Alternative data datasets
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SEC EDGAR 10-K & 10-Q financial statements for 2,600+ NASDAQ companies.
Real Estate listings (2.2M+) in the US broken by State and zip code
About 1.5 million US patent claims split into training and test partitions in CSV, organized for claim-level classification and summarization work (Apache 2.0). A large, ready-split corpus for IP-claims modeling.
ALEA Patent Claim Graph Reading questions about the dependency structure of real U.S. patent claim sets: which claim a dependent claim refers back to, the chain of claims it rests on, its independent claim, which and how many claims depend on a given claim, and yes / no questions about dependency. Every answer is computed deterministically from the claim text shown in the row. This dataset is part
A copyright-clean text collection released by the ALEA Institute as part of the KL3M Data Project, intended for training language models; full documentation is available via the linked paper and GitHub repository.
A component of the ALEA Institute's KL3M Data Project supplying training material cleared of copyright concerns. The dataset card is currently a placeholder, directing readers to the GitHub repo and project paper for full documentation.
The KL3M Data Project from the ALEA Institute supplies copyright-clean training material, and the dataset listed here is one component pending further documentation on its dedicated page.
Material contracts and agreements extracted from EDGAR filings by the KL3M project: debt, M&A, employment and license agreements, millions of documents in Parquet. Contract language is a niche but real input for M&A, financing and litigation-event signals.
The kl3m-index-edgar-filings dataset, published by ALEA Institute, is a Parquet-format index of SEC EDGAR filings distributed via the Hub datasets library. It contains roughly 20 million tabular records spanning the 10M–100M size category, with an unstated license.
The KL3M Index of EDGAR 10-K Filings is a tabular index published by the Alea Institute that catalogs SEC EDGAR filings with associated issuer metadata. It is distributed in Parquet format and is tagged for use with pandas, polars, and the mlcroissant dataset library.
The kl3m-index-edgar-filings-10-q dataset, published by the ALEA Institute, is a Parquet-formatted index of U.S. Securities and Exchange Commission Form 10-Q filings. It is distributed on the Hugging Face Hub with roughly 495,607 rows in a single 'train' split.
The kl3m-index-edgar-filings-8-k dataset is an indexed catalog of Form 8-K filings from the SEC's EDGAR system, published by the ALEA Institute. It provides structured metadata for over 1.8 million corporate event reports distributed in Parquet format.
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Tariff Escalation, Trade Diversion & Sector Disruption Across 30+ Nations
US patent full text assembled by the Allen Institute from the USPTO, millions of records under ODC-BY: claims, abstracts, descriptions and metadata, in Parquet. A broad base for measuring IP intensity, technology landscapes and the direction of R&D spending.
A static tabular extension of the Bose345/sp500_earnings_transcripts collection covering the same 2005 to 2025 calendar of S&P 500 earnings events, where each row represents a single company-quarter call identified by a stable episode_id and bundles the full transcript along with related SEC press materials and pre-event inputs suitable for supervised learning or reinforcement-style experimentation.
SEC-EDGAR filings, part f (copy) An unmodified copy of part of TeraflopAI/SEC-EDGAR. I keep it here as staging data for language-model pretraining. Source: TeraflopAI/SEC-EDGAR, at commit 43de32c Files: 587 files, 45.6 GB, in the source's form-type folders: 8-K (217), S-1 (216), 4 (76), 20-F (40), S-8 (25), 3 (6), 5 (4), plus the source's LICENSE file and two chart images from its top folder. Lice
Clinical Trials Version History The Clinical Trials Version History dataset by Anamnesis Data: structured medical and scientific data for biotech, pharma and healthcare research. Public trial registries show only a trial's latest state. This dataset keeps every version, so you can see what a trial said on any past date, or when a sponsor moved a completion date. 611,273 trials (4,483,483 versions)
Clinical Trials Version History: Sample A free sample of the Clinical Trials Version History dataset by Anamnesis Data: structured medical and scientific data for biotech, pharma and healthcare research. Public trial registries show only a trial's latest state. This dataset keeps every version, so you can see what a trial said on any past date, or when a sponsor moved a completion date. The sample
Quarterly institutional filings from 2015 - 2017
Comprises of Electricity consumption of each sector in Indian cities
EDGAR_FILINGS_DATASET_2016_2021 is a Hugging Face mirror of parsed SEC EDGAR filings spanning 2016 through 2021, distributed as a single train split of about 6 million rows in Parquet format. It is published by anonymous-md with an unstated license.
EDGAR_FILINGS_DATASET_2022_2026H1 is a Hugging Face dataset that compiles parsed SEC EDGAR filings into a single tabular corpus. It covers roughly 2022 through the first half of 2026 and is distributed as Parquet with about 1.7 million records.
5 years and 200k building permits
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Building permits and residential unit information in San Francisco
Brasil real estate Dataset For Prediction
Past 1 year Building permits issued
An aggregation of 1.3 million U.S. patent records each accompanied by a human-written abstractive summary, sorted into nine Cooperative Patent Classification groupings spanning human necessities, chemistry, textiles, and related domains.
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U.S. nationwide recorder and deed documentation exceeding 593 million entries, capturing sales transactions, mortgage filings, and historical ownership changes.
Risk and compliance intelligence derived from official audit and supervisory examination records applied across regulated organizations.
The awinml/earnings_calls_transcripts dataset on the Hugging Face Hub packages a small collection of earnings-call transcript segments formatted as chat-style messages for fine-tuning language models. It is distributed as a parquet file and is tagged for text modality with libraries including datasets, pandas, mlcroissant, and polars.
DSLM Fazenda is a living economic intelligence platform focused on fiscal policy, macroeconomics, and financial management. It monitors macroeconomic indicators, analyzes tax and fiscal legislation, and supports interpretation of Central Bank, Federal Revenue Service, and other regulatory norms for organizations, sectors, and public managers.
Secure Payments IVR for Amazon Connect
Tavily is the web infrastructure layer built for AI agents, delivering real-time search, scraping, and intelligent crawling securely and at scale.
Agentic financial research across licensed data from S&P Global, QUODD, FRED, and SEC. Runs multi-step search, reconciles conflicting sources, and cross-verifies findings to return accurate, cited answers with every figure traced to its primary source.
Google Patents Chemistry Terminology Benchmark This repository contains the completed google_patents_chemistry_250_luna_scratch benchmark: 4,500 segment pairs across 18 ordered translation directions, with 250 examples per direction. It is an evaluation resource, not model translation output. Generation completed on 12 October 2026. Files and Usage google-patents-18-directions-4500-pairs-manifest.
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A leak-free, chronologically ordered corpus of 8-K, 10-Q, and 10-K filings for roughly 610 present-day U.S. large-cap companies, each paired with objective forward-return labels through 2026. The release is structured as a benchmark for testing whether filing language can anticipate subsequent stock performance, with clearly separated provenance classes.
dataset_info: - config_name: default features: - name: filename dtype: string - name: cik dtype: string - name: year dtype: string - name: text dtype: string splits: - name: train num_bytes: 32401429243 num_examples: 176289 - name: validation num_bytes: 4043644079 num_examples: 22050 - name: test num_bytes: 4066220856 num_examples: 22036 download_size: 17807481889 dataset_size: 40511294178 - confi
8,000 Turkish Real Estate Listings with Property Details & Prices
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BigQuery dataset of all SEC filings
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