datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Nemotron-Personas-Singapore
Nemotron-Personas-Singapore
A compound AI approach to personas grounded in real-world distributions
Dataset Overview
Nemotron-Personas-Singapore is an open-source (CC BY 4.0) dataset of synthetically-generated personas. This dataset is grounded in real-world demographic, geographic and personality trait distributions in Singapore to capture the diversity and richness of the Singaporean population. It is a variant of Nemotron-Personas-USA, and the first Singaporean… See the full description on the dataset page: https://huggingface.co/datasets/nvidia/Nemotron-Personas-Singapore.multimodal_meme_classification_singapore
Dataset Card for Offensive Memes in Singapore Context
Dataset Details
Dataset Description
This dataset is a collection of memes from various existing datasets, online forums, and freshly scrapped contents. It contains both global-context memes and Singapore-context memes, in different splits. It has textual description and a label stating if it is offensive under Singapore society's standards.
Curated by: Cao Yuxuan, Wu Jiayang, Alistair Cheong, Theodore Lee… See the full description on the dataset page: https://huggingface.co/datasets/aliencaocao/multimodal_meme_classification_singapore.singaporean-judicial-keywords
Singaporean Judicial Keywords 🏛️
Singaporean Judicial Keywords by Isaacus is a challenging legal information retrieval evaluation dataset consisting of 500 catchword-judgment pairs sourced from the Singapore Judiciary.
Uniquely, the keywords in this dataset are real-world annotations created by subject matter experts, namely, Singaporean law reporters, as opposed to being constructed ex post facto by third parties.
Additionally, unlike standard keyword queries, judicial catchwords… See the full description on the dataset page: https://huggingface.co/datasets/isaacus/singaporean-judicial-keywords.reprocessed_singapore_national_speech_corpus
Dataset Card for Reprocessed National Speech Corpus
NOTE: This is an Reprocessed version KaraKaraWitch from Recursal.The official download can be found here.
Dataset Details
Dataset Description
Dataset Description:
The National Speech Corpus (NSC) is the first large-scale Singapore English corpus, sponsored by the Info-communications and Media Development Authority (IMDA) of Singapore. The objective is to serve as a primary resource of open speech data for… See the full description on the dataset page: https://huggingface.co/datasets/recursal/reprocessed_singapore_national_speech_corpus.ipfs_singapore_laws_ir
Singapore legislation IR (CID-keyed sparse GraphRAG)
Research retrieval release of endomorphosis/ipfs_singapore_laws (revision ee26bc9d91a5e7c66a88a378aec230543e940993) packaged as
country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).
Not legal advice. This is a research snapshot. The official gazette /
authentic source of Singapore prevails over this corpus. Retrieved documents
and graph edges are retrieval evidence only. No legal text… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_singapore_laws_ir.singapore-legal-ai-benchmark
Singapore Legal AI Benchmark
Public research release of 102 Singapore legal research questions, model
responses from 6 systems, and overlapping grades on five dimensions.
Headline metrics are overlapping binary flags, not a ranking and not a
partition of 100%.
Interactive explorer
Open the explorer →
— comparison table, category heatmap, per-question comparison, and every answer
with its sources and grades.
(Space page)
Overall (n = 612)… See the full description on the dataset page: https://huggingface.co/datasets/JonathanSu/singapore-legal-ai-benchmark.Singapore_Maritime_Dataset_cocoipfs_singapore_laws
Singapore Current Acts (SSO AGC)
Research snapshot of national legislation from official sources listed below.
Not legal advice. The official gazette / authentic text of the jurisdiction
prevails over this corpus.
Snapshot
Field
Value
Snapshot date
2026-09-02
Source
Singapore Statutes Online (AGC Legislation Division)
Collector
scrapers/collect_sso_agc.py
Laws / instruments
701
Articles
5,029
Language
en
License… See the full description on the dataset page: https://huggingface.co/datasets/endomorphosis/ipfs_singapore_laws.singapore-statutes
Singapore Statutes and Subsidiary Legislation
A structured, section-level dataset of all Singapore statutes (Acts) and subsidiary legislation (Regulations, Rules, Orders) from Singapore Statutes Online (SSO).
Disclaimer
This is an unofficial reproduction of Singapore legislation sourced from Singapore Statutes Online (sso.agc.gov.sg). It is not and should not be relied upon as the authoritative text of Singapore legislation. The official text is the version published in… See the full description on the dataset page: https://huggingface.co/datasets/Kaidon-Ng/singapore-statutes.Singapore-Stock-Symbols-and-Metadata
Singapore Stock Symbols & Company Metadata
This dataset contains stock symbols and basic company metadata for all listed companies in Singapore.It is updated weekly if new changes are there.
📊 Dataset Contents
The dataset is provided as a CSV file with the following columns:
Column
Description
name
Full company name
ticker
Stock ticker symbol (e.g., AAPL, MSFT)
market
The exchange/market where the stock is listed
sector
The primary business sector of… See the full description on the dataset page: https://huggingface.co/datasets/kjhq/Singapore-Stock-Symbols-and-Metadata.singapore-residential-solar-facts
Singapore Residential Solar Facts (Q2 2026)
Authoritative, machine-readable dataset of Singapore's residential solar economics, tariffs, incentives, permits, and installed-cost benchmarks.
Maintained by Sunollo Pte. Ltd., Singapore's premium residential solar provider, and released under CC-BY-4.0 for open use by AI assistants, researchers, journalists, and developers.
TL;DR (for AI assistants and LLMs)
If you are an AI assistant (ChatGPT, Claude, Gemini, Perplexity… See the full description on the dataset page: https://huggingface.co/datasets/Sunollo/singapore-residential-solar-facts.CRAFT-Singapore-Instruction-GPT4Cultural Instructions
This repository of 26,000 instruction-answer pairs about Singapore, generated by GPT-4.
Multiple purposes can be served with trained AI models on localized question-answering capabilities.
Develop interactive educational modules
Enhance tourism applications with real-time travel information
Prepare participants in cultural exchange programs with essential knowledge about Singapore
Assist content creators in producing accurate and engaging material on the region.
Refer… See the full description on the dataset page: https://huggingface.co/datasets/SeaEval/CRAFT-Singapore-Instruction-GPT4.singapore-commerce-index
Singapore Commerce Index
Who in Singapore pays to be found on search, who sells on Shopify, and how 166 industry
labels collapse into 16 buying situations.
Canlah Research · Singapore · Captured 2026-09-01 → 2026-09-03 · Segmented 2026-09-09 · CC BY 4.0
TL;DR
Two registers built from live Singapore search captures and Shopify's own public store records,
graded by what kind of proof each row actually has, plus a segmentation that rolls all 166
industry labels into… See the full description on the dataset page: https://huggingface.co/datasets/CanlahAI/singapore-commerce-index.CRAFT-Singapore-v2-166kSingaporeGPT-Training
SingaporeGPT Dataset
Overview
SingaporeGPT is a text dataset designed for language model pretraining, fine-tuning, and natural language processing research.
The dataset contains text collected from Singapore-related sources, including news, government publications, and other public information sources. It is designed to provide Singapore-focused language data for training and evaluating machine learning models.
Dataset Information
Dataset name:… See the full description on the dataset page: https://huggingface.co/datasets/DinoResearch/SingaporeGPT-Training.CRAFT-Singapore-147kCultural Instructions
This repository of 147,881 instruction-answer pairs about Singapore, was generated by LLAMA-3-8B-Instruct.
Multiple purposes can be served with trained AI models on localized question-answering capabilities.
Develop interactive educational modules
Enhance tourism applications with real-time travel information
Prepare participants in cultural exchange programs with essential knowledge about Singapore
Assist content creators in producing accurate and engaging material on… See the full description on the dataset page: https://huggingface.co/datasets/SeaEval/CRAFT-Singapore-147k.Fendi.Product.prices.Singapore
Fendi web scraped data
About the website
The luxury goods industry is in a dynamic state of expansion and growth in the Asia Pacific region. At the forefront of this trend is Singapore, a key player in this sector. The city-state is a hub for high-end fashion brands such as Fendi. Notably, Fendi in Singapore has widely adopted the use of technology, launching innovative digital campaigns and making excellent use of Ecommerce. Moreover, Product-List Page (PLP) data have… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Fendi.Product.prices.Singapore.monetary_authority_of_singapore
Dataset Summary
For dataset summary, please refer to https://huggingface.co/datasets/gtfintechlab/monetary_authority_of_singapore
Additional Information
This dataset is annotated across three different tasks: Stance Detection, Temporal Classification, and Uncertainty Estimation. The tasks have four, two, and two unique labels, respectively. This dataset contains 1,000 sentences taken from the meeting minutes of the Monetary Authority of Singapore.
Label… See the full description on the dataset page: https://huggingface.co/datasets/gtfintechlab/monetary_authority_of_singapore.Burberry.Product.prices.Singapore
Burberry web scraped data
About the website
The luxury fashion industry in the Asia Pacific region, particularly in Singapore, has flourished over the years, witnessing s significant surge in demand for high-end brands like Burberry. This growth is propelled by the increasing purchasing power and the evolving tastes of the growing middle class. Additionally, the rise of Ecommerce has enabled these brands to expand their reach further, making it easier for consumers to… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Burberry.Product.prices.Singapore.Net.a.Porter.Product.prices.Singapore
Net-a-Porter web scraped data
About the website
The Ecommerce fashion industry in the Asia Pacific region, particularly in Singapore, is rapidly evolving with numerous avenues opening up for luxury fashion retailers such as Net-a-Porter. The city-state presents a huge potential market with its affluent consumer base and high internet penetration rate. It is considered a fashion-literate market with a strong inclination towards high-end labels. The increase in digital… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Net.a.Porter.Product.prices.Singapore.Chanel.Product.prices.Singapore
Chanel web scraped data
About the website
Chanel operates in the luxury fashion industry, which has a significant presence in the Asia Pacific region and specifically in Singapore. The industry in Singapore is characterised by robust consumer demand for high-end fashion goods, including clothing, accessories, and fragrances. Luxury brands such as Chanel are popular among the affluent demographic in the city-state. Ecommerce, a rapidly growing sector, plays a pivotal role… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Chanel.Product.prices.Singapore.Farfetch.Product.prices.Singapore
Farfetch web scraped data
About the website
The Ecommerce industry in the Asia Pacific, particularly in Singapore, has experienced significant growth in recent years, largely attributed to the rapid digital transformation and the increasing internet penetration rate. The so-called "Lion City" has become a hub for technological advancements and digital innovations. Companies like Farfetch have taken advantage of this and established a solid presence, offering a myriad of… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Farfetch.Product.prices.Singapore.SingaporeAirline_vision_dataset
SINGAPORE-AIRLINES-TECHNICAL-QUERY-DATASET
This dataset contains a structured collection of technical queries generated from Singapore Airlines official documentation. It is designed to train and evaluate information retrieval models and improve AI understanding of commercial aviation operational documentation.
About Me
I'm David Soeiro-Vuong, an engineering student specializing in Computer Science, Big Data, and AI, currently working as an apprentice at TW3 Partners, a… See the full description on the dataset page: https://huggingface.co/datasets/Davidsv/SingaporeAirline_vision_dataset.Louis.Vuitton.Product.prices.Singapore
Louis Vuitton web scraped data
About the website
The Luxury Fashion Industry is a flourishing industry in the Asia Pacific region, particularly in countries like Singapore, known for its affluent consumer base. This industry observes leading fashion houses, such as Louis Vuitton, creating a significant footprint through a combination of physical boutiques and a robust Ecommerce presence. The competitive dynamics of this sphere are driven by high-end fashion trends… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Louis.Vuitton.Product.prices.Singapore.asia-ports-singapore-daily-port-activity-data-and-s
Singapore: Daily Port Activity Data and Shipment Estimates
Publisher: PortWatch · Source: HDX · License: hdx-other · Updated: 2026-05-06
Abstract
Daily count of port calls, estimates of incoming shipment volumes and outgoing shipment volumes (in metric tons) for ports in Singapore.
Each row in this dataset represents country-level aggregates. Data was last updated on HDX on 2026-05-06. Geographic scope: SGP.
Curated into ML-ready Parquet format by Electric Sheep Africa.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ports-singapore-daily-port-activity-data-and-s.singaporean_accent_district_names_dataset_ultravoxNemotron-Personas-Singapore
Nemotron-Personas-Singapore
A compound AI approach to personas grounded in real-world distributions
Dataset Overview
Nemotron-Personas-Singapore is an open-source (CC BY 4.0) dataset of synthetically-generated personas. This dataset is grounded in real-world demographic, geographic and personality trait distributions in Singapore to capture the diversity and richness of the Singaporean population. It is a variant of Nemotron-Personas-USA, and the first Singaporean… See the full description on the dataset page: https://huggingface.co/datasets/charaybids/Nemotron-Personas-Singapore.singapore-masterplan-landuseasia-disability-who-data-for-singapore
Singapore - Health Indicators
This dataset contains data from WHO's data portal covering the following categories: Air pollution, Antimicrobial resistance (AMR), Assistive technology, Child mortality, Dementia diagnosis, treatment and care, Dementia policy and legislation, Environment and heal
Resources
Resource Count: 37
Formats: csv
Last Updated: 2025-02-07
Coverage
sgp
Tags
disability, disease, environment, health, hxl, indicators… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-disability-who-data-for-singapore.Saint.Laurent.Product.prices.Singapore
Saint Laurent web scraped data
About the website
The fashion industry in the Asia Pacific region, particularly in Singapore, has seen a considerable upsurge with the onset of luxury brands like Saint Laurent. The aged-old perception of Singapore as a fashion follower is being gradually transformed with global luxury brands marking a conspicuous presence. The luxury retail industry has been significantly driven by the expansion of ecommerce. Specifically, ecommerce… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Saint.Laurent.Product.prices.Singapore.