With the overabundance of taxis in Tokyo, it seems that the drivers often have a lot of time to kill while waiting for a fare.

Indeed.

An interesting thing to note is that, unlike the US where the vast majority of taxi drivers are “foreigners” (cue stereotypical image of turban-clad East Indian gentlemen sputtering unintelligible English), nearly all taxi drivers in Japan are old Japanese men.