Alternative data datasets
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2000 Property Listings Across Malaysia with Detailed Attributes and Pricing
Near-real-time consumer expenditure analytics sourced from several payment processor collaborations.
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43,119 permits from 16 US cities, official open-data APIs, Sep 2026
for data exploration & visualization, as an alternative to iris.
20 year stock dataset of military arms corporation
An assessment tool that measures how well ESG disclosures align with CSRD reporting requirements.
Unlocking Real Estate Insights: Analyzing, Visualizing, and Predict with ML
What the world is reading and talking about - 6,960 rows, 8 languages
25K Indian loan applicants with realistic CIBIL-based risk
Daily anonymized and combined movement metrics mapped to 100-meter square tiles across available international regions.
Anonymized, aggregated movement information for the United States is broken down by 100-meter grid cells and reported in hourly activity profiles.
for Regression Models
The clinical_trials dataset distributes ClinicalTrials.gov registry records in Parquet format for offline analysis. It contains a single training split of roughly 150,000 rows sourced from the public clinical-trial registry.
Free annual archives of terrestrial AIS vessel-position messages covering all US coastal waters, from 2009 onward, ship tracks, speeds and port calls that serve as ground truth for trade-flow and commodity-shipping research.
Near-real-time AIS-based maritime tracking covering global vessel locations, port visits and overall fleet movements.
Get a data sample: Market Inside provides 190+ countries Cargo Bill of Lading data to Unlock trade insights of Cargo movements from BL Documents reported by freight forwarders and shipping companies involved.
Get a data sample: Global Trade Dataset: 7BN+ shipment records from customs and port authorities from Jan 2012 to PRESENT, updated monthly. A single shipment record includes comprehensive company details such as buyer/ supplier names&addresses, product description, commodity price, weight, and value
Get a data sample: Unlock EU Trade Insights with Market Inside's Import Export Data. Our Transit Data covers the information on Import-Export Shipments, which pass through different customs territories. 190+ Countries database is covered.
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Tap into one of the most extensive automotive-listing repositories, including vehicle specifications, sales transactions, stock levels, and related attributes.
A live feed of vehicle inventory from tens of thousands of US and Canadian dealers, with VINs, trims, days on lot and pricing, near-real-time visibility into automotive supply and demand.
Long-running series of news, social, and ESG sentiment measures distributed through LSEG channels.
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AI-scored ethics for 500 companies
Aggregated and anonymized consumer expenditure data used to inform and shape digital advertising campaigns.
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PatentDesc Dataset Based on data from vl2g licensed under MIT License. Copyright (c) 2024 vl2g.
patent-desc-test is a small text dataset on Hugging Face Datasets that contains short identifier-style strings derived from patent document numbers. The dataset is published by user matthias-ehrlich and is broadly tagged as public records–adjacent text data.
Spatial analytics covering construction sites, mining operations and port logistics, produced from optical and synthetic aperture radar imagery and packaged as organized data feeds.
Deliver fast and dependable IP-to-location mapping at the country and continent scale.
A unified compilation of worldwide crude oil prices along with import, export, and net import series, blending daily and monthly observations from multiple public sources into one analytical file.
An analytical project examining the Paris Housing Dataset to uncover which property attributes most strongly affect asking prices. It involves cleaning, visualizing, and statistically modeling the records to answer targeted research questions.
Hourly Electricity Consumption & Production Dataset with Detailed Energy Source