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Ranked shortlist · 10 of 14 coffee shops
Best coffee shops in Kunming
The 10 most notable coffee shops in Kunming, 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
欣都龙城
北京路1079, 欣都龙城0层
114 m from Beichen Station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.617, percentile 100 of 14
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2
Starbucks - 昆明西山万达广场店
西山区 万达广场地面1层1026铺, 前兴路888号
listed by Meta and Overture Maps Foundation · record has a website and an address · Overture confidence 0.94 · rank score 2.459, percentile 92.31 of 14
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3
星巴克
KMG Airport
156 m from Terminal T1 Back, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.264, percentile 84.62 of 14
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4
星巴克
东风西路13号顺城购物中心
447 m from Wuyi Rd. station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 1.815, percentile 76.92 of 14
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5
星巴克
云南省昆明市
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.95 · rank score 1.608, percentile 69.23 of 14
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6
星巴克
云南省昆明市
381 m from Shizha station, metro
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.95 · rank score 1.608, percentile 61.54 of 14
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7
星巴克
云南省昆明市
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.95 · rank score 1.608, percentile 53.85 of 14
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8
星巴克
云南省昆明市
166 m from Chunrong St. Station, metro
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.95 · rank score 1.608, percentile 46.15 of 14
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9
星巴克
云南省昆明市
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.95 · rank score 1.608, percentile 38.46 of 14
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10
星巴克
云南省昆明市
318 m from Tuofeng St. station, metro
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.95 · rank score 1.608, percentile 30.77 of 14
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).