Alternative data datasets
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Sanitized archive of past medical and scientific periodicals reviewed for bias, intended to strengthen grounded reasoning in language models.
Longest continuously published aeronautical periodical still in circulation.
Voice representing the Canadian nursing profession.
Premier Canadian business daily covering the period from 1907 through 1930.
Globally recognized peer-reviewed medical publication of the highest standing.
Historical record of American medical periodical publishing during the 1800s.
The oldest medical periodical still in circulation across the United States has been prepared for modern artificial intelligence use cases.
This collection shows high suitability for machine learning model development and retrieval-augmented generation workflows.
A nineteenth-century medical review publication that summarized each year's clinical literature for practicing physicians.
Continuously built knowledge graph indexing over thirty billion entities such as firms, offerings and individuals, accompanied by APIs that parse arbitrary web pages into structured JSON.
Information on corporate governance, executive pay, and shareholder activism to support stewardship and proxy voting processes.
Location and Transaction Trends
Consolidated business profiles incorporating information technology expenditure, executive personnel changes, strategic indicators, and technology infrastructure.
Worldwide higher-education statistics covering student enrollment counts, degree completions, demographic mix, fields of study, and competencies mapped to specific occupations.
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.
View source information and access options.
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
This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": "so101_follower", "total_episodes": 50, "total_frames": 10333, "total_tasks": 1, "total_videos": 100, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:50" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path":…
This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": "so101_follower", "total_episodes": 709, "total_frames": 187905, "total_tasks": 1, "total_videos": 1418, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:709" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path
This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": "so101_follower", "total_episodes": 161, "total_frames": 42852, "total_tasks": 1, "total_videos": 322, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:161" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path":
This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": "so101_follower", "total_episodes": 101, "total_frames": 26027, "total_tasks": 1, "total_videos": 202, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:101" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path":
This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": "so101_follower", "total_episodes": 51, "total_frames": 14615, "total_tasks": 1, "total_videos": 102, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:51" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path":…
This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": "so101_follower", "total_episodes": 417, "total_frames": 74912, "total_tasks": 1, "total_videos": 834, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:417" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path":
Daily scraped news from 95+ major Bangladeshi newspapers (English & Bangla)
A licensed and comprehensive source covering political developments, economic conditions, and business activity within Brazil.
Fully licensed real-time international news content supplied by top-tier global wire services.
Fully licensed, real-time news feed covering business, financial, and corporate developments from major Japanese media outlets.
Scraped Data Science Job Postings with Salaries for ML & Career Analytics (2025)
Prepared by Electric Sheep Africa, this MDPA-sourced dataset supplies 10 entries of hotel room occupancy rates for Mauritius over 2019-2023, delivered as ML-ready Parquet files accompanied by uniform Hugging Face metadata and source provenance.
A small Parquet-format collection from Electric Sheep Africa reporting room occupancy rates for large hotels in Mauritius from 2019 to 2023, containing ten records drawn from MDPA and packaged with Hugging Face metadata for machine learning workflows.
Assembled by Electric Sheep Africa from MDPA, this dataset provides 60 rows of monthly hotel room occupancy rates for Mauritius spanning 2019-2023, formatted as ML-ready Parquet with consistent Hugging Face metadata and source attribution.
Compiled by Electric Sheep Africa, this MDPA-derived dataset offers 20 records of quarterly hotel room occupancy rates for Mauritius across the 2019-2023 period, distributed in ML-ready Parquet format with standardized Hugging Face metadata and source traceability.
Electric Sheep Africa releases 60 quarterly observations from MDPA on hotel room occupancy for large establishments in Mauritius from 2019 through 2023, formatted as Parquet with consistent metadata.
A Parquet file of annual inflation as measured by consumer prices for Africa, sourced from World Bank gender and regional statistics, indexed by Electric Sheep Africa for African data discovery and released in the 1K–10K row range.
Extensive historical air-quality measurements sourced from the EPA, suited for research and longitudinal analysis.
A corpus of SEC EDGAR filings in English (Apache 2.0), roughly a few hundred thousand company documents including annual and quarterly reports and exhibits. The filings text is organized for model pretraining and retrieval, but the same documents are the raw material for filings-based and disclosure signals.
Open electricity statistics by source for more than 200 countries: capacity, generation mix, carbon intensity and cross-border flows, updated annually and monthly, with CSVs and an API.
ClinicalTrials.gov Published by MORVS — source-linked public data for AI agents. Catalog: morvs.ai/regulatory · Dataset page: api.morvs.ai/datasets/clinical-trials Every registered clinical trial since 2008 with sponsor, phase, status, conditions, interventions. Live API This dataset is served via a live REST API at api.morvs.ai. The card you're reading exists so HuggingFace's index can route AI a
An extensive archive of SEC EDGAR submissions from company filings, organized by CIK, document type, and date, and accessible through a live REST API at api.ai-analytics.org.
Turkey Housing Prices Dataset
Over 12.9 million U.S. brands evaluated for presence in AI-driven search platforms such as ChatGPT, Claude, Perplexity, and Gemini, with the list expanding continually.
Scoring and benchmarking of approximately 33.7 million domains globally based on their discoverability within AI answer systems.
Facility-level environmental records from the US EPA, toxic release inventories, greenhouse-gas reports, air permits and regulated-facility lists, queryable by geography or company for compliance and ESG screening.
Informacion de apartamentos en Bogota extraidos mediante web scraping
Unprocessed ESG indicator values for more than four hundred companies included in the NASDAQ benchmark index.
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Exchange-traded products listed on U.S. financial markets.
Ethereum blockchain endpoints covering mainnet and testnets: balances, transactions, internal transfers, ERC-20 and NFT interactions, contract ABIs, gas use and labelled major accounts, the usual first stop for ETH chain analysis.
99.90% Accuracy · 12 Categories · 100+ File Extensions · Soft-Voting Ensemble
Harmonized statistics for the European Union, HICP inflation, unemployment, GDP, industrial production, international trade, energy and transport, distributed through the Eurostat API and SDMX bulk downloads.
Pharmaceutical market overview using product taxonomies to identify and prioritize prospective targets.
Comprehensive cross-border customs shipment records broken down by company, enabling supplier, buyer and trade-route evaluation.
Primary source of European consumer expenditure information obtained straight from major European banking institutions and card issuers.
Indeed Job Postings (2026) is a 1,000-row sample of US Indeed listings joined to company firmographics, published by fact-den on Apify. License terms are not stated, and the publisher directs users to a commercial source actor for fresh or filtered data.
A U.S. patent collection with a minimal placeholder card and no additional documentation provided.
International points-of-interest dataset drawn from more than fifteen million consented venues across approximately one hundred fifty countries, offering privacy-respecting insights.
Per-day visit counts across more than two thousand Home Depot stores, used as a proxy for residential construction and remodeling demand.