Providers & Products
Visit provider page: News Quantified
News Quantified provides actionable, alpha-generating intelligence and risk management solutions. Breaking news headlines from major U.S. News sources and regulatory filings are continuously analyzed in real-time and integrated with corresponding market data to better understand and predict stock price movement. By leveraging over ten years of historical data and millions of news items, News Quantified tears down the wall between news headlines and market data.
Visit product page: News Quantified Analytics
Added: Jan 08, 2019
News Quantified Analytics covers all scheduled and surprise news events, earnings reports, analyst actions, mergers & acquisitions, new product launches, officer changes, SEC filings, legal cases or settlements, regulatory actions and market rumors. Their Analytics Data Feed offers over 100 customizable metrics, such as predicted direction and market impact, to provide deeper insights that help enhance returns and reduce risk.
Visit provider page: Wall Street Horizon
Wall Street Horizon provides institutional traders and investors with forward-looking corporate event data including earnings dates, dividend dates, options expiration dates, splits, spinoffs and investor conferences. Covering more than 7,000 equities worldwide, the company’s data is widely recognized for its unmatched accuracy and timeliness. By keeping clients apprised of critical market-moving events, WSH empowers financial professionals to take advantage of or avoid the ensuing volatility.
Visit product page: Enchilada
Added: Sep 19, 2019
Wall Street Horizon’s Enchilada DataFeed offers more than 40 corporate event types including earnings revisions, dividend dates, option expiration dates, splits, spinoffs and investor related conferences.
Visit provider page: Blue Fire AI
Blue Fire AI is a capital markets intelligence firm that applies quantitative methodologies to market and financial statement data, as well as machine intelligence to textual content from regulatory filings, articles, footnotes and earnings calls, to create the latest state of truth of any listed company globally. Our AI component is focused on reading, curating, and comprehending textual information to synthesize precise asset level intelligence to help investors make better decisions.
Visit product page: Access-AShare
Added: Jan 08, 2019
Inclusion of on-shore China A-Shares by MSCI has forced global asset managers to become buyers with USD $400bn anticipated in fund flows. China is still developing as a market. There is a great deal of information only available in Mandarin that is not reflected in asset prices due to lower institutional participation. Blue Fire AI’s Access-AShare has been built on industry-leading Mandarin reading, comprehension and interpretive technologies. Our algorithms machine-read Chinese financial media, identify what matters to investors, and express them as investment indicators on each company. We enable our clients to detect alpha opportunities when there are big dislocations in fair value of Chinese companies.
Visit provider page: ACRe Data
ACRe Data, Inc. is a leading provider of Alternative Data for the U.S. Municipal marketplace. ACRe aggregates data from numerous non-subjective sources, and ranks each City/Town, County, and School District in the United States using a proprietary methodology that analyzes census data, crime data, environmental data, health data, personal infrastructure data and climate change data. All data is linked to the GEO.id of the issuer. Ranking and underlying data is available for license.
Visit product page: American County Review Rankings
Added: Apr 30, 2019
The American County Review provides rankings and underlying data for 58 socioeconiomic factors including climate change, environmental, health, crime, flood risk, opioid prescription rates, mortality overdose rates, superfund sites, coal ash impoundment and more. ACRe provides a broad and detailed analysis of each individual County and its respective School District. Final rankings are provided for each County, School District, and City/Town. Counties, School Districts, and Cities / Towns are ranked both within their own individual state, as well as against all peers, nationally. This patent pending ranking is an invaluable tool for risk assessment for asset owners, retail and commercial real estate participants, and index providers.
Visit provider page: Valspresso
Valspresso is a financial technology and investment strategy development firm based in Reston, Virginia. Two decades of research and innovation culminated with the grant of a U.S. patent for producing sentiment data, and the development and deployment of a suite of rules-based artificial intelligence software applications to automate the entire asset management process - from analysis to portfolio constructions to trade execution - with a clear objective: reduce risk and improve returns.
Visit product page: Sentiment & Fundamental Indicators
Added: Jul 10, 2019
Valspresso’s data feed empowers subscribers to design and deploy persistent alpha-generating strategies. Valspresso’s proprietary technology and patented methods make it easy for quants, analysts, and portfolio managers to integrate proven indicators and signals into new or existing trading strategies with the objective of reducing risk and improving returns. Historical values are available from 2004 along with an example use case that clearly demonstrates how the Valspresso data can deliver higher alpha and lower beta, consistently. The signals for the use case strategy are available for subscribers to independently reproduce the results and perform their own analysis.
Visit provider page: Kainoa Group
Kainoa Group works with strategic data partners globally to make unique datasets available to hedge funds and asset managers. These partners generate data assets which are of value to investors but not necessarily sufficiently structured. Kainoa transforms these datasets into structures that are easily ingested by their clients.
Visit product page: Minkabu Japanese Retail Predictions
Added: Aug 01, 2019
Gain access to a structured dataset containing price predictions for Japanese equities issued by a large and diverse community of Japanese retail investors. Predictions include price target, price target timeframe, reason for prediction and additional attributes.
Visit provider page: Omney Data
Omney Data uses proprietary methods to transform raw, unstructured web data into usable information for the world's top investors. Their unique datasets provide critical insight to help investors make better decisions.
Visit product page: Retail Pricing and Promotional Activity
Added: May 07, 2019
Track retailers' pricing and promotional activity including year-over-year changes in full ticket prices, markdown rates (ex. promotions), and promotional discounts. Omney Data incorporates both systematic and manual processes to provide a comprehensive view of overall discounting activity.
Visit provider page: Arabesque
Founded in 2013 following a management buyout from Barclays Bank, Arabesque has been built in cooperation with leading academics from universities including Harvard, Stanford, Oxford and Cambridge. Their proprietary technology, Arabesque S-Ray®, allows investors to measure the sustainability of thousands of companies worldwide. The tool applies a quantitative and algorithmic approach to ESG data, empowering all stakeholders to make better decisions for a more sustainable future.
Visit product page: Arabesque S-Ray®
Added: Aug 30, 2018
The Arabesque S-Ray® Score Layer data feed provides three lenses for analysis on the sustainability of approximately 7,000 of the world’s largest corporations by way of the GC Score, ESG Score and Preferences Filter. The newly added Feature layer data feed serves as the building blocks for the GC and ESG scores and provides even more insight into a company’s sustainability performance on 22 well-defined sustainability topics. Through big data and machine learning, the tool systematically combines over 250 environmental, social and governance (ESG) metrics with news signals from over 50,000 sources across 20 languages, enabling you to make better informed financial decisions. Data Frequency: Daily; Update Frequency: Daily.
Visit provider page: Genscape, Inc.
Genscape is a leading global provider of intraday data and intelligence for commodity and energy markets. The company is driven to improve market transparency and efficiency and delivers innovative insight across a number of industries, including oil, power, natural gas and LNG, agriculture, petrochemical and NGLs, maritime, and renewables.
Visit product page: Genscape's TESLA Insights
Added: Apr 10, 2018
Using patented analytics, the TESLA Insights feed tracks and estimates daily battery production at the TESLA Gigafactory. It provides an up-to-date count of Model 3 battery deliveries from TESLA’s Gigafactory to their Fremont plant. Leverage this information along with finished TESLA vehicle counts leaving the Fremont plant, including Model 3, Model S, and Model X, to spot production trends before the company reports. Data Frequency: Intraday; Update Frequency: Weekly
Visit product page: Genscape's Equity Production Insights
Added: Apr 10, 2018
Obtain access into companies’ oil and gas production levels to make more informed trading decisions when timing matters. Equity Production Insights leverages Genscape’s proprietary thermal and image monitoring capabilities to deliver highly accurate estimates for 30+ E&P companies and 20+ midstream companies in the energy sector. With a strong correlation to the company reported production number, Genscape’s raw estimate provides valuable insight into these companies and the oil/gas industry. Data Frequency: Daily; Update Frequency: Weekly
Visit provider page: Prattle
Prattle is a research automation firm that generates automated analyst reports and directly tradable, quantitative signals by analyzing the language used by central banks and publicly traded companies. Prattle’s proprietary systems use predictive analytics and natural language processing to provide clarity to investors and finance professionals. The company was founded by experts in textual analytics and economic forecasting and is backed by top-tier Wall Street and Silicon Valley investors.
Visit product page: Prattle Corporate Communications
Added: Jan 16, 2019
Prattle's Corporate Communications Data Feed uses proprietary natural language processing and machine learning technology to deliver predictive analytics on primary source corporate communications from nearly 3,000 U.S. companies. Corporate language is parsed and converted to quantitative data that allows investment professionals to forecast price movement.
Visit product page: Prattle Equities Analytics
Added: Jul 31, 2018
Using a combination of natural language processing and machine learning, the Prattle Equities Analytics Data Feed delivers comprehensive, unbiased, quantitative analysis of corporate earnings calls from nearly 3,000 publicly traded companies in the U.S. Corporate language is parsed and converted to quantitative data that allows investment professionals to forecast market outcomes. Data Frequency: Event; Update Frequency: Daily
Visit product page: Prattle Central Bank Analytics
Added: Sep 28, 2018
Using a combination of natural language processing and machine learning, the Prattle Central Bank Analytics data feed delivers comprehensive, unbiased, quantitative analysis of official communications from 15 central banks globally. Language is parsed and converted to quantitative data that allows investment professionals to forecast market outcomes. Data Frequency: Intraday; Update Frequency: Intraday.
Visit provider page: Yewno
Yewno is an award-winning Artificial Intelligence firm that uses patented Knowledge Graph technology to extract unique insights from millions of data sources across financial services, education, publishing, life sciences, and government. Yewno Finance applies this core technology to data that directly impacts financial markets to deliver solutions to help capture excess return and mitigate risk. Yewno offers data feeds, index strategies, and Yewno|Edge, a web-based investment research platform.
Visit product page: Yewno Emerging Technologies
Added: May 18, 2018
Yewno’s Emerging Technologies data feed goes back to 2011 and quantifies entity-specific exposure to transformative technologies that are likely to disrupt the economy in the future. Global companies that produce various types of intellectual property receive multiple factors for each one of 35 emerging technologies, including autonomous vehicles, blockchain, and deep learning, resulting in 100+ scores that measure which companies contribute the most to the development of emerging technologies. Data Frequency: Daily; Update Frequency: Weekly
Visit product page: Yewno Edge
Added: Feb 19, 2019
Within the Yewno Edge platform, users have access to: Portfolio Exposures: Identify the global factors affecting a portfolio. Ranging from ideas to themes to events and even people, users can see how concepts like Tariffs and Brexit are impacting investments. Strategy Builder: Research and build customized investment strategies based on concepts like Machine Learning or E-Commerce with back-testing up to five years. Company Insights: View fundamental and alternative data including real-time pricing, sentiment scores, concept exposures, and more. Key Developments: Identify and react to relevant, market-moving events and news in real-time using anomaly detection and alert notifications.
Visit provider page: S3 Partners
Founded in 2003, S3 Partners is a privately-owned global financial technology and data company, headquartered in New York. Clients leverage our enterprise software, data, apps, and analytics to achieve better outcomes in their investment processes, risk management, counterparty relationships, and investor relations. S3's purpose is to deliver data integrity and technology that powers your market perception and business intelligence so you can act with agility, on your own terms.
Visit product page: Short Interest and Securities Finance Data
Added: Jun 19, 2019
S3’s short interest and securities finance data provide the necessary tools to view how short interest, finance rates, and crowded trades affect price action. Clients rely on this unique dataset for accurate short interest analytics and to identify crowded long and short trades. S3’s data provides transparency to the true spread of the borrow / loan market, with the only independent and unbiased bid, offer, and last rates for securities finance.
Visit provider page: Verisk Maplecroft
Verisk Maplecroft is a global risk analytics company specialising in ESG, climate, and political risk data for leading institutional investors and corporations. They combine proprietary risk indices and datasets with expert research on countries, industries and issues in a holistic approach to help their clients make better decisions. For asset owners and managers, Verisk Maplecroft is a trusted source of support for the integration of global risk factors across multiple asset classes.
Visit product page: Global Risk Analytics
Added: May 30, 2019
Verisk Maplecroft's Global Risk Analytics data encompasses over 150 ESG, climate, political and economic factors (indices) on a worldwide basis. The indices are built using proprietary methods from structured and unstructured datasets, drawing on ~800 underlying indicators. They are updated on an annual or quarterly basis. Many environmental, climate and security indices are subnational, with resolutions varying between 1km2 and 22km2.
Visit product page: Commodity Risk Analytics
Added: May 30, 2019
Verisk Maplecroft's Commodity Risk Analytics assess over 160 hard and soft commodities across 20 ESG, climate and political risks. For each commodity and risk, country-specific scores are available for key producer countries, alongside production-weighted global scores derived from these country-specific scores. Scores and qualitative evidence that drive the sub-indicators beneath the country-specific scores are also available.
Visit provider page: Credit Benchmark
Credit Benchmark aggregates the views of institutional credit analysts to create a first of its kind, forward-looking credit risk consensus. Contributed to, trusted by, and used by the world's leading financial institutions, Credit Benchmark provides transparency into the views of thousands of risk professionals by leveraging the data that they use to manage their own business activity and satisfy regulatory requirements.
Visit product page: Aggregate Analytics
Added: Jul 31, 2019
Unique content derived from Credit Benchmark's database of over 750,000+ risk observations, contributed from thousands of credit analysts at the world's leading financial institutions. The database provides hundreds of forward-looking, trend-tracking aggregates across 105 countries, 300 industries and 75 sectors.
Visit provider page: Woodseer Global
Woodseer Global specializes in forecast dividend data and analytics, working with financial service clients across the globe. Established in 2011, with teams in London and Vancouver, Woodseer utilizes a tech-driven approach, supported by expert analysts, to offer strong coverage and accuracy. With automation at the heart of our approach, every new input leads to iterative and consistent excellence in our output - we call it our unfair advantage.
Visit product page: Woodseer Dividend Forecasting
Added: Jun 21, 2018
Employing an algorithm + analyst approach, Woodseer provides dividend forecast data for 8,500+ equities in over 60 countries. This approach enables broad coverage and strong accuracy with intraday updates for dividend and disbursement specific items, including ex-date, pay date, record date, fiscal year, frequency, dividend type, amount, and currency. Data Frequency: Event; Update Frequency: Intraday
Visit provider page: Optimum Complexity
Created in 2016, Optimum is the first company to measure complexity based on a proven model-free approach and to launch complexity-based investment strategies. Optimum uses proprietary technology and Quantitative Complexity Theory (QCT), a model-free measure of correlation created by company Co-founder & CTO Dr. Jacek Marcyk, to trade investment portfolios. Optimum also offers risk management advisory services to financial companies.
Visit product page: Balance Sheet Complexity
Added: Oct 15, 2019
Evaluate the complexity of portfolio companies based on Quantitative Complexity Theory (QCT). Using at least 12 quarters of company data, Optimum calculates the current complexity and a complexity interval. The upper bound (critical complexity) is the level of complexity above which the company becomes unmanageable, as too much entropy can arise from the Balance Sheet. The lower bound (minimum complexity) is the minimum level of complexity created by the company. Balance sheet items are also ranked according to their contribution to the overall company complexity. Items at the top are the main drivers of complexity and should be addressed by the executive management to reduce the complexity (and increase the manageability) of the company.
Visit product page: Index Complexity Profile
Added: Oct 15, 2019
Evaluate the complexity of an index based on Quantitative Complexity Theory (QCT). Complexity is a fundamental physical property of any system, defined as a function of the structure of information flow and entropy. Optimum’s proprietary algorithm extracts all linear and non-linear relationships between the components of a system. It requires no models and accounts for the nonlinearities and dispersion of data using entropy concepts, not standard deviations. Applied to an equity index, the algorithm output is the complexity contribution of each stock [components] to the overall complexity of the Equity Index [system]. The stocks are then ranked from highest to lowest complexity contribution and gathered in the Index Complexity Profile.
Visit product page: Macro Indicator: Early Warning & Crisis Prediction
Added: Oct 14, 2019
Evaluate the complexity of a country or region’s financial stability based on Quantitative Complexity Theory (QCT). Complexity analysis of macroeconomic indicators offers an efficient early warning signal as it produces sharp spikes prior to major market drops. Optimum has measured the complexity evolution of a pool of 30 region-specific macro indicators for the last 20 years and verified that prior to every major market drawdown there have been sharp complexity increases. Conventional methods are unable to identify such precursors.
Visit provider page: NeoXam
NeoXam is a global organization that focuses on providing enterprise wide software solutions that serve the needs of both asset-management and sell-side participants. Our solutions automate complex workflow processes for our clients by streamlining operations, reducing risk and improving overall data quality.
Visit product page: NeoXam DataHub
Added: Oct 18, 2019
NeoXam DataHub provides a comprehensive and customizable software solution for centralized data management. The platform allows clients to consolidate, cleanse, enrich and distribute information from both internal and external sources to address use cases around regulations, firm exposure, investment data, risk and more. The transparency and confidence that clients gain from leveraging NoaXam DataHub allows them to improve decision making and scale their business more effectively.
Visit provider page: 2iQ Research
Founded in 2002 at the Frankfurt University business incubator, 2iQ has become a leading provider of insider transaction data with global coverage of over 60,000 stocks. 2iQ uses proprietary technology that includes machine learning and smart scraping plus an international team of expert data analysts to ensure smart, efficient capturing and processing of company filings and data. Top hedge funds, quantitative portfolio managers, and asset managers leverage 2iQ’s products and services.
Visit product page: 2iQ Global Insider Transaction Data
Added: Apr 25, 2019
Gain access to an accurate and complete global insider transaction database that provides an average of 3,000 transactions daily. Contrary to other sentiment data, 2iQ captures the ownership activity of corporate insiders who use their own capital to demonstrate confidence in their business. Signals based on insider transactions typically provide orthogonal value and are uncorrelated to other quantitative factors.
Visit provider page: Estimize
Estimize is an open financial estimates platform which collects forward-looking financial estimates from buy-side, independent, and sell-side analysts, along with those of industry experts and academics. By sourcing estimates from a larger and more diverse community of individuals, Estimize provides a more accurate, more timely, and more representative view of expectations compared to sell-side only data sets. The firm was founded in 2011 and is located in New York.
Visit product page: Estimize US Equities
Added: Apr 10, 2018
Gain access to crowdsourced earnings and revenue estimates from 70,000+ hedge fund, brokerage, independent, and amateur analysts covering over 2,600 U.S. companies in multiple sectors, including Technology, Healthcare, and Industrials. Estimize’s diverse range of data provides estimates that allow you to avoid the systematic bias of the Wall Street consensus. Data Frequency: Quarterly; Update Frequency: Daily
Visit provider page: Data Simply
Data Simply provides investors better, faster ESG and financial signal data using data science. Quickly and easily extract meaningful insights from data by turning unstructured data (text) into investment signals. Leverage emerging technology around machine intelligence to drive growth. Reduce technology risk by letting Data Simply deliver both raw and processed data that can be seamlessly incorporated into existing models.
Visit product page: Company ESG and Financial Sentiment Disclosures
Added: Aug 29, 2019
Data Simply collects, scrubs, verifies and continually updates data in near real-time from published company disclosures at the SEC for the Russell 3000 group of tickers. They distill ESG (environmental, social and governance) and financial signal data from the words in these documents using custom ontologies to create a consolidated and comprehensive dataset.
Visit provider page: Quantopian
Quantopian has created a revolutionary data science platform that has brought financial data and quantitative investment tools to hundreds of thousands of people around the world. Now, this modern approach to researching quantitative investment strategies is available to FactSet clients. Relying on Python and Quantopian’s open-source libraries like zipline, alphalens, and pyfolio, professional quants can pursue their ideas with flexible, sophisticated tools.
Visit product page: Quantopian Enterprise
Added: Apr 06, 2019
Quantopian Enterprise pairs FactSet’s experience in data aggregation and integration with Quantopian’s industry leading quantitative finance software, offering a sophisticated data analysis and quant workflow environment. The platform provides everything needed to research and develop effective quantitative investment strategies, supporting the workflow end-to-end, including research, alpha factor construction, portfolio optimization, strategy simulation, and evaluation.
Visit provider page: JetTrack
JetTrack allows investors to identify corporate strategy based on flight activity, providing real time insight into management plans. By combining complete plane ownership mapping and global, unblocked location data, clients know where each plane in JetTrack's coverage universe is around the world.
Visit product page: JetTrack
Added: Mar 25, 2019
Uncover alpha from corporate jet activity. JetTrack provides comprehensive current and historical flight tracking across the Russell 3,000 and Private Equity firms. Unblocked, global coverage means you never miss a thing.
Visit provider page: SIX
SIX has been supporting global institutions through its financial infrastructure services for over 80 years. Uniquely positioned at the center of a complex data ecosystem, SIX provides reference and pricing data of high quality, accuracy and consistency. Clients are empowered to handle the growing volume and complexity of their environment, with automation of front and back office operations and a securities database that, like the data ecosystem itself, is always expanding and updating.
Visit product page: Sanctioned Securities Monitoring Service
Added: Sep 30, 2019
SIX’s Sanctioned Securities Monitoring Service (SSMS) datafeed provides an easy-to-digest daily list of issuers and securities linked to the domiciles, companies and individuals sanctioned by the UN, EU, US OFAC, UK, Australia, Canada, Switzerland, Singapore and the Hong Kong Sanctions Regime. The list eliminates the need to source, scrub and map data while minimizing the risk of large fines and reputational damage, all supported by award-winning reference data. As the global landscape evolves, SIX continues to innovate its SSMS offering to ensure that market participants are able to adjust seamlessly to new rules, reduce costs and focus on value-add business activities.
Visit provider page: Social Market Analytics, Inc.
Social Market Analytics, Inc. (SMA) was founded in early 2012 to create predictive quantitative signals from unstructured data. SMA's patented process develops proprietary metrics using a unique approach that filters social media and textual data. SMA extracts detailed information from sources around the world using algorithms that rely on machine learning and natural language processing.
Visit product page: Social Market Analytics, Inc. (SMA) S-Factor Sentiment
Added: Jan 08, 2019
Social Market Analytics (SMA) S-Factor metrics provide quantitative measures of the intentions of professional investors as expressed on Twitter. Our metrics provide raw sentiment as well as a measure of sentiment on the security level relative to its history. Historical back-testing, independent research, and customer feedback support the fact that SMA insights are tradable and can deliver alpha. The SMA Sentiment Data Feed represents a new uncorrelated source of predictive information that can add value to predictive models.
Visit provider page: Advera Health Analytics
Advera Health Analytics is a global leader in pharmacovigilance software, analytics, and data at the leading edge of drug safety science. Founded in 2010 by a group of passionate healthcare entrepreneurs, Advera Health’s mission is to mitigate risk in the healthcare system by improving the transparency and actionability of drug safety data through the curation and aggregation of large disparate datasets and the application of proprietary analytics.
Visit product page: FDA Adverse Event Reporting System (FAERS)
Added: Jun 20, 2019
Advera Health's FDA Adverse Event Reporting System Database is the gold standard for cleaned, de-duplicated, and dynamically linked FAERS data.
Visit provider page: RS Metrics
RS Metrics is a leading provider of satellite imagery and geospatial analytics for businesses and investors. Its proprietary, patented technology leverages advanced computer vision and machine learning to extract meaningful and ready-to-use data from a variety of location-based sources, providing predictive analytics, alerts, and end-user applications for decision making in financial services, real estate, retail, industrials, metals, government, and academic research.
Visit product page: RS Metrics MetalSignals
Added: May 09, 2019
MetalSignals provides satellite-imagery based data, trends, and analysis for global Aluminum, Copper, Zinc, and Steel production, based on changes in daily, weekly, and monthly growth in metal concentrate and finished product stored outside at hundreds of individual smelters and storage facilities. MetalSignals provides global coverage across six continents and includes major countries such as China, Chile, Russia, USA, Australia, and more.
Visit provider page: Thasos Group
Thasos is an award-winning artificial intelligence platform that transforms real-time locations from smartphones into objective and actionable insights on the performance of businesses, markets, and economies globally.
Visit product page: ConsumerStreams
Added: Feb 27, 2019
Thasos ConsumerStreams measures daily customer visitation at physical stores by continuously analyzing the locations of millions of smartphones. Subscribers use the data to predict same store sales (SSS), support long-term investment theses, and cross-validate other sources of data and fundamental information. Data feeds are available for any of the following subsets: Big Box Retailers, Casual Dining, Department Stores, Fast Food, and Food Retail.
Visit provider page: LinkUp
LinkUp is the global leader in delivering accurate, real-time, and predictive job market data and analytics. Through proprietary technology, LinkUp indexes millions of job listings directly from employer websites daily. From this unique and predictive jobs dataset, LinkUp provides valuable insights into the global labor market and helps investors generate alpha at the macro, sector, geographic, and individual company level.
Visit product page: LinkUp Raw
Added: Sep 24, 2019
LinkUp Raw contains the most complete set of LinkUp’s job market data, dating back to 2007. The dataset includes full job postings sourced directly from employer websites as well as related statistics and analysis of the job postings. Delivered daily, LinkUp Raw consists of 4 distinct components: individual job records, individual descriptions, core analytics, and company reference data. LinkUp’s dataset includes over 20 unique job and company level attributes and identifiers, such as, job title, full job description, job URL, company name, location, occupation code, sector code, ticker, reference data, and more.
Visit provider page: BizPortal
BizPortal.co is an open data mining and analytics provider focused primarily on collecting and processing global public procurement contract awards data. With government spending representing nearly 20% of worldwide GDP, public procurement is a significant piece of the global economy. Clients rely on BizPortal data for insights into macroecomic trends and public spending, company credit and risk analysis, as well as other sales and marketing related applications.
Visit product page: TenderAlpha
Added: Oct 17, 2019
TenderAlpha by Bizportal is a global data product consisting of aggregated government procurement contract awards and related company information. Contract awards information is scraped from different government sources and then aggregated and mapped to tickers for any publicly listed companies participating in public procurement directly and/or through subsidiaries. Covering more than 50 countries worldwide with 10+ years of historical records, TenderAlpha is available via various flexible delivery options.
Visit provider page: Who's Good
As the first AI-based robo-analyst in Asia, Who’s Good provides corporate risk assessment services. They use public big data and artificial intelligence to disclose and analyze data on environmental, social and governance (ESG) issues and their potential impact on company performance. Insights from Who’s Good can also help assess ESG risks and opportunities at the portfolio level.
Visit product page: ESG Performance & Incident Analysis
Added: Apr 04, 2019
Who’s Good analyzes both overall ESG performance and specific ESG incidents at companies to provide comprehensive risk management insights. The ESG Performance Analysis shows companies’ strategies and policies as well as important company statistics on ESG. This analysis is based on reliable public and open data sources and shows how well companies are prepared to prevent ESG risks. The ESG Incident Analysis identifies corporate scandals and incidents from a large universe of news articles. The AI algorithms provide key risk signals based on the impact of incidents that occurred.
Visit provider page: Brain
Brain is a Research Company that develops proprietary signals and algorithms for investment strategies on financial markets. Technologies and products include a Natural Language Processing platform and a Machine Learning Infrastructure. All software is highly customizable to support specific research and development requirements. Brain also partners with clients to assist in the development, optimization and validation of their own proprietary models.
Visit product page: Brain Sentiment Indicator
Added: Feb 22, 2019
The Brain Sentiment Indicator (BSI) uses proprietary Natural Language Processing strategies to monitor public financial news for over 7,000 global stocks from more than 2,000 financial media sources. Each stock is assigned a sentiment score ranging from -1 (most negative) to +1 (most positive). Indicators are updated daily and correspond to the average of sentiment for each news article on two time scales; 7 days and 30 days. Volume of news contributing to sentiment scoring is also available upon request, so that weighted rankings could also be derived.
Visit product page: Brain Machine Learning Stock Ranking
Added: Apr 26, 2019
Brain Machine Learning Stock Rankings are generated daily and based on the predicted future returns of a dynamic universe of the largest 1,000 US stocks across four time horizons: 2,3, 5 and 10 days. The universe is updated yearly. Model inputs include stock specific features such as fundamentals and price-volume related metrics, market data such as volatility and other financial stress indicators, and calendar related signals such as day or month anomalies.
Visit product page: Brain Market Sentiment
Added: Feb 22, 2019
The Brain Market Sentiment indicator gives a score on the general mood of the market by automatically selecting and analyzing thousands of news articles every few minutes from the most popular financial media. The news coverage is global but with a larger focus on US markets.
Visit provider page: Kuberre Systems, Inc.
Kuberre Systems, Inc. is a Data Management & Analytics company that provides EDM software and EDM derived, fully managed solutions to some of the most reputable asset managers in the world. Kuberre EDM is built on a set of pre-cast components that enable clients to find their perfect balance between a buy and build solution. For clients who would like to outsource data management responsibilities, Kuberre offers EDM derived solutions such as QTPy, Security Master and an Investment Data Platform.
Visit product page: Quantitative Techniques in Python (QTPy)
Added: Mar 06, 2019
Built on Kuberre EDM and Python as the core development environments, Kuberre’s Quantitative Techniques in Python (QTPy) is a comprehensive PaaS technology solution designed for Data Science and Quantitative projects. QTPy offloads the enterprise data management burden to Kuberre while seamlessly providing massively scalable access to underlying data through fully associated Python objects. Clients using this service can start building compelling data science projects in just a couple of weeks.
Visit product page: Kuberre EDM
Added: Mar 06, 2019
Kuberre's cloud-based hosted Enterprise Data Management (EDM) service uses high-quality resources such as AWS or Azure. Kuberre takes responsibility for all aspects of their clients' EDM requirements, including normalizing and combining internal and external data, maintaining and provisioning data to applications and processes, and providing full technical support. Benefits of the service include scalability, flexibility, reliability, security, high performance, and cost effectiveness.
Visit provider page: Management CV
Management CV is a pioneer in applying statistical science to assess relative management quality at public companies. Their structured methodology calculates statistically significant rankings to help equity and debt investors determine the relative risk and operating ability associated with company executives. Fiduciaries rely on Management CV’s system to ensure that they are properly, and factually, aware of the background and incentive alignments of the management teams in their portfolios.
Visit product page: Executive Team & CEO Quality Ranks
Added: Mar 22, 2019
The Team Quality Ranks score executive teams on a double relative basis versus similar size, similar industry peers. Separate ranks are calculated for individual CEOs and for 5-person executive teams representing over 4,000 public companies worldwide. Scores are based on three factor baskets: operating traction, pay & incentive alignment, and fiduciary risk factors. Bottom quintile teams consistently underperform both their industry peers and broader indexes on price returns, ROA, ROIC, and ROE. Ranks and subfactors are available as a monthly time series since January 2008.
Visit provider page: PrivCo
PrivCo provides the U.S. private market intelligence you’re searching for, without all the searching. They cover the entire private company landscape, irrespective of ownership or deal activity, allowing you to discover under-the-radar names. They source otherwise-elusive current and historical revenue and employee data by year, plus growth rates, ownership structure, executive-level contacts, investors, funding details, related companies, detailed M&A activity, and valuations and multiples.
Visit product page: U.S. Private Company Financials and Intelligence
Added: Jan 23, 2019
Accelerate your research and discovery efforts with actionable financial insights on the U.S. private markets. Discover new targets in your preferred universe without hours of searching, and without being limited to only those companies with funding or deal histories. Drill down on companies, using highly accurate, timely, and robust U.S. private company financials. Identify prospects and acquisition targets, source deals and comps, gain competitive intel, and research the private market landscape.
Visit provider page: Mastercard
Mastercard (NYSE: MA) is a technology company in the global payments industry. They operate the world’s fastest payments processing network, connecting consumers, financial institutions, merchants, governments, and businesses in more than 210 countries and territories. Mastercard products and solutions make everyday commerce activities - such as shopping, traveling, running a business, and managing finances - easier, more secure, and more efficient for everyone.
Visit product page: Sector Insights™
Added: Feb 28, 2019
The Mastercard Sector Insights™ product suite provides sector-level information and analysis of consumer trends. Expert analysis powered by world-class information assets drive powerful insights that enable fact-based decisions, shaping big-picture strategies and detecting short-term tactical trends.
Visit product page: SpendingPulse™
Added: Jun 07, 2019
Mastercard SpendingPulse™ is a suite of macroeconomic and industry data based on the aggregated sales activity of the Mastercard U.S. payments network, coupled with estimates on all other payments forms including cash and check. An industry standard, SpendingPulse generates comprehensive monthly reports far earlier than government or industry sources. In addition to the United States, SpendingPulse is available in select markets around the world, including Australia, Brazil, Canada, Hong Kong, Japan, South Africa, and the United Kingdom. Each report tracks metrics by month, year, region and segment - such as Apparel, Grocery, and Online - and includes both expert analysis of current market conditions and forecasts of future spending.
Visit provider page: IdealRatings
Founded in 2006 with a mission to help Socially Responsible Investors identify compliant instruments across different asset classes, IdealRatings Inc. has empowered capital markets stakeholders with unique screening solutions that offer insights of companies’ adherence to the Responsible Investment parameters. Headquartered in San Francisco and covering 40K+ companies globally, IdealRatings’s clients in 25+ countries have daily access to more than 10M data points.
Visit product page: IdealRatings ESG Data
Added: Aug 28, 2019
IdealRatings’ proprietary ESG solution incorporates over 150 inputs to score the ESG performance of 34,000+ companies globally, including large, mid and small cap companies across developed, emerging and frontier markets.
Visit provider page: Arialytics
Arialytics was founded in 2010 and is a leading provider of artificial intelligence investment research and portfolio solutions. The company helps asset managers and investment professionals reduce bias in research, increase rational decision-making, improve investment consistency, and obtain unique insights from data.
Visit product page: Arialytics IDEAS™ - US Equity Research
Added: Jun 14, 2019
Arialytics IDEAS™ is a comprehensive, point-in-time artificial intelligence data feed that processes millions of data streams into return assessments for 5,000+ US listed equities (including ADRs), and 200+ industries across seven investment horizons ranging from one month to five years. Arialytics IDEAS™ provides both real-time analytic value and historical depth to asset managers.
Visit product page: Arialytics IDEAS™ Alpha - US Equity Research
Added: Jun 14, 2019
Arialytics IDEAS™ Alpha is a comprehensive, survivor-bias-free, point-in-time artificial intelligence data feed that processes millions of fundamental, exchange, and macroeconomic data streams into alpha assessments for 5,000+ US listed and traded equities and ADRs, as well as 200+ industries across seven investment horizons ranging from one month to five years. An additional 5,000+ delisted firms are also included allowing for bias-free model development and backtesting.
Visit provider page: StockPulse
German-based StockPulse, founded in 2011, is a pioneer of sentiment data analytics for financial markets. The company's fully automated systems condense several million datasets from social media channels into meaningful and actionable data. StockPulse analysis is based on years of research that has been tested and confirmed in several academic studies. Pulse Picks, a key StockPulse product, provide at least 30 trend signals per trading day for individual stocks, indices, and currency pairs.
Visit product page: PulsePicks Trading Signals
Added: Jan 08, 2019
Leverage StockPulse’s robust AI engine to uncover PulsePicks trading signals based on sentiment data from social media sources, blogs, chats, and forums. Various metrics such as intensity (buzz), sentiment, and key topics are combined and optimized using algorithms that continuously analyze large historical datasets to detect patterns that can be translated into equity-level signals.
Visit provider page: FactSet
FactSet creates data and technology solutions for investment professionals around the world, providing instant access to financial data and analytics that investors use to make crucial decisions. We combine our unique proprietary datasets, your in-house data, and third-party unstructured data to help you see and seize opportunity sooner.
Visit product page: FactSet Solvency II
Added: Nov 06, 2018
FactSet’s Solvency II solution provides asset managers and asset owners with a consolidated source of data and analytics to maintain compliance with the European Union’s Solvency II capital and quantitative reporting requirements, which regulate all insurance and reinsurance activity in the EU.
Visit product page: Portfolio Analytics
Added: Jul 09, 2019
Measure performance, risk, style, and characteristics for multiple portfolios and asset classes with best-in-class, flexible reports and charts. With faster reporting and automated calculations, go from data to decision first. FactSet’s full range of portfolio analytics combines all the data and flexibility you need to examine your portfolio across asset classes and strategies.
Visit product page: Quantitative Research
Added: Jul 09, 2019
FactSet’s integrated tools for quantitative research take you from idea to construction and beyond. Create factors, understand and adjust for biases, simulate strategies, optimize portfolio exposures, and manage risk and performance with FactSet’s comprehensive quantitative solutions. With unparalleled data and robust analytics, quantitative teams can discover, develop, and implement innovative strategies, without the burden of manual alignment or data maintenance.
Visit product page: FactSet Events
Added: Nov 30, 2011
Find details for over 1.7 million corporate events, such as conference call date and time, phone number and password, type of conference call, and investor relations contact information. Transcript participants are mapped to FactSet symbology, allowing users to perform analysis on firms, individuals, analysts, and brokers using FactSet’s permanent identifiers. Data Frequency: Event; Update Frequency: Intraday.
Visit product page: FactSet Debt Capital Structure
Added: Mar 29, 2013
Thoroughly examine a company’s sources of debt. Access public and private company debt financing and analyze debt at the individual instrument level. FactSet Debt Capital Structure provides summary and detailed information on the debt structure of more than 75,000 reporting entities globally, linked to over 45,000 ultimate parents. Capture revolving credit (balances and availability), term loans, notes and bonds, and other borrowings as of a specific fiscal date. Data Frequency: Quarterly; Update Frequency: Daily.
Visit product page: FactSet Global Sanctions
Added: May 29, 2015
Monitor the entities (companies and individuals) on U.S. and global economic sanctions lists with FactSet Global Sanctions. This data set monitors the U.S. Treasury’s Office of Foreign Assets Control (OFAC) sanctions lists and other restricted lists maintained by global authorities (e.g., Great Britain, United Nations, and European Union). Identified with FactSet symbology, the entities that appear on these lists are further analyzed to identify related entities as well as the connecting relationship.
Visit product page: FactSet Corporate Governance
Added: Aug 31, 2015
FactSet’s corporate activism database, SharkRepellent, allows you to monitor and analyze corporate activism with data items related to poison pills, significant activism reported in SEC filings and news sources, and key takeover defenses compiled from articles of incorporation, bylaws, and other publicly available sources. Data Frequency: Event; Update Frequency: Intraday.
Visit product page: FactSet Hierarchy
Added: Mar 31, 2017
Get a 360-degree view of a company's diverse businesses. Our unique multi-sector, variable-depth classification system groups companies with up to three times the depth found in conventional industry classification systems. When fully expanded, the Hierarchy has over 7,000 sector and product groups, providing the precision needed to understand companies in a multi-dimensional manner.
Visit product page: FactSet Hierarchy with Revenue
Added: Apr 30, 2019
Hierarchy with Revenue normalizes non-standardized business segment reports of over 47,000 public companies by mapping segment revenues to the granular sectors of FactSet Revere Hierarchy - a patented industry classification taxonomy comprised of over 7,000 niche sector nodes and up to 11 levels of depth. This produces a quantified, variable-depth sector participation tree representing each company’s most granular revenue breakdown in a form that can be compared across relevant peer groups.
Visit product page: FactSet Estimates - Consensus
Added: Jan 31, 2011
Gain access to 20+ years of comprehensive estimates and statistics on a wide variety of financial statement items as well as industry specific metrics. Updated intraday, FactSet’s consensus estimates are aggregated from a wide base of contributors and cover over 19,000 active companies across 90+ countries. Data Frequency: Quarterly; Update Frequency: Intraday.
Visit product page: FactSet Data Management Solutions
Added: Jan 31, 2011
Gain access to FactSet’s security- and entity-level symbology and comprehensive entity reference data. Our Data Management Solutions (DMS or EDM) provide all the necessary relationships and connections you need to link disparate sources of information to a master identifier.
Visit product page: Research Management Solutions (RMS)
Added: Apr 29, 2019
FactSet's highly configurable and fully integrated research management tools ensure your research efforts grow alongside your business needs. Give your team the power to collaborate across disparate locations, ensure the security and continuity of your best ideas, and maintain the transparency necessary to comply with evolving regulatory regimes.
Visit product page: FactSet Streaming Exchange DataFeed
Added: Aug 16, 2019
FactSet’s Streaming Exchange DataFeed provides cost-effective access to consolidated real-time and delayed global exchange data. Proprietary technology normalizes data from over 200 global exchanges and across 150+ data fields. Asset types integrated include equities, futures, options, warrants, fixed income, mutual funds, ETFs, indices, commodities, and FX rates. The Streaming DataFeed is an object-oriented framework used to communicate with a FactSet data source. FactSet’s Proprietary SDK assists developers with all aspects of communication, request/message processing, and subscription management. The classes provided by the SDK simplify data access by providing asynchronous messages to application-defined callbacks.
Visit product page: FactSet Tick History API
Added: Aug 19, 2019
FactSet’s Tick History provides cost-effective access to consolidated real-time and delayed global exchange data. Proprietary technology normalizes data from over 200 global exchanges and across 19 tick history fields. Asset types integrated include equities, futures, options, warrants, fixed income, mutual funds, ETFs, indices, commodities, and FX rates. Tick History provides dynamic access to tick data for a specific security intra-day or historically via standard HTTPS protocol. History is available for all quotes and trades for the trailing 6 months or 1-year, respectively. Quotes and trade data for Options is available for 30 days.
Visit product page: FactSet Private Equity
Added: Nov 30, 2012
The FactSet Private Equity feed contains comprehensive information on thousands of global private equity and venture capital firms. You can access information about a firm’s venture capital financing rounds, view in-depth company profiles and investment trends, analyze industry and geographic holdings, as well as discover potential investments and buys.
Visit product page: FactSet Document Distributor - XML Transcripts
Added: Apr 28, 2017
Access information for over 1.7 million company corporate events, such as conference call date and time, access details, and participant name and contact information. Transcript participants are mapped to FactSet symbology, allowing users to perform historical analysis on firms, individuals, analysts, or brokers using FactSet’s permanent identifiers. Updated intraday, this feed delivers event transcripts in a standardized and tagged XML format. Data Frequency: Event; Update Frequency: Intraday.
Visit product page: FactSet RBICS with Tradenames
Added: Sep 13, 2018
RBICS with Tradenames maps over 170,000 products, services and brands (a.k.a. Tradenames) to the granular sectors of the FactSet Revere Business Industry Classification System taxonomy, resulting in a multi-sector participation map for each company. Whereas RBICS with Revenue offers quantified multi-sector exposure based on a company’s segment disclosures, RBICS with Tradenames provides a comprehensive view of sector participation at the product level.
Visit product page: FactSet Concordance Service
Added: Jan 31, 2011
The FactSet Concordance Service leverages FactSet’s extensive security and entity-level Symbology databases along with its industry leading content collection expertise to provide one-to-one relationships between locally managed identifiers and the FactSet instance. FactSet identifiers are mapped to industry-standard identifiers as well as to a comprehensive set of reference data and unique content to greatly enhance the ability to integrate other FactSet content sets quickly and easily.
Visit product page: FactSet People
Added: Nov 29, 2013
Gain instant access to personal and professional information for individuals associated with over 1.3 million firms, including public and private companies and financial sponsors, as well as private equity firms and investment professionals. Active and historical employment, board positions and select job details are included. The FactSet People database is updated intraday.
Visit product page: FactSet Options Reference Data
Added: Jun 01, 2019
The FactSet Options Reference DataFeed provides access to a series of identifier, price, Greeks, and reference data items for a global universe of active options.
Visit product page: FactSet Ownership
Added: Jun 30, 2010
FactSet’s Ownership data provides institutional, mutual fund, stakeholder, and float-related share ownership information for equities and fixed income securities worldwide from company and institutional filings, investor reports, and press releases. Updated daily, this database provides 17+ years of history across 120 countries. Data Frequency: Quarterly; Update Frequency: Daily.
Visit product page: FactSet Document Distributor - XML StreetAccount News
Added: Mar 15, 2019
With real-time, distilled market-moving information, FactSet Document Distributor -StreetAccount provides access to crucial intelligence for the companies and markets that matter to you in a standardized and tagged XML format. StreetAccount features comprehensive U.S. and European company coverage (and expanding Canadian and Asia Pacific coverage) by scanning all possible sources for corporate news, including corporate conference calls, FDA and EU drug approvals, SEC filings, FTC antitrust decisions, brokerage firm upgrades/downgrades, and trading floor conjecture. It also includes around-the-clock market summaries of the U.S., European, and Asian markets. Intraday updates are available and historical content is available from 2003.
Visit product page: Quotes API for Digital Portals
Added: Jun 01, 2019
The API supports over 20 different price types for each quote and comes with basic search endpoints based on security identifiers and instrument names. The underlying platform is able to power even the most performance-demanding application environments in the Wealth space. It has been built for scale and easily serves solutions with millions of application users. FactSet’s Wealth APIs draw from almost 20 years of experience in creating and using such interfaces in the digital space.
Visit product page: FactSet Tick History DataFeed
Added: Aug 16, 2019
FactSet’s Tick History DataFeed provides cost-effective access to consolidated real-time and delayed global exchange data. Proprietary technology normalizes data from over 200 global exchanges and across 47 tick history fields. Asset types integrated include equities, futures, options, warrants, fixed income, mutual funds, ETFs, indices, commodities, and FX rates. Receive end-of-day tick data on a scheduled basis for a custom list of symbols via FTP. History is available for all quotes and trades for the trailing 6 months and 1-year, respectively. Quotes and trade data for Options is available for 30 days. Receive all trades and quotes by default or filter to only trades.
Visit product page: FactSet Exchange DataFeed Snapshot API
Added: Aug 19, 2019
FactSet’s Exchange DataFeed Snapshot API provides cost-effective access to real-time and delayed global exchange data. Proprietary technology normalizes data from over 200 global exchanges and across 150+ data fields. Asset types integrated include equities, futures, options, warrants, fixed income, mutual funds, ETFs, indices, commodities, and FX rates. Cutting-edge technology ensures reliability and provides scalability that allow applications to request multiple items at a time. To simplify client-side development an entire response can be placed in a matrix or table for effortless integration into internal and external applications.
Visit product page: FactSet Workstation
Added: Apr 26, 2019
The FactSet Workstation, available installed or fully web-based, seamlessly combines hundreds of data sources in one user-friendly research solution. Leverage sophisticated search technology to find information quickly and easily. Create customizable watch lists, alerts, models, and screens to gain actionable insight - anytime, anywhere. Rely on an industry-leading support team that is available 24/7 by phone, email, or IM.
Visit product page: FactSet Benchmark DataFeed Solutions
Added: Jan 31, 2012
FactSet’s Benchmark DataFeed (BDF) service allows you to outsource your data management and greatly reduce your operational costs. FactSet’s normalized and efficient file format is compatible across leading vendors in the performance, reporting, compliance and risk market. Benchmark data, combined with our consistent symbology and a centralized, round-the-clock team for support, ensures a cost-effective solution that frees you up to focus on the critical aspects of your business. The BDF solution also provides quality assurance testing and supports revisions and custom benchmarks. FactSet covers over 350,000 benchmarks, amounting to 4 million plus benchmark variants by currency and return type, across dozens of vendors.
Visit product page: Risk Analytics
Added: Jul 09, 2019
Fuel your decision-making and drive portfolio performance with FactSet’s flexible enterprise risk solutions. Transform everyday analysis into valuable decision-drivers with robust, sophisticated risk analytics, premier models, and global multi-asset class data integrated across the portfolio lifecycle. Seamlessly connect your front, middle, and back office with our scalable risk solution.
Visit product page: FactSet ETF
Added: Oct 31, 2016
FactSet ETF data feeds provide complete and accurate security, fund and reference data across the universe of exchange-traded products. Data is sourced from ETF providers across the globe and includes more than 100 unique data points, resulting in comprehensive coverage to help you evaluate and construct ETFs, analyze potential trades, and perform fund research. Data Frequency: Daily; Update Frequency: Intraday.
Visit product page: FactSet Views
Added: Dec 31, 2018
FactSet Views delivers reports from the Workstation (ranging from News and Prices to Estimates and Ownership) that clients can embed into their websites, portals, and applications. The reports render in a dynamic fashion and offer supplementary functionality such as downloading and pop-ups to additional information.
Visit product page: FactSet Supply Chain Relationships
Added: Apr 30, 2014
FactSet Revere Supply Chain Relationships data is built to expose business relationship interconnections among companies globally. This feed provides access to the complex networks of companies' key customers, suppliers, competitors, and strategic partners, collected from annual filings, investor presentations, and press releases.
Visit product page: FactSet Geographic Revenue Exposure
Added: Aug 29, 2014
FactSet Revere Geographic Revenue ("GeoRev") Exposure data provides a highly structured and normalized display of companies’ revenues by geography. Quickly understand a company’s revenue exposure in countries impacted by geopolitical, macroeconomic, and market risk. Understand the geographic footprint of a company based on sources of revenue versus country of domicile, and analyze global revenue exposures at the company, index, or portfolio level. Data Frequency: Annual; Update Frequency: Daily.
Visit product page: FactSet Reference Data - Fixed Income Terms & Conditions
Added: Apr 03, 2017
FactSet Reference DataFeed - Fixed Income Terms & Conditions provides access to a series of fixed income terms & conditions data items, such as coupon details, redemption options, and convertible features, for corporate, government, and agency bonds based on a client-defined global universe.
Visit product page: FactSet Mergers
Added: Oct 31, 2014
The FactSet Mergers data feed provides global merger and acquisition information for over 500,000 announced mergers, acquisitions, divestitures, and spin-offs involving both public and private companies. In addition to deal terms and details, this feed identifies participants, attitudes, and company details at the time of the announcement. Data Frequency: Event; Update Frequency: Daily.
Visit product page: FactSet Broadcast Streaming Exchange DataFeed
Added: Aug 16, 2019
FactSet’s Broadcast Streaming Exchange DataFeed provides cost-effective access to consolidated real-time and delayed global exchange data. Proprietary technology normalizes data from over 200 global exchanges and across 150+ data fields. Asset types integrated include equities, futures, options, warrants, fixed income, mutual funds, ETFs, indices, commodities, and FX rates. The Broadcast DataFeed is an object-oriented framework used to communicate with a FactSet data source. FactSet’s proprietary SDK assists developers with all aspects of communication, request/message processing, and subscription management. The classes provided by the SDK simplify data access by providing asynchronous messages to application-defined callbacks.
Visit product page: FactSet Execution Management
Added: Aug 03, 2015
Complete the portfolio lifecycle with optimized algorithm selection and automated trading using FactSet’s fully integrated, multi-asset class execution management system (EMS). Combine best-of-breed execution management, powered by Portware Intelligence, with FactSet's robust, accurate data. Strengthen existing FactSet deployments including Portfolio Analysis, risk analytics, attribution, and more, with real-time trade data from the EMS.
Visit product page: FactSet Economic Events and Estimates
Added: Feb 29, 2016
Keep track of past and future economic event calendar and estimate information for 60+ countries and regions with FactSet Economic Events and Estimates. Each event record includes descriptive data, release date and time, and the associated indicator, period, and region. In addition, recent actual and consensus estimates are provided for indicator events. Data Frequency: Event; Update Frequency: Daily.
Visit product page: Data Exploration
Added: Jul 24, 2018
FactSet Data Exploration combines the power of the Microsoft Azure cloud with the content of the Open:FactSet Marketplace, offering a streamlined way to explore and evaluate new ideas. Instantly interact with data from the Marketplace in a fully hosted environment that includes industry-standard databases, programming languages (Python and R), and data visualization tools. FactSet Data Exploration eliminates the cost of trialing data locally by providing everything needed to analyze new content with a simple log in. The environment is also available for purchase as an annual subscription.
Visit product page: FactSet Shipping
Added: May 16, 2018
Better understand the increasingly complex global supply chains of 200,000+ companies with access to a normalized view of over 30 million shipments with FactSet Shipping. Use this data to conduct network analysis, uncover undisclosed business relationships, detect supply chain risks, and identify trends in shipping to predict a company’s sales volume. Data Frequency: Daily; Update Frequency: Intraday.
Visit product page: FactSet RBICS
Added: Mar 31, 2017
Get a comprehensive structured taxonomy to classify companies by what they primarily do. FactSet Revere Business Industry Classification System (RBICS) delivers a granular view for investors by classifying companies using a bottom-up approach according to the products and services they provide. By combining this approach with a top-level grouping based on companies’ behavior similarities and stock co-movement, FactSet RBICS delivers unprecedented precision for 1,400+ sector groups.
Visit product page: FactSet Estimates - Detail
Added: Jan 31, 2011
Updated intraday, the FactSet detail estimates feed provides individual broker-level estimates collected from over 800 sell-side analysts. This database contains 20+ years of broker history across more than 59,000 global companies. Data Frequency: Quarterly; Update Frequency: Intraday.
Visit product page: Performance Measurement & Attribution
Added: Jul 15, 2019
Sophisticated next generation portfolio analytics is paired with FactSet’s award-winning B-One performance and attribution solution to allow for highly accurate performance calculations and more frequent and timely reporting. Seamlessly distribute performance data across your entire organization, including front office personnel, marketing and sales specialists, and your executive team. FactSet’s flexible information delivery systems can support any type of market and portfolio data in multiple formats and languages with robust performance and attribution results, native Microsoft Excel integration, API support, and flexible browser portals that deliver results to internal and external clients.
Visit product page: FactSet Fundamentals
Added: Jan 31, 2011
Gain access to current, comprehensive, and comparative information on securities in worldwide developed and emerging markets. Composed of annual and interim/quarterly data, detailed historical financial statement content, per share data, and calculated ratios, FactSet Fundamentals provides you with the information you need for a global investment perspective. Data Frequency: Quarterly; Update Frequency: Intraday.
Visit product page: Managed Database Service (MDS)
Added: Oct 01, 2019
FactSet's Managed Database Service (MDS) is the next iteration of its Data Exploration product, allowing users to connect directly to a Microsoft SQL Server database hosted in Microsoft Azure. This environment enables users to access all purchased or trialed Open:FactSet datafeeds without worrying about in-house infrastructure or procurement.
Visit product page: Time Series API for Digital Portals
Added: Jun 01, 2019
The API covers more than 15 years of historic price information and supports over 20 different price types. The underlying platform is able to power even the most performance-demanding application environments in the Wealth space. It has been built for scale and easily serves solutions with millions of application users. FactSet’s Wealth APIs draw from almost 20 years of experience in creating and using such interfaces in the digital space.
Visit provider page: Truvalue Labs
Truvalue Labs applies AI to quantify Environmental, Social, and Governance (ESG) data found in unstructured text sources including news, trade journals, NGO, and industry reports. Truvalue’s mission is to deliver transparent, timely, consistent ESG data to investment professionals. Products Truvalue Platform™, Truvalue Data™, and Truvalue Cloud™, powered by Truvalue AI™, deliver investable insights by revealing value and risk factors from unstructured data at the speed of current events.
Visit product page: Truvalue Insight360 DataFeed
Added: May 31, 2018
Truvalue Labs Insight360 quantifies Environmental, Social, and Governance (ESG) data found in third-party sources, such as news, NGOs, industry reports, and social media using machine learning techniques. Insight360 provides short-term, long-term and momentum scores on 30 material ESG categories as well as an aggregate score, and volume score for each company. With a focus on both positive and negative ESG events, TVL uncovers investment opportunities as well as risks found in unstructured text. Data Frequency: Daily; Update Frequency: Daily
Visit product page: Truvalue Labs SASB Codified DataFeed
Added: Sep 30, 2019
Short-term, long-term, and momentum scores are generated for 26 ESG categories defined by the Sustainability Accounting Standards Board, along with an overall score and a volume score. Truvalue Labs’ latest datafeed, SASB Codified Datafeed, has 16,000+ companies, including constituents of major indices including the S&P 500, the Russell 1000 and 3000, and MSCI Emerging Markets and World. Data Frequency: Daily; Update Frequency: Daily
Visit provider page: Institutional Shareholder Services (ISS)
ISS is the world's leading provider of corporate governance and responsible investment (RI) solutions for asset owners, asset managers, and hedge funds. ISS' solutions include: objective governance research and recommendations; RI data, analytics, and research; end-to-end proxy voting solutions; turnkey securities class actions claims management; and reliable global governance data and modeling tools. Clients rely on ISS' expertise to help them make informed corporate governance decisions.
Visit product page: ISS Voting Analytics
Added: Apr 24, 2019
Identify trends and gain actionable insights with ISS Voting Analytics’ comprehensive database of global proxy voting agendas and meeting results. Spot voting patterns across regions or industries, research potential proposal vote outcomes, and aggregate voting statistics. Cross reference the ISS benchmark proxy vote recommendation with shareholder support to predict future outcomes.
Visit product page: ISS ESG Carbon & Climate Impact Data
Added: Aug 19, 2019
The ISS ESG Carbon & Climate Impact data feed is a comprehensive product incorporating carbon footprint data, an overall Carbon Risk Rating and Potential Avoided Emissions (PAE). The feed covers companies’ scope 1 (direct) & scope 2 (indirect) GHG emissions and intensity, scope 3 (other indirect emissions), and transitional and physical climate risks for 22,000+ global companies. The Carbon Risk Rating assesses the climate-related performance of 5,300+ companies, taking into account not only industry-specific challenges and risk profiles, but also a company’s positive impact. The PAE data measure the emissions for 250+ utility companies that are saved by a company’s products or services.
Visit product page: ISS ESG Sustainability (SDG) Solutions Assessment
Added: Aug 19, 2019
The ISS ESG Sustainability (SDG) Solutions Assessment enables investors to assess the positive or negative impact that a company's product and service portfolio has towards achieving the United Nations’ Sustainable Development Goals (SDGs). The Sustainability Solutions Score provides an aggregated assessment of each company's product portfolio, taking into account a company's most distinct impacts.
Visit product page: ISS Executive Compensation Data
Added: Oct 19, 2019
Leverage comprehensive compensation data for CEO and NEO (named executive officer), including salary, bonus, stock-based incentive awards, option grants, non-equity incentive plan payouts, deferred compensation payouts, and other components of total compensation. Access more than 100 compensation factors for 9,000 companies globally. Detailed pay data is available on 32,000 executives in U.S., Canada, U.K., Europe, and Australia.
Visit product page: ISS ESG Corporate Rating
Added: Jul 11, 2019
The ISS ESG Corporate Rating provides a highly relevant, material, sector-specific and forward-looking assessment of a company’s environmental, social and governance performance. The methodology has been established and refined for more than 25 years to deliver high-quality and in-depth research on public and private companies' sustainability performances. The Prime Status label is awarded to companies that meet specific minimum standards in successfully managing sustainability-related risks and opportunities and achieve the best ESG scores among their sector peers.
Visit product page: ISS ESG Governance QualityScore
Added: Aug 30, 2019
The ISS ESG Governance QualityScore is an objective, point-in-time, data-driven tool that helps investment professionals measure and identify areas of corporate risk in Board Structure, Compensation programs, Shareholder Rights, and Audit & Risk Oversight. Company-level scores provide an indication of relative governance quality based on an evaluation of approximately 100 of 230 total factors that are most relevant to a given country or region.
Visit product page: ISS Director Data
Added: Apr 24, 2019
ISS Director Data enables investors to uncover potential opportunities, identify investment risks and generate unique ideas through a deep dive of corporate director attributes. Gain a complete picture of the Board responsible for management oversight with 150 board and director data points to evaluate board independence, skills, diversity, key committee positions, attendance, ownership, compensation, meeting attendance and more.
Visit product page: ISS ESG Norm-Based Research
Added: Aug 22, 2019
ISS ESG Norm-Based Research identifies situations in which companies fail to prevent or address, social or environmental controversies in line with established expectations for Responsible Business Conduct. Discover the most critical environmental and social risks for a given company in the key areas of Human Rights, Labour Rights, Environmental Protection, and Anti-Corruption, as defined by the UN Global Compact. Individual assessments are aggregated into an overall assessment and score to easily identify companies with significant concerns.
Visit product page: ISS ESG Environmental & Social Disclosure QualityScore
Added: Aug 30, 2019
Environmental & Social Disclosure QualityScore is a data-driven scoring and screening solution designed to measure and identify areas of environmental and social risk through company disclosure. The methodology focuses on material aspects of disclosure practices, including global disclosure standards and key industry initiatives, such as the Global Reporting Initiative (GRI), the Sustainability Accounting Standards Board (SASB) and the Task Force on Climate-related Financial Disclosures (TCFD).
Visit provider page: Entelligent
Entelligent sees climate change as a new and growing risk for investors seeking to reduce their exposure to macroeconomic risk, policy shock, and technology innovation as a result of rising global temperatures. The firm provides Smart Climate™ indices, predictive equity portfolio analytics, and data to help investors identify opportunities as the global economy transitions to low carbon solutions.
Visit product page: Smart Climate E-Scores
Added: Jul 23, 2019
Smart Climate E-Scores™ measure sensitivity to climate risk. Combining a top-down approach with an Integrated Assessment Model (IAM), Entelligent provides the next generation solution for low carbon impact investing. Their proprietary research methodology integrates energy volatility, climate risk data and financial information of public equities to predict returns based on customizable global inputs. The Smart Climate E-Scores use multiple future climate scenarios to compute the variance among Entelligent’s predicted returns as a climate risk indicator. Entelligent’s approach complements other ESG methodologies that collect and aggregate micro-level data to gauge risks and opportunities.
Visit provider page: RoyaltyStat
RoyaltyStat's databases are used worldwide for transfer pricing compliance and intangible property valuation. Started on August 17, 1996 and launched online December 14, 1999, RoyaltyStat is trusted by government agencies, by corporations, and by accounting, consulting and law firms.
Visit product page: RoyaltyStat®
Added: May 09, 2019
RoyaltyStat® is the best-in-class, most up-to-date, and reliable source of royalty rates extracted from unredacted license agreements. RoyaltyStat's rates are used in transfer pricing, purchase price allocation (PPA), reasonable royalty infringement damages, and due diligence connected with litigation, business development, bankruptcy, mergers and acquisition
Visit provider page: Cortera
Fueled by over $1.5 trillion in annual B2B transactions, Cortera, through the Cortera Credit Exchange, provides financial firms with insightful views into the characteristics of public and privately-held companies. With over 25 years in commercial credit, thousands of companies rely on Cortera for unique data, forward thinking, rapid results and superior value.
Visit product page: Cortera Spend Insights
Added: Sep 19, 2019
Predict the financial health and future performance of businesses by identifying trends in purchasing, spend and payment behaviors over the past 3+ years, segmented across 45 categories. Information includes firmographics and modeled attributes.
Visit provider page: Mill Street Research
Mill Street Research is a boutique consulting and research company focused on providing high quality, independent Global Portfolio Strategy research to their clients. The firm provides proprietary quantitative data and rankings as well as tools and commentary to help institutional investors make better asset allocation and stock selection decisions. Mill Street also offers customized work and special research projects for clients.
Visit product page: MAER Stock Ranking Model
Added: Mar 12, 2019
MAER, the Monitor of Analysts' Earnings Revisions, is a proprietary multi-factor equity ranking model. Updated monthly, it incorporates trends in analyst estimate revisions, price action and valuation to rank stocks globally with an intermediate-term (3-6 month) forecasting horizon.
Visit provider page: IHS Markit
IHS Markit delivers next-generation information, analytics, and solutions to help customers improve operational efficiency and gain deep insights that lead to well-informed, confident decisions. IHS Markit has more than 50,000 key business and government customers, including 80 percent of the Fortune Global 500 and the world’s leading financial institutions. Headquartered in London, IHS Markit is listed on the Nasdaq under the symbol INFO and committed to sustainable, profitable growth.
Visit product page: Research Signals
Added: May 30, 2019
Research Signals provides over 500 investment signals covering more than 30,000 securities in 80 countries, supporting security selection and strategy development. The signals are extracted from a variety of data sources, including direct financial, technical, industry-specific, proprietary, and alternative data sources, and are designed to help asset managers expedite return generation goals. Research Signals analyst team focuses on discovering and testing factors that relate to traditional and specialty themes such as value, quality, momentum, short interest, ESG, and more.
Visit provider page: RepRisk
RepRisk, a global leader and pioneer in data science, specializes in premium ESG and business conduct risk research and quantitative solutions.They leverage artificial intelligence and curated human analysis to translate big data into actionable business intelligence and risk metrics.Leading organizations around the world rely on RepRisk as their key due diligence solution to prevent and mitigate ESG and business conduct risks related to their operations, business relationships, and investments.
Visit product page: RepRisk ESG Business Intelligence
Added: Apr 10, 2018
RepRisk’s proprietary risk metrics and analytics systematically flag and monitor ESG and business conduct risks, as well as potential company-specific violations of internal policies and/or international standards. RepRisk’s data feeds offer a comprehensive solution for risk management and compliance. The dataset offers full coverage of any market universe including emerging and frontier market as well as private equity. Historical data is available with consistent methodology since 2007. An issues- and event-driven methodology provides daily-updated risk information based on over 80,000 public sources and stakeholders screened and analyzed in 20 languages. Data Frequency: Daily; Update Frequency: Weekly.
Visit provider page: Alexandria Technology
Alexandria Technology creates proprietary machine learning algorithms that classify text for entities, events/topics, sentiment, and more. Launched in 2012, Alexandria’s classification systems have been trained by research analysts and portfolio managers, creating an AI analyst that reads text like a human but performs with the speed and consistency of a machine.
Visit product page: Alexandria Text Analytics - Equity
Added: Apr 10, 2018
Market sentiment news analysis that covers 110,000+ public companies worldwide. Algorithms trained by buy-side research analysts replicate their own analysis of news items, which yields a more accurate and consistent classification across a deep history of news stories. This product helps quantitative researchers and compliance professionals better understand and explore the impact of news and provide more clarity on trade activity. Data Frequency: Intraday; Update Frequency: Intraday.
Visit product page: Alexandria Text Analytics - Economic
Added: Sep 28, 2018
Alexandria’s Global Economic dataset is the application of their proprietary algorithms on macro-economic news. Each article is summarized into a record of structured data which includes the economic country or region, the topic or news event, and the overall sentiment of the article based on their AI analyst’s assessment on how it will affect that economy (positive impact, negative impact or neutral/no impact). Data Frequency: Intraday; Update Frequency: Intraday.
Visit product page: Alexandria Text Analytics - Commodity
Added: Jun 14, 2019
Alexandria’s Global Commodity dataset is the application of their proprietary algorithms on commodity-related news. Each article is summarized into a record of structured data which includes the type of commodity, the topic or news event, and the overall sentiment of the article based on their AI analyst’s assessment on how it will affect that commodity (positive impact, negative impact or neutral/no impact).
Visit provider page: Libra Investment Services
Established in 2010, Libra is an award-winning London based FCA regulated advisory firm that runs a systematic equity valuation product. Based on their proprietary Apollo methodology that was first developed in 2004, their Smart Alpha solution offers a comprehensive dataset of daily stock level signals and indicators for global stocks. Libra provides both bespoke research content and customised data products to help institutional clients create a more effective investment process.
Visit product page: Libra Apollo - the Smart Alpha Solution
Added: Aug 29, 2019
Apollo is an asset pricing model that incorporates implied cost of capital to determine both the return opportunity and the risk of loss for over 6700 stocks worldwide. Updated daily, the dataset stretches back to 2000 and provides users with both estimated future cash-flows and the rate at which they’re being discounted. Factors such as style, rating, value, volatility, growth and potential alpha are used to create a proprietary stock level indicator. The dataset can also be used to create aggregate indicators at the portfolio, sector or market level.
Visit provider page: CSRHub
CSRHub offers one of the world’s broadest and most consistent set of Environment, Social, and Governance (ESG) ratings, covering 18,000 companies. Its patented Big Data algorithm combines millions of data points on ESG performance from hundreds of sources, including leading ESG analyst raters, to produce consensus scores on all aspects of corporate social responsibility and sustainability. CSRHub ratings can be used to drive corporate, investor and consumer decisions.
Visit product page: CSRHub ESG Business Intelligence
Added: Jun 14, 2019
Enhance corporate, investor, and consumer ESG and sustainability decision-making with strong signal data from CSRHub. Through a patented algorithm and machine learning, CSRHub aggregates and harmonizes disparate data from over 500 SRI/ESG sources to generate a consensus score for the ESG performance of more than 18,000 companies from 136 industries in 131 countries. Leverage CSRHub’s big data expertise to increase corporate market value, see portfolio opportunities and risks, and augment other Business Intelligence data.
Visit provider page: Four Twenty Seven, Inc.
Four Twenty Seven is a market intelligence firm that specializes in analyzing the physical risks of climate change. We leverage a large number of public and private data sources to deliver science-driven analytics and ESG solutions to our clients.
Visit product page: Company Climate Risk Scores
Added: Jan 08, 2019
Four Twenty Seven’s forward-looking data analytics empower investors to identify and mitigate physical climate risk in their portfolios. Leverage a database of over 1 million corporate facilities around the world and over 10,000 companies that are scored for supply chain and market risks. Over 2,000 companies are scored for operations risk based on exposure to climate hazards such as hurricanes & typhoons, sea level rise, extreme rainfall, heat stress, water stress and wildfire (forthcoming).
Visit provider page: Kavout
Kavout is a global investment technology company committed to empowering institutions and investors to find alpha, generate wealth and do more with less. The company specializes in the application of machine learning technologies to develop single, multi, and ensembled factors and signals from big data. Combining a world-class team of researchers, data scientists, and machine learning experts, Kavout creates data feed products and services to help investment managers make better decisions.
Visit product page: K Score China A-Shares Stocks
Added: Jun 14, 2019
The K Score China A-Shares data feed covers CSI 300, CSI 500 and CSI 800 component stocks. Scores are calculated daily and available to clients on the same trading day a few hours after the market closes. The K Score equity rating is delivered as an integer with possible values ranging from 1-to-9.
Visit product page: K Score Global Equities
Added: Aug 28, 2019
K Scores are calculated daily for thousands of stocks around the globe, and available to clients on the same trading day a few hours after the market closes. The K Score equity rating is delivered as an integer with possible values ranging from 1-to-9.
Visit provider page: Amenity Analytics
Amenity Analytics' NLP Platform uses Artificial Intelligence to empower businesses to draw actionable insights from text on a massive scale. With domain expertise in the financial sector and customizable to any strategy or industry, Amenity analyzes regulatory filings, earnings call transcripts, news coverage and research reports or internal documents. Information in text is pinpointed and then delivered in effective formats that are intuitive to use and designed to enhance existing workflows.
Visit product page: Thematic Sentiment APIs
Added: Jun 18, 2019
Transform unstructured data into a structured set of themes and overall sentiment scoring that's more powerful and accurate than a sentiment score alone. Using FactSet’s Events & Transcripts data, Amenity Analytics' Thematic Sentiment APIs allow investors to categorize earnings calls and other forms of unstructured financial data into meaningful insights. These APIs apply sentiment analysis and classify clients’ data into dozens of unique events such as margin commentary, employment, and capacity. Further categorization allows users to navigate data by sections such as Q&A, Speakers and Key Drivers.
Visit product page: Enterprise Solutions for Financial Services
Added: Jun 18, 2019
Customize your workflow with Amenity Analytics’ data signals. Offering a cloud-based text analytics API service, Amenity empowers financial services companies to draw actionable insights from any source of unstructured text data. Amenity’s NLP models and AI driven insights engine utilizes ML/Deep Learning to provide results with unparalleled accuracy and deployment speed.
Visit product page: Insights Platform
Added: Jun 18, 2019
Discover critical insights from unstructured financial text, research at scale and share your findings in boardroom-ready dashboards with Amenity Analytics’ all-in-one text analytics application, the Insights Platform. Using our superior natural language processing technology, Fortune 100 companies, hedge funds, financial exchanges and insurance companies extract key events, business trends and sentiment from earnings call transcripts, SEC filings, news and more.
Visit provider page: MT Newswires
With a history of serving the largest and most recognized market data, research and trading applications around the world, MT Newswires is a recognized leader in original and unbiased business and financial news. The Company’s expanding global network of financial journalists and economists produce a leading, multi-asset class news service with over 115 categories of market moving, original and noise free news, serving a broad range of financial services firms and capital markets participants.
Visit product page: Live Briefs PRO Global Markets
Added: Jul 01, 2019
Live Briefs Pro Global Markets is a comprehensive premium news service providing complete, up-to-the-minute multi-asset class coverage of North American, European and APAC financial markets and economies.
Visit provider page: MariTrace
MariTrace provides specialist ship tracking data and services to clients in the shipping, commodity trading and financial industries. This expertise has been used to develop MariData, which is a structured record of shipping cargo movements worldwide.
Visit product page: MariData
Added: Jul 22, 2019
Access a structured record of global shipping movements, including information on the vessel type, and estimated type and tonnage of each cargo, to develop unique market insights, identify investment opportunities, and monitor the activity of individual ships, companies, commodities and industry sectors.
Visit provider page: ChinaScope
Founded in 2009, ChinaScope is a financial technology firm focusing on the extraction and interpretation of unstructured and semi-structured data related to China. The company’s proprietary data automation systems and NLP algorithms extract, synthesize and standardize numerical and textual data to help global investors make better investment decisions.
Visit product page: SmarTag
Added: Aug 15, 2019
SmarTag is ChinaScope’s flagship news analysis engine that deconstructs unstructured Chinese language text into structured machine-readable metadata. Sentiment embedded in the vernacular expressed in the text is used to calculate scores that can be used to predict stock movements.
Visit provider page: BizQualify
BizQualify provides verifiable business information and financial metrics by leveraging Form 5500 filings with the IRS & US Dept of Labor, covering retirement and welfare benefit plans for 1M companies with 100M employees (9 out of 10 employees in the US). The algorithms are US patent-pending. BQ data covers employment trends, credit events, and ESG (governance) issues and is used across equities, fixed income, macro, and munis, as well as private equity and investment banking.
Visit product page: BQ Business Health Metrics
Added: Oct 17, 2019
Access over 250 data items sourced directly from filings submitted to the IRS and US Dept of Labor. The public company universe includes all US public companies & US subsidiaries of global companies with employee benefit plans (e.g., healthcare, 401k, profit sharing) representing roughly 4,000 entities. Data is point in time, collected monthly, and covers all sectors as all U.S. legal entities must file subject to the same federal regulations. The private company universe consists of over 1 million US private companies with employee benefit plans, accounting for over 90% of US employment. Companies that do not offer employee benefits tend to be very small, typically having just 1 employee (the business owner).