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Ranked shortlist · 10 of 27 coffee shops
Best coffee shops in Ningbo
The 10 most notable coffee shops in Ningbo, 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
星巴克(杉井奥特莱斯1店)
春华路1399号,杉井奥特莱斯广场l楼B12300号
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 3.307, percentile 100 of 27
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2
星巴克(和丰创意广场店)
江东北路街425号,004幢1-1单元
171 m from Qingfeng Bridge East Station, metro
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 3.307, percentile 96.15 of 27
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3
星巴克(南塘金茂府店)
船埠巷199号,1-14,2-14
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 3.024, percentile 92.31 of 27
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4
星巴克(印象城店)
钱湖北路288号,印象城1层
698 m from Qianhu North Road Station, metro
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.978, percentile 88.46 of 27
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5
Starbucks 星巴克（集盒店）
咖啡集盒店
442 m from Shuguang Station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 2.295, percentile 84.62 of 27
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6
Starbucks
No. 999 Middle Si Ming Road
507 m from Siming Middle Road Station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.137, percentile 80.77 of 27
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7
星巴克
浙江省宁波市
330 m from Dongmenkou station, metro
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.98 · rank score 1.824, percentile 76.92 of 27
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8
星巴克
浙江省宁波市
650 m from Fuqing North Rd station, metro
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.98 · rank score 1.781, percentile 73.08 of 27
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9
星巴克
浙江省宁波市
43 m from Xiaying Road Station, metro
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.95 · rank score 1.472, percentile 69.23 of 27
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10
星巴克
浙江省宁波市
662 m from Xuefu Road Station, metro
listed by AllThePlaces and Overture Maps Foundation · record has an address · Overture confidence 0.95 · rank score 1.472, percentile 65.38 of 27
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).