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Replace Missing Data

Replace missing data in a column. Note: This component only works on numeric data.

Inputs

NameIDDescriptionType
Incoming DataDataThe data set to modify.Generic
ColumnColumnThe name of the column in the data set to replace missing items.Text
Replacement ModeReplacement ModeReplacement Mode: \n (0) Mean - replace with the average of the column\n (1) Minimum - replace with the minimum value of the column\n (2) Maximum - replace with the maximum value of the column\n (3) Mode - replace with the most frequent value of the columnAny

Outputs

NameIDDescriptionType
DataDataThe filtered data set.Generic

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