Historical 2-hour Weather Forecast (2023)
What this data shows
Published by National Environment Agency. 1,004,484 records. Fields include Date, Timestamp, Valid Period Text, Valid Period Start (11 columns in total). Covers 2023-01-01 to 2023-12-31. Last updated 2025-05-08.
Description
National Environment Agency CSV of historical two-hour weather forecasts for Singapore locations throughout 2023. Columns include date, timestamps, valid period, location name and coordinates, forecast text, and forecast code in Singapore Time (ISO 8601). Weather researchers and app developers reconstruct short-range forecast archives by area. Records may be incomplete and are not quality-controlled climate data; contact [email protected] for official climate products.
Official description
Historical Pollutant Standards Index (PSI) for Singapore. All timestamps are provided in Singapore Time (SGT), formatted in ISO 8601. ⠀ Disclaimer: This dataset may contain missing records and has not undergone quality control procedures applied to climate data and records. For official climate records or climate data reports, please contact [email protected]. Please note that fees may apply for data and report preparation.
- Last updated
- Coverage
- 2023-01-01 – 2023-12-31
- Rows
- 1,004,484
- Columns
- 11
Data
| Date | Timestamp | Valid Period Text | Valid Period Start | Valid Period End | Update Timestamp | Location Name | Location Longitude | Location Latitude | Forecast Text | Forecast Code |
|---|---|---|---|---|---|---|---|---|---|---|
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Ang Mo Kio | 103.839 | 1.375 | Cloudy | CL |
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Bedok | 103.924 | 1.321 | Cloudy | CL |
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Bishan | 103.839 | 1.350772 | Cloudy | CL |
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Boon Lay | 103.701 | 1.304 | Cloudy | CL |
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Bukit Batok | 103.754 | 1.353 | Cloudy | CL |
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Bukit Merah | 103.819 | 1.277 | Cloudy | CL |
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Bukit Panjang | 103.77195 | 1.362 | Cloudy | CL |
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Bukit Timah | 103.791 | 1.325 | Cloudy | CL |
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Central Water Catchment | 103.805 | 1.38 | Cloudy | CL |
| 2023-01-01 | 2023-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2023-01-01T00:00:00+08:00 | 2023-01-01T02:00:00+08:00 | 2023-01-01T00:08:52+08:00 | Changi | 103.987 | 1.357 | Cloudy | CL |
Preview shows 10 rows and 11 columns. Use the table search or download the CSV for the full data.
Columns
| Column | Type | Categorical |
|---|---|---|
| Date | Date (YYYY-MM-DD) | No |
| Timestamp | Text | Yes |
| Valid Period Text | Text | Yes |
| Valid Period Start | Text | Yes |
| Valid Period End | Text | Yes |
| Update Timestamp | Text | Yes |
| Location Name | Text | Yes |
| Location Longitude | Text | Yes |
| Location Latitude | Text | Yes |
| Forecast Text | Text | Yes |
| Forecast Code | Text | Yes |