Alternative data datasets
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What companies are doing, buying, complying with and investing in, from the topics they hire for. 9.4k topics across 14 keyword types rolled up per company: one row per company and topic with confidence and first/last-seen dates, so you can reach out while the need is still open.
Every job posting collected since 2021: who is hiring, for what, where and at what salary. One row per posting with title, full description, location, salary and company; closed postings ship as their own file with the day each one went offline. Companies file included for firmographic joins.
Which of 33k technologies each company runs, inferred from what they hire for. One row per company and technology with confidence score, number of postings mentioning it and first/last-seen dates; technologies catalog and companies file included.
A technographics record of the technologies installed across hundreds of millions of sites, used to track vendor wins and losses and technology adoption at public companies.
Augment investment research using worldwide ESG news coverage.
A sample of organic job postings across US healthcare employers, serving as the entry point to Aspen's healthcare hiring feed.
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A privacy tool that detects and marks confidential geolocation records within an organization's data store.
Single-source schema containing roughly four billion mobile advertising identifiers spanning thirteen Asia-Pacific markets plus the United States, classified under IAB taxonomy version 1.1.
Nationwide United States coverage of approximately two billion mobile advertising identifiers alongside around 910 million household exposure markers, organized into 295 IAB-aligned branded audience categories.
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The #RomanianDATA Tribe challenge for November 2024
Daily market-share surveys of web technologies, content management systems, programming languages, hosting, CDNs and encodings, based on the top million sites.
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US patent full text assembled by the Allen Institute from the USPTO, millions of records under ODC-BY: claims, abstracts, descriptions and metadata, in Parquet. A broad base for measuring IP intensity, technology landscapes and the direction of R&D spending.
Subscription research service delivering executive-level briefings, quantitative models and curated datasets authored by seasoned former leaders in technology, automotive and consumer sectors.
Estimated figures for app downloads, monetization and SDK adoption applied as indirect measures of user engagement in public technology companies.
Scraped Jobs from Linkedin. Augmented with Job Skills
Glassdoor Data Science Job Postings scraped on 06/05/2020
Boutique expert network arranging consultations and primary-source interviews for clients in technology, financial services and healthcare.
Daily organized dataset measuring technology hiring pace and engineering job openings at large U.S. companies.
Daily AI startup funding intelligence and hiring signals dataset, collected from
Intelligence on privately held businesses, including investment rounds, mergers and acquisitions, and industry trends.
A sample of US patent titles, abstracts and CPC classification labels built for multi-class patent classification, tens of thousands of text records in Parquet. Useful as training material for mapping innovation activity onto technology categories over time.
Chinese patents paired with their abstractive summaries in Mandarin, a few thousand records in JSON (Apache 2.0). A window into the pace and direction of patenting inside the Chinese technology base.
A Regression Task on energy usage
Battery Electric Vehicles (BEVs) and Plug-in Hybrid Electric Vehicles (PHEVs)
Dataset covering research and development, innovation, and artificial intelligence within high-technology industry sectors.
DAPFAM patent documents, a curated sample of US patents in Parquet with text for retrieval and classification tasks (CC BY-NC-SA 4.0). Scopus of claim text for building patent-similarity and technology-mapping models.
A systematic crawl of business websites classified by sector and geography, giving store counts, opening hours, technology stacks and contact details per market.
Environmental sustainability, information and communications technology, and ecological indicator datasets from the mid-1980s.
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.
Evaluation of recruitment demand segmented by occupation, competencies, compensation, technology usage, and workload distribution across organizations and geographies.
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.
Enterprise technology inventories outlining the platforms deployed, how heavily each is used, the timeline of implementation, and the types of workloads they support.
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.
Evaluation of a candidate product's primary attributes including therapeutic use, underlying technology, and biological mechanism.
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Retail forecasting analytics built from Facteus card-spending records.
A duplicate retail-predictive product sourced from Facteus payment-panel information.
Mobile Application Usage: a Statistical Analysis of User Behaviour
Brand-level search performance figures tracked monthly and segmented by age group for fifty beauty technology and Korean cosmetics companies.
Brand-level search performance figures tracked monthly and segmented by age group for fifty beauty technology and Korean cosmetics companies.
Corporate filing and deadline intelligence (IN-Filings) that monitors reporting calendars, submissions and compliance timelines.
Global energy balances from the IEA: production, trade, sector consumption, CO2 emissions, EV registrations and clean-tech deployment for 150-plus countries.
Strengthen anti-fraud systems serving financial technology, anti-money laundering, and machine learning risk scoring through IP-based signals.
IQVIA's Pharmetrics medical-claims dataset marketed on Snowflake Marketplace, offering United States healthcare billing records for pharmaceutical and biotechnology research.
EV Population dataset in 2024
Historical prices, financials, dividends, and other information
Survey of technology deployment at more than five thousand colleges and universities globally, tracking learning management, student information and enterprise resource planning platforms.
Entertainment industry datasets, music-streaming subscriber counts, video, gaming and creator-economy metrics, assembled from disclosures and web measurement.
Sales intelligence for the advertising technology sector, monitoring ad creative distribution, estimated expenditure and publisher connections.
Over 1.3 million granted US patents from the BIGPATENT benchmark, each pairing its claims with an abstractive summary and full description text in English (CC BY 4.0, Parquet). Use it to track the technology areas where applicants are filing and to study how claim language has evolved over time.
Consultancy arranging conversations between seasoned practitioners and clients in technology, finance and consumer industries.
Curated data and analytics products covering financial services, payments ecosystems and technology sectors.
Dataset of 1500+ AI tools including LLMs, image, video, and coding AI