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 }
各実行で、型が揃ったきれいなレコードを返します。CRM・スプレッドシート・データベースにそのまま使えます。
- 結果ごとに 1 レコード、重複排除・正規化済み
- JSON・CSV・Excel の安定したスキーマ、または Apify API で読み取り
- クラウドで従量課金。インストールも保守も不要
実際の 1 レコード例。受け取る形そのままです。
| 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 }
よくある質問
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".