Alternative data datasets
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Financial statement information standardized along the NACE taxonomy, packaged for analytical workflows and licensed to support AI and ML training activities.
Financial statements aligned to NACE industry categories, structured for analytic consumption and approved for use in AI and ML model training.
S&P Global Energy scenario datasets consolidated for streamlined analytics and faster interpretation.
Adds Placekeys and geographic coordinates to address and points-of-interest records for streamlined joining.
Approximately 500,000 active permits across the country, with historical records available on request.
Roughly 100,000 active permits nationwide, plus historical archives obtainable upon request.
Approximately 300,000 currently active permits across the United States are included, with historical records available upon request.
Around 50,000 new building projects tracked across the country.
Listing of currently active commercial real estate properties throughout the country.
Listing of currently active residential real estate properties throughout the country.
Approximately 350,000 active properties nationwide, with historical data available upon request.
Citation This dataset builds on edgar-corpus.
Public access to SEC filings and related submissions/XBRL data APIs. Filing forms differ in scope, structure and reporting delay; amendments and publication timestamps matter for historical research.
Common stocks' daily closing values and trading volumes for quick ML projects
sec-filings is a Hugging Face dataset published by Sicheng-Chroma that distributes pre-chunked U.S. SEC filings paired with dense vector embeddings. It is distributed in optimized Parquet format and is intended for retrieval and similarity research over regulatory disclosures.
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A hyperspectral imaging satellite network that performs spectral analysis of terrain, farmland and industrial assets beyond conventional RGB imaging.
Normalized ClinicalTrials.gov records accessible within Snowflake for analytics and Cortex AI-powered applications.
Original TIFF drawings and grant full-text XML for 165,917 U.S. design patents omitted from the AI4Patents/IMPACT collection, filling gaps including 161,093 grants from 2023 to 2026 and 4,824 earlier patents missing from IMPACT.
Earnings Call Transcript Lite is a small public-records dataset of corporate earnings call transcripts paired with short reference summaries. It is distributed as a CSV and is published on the Hugging Face Hub under an unstated license.
tech-job-postings-labeled is a small public dataset of labeled technology job postings published on Hugging Face by SuhaibAtef. It comprises roughly 8,000 records tagged with source labels and is distributed in JSON.
Machine-readable dataset containing information on Japanese Prime-listed firms.
Vector embeddings of Apple patent text totalling about 4 million entries, stored as parquet shards with a 768-dimensional float64 feature per record.
Supply chain management system using artificial intelligence and autonomous agents to identify disruptions and resolve them independently.
jobpostingsamples is a small sample dataset of US job postings published by talanAI. It is distributed in CSV format and is tagged for use with the Hugging Face datasets, pandas, polars, and mlcroissant libraries.
Tracks FDAAA Section 801 reporting adherence, ranks sponsor credibility, and surfaces trial-level risk signals.
Pharmacovigilance risk assessment scores tied to biological mechanisms, derived from FDA prescribing information, published research, and ongoing clinical studies.
PatentPulse PatentPulse is a provenance-preserving corpus of USPTO grants and published patent applications extracted from official weekly XML bulk releases. This immutable Parquet snapshot normalizes the project's historical append-only JSONL into one schema. Historical partial snapshot. This release was captured on 2026-08-28 while the upstream backfill was still in progress. It is a stable, cit
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A collection of Parquet files providing one record per Chinese invention patent family granted between 2003 and 2019, capturing a cumulative quality assessment pipeline that includes metrics such as semantic knowledge recombination, strict historical semantic novelty, and IPC-based robustness measures across global patent publications.
Pull organized information from any document type through context-aware parsing and configurable output templates.
A benchmarking study on how artificial intelligence is being adopted across financial services, along with recommendations for next steps.
A four-installment intelligence briefing intended to serve as a primer on artificial intelligence strategy.
Survey responses from 1,037 technology and operations executives managing software budgets between $500,000 and $10 million.
Input collected from 1,037 CTOs, CIOs, and COOs overseeing software spending ranging from $500K to $10M.
An analytics-driven framework aimed at improving marketing performance, increasing revenue, and boosting portfolio-level EBITDA.
Dataset details:- This dataset is the 2nd iteration following bugs in 1st dataset. The initial data suffered with followoing cases:- (i) The failed reference_answers generation(due error totalling 23) primarly because of 2 reasons/exceptions:- (a) There was normal limit(300 in 1st request) and worst case limit(450 in 3rd request) number of tokens for consolidated 4 refernce_answers per chunk and i
Dataset details:- This dataset is basically mapping of final anchor-positive pair data with their refernce answer. The given input data considered because:- (i) it had the had purest anchor-positive pairs with semantically bound anchors with context/positive. (ii) gave us the best result on final embedding fine tuning model. The anchor-context(positive)-reference_answer data has been generated via
Daily records of retail investor buy and sell orders in US equity markets.
Real-time trading records showing retail investor purchases and sales within US equity markets.
Tailored Crop Recommendations for Success.
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10-K annual filings from EDGAR in Parquet, tens of thousands of documents. The standard annual-disclosure corpus for fundamentals, risk-factor and management-discussion analysis.
Stock-symbol-linked customer feedback and earnings call texts are processed with natural language processing to derive sentiment indicators, helping assess ESG exposure and brand perception.
Recorded customer service call audio captured with high fidelity, suitable for building voice AI and automatic speech recognition systems using genuine conversational speech.
Genuine support call recordings and written logs designed to help develop conversational AI, large language models, and automated service tools.
Tools for evaluating borrower reliability and limiting exposure to non-performing receivables across more than 200 nations.
The linkedin-job-postings dataset, published by xanderios on Hugging Face, contains a single CSV table of U.S. LinkedIn job listings with about 33,000 rows. It is tagged with a MIT license on the platform, though the underlying LinkedIn terms of service place restrictions on redistribution and use.
Extensive points-of-interest collection spanning 19 business sectors throughout Argentina.
Extensive points-of-interest collection spanning nineteen industry sectors throughout Australia.
A broad points-of-interest compilation spanning nineteen industry sectors throughout Canada.
An extensive points-of-interest collection spanning nineteen industry sectors throughout China.
Extensive points-of-interest collection spanning nineteen industry sectors throughout the Czech Republic.
Extensive points-of-interest dataset spanning nineteen sectors throughout Egypt.
An extensive points-of-interest catalog spans nineteen commercial sectors throughout France.
Extensive points-of-interest records spanning 19 industry sectors throughout Germany.
Extensive points-of-interest collection spanning 19 industry sectors throughout Greece.
An extensive points-of-interest collection spanning 19 business sectors throughout India.
An extensive Italian points-of-interest catalog spanning nineteen distinct commercial sectors.
Extensive points-of-interest database spanning 19 business sectors throughout Japan.