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The mysqldump solution allowed little control on the creation of the database. So, I created 2 setup files that allow the creation of the database (setup.php) and fill it with some initial data (setup_data.php).
FIRST change the $hostName, $userName, $password and $databasename in these files.
As soon as you launch them the creation (filling) starts.
For my installation, I used InnoDB as the MySQL engine. It could be you don't want this and want to use the MyISAM engine instead, simply change the SQL statements correspondently.