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but lets talk a little bit about verbally describing the shape as well as center and spread of a distribution for a numeric variable a quick reminder to subscribe and click on the bell to receive notifications when we upload new videos so weve already talked a little bit about different plots we can make like a histogram or box plot and how they summarize the distribution for a numeric variable but lets start with first verbally describing the shapes we see as well as Center and spread and then in following videos well get to more quantitatively or numerically describing some of these things so here Ive drawn for examples ABCD and theyre sort of artificial textbook very nice and neat examples and again to make the discussion easy for now so first lets go through each each of these here and attach kind of a qualitative or descriptive label to the shape so what we want to think about is the distribution symmetric or skewed okay so looking at this first one here it looks like a ni