If a "target" field is selected, it will automatically be included in this list. Fields (select two or more): Select the fields for the association analysis.They have no predictive value and can cause runtime exceptions. If the provided field is categorical, and contains more than two different values, an error will be returned.Ĭolumns containing unique identifiers, such as surrogate primary keys and natural primary keys, should not be used in statistical analyses. If the field is binary categorical, select the value of this field that will be re coded as one, with the other value coded as zero. If this option is selected, you must provide the name of the target field, which can be either numeric or binary categorical. This is particularly useful if the goal of the analysis is to determine the set of fields to use in a subsequent predictive model. Target a field for more detailed analysis: This allows you to run a more focused analysis of one field of interest and other fields in the data.Go to Options > Download Predictive Tools and sign in to the Alteryx Downloads and Licenses portal to install R and the packages used by the R tool. If a binary categorical variable is used as the target field, then it is converted to a zero-one numeric field with the value one imputed in cases where the field has a level that corresponds to a target level, and a zero value is imputed otherwise. The target field of interest can either be a numeric variable or a binary categorical variable. The tool always provides the full set of relationships, and optionally can provide an in-depth analysis of a target field of interest and its relationship to other numeric variables. In addition, the statistical significance of each association measure is determined. The assessment can be based on either Pearson product-moment ("regular") correlation coefficients,* Spearman rank-order correlation coefficients,** or Hoeffding's D statistics*** (a non-parametric test that can find non-monotonic relationships such as inverted U-shapes). Use Association Analysis to determine which fields in a database have a bivariate association with one another. Visit Sample Workflows to learn how to access this and many other examples directly in Alteryx Designer. Association Analysis has a One Tool Example.
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