From $9One-city report · or the full 391-city dataset from $29See the datasets →
Tags: 高增长型 · 资源型 · 美食型
25 attractions from our own Ningbo dataset, each with its Chinese
name and an English name. Every row below is a candidate for a Chinese lesson; none of them
has one yet.
Ningbo districts & the 25 attractionsTap a dot to jump to that place in the list below.
District boundaryAttraction (one per place)Dots overlap in the centre — that is where most of them are.
美食点位 待补充 — no food rows harvested for this city yet.
Opportunity analysis — 机会分析
Where 宁波 stands: how many people, what it makes, what it is known for, how it is governed and how well it feeds people — and the composite opportunity score our engine derives from those eight dimensions.
81/100
高增长型资源型美食型
opportunity_score from central.city_opportunities (row 宁波). Re-derived from the eight dimensions below: 81 — matches.
引擎复算 78 分 vs 表内 81 分 — engine re-run scores this row 78 today (drifted dimensions: 美食吸引). The stored row is the published scoring; the drift is shown rather than hidden.
数据状态：已评分 · 来源：central.city_opportunities
Where this comes from. The 25 rows are the attraction entries kept from our own ningbo.json place dataset (25 records harvested from the city POI source, 0 dropped as not matching the city, 25 kept).
Addresses, coordinates and the district name come from that file; the district
was resolved by testing each coordinate against the Ningbo district boundaries we publish as
ningbo_dist.json.
About the English names. The dataset carries an English name for 4 of the 25 rows. The remaining 21 rows have no settled English name at all, so the English line is left empty rather than filled with an invented translation.
Lessons. A row says lesson in progress when we have not written the
Chinese lesson for it yet. That is a status, not a link.
Data & methods
Source. Compiled by InfoGap from its own place database. This page lists 25 places in Ningbo.
What this data is. Each record is one place and carries these fields: Chinese name, English name, district, category, address, latitude, longitude, record index.
Last updated: 2026-09-24
Source: InfoGap · License: CC BY 4.0 (attribution required, link back to this page). Data hub: our data hub · registry.json