Alternative data datasets
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Build a single system of record for your ESG data, calculate GHG emissions, streamline reporting and accelerate decarbonization with IBM Envizi.
An end-to-end, customized solution to democratize quick and fast access to valuable data across various data sources, such as emails, documents, invoices, delivery notes, company knowledge-base sources (e.g. Confluence, Sharepoint and many others.), but also complex unstructured documents, such as drawings, hand-written notes, etc. Crayon’s AWS Gen AI Professional Services equips businesses with k
The airline-otp-data dataset is a large-scale, public-style tabular repository of U.S. domestic flight records covering on-time performance, delay attribution and cancellation outcomes. Published on Hugging Face under an unstated license, it contains roughly 30 million rows in CSV format and is aimed at analysts working with airline operations data.
Programmatic feed of capital markets reporting covering analyst views, options flow and early trading session headlines.
A Snowflake-native solution that converts patient records into population health indicators, quality reporting measures, and AI-generated clinical intelligence.
A reconstructed EDGAR corpus of company filings in English (Apache 2.0): a large sample of annual and quarterly reports and exhibits, hundreds of thousands of records. Comparable to other public SEC text sets and a solid starting point for filings-based research.
Machine-readable XBRL filings covering 10-K and 10-Q reports, cleaned and standardized so financial figures can be extracted reliably.
A standardized disclosure platform aggregating climate, water and forestry reporting from over 23,000 corporations and public bodies, covering emissions, targets, risks and consumption.
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.
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
Historical and projected aircraft fuel usage plus carbon dioxide output, reported at the flight and seat level and validated by airlines.
Repository of NPORT-P regulatory filings submitted by investment funds.
Aggregated holdings information parsed from quarterly 10-Q financial reports.
Report-Based ESG Records and Quality Labels
A worldwide repository of startup financing information, tracking funding rounds, backers, and exit events.
A centralized repository offering curated datasets drawn from New Zealand's comprehensive data lake.
Tracked modifications to ownership records of skilled nursing facilities as reported through CMS filings, delivered inside the customer's Snowflake environment.
Over twenty million adverse event reports covering drugs and medical devices are consolidated, refreshed daily, and structured for analysis.
Normalized extracts from the FDA FAERS system enable evaluation of drug adverse event reports and related safety signals.
Structured records of FDA medical device adverse event reports, formatted to support safety monitoring and risk evaluation workflows.
Drift Protocol v2 perp orders, deposits & withdrawals decoded from Solana
edgar_xbrl_companyfacts is a Hugging Face dataset published by DenyTranDFW that aggregates U.S. SEC EDGAR XBRL company-facts filings into a single Parquet file. The training split contains roughly 125 million rows of structured financial facts tagged by reporting period and unit.
A collection of financial reporting from the early 1900s spanning 1902 through 1930.
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 corpus of SEC EDGAR filings in English (Apache 2.0), roughly a few hundred thousand company documents including annual and quarterly reports and exhibits. The filings text is organized for model pretraining and retrieval, but the same documents are the raw material for filings-based and disclosure signals.
Facility-level environmental records from the US EPA, toxic release inventories, greenhouse-gas reports, air permits and regulated-facility lists, queryable by geography or company for compliance and ESG screening.
A dataset from ESG Book supplying firm-level sustainability indicators aligned with the Sustainable Finance Disclosure Regulation's reporting requirements.
Consumer credit reporting datasets encompassing credit files, payment defaults, and new lending activity.
Balance-sheet health and structure for every FDIC-insured US bank, reported quarterly: assets, deposits, loans, capital ratios and enforcement actions, exposed through a free API, the bedrock of regional-bank and credit-cycle work.
Combined ESG risk assessment drawing on controversial business activities, negative media coverage, and reported incidents.
An extensive repository containing records on more than 300,000 clinical studies involving pharmaceuticals and biologics.
Forecasts and historical figures spanning five years cover market size and share for retail loans, credit cards, and deposits.
Custom sourcing research for alternative datasets: structured briefs that map the available feeds to a specific investment thesis, rather than raw data sales.
Operational logistics records and reporting designed to support supply-chain modeling and evaluation of carrier efficiency.
Reporting package designed to support compliance with EU Taxonomy requirements for ESG-related disclosures.
Corporate filing and deadline intelligence (IN-Filings) that monitors reporting calendars, submissions and compliance timelines.
Rapid routing of intellectual property misuse reports to the appropriate parties for prompt remediation.
Corporate information designed to assist with reporting requirements tied to climate risks and EU Taxonomy GAR, BTAR, and PAB standards.
A consolidated, ready-to-use repository of 13F institutional holdings drawn from SEC EDGAR filings, capturing the most recent quarterly disclosures of more than 13,000 investment managers including hedge funds, mutual fund complexes, pension funds, banks, and family offices, with each record summarizing total assets under management and individual positions.
Layout metadata produced by PatentHubLayoutV2 for a JusticeDAO repository holding patent and legal material. It references the CFR Title 37 annual edition for 2024 and carries the tag patent-legal-v2.0.0, with publication handled separately as an operator decision.
Repository layout details generated by PatentHubLayoutV2 for JusticeDAO's patent and legal knowledge graph. The metadata references the CFR Title 37 2024 annual edition under a U.S. public-domain license and is tagged patent-legal-v2.0.0.
County-level internet performance statistics reported monthly, including latency, connection issues, and proximity to the connectivity frontier.
Expenditure intelligence on video games and digital entertainment assembled from consumer panels and distribution channel reporting.
The Future of Patent Corpus Management One Document, Fully Decoded - Without Anyone Reading It The signal you cannot get from a search interface The highest-value competitor signal in a patent portfolio is not the invention. It is the amount of money and urgency a company committed to it. That signal is never in an abstract, and no search interface surfaces it. It comes out of this corpus for ever
A cleaned, structured repository of job listings from multiple boards, with duplicate removal and records of when posts open and close.
An assessment tool that measures how well ESG disclosures align with CSRD reporting requirements.
Anonymized, aggregated movement information for the United States is broken down by 100-meter grid cells and reported in hourly activity profiles.
Tap into one of the most extensive automotive-listing repositories, including vehicle specifications, sales transactions, stock levels, and related attributes.
Entertainment industry datasets, music-streaming subscriber counts, video, gaming and creator-economy metrics, assembled from disclosures and web measurement.
A repository of roughly 2.7 million publicly available U.S. patent application records split into yearly source files spanning 2021 to 2026, covering application metadata, applicants and inventors, classifications, prosecution history, continuity and priority data, assignments, publications, and grant information where present, sourced from the USPTO.
Complete filing metadata and URLs for 82,000+ annual report filings (July-Dec)
FDA-regulated products and events exposed as structured JSON: adverse drug-event reports, device recalls and registrations, labels, the NDC directory and food enforcement, used for pharmacovigilance and regulatory-risk screens.
Crowd-sourced mobile speed and connectivity test results reflecting user experience across networks.
Records encompass both directly reported and algorithmically estimated emissions figures, offering up to a decade of ESG-related history.
Stocks Quarterly Earnings This dataset includes quarterly earnings report data for various stocks. 355,371 rows over 6,406 symbols, 8 columns, covering 1996-01-31 to 2026-07-31. Refreshed monthly. Strategies Built on This Data 490 papers in the Papers With Backtest catalogue declare this dataset as an input. 456 of them have been coded and run over their own full history. The median replicated Sha
Complete textual SEC 10-K annual filings from 2021, suited for studying corporate disclosures and natural language processing tasks.
Updated Walmart USA Product Dataset 2019
A read-only archival repository serving as the official worldwide record for 'River of Cognition' technology patents and compliance authorizations, used for public filing and prior-art preservation of complete invention patent documents.
NACE-aligned financial reporting records prepared for downstream analytics and authorized for use in artificial intelligence and machine learning model development.
Curated financial reporting records classified under NACE, engineered for analytical workloads and licensed for artificial intelligence and machine learning training.