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Ranked shortlist · 10 of 26 coffee shops
Best coffee shops in Mexicali
The 10 most notable coffee shops in Mexicali, 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
Starbucks Plaza Centinela
Blvd. Adolfo López Mateos Mz 7
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.507, percentile 100 of 26
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2
Café la Negrita
Boulevard Benito Juárez 1642
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.391, percentile 96 of 26
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3
Trigo Salvaje
Calzada Cuauhtémoc 1424
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.350, percentile 92 of 26
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4
Isabellas Coffe
un costado de Ley Exprés, Sada 2421-a
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.234, percentile 88 of 26
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5
La Colorado River Coffee and Co.
Avenida Ignacio Allende 1585
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.99 · rank score 1.919, percentile 84 of 26
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6
CappyBar’a Coffee Tea & More
Avenida Presidente Valentín Gómez Farías 1698
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 1.906, percentile 80 of 26
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7
B19 Coffee Bar
Av. Juan Aldama 785
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.98 · rank score 1.898, percentile 76 of 26
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8
Macchiato Coffee House
Avenida Presidente Valentín Gómez Farías 1774
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.98 · rank score 1.885, percentile 72 of 26
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9
Capitulo UNO
Avenida Ignacio López Rayón 599
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.98 · rank score 1.850, percentile 68 of 26
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10
8 1/2 Café
Avenida Monclova 422
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.97 · rank score 1.805, percentile 64 of 26
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).