Alternative data datasets
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Research and intelligence covering pharmaceutical products, clinical trials, patent filings and regulatory progress.
SEC EDGAR filings covering asset-backed securities and equity offerings.
A dataset drawn from 10-D filings posted on the SEC EDGAR system.
Repository of NPORT-P regulatory filings submitted by investment funds.
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
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.
Tracked modifications to ownership records of skilled nursing facilities as reported through CMS filings, delivered inside the customer's Snowflake environment.
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Includes all company names and cik keys from the SEC database.
Dattito's clinical-trials-data is a Parquet-format dataset of roughly 24 million clinical trial records sourced from public trial registries. It aggregates identifiers, conditions, and standardized medical terminology into a single table for large-scale analysis.
Later and continuously updated statistical outputs capturing developments from the late 1980s through the 1990s.
Financial sector data and macroeconomic statistical releases standardized under reference 71.
A cross-domain collection of statistical frameworks covering standards 72 through 74.
A 220-million-row consumer file forms the foundation for ZIP-code-level analytics.
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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.
Real estate listings and sales from 2001-2021
Useful for retrieval-augmented legal history analysis, similarity-based search, and pretraining language models specialized in legal text.
ClinicalTrials.gov XML for studies registered between 2018 and 2024, parsed into CSV, hundreds of thousands of records under CC0. A clean, licensed point-in-time history of US clinical-trial registrations.
Building cost figures and benchmarks from Dodge construction data, organized by structure type, project scale and geographic area.
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Monitor the intellectual property filings that influence pharmaceutical innovation and competition.
Real Estate Listings Across Major Cities in Bangladesh with Prices in Bangladesh
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.
This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v3.0", "fps": 20, "features": { "observation.images.image": { "dtype": "video", "shape": [ 256, 256, 3 ], "names": [ "height", "width", "channels" ], "info": { "video.height":… See the full description on the dataset page: https://huggingface.co/datasets/edgarcancinoe/water_pour.
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This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v3.0", "fps": 30, "features": { "action": { "dtype": "float32", "names": [ "shoulder_pan.pos", "shoulder_lift.pos", "elbow_flex.pos", "wrist_flex.pos", "wrist_roll.pos", "gripper.pos" ], "shape": [ 6… See the full description on the dataset page: https://huggingface.co/datasets/Edgarium/rangement_pq_20
This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v3.0", "fps": 30, "features": { "action": { "dtype": "float32", "names": [ "shoulder_pan.pos", "shoulder_lift.pos", "elbow_flex.pos", "wrist_flex.pos", "wrist_roll.pos", "gripper.pos" ], "shape": [ 6… See the full description on the dataset page: https://huggingface.co/datasets/Edgarium/rangement_pq_20
This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v3.0", "fps": 30, "features": { "action": { "dtype": "float32", "names": [ "shoulder_pan.pos", "shoulder_lift.pos", "elbow_flex.pos", "wrist_flex.pos", "wrist_roll.pos", "gripper.pos" ], "shape": [ 6… See the full description on the dataset page: https://huggingface.co/datasets/Edgarium/rangement_pq_20