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Ranked shortlist · 10 of 157 food and drink shops
Best food and drink shops in Ciudad Nezahualcoyotl
The 10 most notable food and drink shops in Ciudad Nezahualcoyotl, 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
GNC Multiplaza Bosques
Av. Carlos Hank González s/n-Loc E-F
625 m from Villa de Aragón, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.535, percentile 100 of 157
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2
Empacadora Campo Frio
Av. de la Industria 210
578 m from Ricardo Flores Magón, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.516, percentile 99.36 of 157
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3
Abarrotes Casa Martinez
Progreso 8
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.483, percentile 98.72 of 157
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4
Comercial Mexicana Texcoco
Calle Emiliano Zapata S/N
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.470, percentile 98.08 of 157
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5
Huizar Hermanos, S.A de C.V.
Lago Atabasca 29
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 97.44 of 157
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6
Soriana Mercado San Juan de Aragón
Pto. de Cádiz 42-Loc 10
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 96.79 of 157
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7
GNC Plaza Aragón
Blvd. Carlos Hank Gonzalez #120
338 m from Ciudad Azteca, metro
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.465, percentile 96.15 of 157
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8
Pulques Don Chilarion
Calle Ignacio Aldama 8
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.454, percentile 95.51 of 157
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9
Lacteos La Pilarica
Benito Juárez Sur N 46
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.453, percentile 94.87 of 157
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10
Ultramarinos Franco
Mercado, locales 20-21 Edificio MERCADO PUBLICO, Int. 21
434 m from Gómez Farías, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.437, percentile 94.23 of 157
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).