/diy/ - Do It Yourself

Hello Anons. I'm interested in making an FM transmitter like in the kits >>2702130 posted. I've looked into the different designs out there and decided to go for a single transistor design, like these:
https://www.circuitstoday.com/miniature-fm-transmitter
https://www.buildcircuit.com/simplest-and-cheapest-fm-transmitter-do-it-yourselfdiy-kit-for-amateurs/
My question is, what transistor can I actually use for this? Every design I found uses a different one, and I don't understand what makes one better than another. I do have a set of transistors already, so using one of those would be ideal. The set contains BC 327, 337, 517, 547 to 550, and 556 to 558. I looked at their datasheets but I'm a complete noob when it comes to analog electronics so I have no idea what anything means. I can probably figure the rest of the circuit out, but would I need to change any of the other components if I use a different transistor than it was designed for?