Let's look at the data
Just to get an intuitive sense of what the t-test does, first try to plot all three sets of data on one graph:
Looking at the plot of the song length data, which two groups look the most similar? Which look the most different?
Intuitively, you could say that
- if two columns of song lengths 'overlap' by alot, then the lengths are similar.
- if the lengths don't overlap at all, then the lengths are different
- if the lengths overlap just a little... ???
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