Historical 2-hour Weather Forecast (2018)
What this data shows
Published by National Environment Agency. 970,221 records. Fields include Date, Timestamp, Valid Period Text, Valid Period Start (11 columns in total). Covers 2018-01-01 to 2018-12-31. Last updated 2025-04-15.
Description
National Environment Agency archives two-hour weather forecasts issued across Singapore throughout 2018. CSV rows include valid periods, location names, coordinates, and forecast text in SGT ISO-8601 timestamps. Useful for validating nowcasting models, studying forecast wording, and NEA historical forecast API research with noted quality limitations.
Official description
Historical weather forecast data for Singapore. The data includes various attributes related to the forecast, such as timestamps, location details, and forecast descriptions. All timestamps are provided in Singapore Time (SGT), formatted in ISO 8601. ⠀ DISCLAIMER: This dataset 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
- 2018-01-01 – 2018-12-31
- Rows
- 970,221
- 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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Ang Mo Kio | 103.839 | 1.375 | Light Rain | LR |
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Bedok | 103.924 | 1.321 | Moderate Rain | RA |
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Bishan | 103.839 | 1.350772 | Moderate Rain | RA |
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Boon Lay | 103.701 | 1.304 | Light Rain | LR |
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Bukit Batok | 103.754 | 1.353 | Moderate Rain | RA |
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Bukit Merah | 103.819 | 1.277 | Moderate Rain | RA |
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Bukit Panjang | 103.77195 | 1.362 | Light Rain | LR |
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Bukit Timah | 103.791 | 1.325 | Light Rain | LR |
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Central Water Catchment | 103.805 | 1.38 | Light Rain | LR |
| 2018-01-01 | 2018-01-01T00:00:00+08:00 | Midnight to 2.00 am | 2018-01-01T00:00:00+08:00 | 2018-01-01T02:00:00+08:00 | 2018-01-01T00:16:18+08:00 | Changi | 103.987 | 1.357 | Moderate Rain | RA |
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 |