In order to make a rich statistical analysis one has to make a data exploratory analysis and, based on this, statistical inference. This may lead us to a mathematical model that best describes the variable at study. For this purpose, one needs to learn about random variables distributions.
For a very nice chart with relevant information of random variables see below