Alternative data datasets
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Europe-focused alternative dataset attributing aggregated merchant signals to individual retailers using euro-denominated transaction data.
United States alternative dataset attributing aggregated merchant signals to individual retailers, derived from transaction-level data.
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Weekly purchase quantities of over 800 products over 52 weeks
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A Regression Task on energy usage
Every registered clinical study flattened to one row: phase, status, sponsor
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.
Could corporate environmental impacts be integrated into fiancial accounting?
Battery Electric Vehicles (BEVs) and Plug-in Hybrid Electric Vehicles (PHEVs)
Compiled freight movement records sourced from the DAT One platform.
Up-to-date and short-term snapshots of freight supply and demand dynamics.
National weekly averages tracking freight rate movements.
Records documenting the movement of products and services in trade relationships involving the European Union.
Transportation records covering air, land, and maritime movement across European Union member states.
Regional consumer and demographic metrics sourced from the Data Axle Consumer Database, aggregated at the U.S. county and ZIP code scale.
Directory of principal contacts associated with businesses registered in the United Kingdom.
An early-warning source covering worldwide commodity markets.
An early indicator of disruptions affecting international supply chains.
Relational provider information refreshed weekly with multiple attributes per record.
Background details on facilities tied to their CMS Certification Numbers, including dated ownership changes, staffing requirement adherence, and regulatory action indicators.
Insights into the Global Supply Chain: Container Transportation Data
Consolidated site visit data rolled up across each operator's full domain portfolio to gauge overall reach and engagement momentum for businesses.
Principal economic indicators and statistical products covering the early 1980s baseline.
Commercial healthcare dataset profiling practitioners, care sites, organizational relationships and medical procedures.
A vetted pool of roughly seven hundred thousand articles drawn from six flagship periodicals, supplied as Regulation Ready AI training material with documented provenance and bias review.
Dataset focused on early-stage multiple sclerosis studies and clinical neurology.
Longest continuously published aeronautical periodical still in circulation.
Monitoring of competing organizations' recruitment activity, technology adoption, information technology budgets, senior leadership changes, and workforce patterns.
Leadership and organizational records detailing positions held, capabilities, financial allocations, technology investment, strategic direction, digital infrastructure, and professional trajectories.
Weather and crop-management information designed to support planting decisions for farmers and commodity market participants.
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.
Analyzing booking cancellation trends in hotel data
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.
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
Scraped Data Science Job Postings with Salaries for ML & Career Analytics (2025)
Official Mexican monthly data on Mexico's Trade Balance of Goods
Organized information on clinical trial results, participation requirements, and sponsoring organizations for industry evaluation.