$result = @mysql_query("DELETE FROM some_table WHERE email_address='$email'");
Delete old records by date
$result = @mysql_query("DELETE FROM messages_sent WHERE created_date < DATE_SUB(NOW(), INTERVAL 30 DAY)");
//Also:
//INTERVAL 1 MONTH
//INTERVAL 1 HOUR
//etc
Delete table
Truncate is the fastest method to delete all data in a table as the table is dropped and re-creaed.
$result = @mysql_query("TRUNCATE TABLE all_songs");
Feel free to comment if you can add help to this page or point out issues and solutions you have found. I do not provide support on this site, if you need help with a problem head over to stack overflow.