentile 94.74 of 134
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9
Cape Union Mart Clearwater Mall
Clearwater Mall, Cnr Hendrik Potgieter Rd & Christiaan De Wet Rd
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.315, percentile 93.98 of 134
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10
BUCO Protea Glen
Adcock St
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.313, percentile 93.23 of 134
How this list is made
Every place in this group was scored by the same model, with each term z-normalised inside the group and capped, so a famous chain cannot win by being famous everywhere. The weights, verbatim:
- attestation by independent providers
- +0.35
- record completeness (website, phone, address)
- +0.25
- Overture existence confidence
- +0.20
- Michelin designation (Wikidata, CC0)
- +0.40
- brand fame (Wikidata sitelinks)
- −0.15
- same-name chain collision
- −0.30
Curation quality, not popularity: how well attested and how complete a record is.
No licensable popularity signal; this ranks curation quality, not taste
Independent check: 5,951 places listed in Wikivoyage (CC BY-SA 4.0; validation only, never published or scored) were matched to our records by name within 250 m. Across the 5,651 that fall in groups of at least 10, the median matched place sits at percentile 73 and 24.2% are in the top decile, against 10% by chance; five families have enough anchors to report (arts, food and drink, lodging, shopping, sport), while health care (5), lifestyle services (17), travel (26) have too few and are not validated. A match needs both the guide and the catalogue to name the same place, which favours well-attested places — a term this rank itself rewards — so these are lower bounds; Michelin's 528 in-group anchors have a median percentile of 100, but that is partly circular: across the Wikivoyage matches, the 17 that also carry the designation term this rank scores sit at 99.93, against 72.55 for the 5,934 without it.
The catalogue carries no rating, review count, price or opening hours, so this file has none.
Station locations from Wikidata (CC0-1.0). Nearest station, not service: no frequency, timetable or departures.
Nobody paid for placement: no ads, no sponsored results, no ratings for sale.
Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).