Alternative data datasets
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Includes weather conditions, historical consumption, and anomaly labels.
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.
A healthcare claims dataset containing detailed records on patients, care providers, and the medical services rendered.
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.
Japan's most extensive retailer-reported point-of-sale dataset, gathered from more than 6,000 stores nationwide.
The most comprehensive Japan-focused dataset on electronics point-of-sale activity, with data supplied by retailers themselves.
ALEA Patent Claim Graph Reading questions about the dependency structure of real U.S. patent claim sets: which claim a dependent claim refers back to, the chain of claims it rests on, its independent claim, which and how many claims depend on a given claim, and yes / no questions about dependency. Every answer is computed deterministically from the claim text shown in the row. This dataset is part
A copyright-clean text collection released by the ALEA Institute as part of the KL3M Data Project, intended for training language models; full documentation is available via the linked paper and GitHub repository.
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-10-q dataset, published by the ALEA Institute, is a Parquet-formatted index of U.S. Securities and Exchange Commission Form 10-Q filings. It is distributed on the Hugging Face Hub with roughly 495,607 rows in a single 'train' split.
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.
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A comprehensive automotive dataset containing more than 275 million records, over 183 million of which include email contact details.
A validated dataset designed to assess environmental and climate effects.
Dataset overview This is a dataset that contains restaurant reviews gathered in 2019 using a webscraping tool in Python. Reviews on restaurant visits and restaurant features were collected for Dutch restaurants. The dataset is formatted using the 🤗DatasetDict format and contains the following indices: train, 116693 records test, 14587 records validation, 14587 records The dataset holds both inform
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.
SEC-EDGAR filings, part f (copy) An unmodified copy of part of TeraflopAI/SEC-EDGAR. I keep it here as staging data for language-model pretraining. Source: TeraflopAI/SEC-EDGAR, at commit 43de32c Files: 587 files, 45.6 GB, in the source's form-type folders: 8-K (217), S-1 (216), 4 (76), 20-F (40), S-8 (25), 3 (6), 5 (4), plus the source's LICENSE file and two chart images from its top folder. Lice
Subscription research service delivering executive-level briefings, quantitative models and curated datasets authored by seasoned former leaders in technology, automotive and consumer sectors.
Clinical Trials Version History The Clinical Trials Version History dataset by Anamnesis Data: structured medical and scientific data for biotech, pharma and healthcare research. Public trial registries show only a trial's latest state. This dataset keeps every version, so you can see what a trial said on any past date, or when a sponsor moved a completion date. 611,273 trials (4,483,483 versions)
Clinical Trials Version History: Sample A free sample of the Clinical Trials Version History dataset by Anamnesis Data: structured medical and scientific data for biotech, pharma and healthcare research. Public trial registries show only a trial's latest state. This dataset keeps every version, so you can see what a trial said on any past date, or when a sponsor moved a completion date. The sample
The TREC Clinical Trials collections released in 2021, 2022, and 2023 are available through the TREC homepage, with corresponding papers for each year. Artur Guimarães ([email protected]) serves as the dataset curator, while inquiries regarding the original authors can be directed separately. The dataset addresses the task of linking patient profiles with appropriate clinical trials, containing entries formatted as JSON objects with fields including query identifiers, disease labels, and accompanying clinical text.
Approximately ten percent sample of every US airline ticket sold, including price, itinerary and carrier details, serving as a foundational dataset for air-travel demand forecasting.
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A curated dataset of companies listed on the London Stock Exchange
Analyzing Daily Vessel Traffic, Cargo Volumes, and Trade Trends Across Major Por
Brasil real estate Dataset For Prediction
An aggregation of 1.3 million U.S. patent records each accompanied by a human-written abstractive summary, sorted into nine Cooperative Patent Classification groupings spanning human necessities, chemistry, textiles, and related domains.
Daily organized dataset measuring technology hiring pace and engineering job openings at large U.S. companies.
A complete dataset with all Article V convention applications, 1789-2024.
The awinml/earnings_calls_transcripts dataset on the Hugging Face Hub packages a small collection of earnings-call transcript segments formatted as chat-style messages for fine-tuning language models. It is distributed as a parquet file and is tagged for text modality with libraries including datasets, pandas, mlcroissant, and polars.
Adentro Foot Traffic dataset contains daily breakdown of consumer foot traffic at the census block group, zip, city and state across the US. Adentro Foot Traffic dataset is privacy-compliant and uniquely sourced via direct access to 50M+ US consumers in the Adentro Network, and is built with Adentro powered guest wifi software that is trusted and deployed by leading retail enterprises and brick &
Comprehensive global data on agricultural products from 2012 to 2035, including production, consumption, trade (import/export), prices, harvested area and yield. Covers all major countries and regions. Data is available for all countries and major regions worldwide. Approx. 120 products are included based on HS code classification. This dataset enables data-driven decisions by providing actionable
Turn natural language queries into structured, research-basked datasets.
This dataset includes historical and upcoming job postings for Australia (AU) collected by Techmap since January 2020, with an average of 193.9k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
This dataset includes historical and upcoming job postings for India (IN) collected by Techmap since January 2020, with an average of 234.1k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
This dataset includes historical and upcoming job postings for Japan (JP) collected by Techmap since January 2020, with an average of 58.3k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
This dataset includes historical and upcoming job postings for Remote Jobs collected by Techmap since January 2024, with an average of 74k new job postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
This dataset includes historical and upcoming job postings for the United Arab Emirates (AE) collected by Techmap since January 2020, with an average of 20.3k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
This dataset includes historical and upcoming job postings for the United States (US) collected by Techmap since January 2020, with an average of 898.8k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
US Signals - Retail Softlines Consumer Spending Forecast. Prosper US Signals series of datasets includes leading indicators and advanced predictive analytics derived from Prosper’s scientifically collected monthly measurement of over 7,500 US consumers covering forward looking spending plans, retail channels, motivations, and economic outlook. Prosper US Signals are excellent training datasets for
Abuja Housing Prices — Groundwork Data v1 Dataset Description This is the first public, structured dataset of Abuja residential property prices — covering both rental and sale listings across 16 areas of Nigeria's Federal Capital Territory. Collected by Groundwork Data, a Nigerian civic data project building the structured, domain-specific datasets that Nigerian ML engineers, researchers, and star
Dubai Rental Properties Primary Data, Dubai Property Dataset for EDA & Analysis
A comprehensive dataset tracking macroeconomic shifts, venture funding cycles.
dataset_info: - config_name: default features: - name: filename dtype: string - name: cik dtype: string - name: year dtype: string - name: text dtype: string splits: - name: train num_bytes: 32401429243 num_examples: 176289 - name: validation num_bytes: 4043644079 num_examples: 22050 - name: test num_bytes: 4066220856 num_examples: 22036 download_size: 17807481889 dataset_size: 40511294178 - confi
Global Hydropower, Wind, Solar, Biofuel & Geothermal Renewable Energy Dataset.
BigQuery dataset of all SEC filings
Daily AI startup funding intelligence and hiring signals dataset, collected from
An anonymized consumer purchase dataset from Bloomberg Second Measure that projects corporate revenue ahead of official disclosures.
Dataset and scoring for detecting anomalies in streaming data
NEAR Intents On-Chain Events Decoded on-chain events from intents.near on NEAR Protocol mainnet, ingested via the FastNEAR neardata API. Part of the NEAR Hackathon 2026 Investment Thesis submission. Contents events.parquet — structured table, one row per decoded dip4 event, viewable in the Dataset Viewer above events.jsonl — same data as newline-delimited JSON Updated automatically as ingestion pr
Perfect dataset to perform multiple analyzes and train a prediction model.
Datasets on entertainment admissions and live-event attendance that capture both ticket sales and audience demand.
This dataset has moved to anamnesis-data/clinical_trials_history. New releases are published there only; this repository is no longer updated. Access approvals do not carry over, so please request access on the new repository. Existing tags here (up to v2026.09.26) remain available for pinned use. The data files were removed from the main branch on 2026-11-03; they have defects fixed in the new re