If you put your Sim card into a new phone that you got will you still have the same number in the new phone?

SIM Cards are made to work in any mobile phone. But some mobile phones especially if bought from a mobile phone operator are blocked and work only with a SIM of the operator who sold you the phone. An exception is that some rare phones like iphone 4 use Micro SIM, therefore a normal SIM just doesn't fit.