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CSV National Environment Agency

Historical 2-hour Weather Forecast (2021)

Description

National Environment Agency CSV of Singapore’s historical two-hour weather forecasts for 2021, covering 1 January to 29 December. Records identify the issue and validity periods, forecast location and coordinates, and forecast text and codes. Weather researchers and application developers can reconstruct short-range forecasts by area, while noting that the dataset has not undergone the quality-control procedures used for official climate records.

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.

Download CSV View on data.gov.sg
Last updated
Coverage
2021-01-01 – 2021-12-29
Rows
988,034
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
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Ang Mo Kio 103.839 1.375 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Bedok 103.924 1.321 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Bishan 103.839 1.350772 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Boon Lay 103.701 1.304 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Bukit Batok 103.754 1.353 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Bukit Merah 103.819 1.277 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Bukit Panjang 103.77195 1.362 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Bukit Timah 103.791 1.325 Passing Showers PS
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Central Water Catchment 103.805 1.38 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Changi 103.987 1.357 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Choa Chu Kang 103.745 1.377 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Clementi 103.76 1.315 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 City 103.844 1.292 Passing Showers PS
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Geylang 103.884 1.318 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Hougang 103.886 1.361218 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Jalan Bahar 103.67 1.347 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Jurong East 103.737 1.326 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Jurong Island 103.699 1.266 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Jurong West 103.705 1.34039 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Kallang 103.862 1.312 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Lim Chu Kang 103.717332 1.423 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Mandai 103.812 1.419 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Marine Parade 103.891 1.297 Windy WD
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Novena 103.826 1.327 Passing Showers PS
2021-01-01 2021-01-01T00:00:00+08:00 Midnight to 2.00 am 2021-01-01T00:00:00+08:00 2021-01-01T02:00:00+08:00 2021-01-01T00:08:52+08:00 Pasir Ris 103.948 1.37 Windy WD

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