Ranked shortlist · 10 of 28 book, music and video shops
Best book, music and video shops in Ciudad Juárez
The 10 most notable book, music and video shops 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
Librería Atenas | Ciudad Juárez
Av Vicente Guerrero 4949
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.520, percentile 100 of 28
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2
Asis Juarez
C. Tamaulipas 7305
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.469, percentile 96.3 of 28
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3
Bodega de Libros
Centro Comercial Las Misiones, Blvd. Teófilo Borunda 8681-Loc 66
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.367, percentile 92.59 of 28
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4
Comics Cards & Collectibles
9477 Dyer St Ste G
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.349, percentile 88.89 of 28
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5
Clinica de instrumentos Musicales
C. Pedro Rosales de León 5446
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.307, percentile 85.19 of 28
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6
Comic Attic
300 McCombs Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.149, percentile 81.48 of 28
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7
FYE
6101 Gateway Blvd W A3
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.123, percentile 77.78 of 28
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8
All-City Hip-Hop Shop
4802 Montana Ave
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 2.055, percentile 74.07 of 28
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9
Allstar Comics and Toys
4406 Dyer St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.055, percentile 70.37 of 28
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10
Librería Universitaria UACJ | Ciudad Juárez
Anillo Envolvente del Pronaf 445
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.984, percentile 66.67 of 28
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).