For an intro on p-adic numbers, read these two short articles "A first introduction to p-adic numbers" [4] and "A Tutorial on p-adic Arithmetic" [5] or see the short video "Introduction to p-adic Numbers" [6]:
[1] https://en.wikipedia.org/wiki/P-adic_number
[2] https://en.wikipedia.org/wiki/Ultrametric_space
[3] Bruhat–Tits building https://en.wikipedia.org/wiki/Building_(mathematics)
[4] A first introduction to p-adic numbers http://www.madore.org/~david/math/padics.pdf
[5] A Tutorial on p-adic Arithmetic https://koclab.cs.ucsb.edu/docs/koc/r09.pdf
[6] Introduction to p-adic Numbers https://www.youtube.com/watch?v=vdjYiU6skgE
The result is that the introduction of the p-adic metric is hard to follow and the resulting identity seems arbitrary, even if you manage to follow the bit about the metric.
(And these combined with a lack of rigor where it's needed seem to be recurring problems in 3Blue1Brown videos.)
On the rational numbers, at least, the p-adic metrics are more or less your whole lot, according to Ostrowski's Theorem [1].
There is a kind of cognitive hurdle everyone who studies these numbers has to clear, in that things that should be "large" turn out to be very small indeed, when viewed under a p-adic lens. I think it's more instructive to build up the ring of p-adic integers first [2, chapter 2], and construct the p-adic numbers from there. I can assure you they are very useful, though! A general theme in number theory is to take a "global" problem, defined over the integers, and to translate it into infinitely many "local" ones (over the p-adics, for each prime p). These are sometimes easier to solve and, if you're lucky, offer insight into the global solution you're looking for.
well, you certainly are neither more help either ;)
To make the p-adics Z_p I stitch all of these Z/p^r together: an element is a choice of a_r in each Z/p^r and these have to be compatible: a_2 reduces mod p to a_1 and so on. The resulting Z_p has no "zero divisors", and if I allow myself to invert p I get a field Q_p.
This is a huge improvement, a foundation on which to build analysis and geometry as we did over R.