How can I connect from one website to database of another website in php.
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The other website will require their port to be open for yours to connect to. They will also need the database user to allow connections that are not just from the local machine.
If you have a fairly standard LAMP set-up, this will mean opening port 3306 on the database server so outside connections can be made, and a database user setting up that will be able to connect from the outside world.
Bear in mind their may be latency issues.