One thing at a time ...
"DM" is what you need, in the form of 'mass' (per Newton, or Einstein) to account for things like the observed X-ray emission from rich clusters, the observed 'peculiar' motion of galaxies in said clusters, and the observed gravitational lensing in said clusters (the estimates of the amount of such Newtonian mass, from the three independent sets of observations, are consistent, within the error bars).
What the 'mass' is is the subject of a very great deal of work. Certainly some of it is boring old baryonic mass (dust, gas, pebbles, rocks, rogue planets, brown dwarfs, red dwarfs, white dwarfs, ...) - though these are usually excluded in modern analyses (cf Zwicky's landmark papers). There are some interesting reasons to think that some of the 'non-baryonic' mass may be sparticles.
So, it depends on your taste - the observations are sound, the explanations variously interesting, crazy, compelling, ... - but if you fail to understand just what sort of shorthand 'dark matter' is, you will be lead willy-nilly into making some pretty darn silly statements.