Product Selector

Fusion 5.12
    Fusion 5.12

    Mann-Whitney (mann_whitney)

    The mann_whitney function performs a Mann-Whitney U-test on two random samples drawn with different queries. The mann_whitney function takes four parameters:

    1. The numeric field to perform the Mann-Whitney U-test on

    2. The Lucene/Solr query for drawing the first sample

    3. The Lucene/Solr query for drawing the second sample

    4. The sample size for both samples

    Sample syntax

    select mann_whitney(sepal_width_d, "species_s:versicolor", "species_s:virginica", 150) as u,
       p_value
from iris

    Result set

    The result set for the mann_whitney function contains one row with the results of the mann_whitney test. The mann_whitney function returns the U-statistic. The p_value field can be selected to return the p-value for the Mann-Whitney test.

    Sample result set in Apache Zeppelin

    Sample result

    Visualization

    Sample visualization of the mann_whitney function using the Apache Zeppelin number visualization:

    Sample visualization