Complete List of Data Services & Pricing

Below you can see a complete list of data subscriptions provided by Siblis Research. For full details of what is included in each subscription, check the sample datasets that are available for each of the data packages. To check a sample file for a data subscription, click open the product description of a data package and you can see a download link for the sample data.

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:







U.S. & Global Equity Valuations Data:




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