I have a data set with about 15,000 labeled observations of a single continuous value. What is the best way to plot this type of data? I'm playing around with various histograms and density plots, but I can't seem to figure out the best way to plot this data set. Any suggestions?
My data looks like this:
label value ------- ------- foo 1.2 bar 6.2 baz 0.2 qux 4.7 ... ...
This data set contains 15,000 values, each with a unique label.
I am looking as to how best to create a visualization of the distribution of the data and see outliers. Here are two candidate plots I've generated. Both simplified the data more than I would like. Are there any additional ways I could plot the data and somehow integrate the labels into this plot?