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Which web framework or CMS to use for a data centric website

Can I use WordPress to register a User and write custom database application to retrieve and write a user data from a database during a log-in session?
For example, select all the rows of data from a database where user id= registered user? Write the rows of a database where user id=registered user?

I understand it might involve other web framework Ruby/Rails or ASP .net MVC, but I prefer to use WordPress or Joomla due to its extensible support of CMS add-on, but I am not sure if they support custom database application as described above.

thanks for you help.

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