You can use a BC547, BC548, BC549, 2N2222, 2N3904, 2N4401 or any other little NPN transistor. Thousands of different little NPN transistors will work.
1) The circuit has a max voltage of only about 3.5V if a single blue or white LED is used. Little transistors are rated for voltages of up to about 30V.
2) The circuit has a max current of about 15mA. Little transistors have a max current rating of up to 200mA.
3) It operates at about 100kHz. Little transistors operate up to about 100MHz.