# data.gov.sg ## data.gov.sg - [Introduction to data.gov.sg](https://guide.data.gov.sg/introduction-to-data.gov.sg.md) - [What's new](https://guide.data.gov.sg/whats-new.md): Find a summary of whats new here! For more information on each individual feature click on the monthly release notes tabs to the left of the screen. - [Extended Deadline: Upgrade to API Keys by Dec 31, 2025](https://guide.data.gov.sg/whats-new/extended-deadline-upgrade-to-api-keys-by-dec-31-2025.md) - [Release notes: October 2025](https://guide.data.gov.sg/whats-new/release-notes-october-2025.md): New Sign-In Feature Available on Data.gov.sg - [Release notes: October 2025 \[For Admins\]](https://guide.data.gov.sg/whats-new/release-notes-october-2025-for-admins.md) - [Release notes: September 2025](https://guide.data.gov.sg/whats-new/release-notes-september-2025.md) - [Release notes: July 2025](https://guide.data.gov.sg/whats-new/release-notes-july-2025.md) - [Release notes: February 2025](https://guide.data.gov.sg/whats-new/release-notes-february-2025.md) - [Release notes: October 2024](https://guide.data.gov.sg/whats-new/release-notes-october-2024.md) - [Release notes: September 2024](https://guide.data.gov.sg/whats-new/release-notes-september-2024.md) - [Release Notes: April 2026](https://guide.data.gov.sg/whats-new/release-notes-april-2026.md) - [Content quality guidelines](https://guide.data.gov.sg/user-guide/content-quality-guidelines.md) - [Data types](https://guide.data.gov.sg/user-guide/content-quality-guidelines/data-types.md) - [Data principles](https://guide.data.gov.sg/user-guide/content-quality-guidelines/data-principles.md) - [For data consumers](https://guide.data.gov.sg/user-guide/for-data-consumers.md): Click on the nestled pages if you are an officer looking to access data.gov Classified. - [How to search for data](https://guide.data.gov.sg/user-guide/for-data-consumers/how-to-search-for-data.md): There are different ways of searching for datasets on data.gov.sg. Click on the purple circle to follow through the mini demos to find out a few ways to explore open data on the site. - [How to raise a data request](https://guide.data.gov.sg/user-guide/for-data-consumers/how-to-raise-a-data-request.md) - [How to embed the dataset explorer on your site](https://guide.data.gov.sg/user-guide/for-data-consumers/how-to-embed-the-dataset-explorer-on-your-site.md) - [How to search for real-time APIs](https://guide.data.gov.sg/user-guide/for-data-consumers/how-to-search-for-real-time-apis.md): Click the purple circular button to follow through the demo below. - [For data owners](https://guide.data.gov.sg/user-guide/for-data-owners.md) - [Getting started: Onboarding](https://guide.data.gov.sg/user-guide/for-data-owners/getting-started-onboarding.md): This guide answers common questions from agencies who wish to onboard to data.gov.sg (DGS) - [How to register as an admin](https://guide.data.gov.sg/user-guide/for-data-owners/how-to-register-as-an-admin.md) - [How to login](https://guide.data.gov.sg/user-guide/for-data-owners/how-to-login.md): Data Owners are granted access to the admin portal of data.gov. Here you will be able to view all publihsed datasets, organise them into collections and generate API keys. - [How to publish data](https://guide.data.gov.sg/user-guide/for-data-owners/how-to-publish-data.md) - [Making datasets easy to find](https://guide.data.gov.sg/user-guide/for-data-owners/making-datasets-easy-to-find.md): A practical guide for dataset administrators to improve the discoverability of published datasets - [How to unpublish and/or delete datasets](https://guide.data.gov.sg/user-guide/for-data-owners/how-to-unpublish-and-or-delete-datasets.md): Admins have the ability to remove published datasets on the site via unpublishing or deleting the dataset. Unpublishing and deleting a dataset on a site serve different purposes, listed below. - [How to edit datasets](https://guide.data.gov.sg/user-guide/for-data-owners/how-to-edit-datasets.md) - [How to generate API keys](https://guide.data.gov.sg/user-guide/for-data-owners/how-to-generate-api-keys.md) - [Write APIs](https://guide.data.gov.sg/user-guide/for-data-owners/write-apis.md) - [API overview](https://guide.data.gov.sg/developer-guide/api-overview.md) - [How to request an API key](https://guide.data.gov.sg/developer-guide/api-overview/how-to-request-an-api-key.md): To access a higher limit for your API, simply apply for an API key by logging in to our dashboard. - [How to use your API Key](https://guide.data.gov.sg/developer-guide/api-overview/how-to-use-your-api-key.md): To authenticate, include your API key in the request header as follows: - [Deleting and Expiring API Keys](https://guide.data.gov.sg/developer-guide/api-overview/deleting-and-expiring-api-keys.md) - [API Rate Limits](https://guide.data.gov.sg/developer-guide/api-overview/api-rate-limits.md) - [Collection APIs](https://guide.data.gov.sg/developer-guide/collection-apis.md) - [Dataset APIs](https://guide.data.gov.sg/developer-guide/dataset-apis.md) - [List rows of dataset](https://guide.data.gov.sg/developer-guide/dataset-apis/list-rows-of-dataset.md) - [Search and filter within dataset](https://guide.data.gov.sg/developer-guide/dataset-apis/search-and-filter-within-dataset.md) - [Download dataset](https://guide.data.gov.sg/developer-guide/dataset-apis/download-dataset.md) - [Get dataset metadata](https://guide.data.gov.sg/developer-guide/dataset-apis/get-dataset-metadata.md) - [List all datasets](https://guide.data.gov.sg/developer-guide/dataset-apis/list-all-datasets.md) - [Real Time APIs](https://guide.data.gov.sg/developer-guide/real-time-apis.md) --- # Agent Instructions This documentation is published with GitBook. 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