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add percentile and p25 and p75 to describe #1060

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  • closes Add 25 and 75 percentiles in describe #1054.
  • add percentile function (similar to median)
  • add percentile site docs
  • add simple percentile unit tests
  • add p25 and p75 statistics to describe
  • add describe KDocs
  • update describe site docs
  • update describe tests

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Add 25 and 75 percentiles in describe
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