Alternative data datasets
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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.
Enterprise technology inventories outlining the platforms deployed, how heavily each is used, the timeline of implementation, and the types of workloads they support.
Over 12.9 million U.S. brands evaluated for presence in AI-driven search platforms such as ChatGPT, Claude, Perplexity, and Gemini, with the list expanding continually.
Information on the decarbonization plans and progress of more than 45,000 firms over an eleven-year span.
A sustainability disclosures feed offering more than 450 detailed ESG and emissions-related data points.
A dataset providing sustainability ratings for thousands of global firms, intended to support investor analysis of corporate environmental and social impact.
A measure of how individual companies address the most relevant environmental, social, and governance challenges facing their industries.
A benchmark of corporate performance against the ESG issues that are most financially material under prevailing market conditions.
Unprocessed ESG indicator values for more than four hundred companies included in the NASDAQ benchmark index.
A dataset from ESG Book supplying firm-level sustainability indicators aligned with the Sustainable Finance Disclosure Regulation's reporting requirements.
Geographic datasets that support GIS platform functionality.
Geographic and location-based information supplied to support GIS platforms and spatial analytics.
Trading prices and liquidity metrics for shares of privately held companies in their later growth stages.
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.
Guidepoint-run insights network offering advisory panels, expert calls and research support spanning international markets.
Network of industry contacts enabling one-on-one interviews with practitioners to support PE, consulting and corporate development work.
Operational logistics records and reporting designed to support supply-chain modeling and evaluation of carrier efficiency.
Live news search and analytics platform that automatically identifies entities and labels events as they occur.
Managed pipelines that convert public web pages into clean structured feeds at scale, with quality control suited to pricing and catalogue intelligence.
Financial content hub offering market schedules, price data, and real-time news updates.
Insights generated from text-based employee evaluations posted on OpenWork, a Japan-based careers platform.
A satellite-based carbon intelligence platform that gauges industrial production and greenhouse gas output for more than 100 million facilities, supporting ESG analysis and macroeconomic supply surveillance.
Self-hosted text analysis toolkit that detects sentiment, extracts entities, and categorizes themes within a customer's own infrastructure.
Survey of technology deployment at more than five thousand colleges and universities globally, tracking learning management, student information and enterprise resource planning platforms.
Automated news feed with sentiment ratings, delivered in machine-readable form via the LSEG (formerly Refinitiv) distribution network.
Media intelligence solution that processes several million articles each day to track brand exposure and share of voice.
Wallet labeling service that identifies high-performing addresses and monitors their token activity.
A distribution platform, previously known as Quandl, delivers both alternative and traditional financial datasets.
A data engineering platform that consolidates commerce, shipping and supplier information into standardized pipelines for supply-chain use.
Logistics monitoring service that follows billions of freight movements, offering predicted arrival times, delay alerts, and carrier performance metrics across transport modes.
Consultancy arranging conversations between seasoned practitioners and clients in technology, finance and consumer industries.
Information sourced from decentralized exchanges, lending platforms, derivatives venues, and broader on-chain blockchain records.
Analytics derived from space assets that merge image and signal intelligence to track defense, infrastructure and commercial activity.
Analytical products derived from email receipt collections to study consumer behavior on internet commerce platforms.
Organized intelligence drawn from news outlets and social platforms exceeding forty thousand in number, including tone and sentiment analysis.
An interface consolidates customer feedback from more than 70 review platforms, assigning entries to specified businesses.
Modeled app-download, revenue and engagement estimates for the Apple App Store and Google Play. Sensor Tower's current App Performance Insights offering has product-specific access and export entitlements.
Full mirror of the Sourcescrub platform intended to support custom deal origination and business development pipelines.
Ad-spend data taken directly from agency booking and invoice systems across TV, digital, audio and print, as close to a census of advertising budgets as exists.
An aggregated collection merging LinkedIn and Indeed job listings alongside grouped job categories, supporting cross-platform labor market trend studies.
Past and live cryptocurrency market information sourced from major trading platforms.
A machine learning service evaluates online material to assign sentiment and emotional tone scores.
Research on private technology firms including valuation estimates and operational performance indicators.
Curated datasets produced by UBS Evidence Lab through its in-house research across numerous alternative-data subject areas.
End-to-end data pipelines delivering normalized JSON streams drawn from news outlets, weblogs, discussion boards, consumer review platforms, and darknet marketplaces.
Windward platform delivering maritime risk assessments, sanctions screening, and trade monitoring tools designed to identify illicit shipping networks.
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.
Investment-ready consumer research assembled from scraped email receipts, transaction panels and app-level data across internet-driven consumer sectors.
Sentiment analysis in Chinese aggregates Weibo, other social platforms and mainland news sources, aimed at informing A-share equity approaches.