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Ranked shortlist · 10 of 32 shopping
Best shopping in Ciudad Juárez
The 10 most notable shopping in Ciudad Juárez, 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
Artículos de Limpieza La Estrella
Calle Montes Urales 6142
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.655, percentile 100 of 32
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2
Soluciones En Aluminio Y Cristal
Calle 5 De Mayo 695
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.544, percentile 96.77 of 32
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3
Mayoreo Garay
Carr. Panamericana 9921
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.460, percentile 93.55 of 32
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4
G I Supply
4231 Fred Wilson Ave
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.99 · rank score 2.081, percentile 90.32 of 32
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5
George S Thomson CO Inc
3738 Durazno Ave
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.037, percentile 87.1 of 32
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6
Yucca Scout Shop
7601 Lockheed Dr
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.037, percentile 83.87 of 32
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7
Sun City Retail
612 Encino Dr
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.037, percentile 80.65 of 32
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8
Texas Star Beverages
10710 Gateway Blvd N
listed by Foursquare Open Source Places and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.037, percentile 77.42 of 32
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9
North Star Furniture Outlet
6229 Airport Rd
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.037, percentile 74.19 of 32
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10
Mh Building Materials Export
4400 Alameda Ave
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.037, percentile 70.97 of 32
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.
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).