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Hi, Im Adriene Hill and Welcome to Crash Course Statistics. Weve spent out a lot of time talking about data visualization and different kinds of frequency plots--like dot-plots and histograms--that tell us how frequently things occur in data we actually have. But so far in this series, the data we have talked about usually isnt ALL the data that exists. If I want to know about student loan debt in America, I am definitely not going to ask over 300 million Americans. Im lazy like that. But maybe I can find the time to ask 2,000 of them. Samplesand the shapes they give usare shadows of what all the data would look like. We collect samples because we think theyll give us a glimpse of the bigger picture. Theyll tell us something about the shape of all the data. Because it turns out we can learn almost everything we need to know about data from its shape. Intro Picture a histogram of every single persons height. Now imagine the bars getting thinner, and thinner, and thinner ..
