Project Brief / 项目简介
昆明技术机会雷达 / Kunming Tech Radar 是一个面向昆明与云南的开源技术机会数据库。
它整理公开来源中的公司、招聘入口、活动、社群和政府数字化项目线索，帮助学生、开发者、自由职业者、创业者和企业更容易发现本地技术生态中的节点。
What It Is
- A source-backed local technology opportunity map.
- A structured dataset that can be searched, reviewed, and improved.
- A public contribution surface for official websites, recruiting pages, event pages, communities, and government project portals.
What It Is Not
- Not a company ranking.
- Not a job board or recruiting service.
- Not a blacklist or complaint database.
- Not a guarantee that a company is hiring, cooperating, or commercially reliable.
Main Data Files
| File | Purpose |
|---|---|
data/companies.json | Primary company dataset maintained by contributors. |
COMPANIES.html | Generated human-readable company index. |
data/companies.csv | Generated table export for spreadsheets. |
data/source-leads.csv | Public source entry points for future verification. |
data/communities.csv | Public community and organization entry points. |
data/events.csv | Public event and activity entry points. |
data/gov-projects.csv | Government procurement and digital project portals. |
Public Entry Pages
| Page | Purpose |
|---|---|
submit.html | Low-friction submission page for users who cannot or do not want to use GitHub. |
docs/use-cases.html | How students, developers, freelancers, founders, companies, and non-local readers can use the project. |
docs/search-guide.html | Maps common search phrases to real data files, filters, and verification boundaries. |
docs/domestic-site-deploy.html | Deployment notes for using kunming.tianmind.com as the main public entry. |
docs/data-quality-report.html | Shows current verification status, missing districts, and weak-source records. |
Data Quality Rules
Every record should be traceable to a public source. When the source is weak, the record should stay marked as community_pending or use a lower confidence_score.
The project does not copy private contact details, private chat records, screenshots, unverified salary claims, or negative rumors. If a public source contains private contact details, keep the source URL but do not duplicate the private details into the dataset.
Best First Contributions
- Add official websites for
community_pendingcompanies. - Add official recruiting pages without claiming active hiring.
- Add missing district information.
- Add source corrections for outdated or broken links.
- Add public pages for local university tech groups, developer meetups, park activities, and digital-government portals.
Maintainer Workflow
npm run generate:companies
npm run export:csv
npm run validatedata/companies.json is the source of truth for company data. Do not hand-edit generated company tables unless the generator is also updated.