Complete List of Data Services & Pricing

Siblis Research provides enterprise-level data services related to global equity markets, aimed for professional/semi-professional investors and institutions. We have specialized in global equity valuations data, covering all major developed and emerging markets in the world. In addition to valuations data, our global stock index database includes historical index membership and weightings data.

In addition to our standard data subscriptions, we are also conducting custom data collection projects for our clients. Our team of data gathering professionals in Manila, the Philippines, has years of experience with challenging research assignments that require a lot of manual work and validation. The projects we are doing are ranging from a few hours of work to weeks of full-time research.

For any additional questions, please don’t hesitate to contact us.

Historical Stock Index Constituents & Constituent Changes:

The U.S. & Global Stock Indices Constituents & Changes data subscription by Siblis Research provides you the current and historical components of all the major equity indices in the world. In addition to the latest index membership data, the subscription includes full details of the constituent changes happened in the past, including the dates of additions/removals and also the dates when the constituent changes were announced.

The data includes weightings and key fundamentals (earnings, revenues, market caps…) of the individual index components for the most followed indices. Contact us now to learn more about this service and the scope of data available.

The subscription price is $97/month. You can cancel or place your subscription on hold at any time. Start your subscription from here.

U.S. & Global Equity Valuations Data:

The Global Equity Valuations Database by Siblis Research provides you key valuation metrics of the largest economies & stock markets in the world. This Professional Subscription Plan to the database gives you full access to the latest and historical valuation data and allows you to analyze valuations in relation to equity returns, earnings growth rates and long-term interest rates.

The valuation data is currently available for more than 25 different countries/indices and we are constantly increasing the scope of our data. The metrics are generally available for the past 20 years for most of the markets For U.S. stock market, the database provides also key valuation metrics calculated by GICS Sector since the year 1979. Check this sample dataset for full details of the markets and data ranges available.

The subscription price is $97/month. You can cancel or place your subscription on hold at any time. Start your subscription from here.

Other Data Packages:

In addition to our monthly subscriptions, we are providing a stand-alone data package that gives you key historical fundamentals and stock returns data of almost 10,000 public U.S. companies. Learn more from here:


Examples of academic/working/white papers published utilizing our data:

More Stories of Unconventional Monetary Policy” by Evan Karson, and Christopher J. Neely
Federal Reserve Bank of St. Louis Working Paper, October 2020

Does Joining the S&P 500 Index Hurt Firms?” by Benjamin Bennett, René M. Stulz & Zexi Wang
National Bureau of Economic Research, NBER Working Paper Seriest, July 2020

Modern Portfolio Theory And The Efficient Markets Hypothesis” by Jim Fischer
12th Economics and Finance Conference, International Institute for Social and Economic Sciences, October 2019

S&P 500 Affiliation and Stock Price Informativeness” by Shinhua Liu
Journal of Behavioral Finance, October 2019

Es-CAPE Velocity: Value-Driven Sector Rotation” by Corey Hoffstein
Newfound Research, August 2019

Buy High and Sell Low with Index Funds” by Rob Arnott, Vitali Kalesnik & Lillian Wu
Research Affiliates, June 2018

Equity Valuation Science, Art, or Craft?” by Frank J. Fabozzi, Sergio M. Focardi & Caroline Jonas
CFA Institute Research Foundation Publications, December 2017, Volume 2017, Issue 4