Alternative data datasets
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Intelligence on privately held businesses, including investment rounds, mergers and acquisitions, and industry trends.
Cboe volatility histories for the VIX and related indices, daily options volume, open interest, put/call ratios and broader market statistics.
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International Energy Agency (IEA)
A sample of US patent titles, abstracts and CPC classification labels built for multi-class patent classification, tens of thousands of text records in Parquet. Useful as training material for mapping innovation activity onto technology categories over time.
A standardized disclosure platform aggregating climate, water and forestry reporting from over 23,000 corporations and public bodies, covering emissions, targets, risks and consumption.
Up-to-the-minute worldwide information on vehicle manufacturing output and consumer demand for analytics.
A unified resource linking worldwide commodity availability, consumption, and cost information.
Consistent, current figures for benchmarking worldwide economic patterns across regions.
Detailed coverage of metals markets, from extraction sites to processing and fabrication.
Trusted Russian-language and English-language statistics on the country's economic sectors, industries, and commerce.
Daily refreshed visuals and metrics for monitoring international shipping flows and port operations.
Uniform, predictive economic metrics offering a global outlook.
Millions of consumer complaints about financial products, mortgages, credit cards, debt collection and loans, with product, issue, company response and ZIP-level geography, together with HMDA mortgage disclosures.
A weekly dataset tracking positions held by commercial and non-commercial participants across futures, provided in legacy, disaggregated, and financial-futures formats for agricultural, energy, metals, and financial contracts.
Compliance, investigative and market intelligence tooling for major blockchain networks.
Sample point-of-interest records with geographic coordinates, mailing addresses, associated stock symbols, and additional fields for every Dutch Bros Coffee outlet.
A points-of-interest sample featuring coordinates, mailing addresses, stock symbols, and other fields for every U.S. Walmart store.
The "Business Impact" Angle
Korean Drama from MyDramaList website (as of Thursday December 30th, 2021)
clinical-trials-v2 is a Hugging Face dataset published by chemNLP containing processed ClinicalTrials.gov records stored in Parquet. It exposes three columns, filename, xml, and text, drawn from the official clinical-study XML schema.
Chinese patents paired with their abstractive summaries in Mandarin, a few thousand records in JSON (Apache 2.0). A window into the pace and direction of patenting inside the Chinese technology base.
From City of Chicago Open Data
China Multiple Myeloma Clinical Trials — Open Dataset Multiple myeloma clinical trials registered in China, curated from official NMPA / CDE filings by the China Myeloma Digital Network (CMDN), an independent non-profit patient advocacy organisation. This is a mirror. The citable version of record lives at doi.org/10.5281/zenodo.22690814; the source repository is chinamyeloma/china-myeloma-clinica
Smart Agriculture is being improved by the Artificial Intelligence (AI)
Worldwide job listing collection refreshed daily, capturing required skills, credentials, and experience ranges.
United States job listing collection refreshed daily, capturing required skills, credentials, and experience ranges.
Sindh Flood (Sukkur) Pakistan
A collection of earnings call transcripts covering S&P 500 firms and other U.S. large-cap companies across the years 2005 through 2025, intended for financial analysis, NLP modeling, and sentiment research.
A multilingual collection comprising over one million Italian dialogue exchanges, ten thousand audio clips, six thousand images, and roughly two thousand five hundred verified retail purchases, refreshed each month.
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Historical and projected aircraft fuel usage plus carbon dioxide output, reported at the flight and seat level and validated by airlines.
A broad resource designed to assess and examine the clinical trial environment across therapeutic areas and study types.
An organized compilation of records intended to review and interpret the global clinical trials ecosystem.
A detailed offering aimed at benchmarking and investigating clinical research activities across regions and phases.
Explore Open Data from Los Angeles
Crowd-sourced research platform pooling citizen and professional input to evaluate corporate behavior across operational, regulatory and ESG dimensions.
Country-level healthcare claims platform that traces patient pathways and results across hundreds of millions of records.
Use Clarity AI's TCFD metric to evaluate how firms incorporate climate-related risks into their strategy.
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Research and intelligence covering pharmaceutical products, clinical trials, patent filings and regulatory progress.
A small text-classification dataset by ClarusC64 that labels whether borrow-rate, short-interest and price signals cohere into a real short squeeze or diverge into a false signal. It is published on a model hub with an MIT license tag and a 10-row train split.
Electricity and indoor measurements of an office building in Bangkok, Thailand
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Farm-level agronomic records such as planting activity, harvest output, and field imagery sourced from connected agricultural operations.
An independently compiled registry cataloguing greenhouse gas releases from over 350 million individual assets and sites worldwide, spanning electricity generation, fossil fuel extraction, maritime transport and industrial facilities, derived through satellite imagery and sensor analysis and offered for unrestricted download.
Transform operational records into greenhouse-gas output measures through automated processing.
Carbon emission factors for Scopes 1, 2, and 3 as released by the United States Environmental Protection Agency.
A registry and results database of more than 450,000 clinical trials worldwide, with protocols, sites, enrollment counts, outcomes and sponsor details, queryable through a free REST API and bulk downloads, the reference source for pharmaceutical pipeline tracking.
GenAI-job-postings-Dataset is a small, US-focused text corpus of generative-AI and machine-learning job postings distributed in Parquet format. The dataset is published on the Hugging Face Hub under an unstated license and comprises a single train split of roughly 120 rows.
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SEC EDGAR filings covering asset-backed securities and equity offerings.