Alternative data datasets
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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.
Datasets that support and feed geographic information system (GIS) applications.
Geographic datasets that support GIS platform functionality.
Detailed human movement and location datasets.
Continually expanding collection of publicly available statistical and reference datasets sourced globally.
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A legacy archive of Iran's consumer price index and inflation series from 1936 to 2022 remains available, though an updated multisource version using current Farmaanaa methodology supersedes it.
A curated collection of earnings call recordings broken into intelligent segments and paired with high-accuracy transcripts produced by Mistral's Voxtral model, intended for ASR benchmarking, transcription quality studies, and audio-to-text alignment research.
FINRA Short Interest, last 12 months Shares sold short for every exchange-listed and OTC security, twice a month, for the last 12 months (522,296 rows): short shares, change from the prior report, average daily volume and days to cover. import pandas as pd df = pd.read_parquet("hf://datasets/FinzData/finra-short-interest/data/short_interest.parquet") df[df.ticker == "GME"] In the full FinzData dat
Logistics network datasets that track freight movement and measure how heavily transportation assets are being used.
Pre-processed geospatial datasets prepared for analytical use across Australia.
A location-analytics platform that fuses satellite pictures, movement datasets, and commercial indicators to produce research-ready geospatial intelligence for investors.
Detailed energy datasets attributed to more than 30,000 publicly traded and privately held companies at both the corporate and asset levels.
Worldwide investigator directory containing more than 460,000 researcher records plus roughly 3 million U.S. physician profiles.
Coverage of worldwide mergers and acquisitions activity, including asset purchases, private equity transactions, equity and debt issuances, and sustainable-finance bond offerings.
Longitudinal pricing information at three different levels for benchmarking costs of therapies across regions and disease categories.
Yearly and quarterly pharmaceutical revenue figures along with analyst consensus projections, broken down by product, geography, and medical condition.
Exhaustive registry of locations linked to clinical research studies conducted worldwide.
An extensive repository containing records on more than 300,000 clinical studies involving pharmaceuticals and biologics.
Forecasts and historical figures spanning five years cover market size and share for retail loans, credit cards, and deposits.
Merges traditional financial fundamentals with alternative data and detailed sector information for approximately 6,000 major corporations.
A multi-petabyte catalogue of analysis-ready geospatial datasets, Landsat, Sentinel, MODIS, DEMs, land-cover classifications, population grids and climate reanalysis, hosted for server-side computation, free for research and non-commercial use.
Structured datasets on United States federal expenditures, contracting activity and agency disbursements intended for public-sector demand analysis.
Custom sourcing research for alternative datasets: structured briefs that map the available feeds to a specific investment thesis, rather than raw data sales.
Quarterly 10-Q filings parsed from EDGAR into JSON, millions of records in English (MIT). The quarterly companion to the 10-K corpus for tracking sequential changes in operating performance and risk factors.
Backend system that processes raw, unformatted sources through tailored pipelines to produce clean, structured data.
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Intellectual-property datasets that capture patent claims, ownership chains and dispute records to support IP-driven strategies.
Managed pipelines that convert public web pages into clean structured feeds at scale, with quality control suited to pricing and catalogue intelligence.
FR-Patent-2025-Claims is a tabular dataset published by INPI-France containing individual patent claims from French patent publications. It is distributed in Parquet format with 102,748 rows in the provided training split.
Raw French patent publications from 2020 through 2026, pulled from original A1 XML records by an independent API/FTP extraction and delivered one-document-per-row in streaming-ready parquet.
Live identification of VPN and proxy traffic supported by comprehensive IP reputation datasets.
Large-scale, globally curated datasets designed for a wide range of practical applications.
Healthcare datasets tailored to the needs of managed care organizations.
Dataset Card for clinicaltrials/2017 The clinicaltrials/2017 dataset, provided by the ir-datasets package. For more information about the dataset, see the documentation. Data This dataset provides: docs (documents, i.e., the corpus); count=241,006 This dataset is used by: clinicaltrials_2017_trec-pm-2017, clinicaltrials_2017_trec-pm-2018 Usage from datasets import load_dataset docs = load_dataset(
A dataset card entry for restaurant reviews that flags the need for additional information beyond what is currently provided.
Earnings-call transcripts from an IBM research project, tens of thousands of records with finance tags, in CC0. A filings-adjacent corpus for call-tone and question-and-answer analysis.
10-K filings for S&P 500 companies retrieved from EDGAR, stored as Parquet with the filing text attached (MIT). A focused corpus for the large-cap annual disclosure cycle: risk factors, MD&A and segment detail for every S&P 500 name.
The mintic_linkedin-job-postings dataset aggregates LinkedIn job posting text into a single string column with roughly 124,000 rows. It is published on Hugging Face by user jmparejaz under an unstated license.
Metadata for every EDGAR filing submitted to the U.S. Securities and Exchange Commission from 1994 through December 14, 2024, derived from the quarterly master index files and including CIKs, issuer names, and form types.
Restaurant_Reviews.tsv is a small text corpus of customer restaurant reviews paired with a binary sentiment label. It is published on the Hugging Face Hub by user KarthikaRajagopal under an unstated license.
sec_filings is a small text dataset of 494 rows that pairs natural-language queries about U.S. securities filings with retrieved document facts and ground-truth answers. It is distributed under an unstated license on a public dataset hub.
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The Future of Patent Corpus Management One Document, Fully Decoded - Without Anyone Reading It The signal you cannot get from a search interface The highest-value competitor signal in a patent portfolio is not the invention. It is the amount of money and urgency a company committed to it. That signal is never in an abstract, and no search interface surfaces it. It comes out of this corpus for ever
The patents-publications-dataset is a large-scale tabular collection of patent publication records distributed in Parquet format. Hosted by publisher labofsahil on the Hugging Face Hub under an unstated license, it is sized in the 100M–1B row range.
Enterprise-grade datasets spanning lawsuits, regulatory actions, real-estate records, corporate information and identity risk for due-diligence workflows.
Minimal information is provided on this clinical-trials-embedded dataset, with additional details needed.
A collection of widely used datasets covering sustainable finance and responsible investment research.
Near-real-time consumer expenditure analytics sourced from several payment processor collaborations.
A corpus of around 1.3 million U.S. patent filings paired with human-authored abstractive summaries, organized into nine Cooperative Patent Classification categories ranging from human necessities to textiles and paper.
The clinical_trials dataset distributes ClinicalTrials.gov registry records in Parquet format for offline analysis. It contains a single training split of roughly 150,000 rows sourced from the public clinical-trial registry.
patent-desc-test is a small text dataset on Hugging Face Datasets that contains short identifier-style strings derived from patent document numbers. The dataset is published by user matthias-ehrlich and is broadly tagged as public records–adjacent text data.
An analytical project examining the Paris Housing Dataset to uncover which property attributes most strongly affect asking prices. It involves cleaning, visualizing, and statistically modeling the records to answer targeted research questions.
A compact sample set of SEC filings used for the MemGPT agent demos, tens of thousands of text records. A small, clean entry point to filings text rather than a comprehensive corpus.
Crypto asset and protocol performance datasets paired with curated research.
Standardized financial datasets that clean and structure company financial statements from filings for downstream analytics.
A collection featuring the primary independent claim of United States utility patents issued between 2005 and 2025 is provided. Because the opening claim usually establishes the widest legal boundaries of an invention, it carries particular significance, and each entry includes the patent identifier alongside its claim text.
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german-job-postings is a publicly hosted corpus of roughly 70,584 normalized German-language vacancies drawn from the Bundesagentur für Arbeit Jobbörse API, each row tagged with the KldB-2010 occupation code and machine-assigned ESCO occupation and skill labels. The dataset is distributed under CC-BY-4.0 and is intended as an open alternative to the predominantly English/US job-posting resources available to machine-learning practitioners.