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Collection: Historical 2-hour Weather Forecast

Dataset: Historical 2-hour Weather Forecast (2020)

Environment

Historical 2-hour Weather Forecast (2020)

Data from Jan 2020 to Dec 2020

Last updated: 15 Apr 2025, 23:36 SGT

NEA (National Environment Agency)

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.

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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 sales_climo@nea.gov.sg. Please note that fees may apply for data and report preparation.

Data explorer

Historical2hourWeatherForecast2020.csv (918.3K rows, 174.6 MB)

Date Date (YYYY-MM-DD)	Timestamp Text	Valid Period Text Text	Valid Period Start Text	Valid Period End Text	Update Timestamp Text	Location Name Text	Location Longitude Text	Location Latitude Text	Forecast Text Text	Forecast Code Text
(Null)0.0%	(Null)0.0% 2020-01-05T03:30:00+08:00<0.1% 2020-01-05T04:00:00+08:00<0.1% 2020-01-05T06:30:00+08:00<0.1% 2020-01-05T08:30:00+08:00<0.1%	(Null)0.0% 2.30 pm to 4.30 pm2.6% 4.00 pm to 6.00 pm2.5% 2.00 pm to 4.00 pm2.5% 3.30 pm to 5.30 pm2.5%	(Null)0.0% 2020-08-23T06:00:00+08:00<0.1% 2020-10-31T13:00:00+08:00<0.1% 2020-01-29T12:00:00+08:00<0.1% 2020-04-30T14:00:00+08:00<0.1%	(Null)0.0% 2020-08-23T08:00:00+08:00<0.1% 2020-10-31T15:00:00+08:00<0.1% 2020-01-29T14:00:00+08:00<0.1% 2020-04-30T16:00:00+08:00<0.1%	(Null)0.0% 2020-01-05T04:13:56+08:00<0.1% 2020-01-05T06:33:52+08:00<0.1% 2020-01-05T08:33:53+08:00<0.1% 2020-01-05T09:23:52+08:00<0.1%	(Null)0.0% City2.1% Tuas2.1% Bedok2.1% Bishan2.1%	(Null)0.0% 103.8396.4% 103.672.1% 103.762.1% 103.962.1%	(Null)0.0% 1.3154.3% 1.3574.3% 1.4044.3% 1.372.1%	(Null)0.0% Cloudy23.8% Partly Cloudy (Day)23.3% Partly Cloudy (Night)17.9% Light Rain5.8%	(Null)0.0% CL23.8% PC23.3% PN17.9% LR5.8%
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Ang Mo Kio	103.839	1.375	Windy	WD
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Bedok	103.924	1.321	Windy	WD
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Bishan	103.839	1.350772	Windy	WD
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Boon Lay	103.701	1.304	Windy	WD
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Bukit Batok	103.754	1.353	Windy	WD
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Bukit Merah	103.819	1.277	Windy	WD
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Bukit Panjang	103.77195	1.362	Windy	WD
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Bukit Timah	103.791	1.325	Windy	WD
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Central Water Catchment	103.805	1.38	Windy	WD
2020-01-05	2020-01-05T03:30:00+08:00	3.30 am to 5.30 am	2020-01-05T03:30:00+08:00	2020-01-05T05:30:00+08:00	2020-01-05T04:13:56+08:00	Changi	103.987	1.357	Windy	WD

Column legend

Title	Column name	Data type	Unit of measure	Description
Date	date	Date (YYYY-MM-DD)	-	-
Timestamp	timestamp	Text	-	-
Valid Period Text	valid_period_text	Text	-	-
Valid Period Start	valid_period_start	Text	-	-
Valid Period End	valid_period_end	Text	-	-
Update Timestamp	update_timestamp	Text	-	-
Location Name	location_name	Text	-	-
Location Longitude	location_longitude	Text	-	-
Location Latitude	location_latitude	Text	-	-
Forecast Text	forecast_text	Text	-	-

Analyse this dataset with Colab Notebook

1. Copy this dataset ID: d_83ab03de31ec08093a68a9a43d0e0e42
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Sample OpenAPI query

This code can be used to test a sample API query. It retrieves the data catalogue of this dataset. For a complete guide on query parameters and syntax, please refer to the API documentation. Try it out on your browser to see the response schema.

import requests
          
dataset_id = "d_83ab03de31ec08093a68a9a43d0e0e42"
url = "https://data.gov.sg/api/action/datastore_search?resource_id="  + dataset_id 
        
response = requests.get(url)
print(response.json())

Citation

This dataset can be reused and cited in research publications.

National Environment Agency. (2025). Historical 2-hour Weather Forecast (2020) (2025) [Dataset]. data.gov.sg. Retrieved April 19, 2026 from https://data.gov.sg/datasets/d_83ab03de31ec08093a68a9a43d0e0e42/view

About this dataset

Contact

feedback@data.gov.sg

Created on

15 Apr 2025

Licence

Free forever for personal or commercial use, under the Open Data Licence.

Agency

NEA (National Environment Agency)