Artificial Intelligence Return Predictions of ETF Holdings
Hedge Fund Holdings
Women Leadership
Minority Leadership
5G
All ARK ETF Holdings
Genomics
Cloud Computing
Electric Vehicles
Robotics
Blockchain
Cyber Security
Water
Biotech
Battery Technology
Infrastructure
Semiconductors
Country and Sector Investment Analytics
Bottom-Up ETF Cheapness, Profitability, Sentiment, and Trend Charts
Developed Country iShares
Vanguard Sector ETFs
Emerging Country iShares
User Guide
Explore Stocks and ETFs
Sectors
Identify Valuation Profitability Trade-offs
Industries
Explore Best Industry Opportunities
Stocks
Decompose AI Stock Ratings
Sentiment
Understand Sector Outlooks
Sustainability
Gauge Persistance of Global Yields
Trend
Visualize Global Market Moves
About
Decades in Development
1997-2005
Fundamental Analysis
Picked stocks using sector focused valuation models for Hedge Funds.
2006-2015
Systematic Application
Researched efficacy of fundamental-based sector-focused models. Extended analysis space to sentiment and trend analytics. Improved on traditional methods using technology and scientific method.
2016-2020
Infuse Artificial Intelligence
Venture Capital infusion. Hired machine learning experitise to utilize Tensor Flow on fundamental stock market data. Compare machine learned outcomes to human judgement to better artificial intelligence.
2021
Democratize Hedge Fund Analytics
Empower investors with Hedge Fund tools using Artificial Intelligence.
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Sector Analytics
Chart Sector Value to Profitability
This scatter chart compares Book Yield to Return on Equity to help you pick interesting stocks to buy.
Book Yield is a measurement of value. It is ratio of firm book value divided by market cap. Return on Equity (ROE) is the ratio of a company's net earnings divided by its book value. Cheaper sectors have higher Book Yields while the most profitable sectors have the highest ROE. The stock market is a voting machine that pays up for profitability. This means that secors with higher ROEs are usually more expensive. This chart displays the trade off between sector cheapness and profitability.
Industry Analytics
Industry Value to Profitability Company Comparison
This scatter chart compares Book Yield to Return on Equity to help you pick interesting stocks to buy. Click through sectors, industries and companies to generate a Hedgy Report.
Book Yield is a measurement of value. It is ratio of firm book value divided by market cap. Return on Equity (ROE) is the ratio of a company's net earnings divided by its book value. Cheaper companies have higher Book Yields while the most profitable companies have the highest ROE. The stock market is a voting machine that pays up for profitability. This means that companies with higher ROEs are often more expensive. This chart displays the trade off between company cheapness and profitability in a specific industry. In Hedgy Analytics pick a ticker from the chart to generate a Hedgy Report
Hedgy Report
Artificial Intelligence Driven Investment Outlook
These dials are a set of company indicators displayed in a Hedgy Report on Walmart. You can view 2500 Hedgy Reports for more details.
Cheapness compares a firm's value compared to its industry competition. Profitability compares a firm's financial statement quality to its industry peers. Sentiment compares changes to analyst consensus of a firm with its competitors. Momentum is a guage of price returns and earnings growth. These four gauges help Hedgy determine a stock rating using artificial intelligence. The key to its success is recognizing that each industry has different performance drivers and incorporating this information in these gauges.
This is an example of a single tool available to measure undelying market sentiment in different ETFs. Each ETF is composed of many company positions that contribute to the underlying price of the ETF. The sum of the weights of all ETF holdings is 100%. So to measure the the underlying ETF sentiment calculate the weighted sum of each firms market sentiment. In other words, an ETF's Positive Earnings Revisions is the position weighted Positive Earnings Revisions of the underlying stocks in the ETF. It is a bottom-up aggregation of each firms' market sentiment as measured by sell-side analysts. The number measures the proportion of increases of EPS estimates in the prior three months divided by the sum of the increases and decreases of EPS esimates by analysts in the same period. This ratio is a percent that ranges from 0 to 100 so that 50% signifies that half of EPS estimate changes have been positive. By aggregating postive estimate revisions for the ETF its possible to determine the ETF's bottom-up sentiment of its holdings. Vanguard Real Estate ETF has the most bearish outlook.
Dividend Yield Sustainability
Compare ETF's Dividend Yield to Pay-Out Ratios
This is an example of one tool used to compare the underlying Dividend Yield of an ETF to the underlying Pay-Out Ratio. The Dividend Yield is a good proxy for how much the ETF will pay annually. Lower Pay-Out ratios indicate that the Dividend is sustainable over the long term.
An ETF's underlying Dividend Yield is the ETF position weighted Dividend Yield of the underlying stocks in the ETF. Dividend Yield is the ratio of Total Dividends per share to Price. It's how much a firm returns to each investor annually. ETF's Dividend Yield is determined by the dividends actually paid by the companies in the ETF. The Dividend Yield of the underlying companies in the ETF is the best gauge for the future Dividend Yield of the ETF. iShares Israel ETF has the lowest Dividend Yield while iShares Singapore ETF has the highest in this group of iShares Developed Country ETFs.
An ETF's Payout Ratio is the position weighted Payout Ratio of the underlying stocks in the ETF. It is a bottom-up aggregation of total dividends paid divided by the net income of each firm in the ETF. The number is a financial metric showing the proportion of earnings a company pays shareholders in the form of dividends, expressed as a percentage of the company's total earnings. The Payout Ratio is a key financial metric used to determine the sustainability of a dividend payment program. REITS Payout Ratio may be greater than 100% due to accounting for large depreciation in earnings and the requirement that dividends are atleast 90% of Net Income. For other sectors, it's unlikely that dividends are sustainable if the Payout Ratio is above 60%. iShares Israel ETF has the most sustainable Payout Ratio while iShares New Zealand ETF achieves the highest level in this group of iShares Developed Country ETFs.
Trend
Compare ETFs' Fundamental and Technical Trends
This is another example of a tool available for analysis. It shows that the rolling positive return breadth of Japanese companies is improving as seen in EWJ, the iShare Japan ETF. An ETF's Positive YoY Returns Breadth is the proportion of the ETF's assets under management with positive returns in the prior year. The number meausures favorable breadth of ETF perfomance measured as a percent. Open the developed market toolkit to compare recent trends of other country ETFs.