Alternative data datasets
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Hourly wind generation estimates from the past day along with a week-ahead outlook for NYISO wind farms.
Hourly wind generation estimates from the past day along with a week-ahead outlook for PJM wind farms.
Seven-day outlook plus the previous day's modeled electricity generation for wind facilities in the Southwest Power Pool territory.
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A historical, quarterly index of U.S. public company 10-K and 10-Q filings
Vortexa dataset recording energy commodity shipments and tanker voyages, including port operations and oil product flows.
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View source information and access options.
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Tools for evaluating borrower reliability and limiting exposure to non-performing receivables across more than 200 nations.
patent-spec-xml is a dataset of patent specification documents in XML format, published by Yehoon and licensed under unspecified terms. It is catalogued on the alternative-data directory as a public-records resource.
Monthly data from 2003 to 2023 for all commercial U.S. air carriers
Which city has the highest median price or price per square foot?
Daily flight delays, cancellations, causes, and a comprehensive registry of 106
Web-scraping infrastructure, the Zyte API and Smart Proxy Manager, formerly Scrapinghub, plus fully managed extraction serving millions of pages daily.
Parsed eligibility criteria from 13,229 ClinicalTrials.gov studies representing the candidate pool gathered by two first-stage retrievers during TREC Clinical Trials 2021–2023, formatted as typed entity-relation graphs for reranking models.
The clinical-trials-patient-graphs dataset is a small tabular collection of patient-level clinical records distributed in Parquet format by the 2001jdev publisher. It organizes entities and relations extracted from trial data into structured rows spanning 2021 through 2023.
This dataset is a parsed snapshot of ClinicalTrials.gov records, distributed in Parquet format on the Hugging Face Hub under an unspecified license. It contains roughly 52,000 trial entries drawn from public registry filings.
clinical-trials-trec-qrels is a tabular relevance-judgment file distributed by the 2001jdev user on the Hugging Face Hub. It maps clinical-trial topic identifiers to NCT registry IDs with graded relevance scores.
The clinical-trials-trec-topics dataset is a small tabular collection of clinical-trial topic records distributed in Parquet format on the Hugging Face Hub. It appears to be derived from TREC clinical-trial retrieval topics, with rows partitioned by year.
The job-postings-english-clean dataset, published by 2024-mcm-everitt-ryan, is an English-language corpus of online job postings distributed as a single Parquet train split of roughly 1.76 million rows. It is tagged as US-region data and is intended for text-based machine learning workflows.
The job-postings-raw dataset is a large-scale tabular collection of scraped job postings distributed in Parquet format. It aggregates records across multiple sources and locales, with US coverage indicated in the dataset metadata.
Global AI Hardware Demand, Semiconductor Trade, Production & ML Forecasting Data
Internet usage tied to firm IP ranges exposing the subjects and suppliers staff are researching, surfacing pre-RFP purchase intent indicators.
Indicators inferred from payment processor flows that serve as proxies for merchant sales trajectories.
Quarterly conference calls are processed to detect revisions in guidance and shifts in executive language.
AccuWeather's widely used historical weather archive with added context, refreshed on a regular cadence for precision.
Humanoid On-Chain Interaction Events This dataset captures interactions between humanoid agents and blockchain systems. Designed to bridge humanoid intelligence with on-chain logic and decentralized coordination. Contents Transaction intent Smart contract interaction On-chain result Use Cases Autonomous agents On-chain AI behavior Web3 coordination Part of Humanoid Network (HAN) License MIT
Datamule, Teraflop AI, and Eventual jointly contributed a 590 gigabyte SEC EDGAR collection encompassing about 8 million filings and 43 billion tokens, assembled using the datamule-python library and the official datamule API.
A sharded Parquet archive of NSE equities and index prices from India spanning 2000 to 2026, covering more than 2,500 tickers and organized into roughly 1.5 GB files for efficient streaming.
credit_card_transactions is a small tabular dataset published by aegisheld containing anonymized customer-level credit card account and spending summaries. It is distributed as CSV with a single training split of 8,950 rows.
A US debit and credit expenditure dataset built from hundreds of millions of consumers and used to model same-store performance.
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.
Dataset for Counterfeit Detection and Sales Pattern Analysis
Indexes built from foot-traffic location data for Japanese business sites including production facilities and retail outlets.
Japan's most extensive retailer-reported point-of-sale dataset, gathered from more than 6,000 stores nationwide.
Categorized Roles with Detailed Descriptions, Benefits, and requirements
Historic electricity consumption in the UK (National Grid) between 2009 and 2024
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.
An extensive automotive records repository exceeding 275 million entries, with over 183 million including email addresses.
508 companies · 46 countries · Scope 1, 2 & 3 · Net-Zero targets included
Tariff Escalation, Trade Diversion & Sector Disruption Across 30+ Nations
7,079 Trading Days | 6 Splits | IPO to $4.49 Trillion
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.
Most recent raw data and token balance snapshots from the Arbitrum network.
This entry provides unprocessed base data.
A collection of unprocessed Ethereum blockchain records.
This entry contains unprocessed Optimism blockchain data.
Current Solana raw transactions and account balances.
Network-level DNS query data exposing traffic patterns tied to individual domains.
A private collection of cleaned earnings-call transcript segments derived from a Motley Fool Kaggle release, split into 135,306 training rows tagged with ticker, exchange, date, and chunk text.
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.
Exploring the Impact of product positioning on sales and consumer behavior
An open, layout-preserving conversion of U.S. SEC EDGAR filings into MultiMarkdown format covers approximately 3.4 million documents submitted between January 2022 and June 2025, designed for long-context language modeling, financial reasoning, and document analysis.
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.