Alternative data datasets
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Sustainability metrics spanning general and sector-specific ESG themes across three tiers, 334 subjects, and more than 700 explanatory measures.
Sustainability information organized into general and industry-focused ESG categories with three layers, 334 subjects, and over 700 supporting indicators.
Computed metrics include news-based sentiment scores and the degree to which individual companies track commodity futures performance.
Aggregated hiring information from Chinese firms, including vacancy counts and associated pay bands.
Tone indicators extracted from onshore research publications originating in China.
Non-traditional Chinese financial datasets include capital movement patterns and broader macroeconomic signals.
Includes all company names and cik keys from the SEC database.
Table Structure Recognition Dataset of Steel-Ordering Lists created in Germany
Structured intelligence derived from corporate telephone communication logs, aimed at supporting operational decision-making.
Historical archival records and time-series compilations preserved from earlier statistical periods.
Cardholder spending information from a non-traditional panel, broken down by geography and merchant category.
Bilingual open Q&A dataset on Swedish construction law, tax, permits, contracts
edgar_xbrl_companyfacts is a Hugging Face dataset published by DenyTranDFW that aggregates U.S. SEC EDGAR XBRL company-facts filings into a single Parquet file. The training split contains roughly 125 million rows of structured financial facts tagged by reporting period and unit.
airline-disruption-data is a tabular dataset of U.S. domestic flight records published on the datasets hub, tagged as covering between 10 million and 100 million rows in Parquet format. The schema describes per-flight scheduling, delay, cancellation, and routing fields.
The airline-disruption-data-phase1b dataset is a tabular release hosted by publisher Dev123Hug456Face that compiles scheduled and actual flight-level operations data with delay, cancellation and diversion flags. It is distributed as a single Parquet split of roughly 12 million rows.
A publication covering the field of orthodontics and dentofacial orthopedics.
Content structured to serve as a retrieval-augmented knowledge foundation for a domain-specific research tool.
A collection examining surgical practice during a period of technological and medical advancement.
Records documenting medical practices and treatments at the height of the Victorian period.
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.
A leading peer-reviewed publication focused on otolaryngology, covering ear, nose, and throat clinical practice.
Longest continuously published aeronautical periodical still in circulation.
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.
Indian Tourist Places
Laboratory records covering non-genomic testing events performed during the calendar year 2024.
Laboratory records covering non-genomic testing events performed from January 2025 through September 17, 2025.
800 images of children and adults
Nike, Adidas and Convers shoes dataset for classification
Records of SEC audit fee disclosures covering the period from 2004 through 2009.
Records of SEC audit fee disclosures covering the period from 2010 to 2014.
Records of SEC audit fee disclosures covering the period from 2015 to 2019.
Records of SEC audit fee disclosures covering the period from 2020 to 2024.
Apple 2015-2025: Finance × Trends × Insights
Building cost figures and benchmarks from Dodge construction data, organized by structure type, project scale and geographic area.
View source information and access options.
Consolidated business profiles incorporating information technology expenditure, executive personnel changes, strategic indicators, and technology infrastructure.
Current and archived employment listings capturing job functions, required competencies, technology tools, pay ranges, and recruitment patterns.
Labor market analytics covering talent availability, employer needs, compensation, abilities, demographic composition, geographic movement, and recruitment patterns segmented by occupation and area.
Evaluation of recruitment demand segmented by occupation, competencies, compensation, technology usage, and workload distribution across organizations and geographies.
Information on occupational shifts, competency shortfalls, retraining routes, educational programs, and professional credentials for every job category.
Worldwide higher-education statistics covering student enrollment counts, degree completions, demographic mix, fields of study, and competencies mapped to specific occupations.
Labor-market metrics on talent availability, hiring needs, compensation, competencies, demographic representation, workforce mobility, and recruitment patterns segmented by occupation and location.
Enterprise technology inventories outlining the platforms deployed, how heavily each is used, the timeline of implementation, and the types of workloads they support.
Monitor the intellectual property filings that influence pharmaceutical innovation and competition.
Weather and crop-management information designed to support planting decisions for farmers and commodity market participants.
Granular loan data infrastructure that normalizes consumer credit performance for securitization analysis.
Aggregated bankcard purchase records capturing headline performance figures across a broad set of publicly traded firms.
Aggregated bankcard purchase records capturing headline performance figures across a broad set of publicly traded firms.
Aggregated bankcard purchase records capturing headline performance figures across a broad set of publicly traded firms.
Medical claims sourced from a clearinghouse network, reflecting more than one-third of healthcare interactions occurring within the United States.
Satellite imagery paired with proprietary machine-learning models that label construction, infrastructure change and land use at scale.
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
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":…