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Deriving trading signals from SeekingAlpha.com

SeekingAlpha.com is a popular stock analysis website. It calls their best long and short ideas "Alpha Rich", claiming these ideas "frequently moves the stocks" (http://seekingalpha.com/articles?filters=sa-a-rich). I put these ideas to a test using Quantopian.

I manually extracted 20 "Alpha Rich" ideas and backtested them using minute-level data. The test spans roughly 2 weeks in Jun. The results:

  • The return is -14.4% if we trade on the ideas after they are disclosed to the public (i.e., setting offset=0 in the code)
  • The return is -0.4% if we trade on the ideas after they are disclosed to SeekingAlpha's paid pro users (24 hours before they are disclosed to the public, i.e., setting offset=-1 in the code)
  • The return is 0.7% if we trade on the ideas 48 hours before they are disclosed to the public (i.e., setting offset=-2 in the code)

(The benchmark return is -1.6% in the same period.)

The results suggest that there could be some benefits to trade on "Alpha Rich" ideas if one has SeekingAlpha's pro membership, but it doesn't make sense to do so as a non-paid user. (I restricted holding time to 5 days. The conclusion could be different if one is seeking a medium to long term investment.)

As always, any ideas and comments are welcome!

2 responses

Haha, now these claims are put to the test! Good job!

Disclaimer

The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by Quantopian. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. No information contained herein should be regarded as a suggestion to engage in or refrain from any investment-related course of action as none of Quantopian nor any of its affiliates is undertaking to provide investment advice, act as an adviser to any plan or entity subject to the Employee Retirement Income Security Act of 1974, as amended, individual retirement account or individual retirement annuity, or give advice in a fiduciary capacity with respect to the materials presented herein. If you are an individual retirement or other investor, contact your financial advisor or other fiduciary unrelated to Quantopian about whether any given investment idea, strategy, product or service described herein may be appropriate for your circumstances. All investments involve risk, including loss of principal. Quantopian makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances.

Jessica Stauth also pointed me towards this relevant article:
http://qsb.ca/insight/articles/welcome_to_the_age_of_diy_financial_analysis
that seems to suggest that SeekingAlpha might indeed provide an edge.

Disclaimer

The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by Quantopian. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. No information contained herein should be regarded as a suggestion to engage in or refrain from any investment-related course of action as none of Quantopian nor any of its affiliates is undertaking to provide investment advice, act as an adviser to any plan or entity subject to the Employee Retirement Income Security Act of 1974, as amended, individual retirement account or individual retirement annuity, or give advice in a fiduciary capacity with respect to the materials presented herein. If you are an individual retirement or other investor, contact your financial advisor or other fiduciary unrelated to Quantopian about whether any given investment idea, strategy, product or service described herein may be appropriate for your circumstances. All investments involve risk, including loss of principal. Quantopian makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances.