Singapore COE Prices & Bidding Results Scraper
Scrape Singapore COE (Certificate of Entitlement) prices and bidding results from the official data.gov.sg open data portal. Get bidding month, vehicle class, quota, bids received and the winning premium. Export to JSON, CSV or Excel.
{ "month": "2026-07", "biddingNo": "2", "vehicleClass": "Category E", "quota": 263, "bidsSuccess": 263, "bidsReceived": 450, "premium": 129971, "currency": "SGD", "year": 2026 }
每次运行都返回干净、带类型的记录，可直接用于你的 CRM、表格或数据库。
- 每个结果对应一条干净记录，已去重并规范化
- JSON、CSV 或 Excel 的稳定结构，也可通过 Apify API 读取
- 在云端按用量付费，无需安装或维护
一条真实的示例记录，正是你收到的结构。
| Month | Bidding No | Vehicle Class | Quota |
|---|---|---|---|
| 2026-07 | 2 | Category E | 263 |
| 2026-07 | 2 | Category D | 562 |
| 2026-07 | 2 | Category C | 301 |
| 2026-07 | 2 | Category B | 871 |
| 2026-07 | 2 | Category A | 1245 |
{ "month": "2026-07", "biddingNo": "2", "vehicleClass": "Category E", "quota": 263, "bidsSuccess": 263, "bidsReceived": 450, "premium": 129971, "currency": "SGD", "year": 2026 }
常见问题
What does COE mean?
COE stands for Certificate of Entitlement, the licence you must win at auction before you are allowed to own a car in Singapore for 10 years.
Where does the data come from?
The official data.gov.sg COE bidding results dataset. It is the authoritative public record of every bidding exercise.
Does it need a login or API key?
No. It reads the public open data portal with no account and no key.
How fresh is it?
COE bidding runs twice a month and the source dataset is updated after each exercise, so new premiums appear roughly twice a month.
What is the premium?
The premium is the winning bid price in SGD. It is the number people mean when they talk about "the COE price".