This moment from the very, very beginning of the episode struck me as humorous:

Kris: They've also seen the apparition of a former employee who died there ten years ago.

Jay: SOUNDS GOOD!

Jay & Grant started off the investigation telling the camera they heard footsteps, voices, saw things moving, and in Grant's case felt "spiderwebs" and of course none of it was caught on tape. Joe Chin and Amy kept hearing a creaking/squeaking noise like a door moving (their host believed it sounded more like a chair moving) — this was captured on audio but no source was found. On a ship like this it's of course normal to have some such sounds, so ascribing it to paranormal sources would be premature.

Steve & Tango heard a "crazy noise" coming from "the ceiling", which I assume is nautical speak for "the deck above us", but couldn't determine the origin of that sound either. Dave, and then later their host, noted the fact that the sound seemed to stop when Steve called out to whoever might be making it. It was also interesting that TAPS' host, who works on the ship, said that sound was unfamiliar to him and wasn't a sound normally made by the ship or otherwise heard onboard.

Elsewhere, Jay & Grant were having trouble coming to grips with their own sounds, which they initially believed were footsteps on the gangplank, but then they determined actual footsteps on the gangplank sounded nothing like the sounds they'd been hearing, at which point they sort of avoided reaching the conclusion that odd sounds happen on large metal ships and just moved on to a new location.

During the evidence review, Steve caught a piece of footage where one of the cameras seemed to move on its own and after discussion with Dave they apparently decided the most likely explanation was someone might have stepped on one of the cords and inadvertently pulled on the camera, causing it to spin. In the immortal words of a cartoon rooster, "I say, I say, WHAT?!" Forget for a moment that this sort of evidence has come up a number of times before and each time they have proudly displayed it as proof ghosts exist, with precisely the same amount of evidence (a number approaching zero) they've now reached the conclusion that not only must someone have been in the vicinity of the camera, but they also must have stepped on the cord and not realized it, and this caused the camera to spin rather than move/fall in any other (more expected) way.

As a complete bonus, just around the time this happens the camera picks up some white dots, almost like a cluster of "orbs" that seemed a bit odd and possibly noteworthy even to an old skeptic like me, but this went completely unmentioned by Steve or Tango. I just thought of a great new piece of equipment TAPS absolutely MUST get hold of for use in their investigations. It was invented by a fictional character from the movie Office Space.

"You see, it would be this mat that you would put on the floor… and would have different CONCLUSIONS written on it that you could JUMP TO."

Pilgrim really seemed to like that theme too, because the next thing we see is Jay & Grant telling their host about their extensive K-II meter results — something we did not see during the investigation proper. Grant explains that the meter was going nuts pretty much the entire time, and that means there are strong EM fields throughout the ship (correct) which in turn means that people are going to get nauseous and paranoid (huh?). Apparently we're now past the "some people believe" portion of our program and we've jumped straight to outright declarations that EM fields cause nausea and paranoia.  As discussed in one of our podcast episodes, it was a stretch when they were offering it as a possible explanation for some people's experiences. Now that they're outright telling people EM fields are responsible for these effects they've gone well past too-far from any reasonable scientific standard.