Alternative data datasets
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A reference collection drawn from the U.S. Patent Phrase to Phrase Matching Kaggle competition, containing additional details that are still required for full documentation.
Carefully selected patient data collections enhanced with key clinical context, obtained from the BCDA platform.
Collection of datasets under the places theme that provide point-based geographic markers for various facilities, services, businesses, and amenities.
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.
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.
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.
A collection of restaurant reviews was assembled in 2019 through Python-based web scraping focused on Dutch establishments, capturing both visit experiences and feature-related information. It is organized in the DatasetDict format with three splits: 116,693 training records, 14,587 test records, and 14,587 validation records.
Mechanical Utility Patents — 100 HTML Records A curated collection of 100 distinct granted U.S. utility patents from 100 patent families, saved as HTML for mechanical-engineering document analysis. Published by cmuchancel. Source disclosure: the patent text, bibliographic metadata, and drawings were obtained from Google Patents. Original PDFs and drawing assets are hosted on patentimages.storage.g
An all-encompassing collection detailing every facet of Criminal IP's address intelligence products.
Statistical collections on commercial activity, corporate operations, and tourism across the European Union.
Bespoke and non-standardized collections assembled for specialized analytical requirements.
A cross-domain collection of statistical frameworks covering standards 72 through 74.
A curated, well-organized collection of documents formatted for straightforward ingestion into retrieval-augmented generation systems.
A collection examining surgical practice during a period of technological and medical advancement.
A curated collection drawn from five leading dental journals, comprising 95,763 processed rows prepared for machine learning, with bias reviews and source lineage documentation.
A collection of financial reporting from the early 1900s spanning 1902 through 1930.
Organized text collection well suited for retrieval-augmented generation, longitudinal language modeling, and dialogue-based data exploration.
Ready-to-use collection suited for retrieval-augmented question answering on historical medical topics.
Well-suited for embedding-based search and retrieval-augmented generation across a unified historical text collection.
A curated collection designed to function as a retrieval-augmented generation knowledge base and a resource for historical research.
A reference collection designed to support retrieval-augmented generation and the study of historical language models.
A collection of laboratory records documenting testing events associated with uncontrolled diabetes over the past twelve months.
A large granted-patent text collection from the USPTO, tens of millions of records in Parquet (Apache 2.0). Broad coverage of claims and descriptions for IP-intensity and technology-trend measurement.
A small Parquet-format collection from Electric Sheep Africa reporting room occupancy rates for large hotels in Mauritius from 2019 to 2023, containing ten records drawn from MDPA and packaged with Hugging Face metadata for machine learning workflows.
A reference collection of alphanumeric Level II HCPCS procedure identifiers along with their associated modifiers.
Collection of statistics tracking coronavirus infections and fatalities across the United States.
An extensive collection of financial filings sourced from the U.S. Securities and Exchange Commission, intended for analytical and academic use.
A U.S. patent collection with a minimal placeholder card and no additional documentation provided.
Continually expanding collection of publicly available statistical and reference datasets sourced globally.
FactSet's collection profiles worldwide private equity and venture capital organizations along with associated firm-level information.
A curated collection of earnings call recordings broken into intelligent segments and paired with high-accuracy transcripts produced by Mistral's Voxtral model, intended for ASR benchmarking, transcription quality studies, and audio-to-text alignment research.
The collection offers device identifiers categorized by lifestyle interests and the places users are observed visiting.
Indian equity market price history covering NSE-listed stocks and indices from 2000 through 2026, offered in Parquet shards of roughly 1.5GB each for efficient streaming on the Hugging Face hub. The collection draws on more than 2,500 tickers and supports both minute-level and end-of-day intervals.
A collection of broad leaved dock images for weed sprayer
Pay benchmark figures compiled from online job postings and formal compensation surveys.
Datamule partnered with Teraflop AI and Eventual to publish the SEC-EDGAR dataset, which covers all major filings from the SEC EDGAR database and amounts to 590 GB across about 8 million samples and 43 billion tokens. Collection relied on the datamule-python library and John Friedman's official datamule API, tools designed in Python for gathering and handling SEC filing data.
The patents-publications-dataset is a large-scale tabular collection of patent publication records distributed in Parquet format. Hosted by publisher labofsahil on the Hugging Face Hub under an unstated license, it is sized in the 100M–1B row range.
A JSONL collection of detokenized EDGAR agreement records, where a single entry may contain multiple agreements and no source-level cleaning has been applied.
A collection of widely used datasets covering sustainable finance and responsible investment research.
A Comprehensive Collection of Movie Information, Ratings and Genres
A collection featuring the primary independent claim of United States utility patents issued between 2005 and 2025 is provided. Because the opening claim usually establishes the widest legal boundaries of an invention, it carries particular significance, and each entry includes the patent identifier alongside its claim text.
Broad collection of ESG data points intended to support investors in forming environmental, social, and governance analyses.
Commercial scraping interfaces for online retail, general websites, and search engine results, returning organized public-web records backed by worldwide proxy networks.
A collection of climate metrics generated by observing and modeling atmospheric conditions across the United States over time.
A large scale collection of structured video annotations covering transcripts, summaries, sentiment, safety signals, and content metadata.
Analytical products derived from email receipt collections to study consumer behavior on internet commerce platforms.