Alternative data datasets
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Public-sector finances, tax receipts, budget execution and fiscal indicators, across multiple jurisdictions.
Governance intelligence on boards of thousands of companies: directors, backgrounds, gender and skills.
EU Annual Reports (ESEF) Financials, Netherlands sample Key financials from the official annual reports of companies listed in the Netherlands, normalized to one schema, with a link back to the source report and the exact XBRL fact for every value. About 630 annual reports (one row each). Refreshed monthly. The data comes from the European Single Electronic Format (ESEF) filings collected by filin
FDA Form 483 Clinical Trial Protocol Violation Bench High-Consequence Enterprise Evaluation Benchmark Official Maintainer: Botmartz AI Research (botmartz.com)Research Publication: botmartz.com/insightsPrimary Metric: Adverse Deviation Extraction F1 Problem Overview In high-consequence enterprise applications within BioTech & Pharma, standard out-of-the-box LLMs and naive dense vector RAG fail on m
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Compiled summaries of FEMA-declared disasters along with trend breakdowns for emergency management research.
Disclosure documents submitted by institutional investment firms that manage portfolios exceeding $100 million under Section 13(f).
This dataset has moved to anamnesis-data/clinical_trials_history. New releases are published there only; this repository is no longer updated. Access approvals do not carry over, so please request access on the new repository. Existing tags here (up to v2026.09.26) remain available for pinned use. The data files were removed from the main branch on 2026-11-03; they have defects fixed in the new re
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Includes all company names and cik keys from the SEC database.
Machine-readable XBRL filings covering 10-K and 10-Q reports, cleaned and standardized so financial figures can be extracted reliably.
CAR-T clinical trials registered worldwide Registered clinical trials of CAR-T cell therapies, from 1999 to 20 October 2026. The records come from the WHO International Clinical Trials Registry Platform (ICTRP) and ClinicalTrials.gov, and are grouped into unique trials. Each trial is described by its countries, World Bank income group, phase, status and sponsor type (academic, public, mixed, for-p
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.
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.
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
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List of CMBS deals with publicly available Schedule AL data in SEC.gov EDGAR
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
Records of initial public offerings launched on Indian markets between 2006 and 2025, with fields covering open and close dates, listing date, face value, issue price and size, lot size, first-day price, total shares offered and their allocation across anchor, NII, QIB and retail categories, minimum investment, and subscription figures for each investor class.
sec-edgar-rpt is a Hugging Face dataset published by codewithdark that aggregates SEC EDGAR filings, packaged as a single text column with a train split of roughly 3.9 million rows. It is distributed under an unstated license and is catalogued for text and machine-learning workflows.
Compensation benchmarks for executives and staff assembled from proxy disclosures filed by publicly traded companies.
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Consolidated and enhanced real estate parcel data available natively within the Snowflake environment.
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Revenue, income, assets and cash flow from every SEC filer, latest 4 quarters
Clean Risk Factors, MD&A and market-risk text from annual and quarterly reports
A tabular extract of clinical study descriptions drawn from ClinicalTrials.gov on 5 February 2025, emphasizing eligibility, design, and objective fields for healthcare and machine learning research.
Vector embeddings of clinical-trial records, hundreds of thousands of entries in Parquet (Apache 2.0). Enables similarity and retrieval analysis of trial design, indication crowding and competitive positioning.
Quarterly, annual and TTM financials with XBRL provenance and amendment signals
SEC Filings Structured Signals A structured dataset derived from real SEC EDGAR filings, containing information extracted from corporate disclosures submitted to the U.S. Securities and Exchange Commission. The dataset transforms filing text into structured signals covering financial risks, hedging strategies, litigation, supply-chain dependencies, causal relationships, entity relations, and manag
Structured signals extracted from real SEC 10-K and 8-K filings
Demographic and consumer indicators compiled from the Data Axle Consumer Database, broken down to U.S. census tracts and block groups.
Regional consumer and demographic metrics sourced from the Data Axle Consumer Database, aggregated at the U.S. county and ZIP code scale.
Population characteristics of people who relocated to a new residence within the last 30 days.
A centralized repository offering curated datasets drawn from New Zealand's comprehensive data lake.
A starting point for analytics and information drawn from datasets covering the Australian market.
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Comprehensive company-level information for entities registered in the United Kingdom.
Directory of principal contacts associated with businesses registered in the United Kingdom.
DAPFAM patent documents, a curated sample of US patents in Parquet with text for retrieval and classification tasks (CC BY-NC-SA 4.0). Scopus of claim text for building patent-similarity and technology-mapping models.
Two decades of block-level commuting patterns, worker demographics, and job attributes across every U.S. state.
All 8-k filings for 2024 with augmented fields.
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