Alternative data datasets
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Multi-tier global semiconductor supply chain network & trade flows (2020-2025)
SEC EDGAR 10-K & 10-Q financial statements for 2,600+ NASDAQ companies.
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.
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AccuWeather's proprietary forecasting data, relied on by a billion people, available for building predictive models on behavioral triggers.
Historical global weather measurements tied to specific locations of interest.
AccuWeather's top-tier forecast feeds and widely used weather observations, refreshed on a regular cadence for precision.
AccuWeather's widely used historical weather archive with added context, refreshed on a regular cadence for precision.
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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
Block-level air pollution measurements gathered through dense networks of local environmental sensors.
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LinkedIn Job Posting data updated for machine learning algorithm intake
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Washington State Electric Vehicle Demographic Data
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.
Mobile measurement platform supplying install records, attribution outcomes and in-application event tracking for advertiser apps.
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.
Foot-traffic panels built from mobile-device location signals, measuring visits, dwell time and cross-shopping for US retailers, malls and real-estate assets, delivered on a daily schedule to investors and real-estate desks.
Machine learning based tools that provide explainability, stewardship analytics, and governance visibility for master data quality.
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.
Derived Financial Ratios from 503 Public Company Trial Balances in Turkey
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.
15 years of net shareholder capital flow adjusted for executive stock dilution
Dataset for Counterfeit Detection and Sales Pattern Analysis
Foot-traffic-based indices covering locations operated by Japanese real estate investment trust firms.
Location-driven metrics derived from foot-traffic patterns at Japanese real estate investment trust properties.
Japan's most extensive retailer-reported point-of-sale dataset, gathered from more than 6,000 stores nationwide.
The biggest Japan-based collection of electronics retail point-of-sale information, provided directly by the retailers.
The most comprehensive Japan-focused dataset on electronics point-of-sale activity, with data supplied by retailers themselves.
The largest consumer panel survey in Japan, drawing responses from over 50,000 participants.
Sample Oil Storage Tank Detection Dataset from Airbus SPOT Satellite Imagery
Worldwide airport passenger volume and movement figures sourced from ACI, offering demand metrics at the individual airport level.
Movement analytics computed from anonymized cellular-network signalling that spans hundreds of millions of devices, feeding trade-area studies, commuting research and travel-demand modelling.
⚡Energy Trends and Insights from Around the Globe⚡
Inbound US border crossing entries
Historical records bundling Bitcoin, gold and US Federal Reserve macroeconomic indicators into a single resource for developing cross-asset trading strategies.
Crop yields of Indian States and UTs from year 1997-2020
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.
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-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.