Thanks a lot for posting the link, was in search for this topic What Apps have been removed for iPhone and iPad by the application store of Apple. Thanks a lot for the help.....
Here is the info from Whatsapp official twitter: "Sorry, WhatsApp is temporarily unavailable on iTunes. We submitted a new version and are awaiting approval and publication by Apple"