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Ranked shortlist · 10 of 13 specialty shops

Best specialty shops in Ciudad Nezahualcoyotl

The 10 most notable specialty 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.

  1. 1

    Piñatíssimas

    Av. Juárez Nte 183 Santa María Tulantongo

    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 100 of 13

  2. 2

    Sipirily Aeropuerto

    C. Nte. 21 165

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.436, percentile 91.67 of 13

  3. 3

    Depósito Dental Monarca

    Av 606 142

    441 m from Bosque de Aragón, metro

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.380, percentile 83.33 of 13

  4. 4

    Depósito Dental Roentgen

    Cam. San Juan de Aragón 856 - D

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.315, percentile 75 of 13

  5. 5

    Modelo Cocina Urbana Terminal 1

    Av. Capitán Carlos León S/N

    160 m from Terminal Aérea, metro

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.261, percentile 66.67 of 13

  6. 6

    Papeleria MOHE

    Calle Emiliano Zapata 37B

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 1.951, percentile 58.33 of 13

  7. 7

    Papelería Anarang

    Seña particular, En medio de las dos esteticas, Calle 16 de Septiembre 201

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.96 · rank score 1.727, percentile 50 of 13

  8. 8

    Papelería Beretta

    Calle Moctezuma 22

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.96 · rank score 1.691, percentile 41.67 of 13

  9. 9

    Papelería Balam

    Benito Juárez 25

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.95 · rank score 1.617, percentile 33.33 of 13

  10. 10

    Papeleria Osirys

    C. Carolina Mz56 Lt3

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.92 · rank score 1.370, percentile 25 of 13

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).

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