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Third party publications are not prepared or approved by Keybase Financial Group Inc.  The opinions, estimates and projections contained in the publication are those of the author as of the date indicated and are subject to change without notice.  Keybase Financial Group Inc. makes no representation or warranty, express or implied, in respect thereof, takes no responsibility for any loss arising from any use of or reliance on the report or its contents.  The provision of this publication is not to be construed as an offer to sell or  a solicitation for or an offer to buy any securities.

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