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Ranked shortlist · 10 of 22 coffee shops
Best coffee shops in Changwon
The 10 most notable coffee shops in Changwon, 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
Piccolo Latte
15-1 Sapa-dong
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.528, percentile 100 of 22
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2
하우요커피
626-1 Gwisan-dong
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.495, percentile 95.24 of 22
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3
스타벅스 창원역 Dt
의창구 의창대로 68
204 m from Changwon Station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.274, percentile 90.48 of 22
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4
스타벅스 창원용지호수점
용호동 73-30
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.212, percentile 85.71 of 22
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5
마중
충장로442번길 5
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.153, percentile 80.95 of 22
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6
델쿠스코
경상남도 창원시 의창구 동읍 월잠리 382-7
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.118, percentile 76.19 of 22
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7
엔제리너스
용호동 18-18
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.021, percentile 71.43 of 22
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8
Hollys Coffee
3 Madimi-ro 31beon-gil, 상남동
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 1.954, percentile 66.67 of 22
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9
커피점빵
16 Uichang-daero 180beon-gil
761 m from Changwon Station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.923, percentile 61.9 of 22
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10
황실스탠다드
74-3 Sangnam-dong
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.96 · rank score 1.876, percentile 57.14 of 22
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).