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Preparation
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Auto Field Tool
Set the field type to the smallest possible size relative to the data contained within the column.
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Create Samples Tool
Split the input records into two or three random samples.
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Data Cleansing Tool
Fix common data quality issues including nulls and unwanted characters. Modify case.
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Filter Tool
Use Filter to select data using a condition. Rows of data that meet the condition are output to the True anchor.
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Formula Tool
The Formula Tool uses expressions to create and update columns.
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Generate Rows Tool
The Generate Rows tool creates new rows of data at the record level.
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Imputation Tool
The Imputation tool gives the user the ability to replace a values in numeric data fields.
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Multi-Field Binning Tool
This tool allows a user to tile or bin on multiple fields.
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Multi-Field Formula Tool
The Multi-Field Formula tool creates or updates multiple fields using a single expression.
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Multi-Row Formula Tool
This tool uses expressions to create and update columns by using row data to create formulas.
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Oversample Field Tool
This tool allows for data with high negative responses to become normalized.
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Random % Sample Tool
Returns a random sample of the incoming data stream.
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Record ID Tool
Use Record ID to create a new column in the data and assign a unique identifier, that increments sequentially, for each row in the data.
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Sample Tool
This tool limits the data stream to a specified number, percentage, or random set of the rows.
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Select Records Tool
This tool returns records and ranges of records that are specified,
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Select Tool
The Select tool includes, excludes, and reorders the columns of data that pass through a workflow.
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Sort Tool
Use Sort to arrange the rows in a table in alphanumeric order based on the values of the specified data columns.
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Tile Tool
This tool uses user specified methods to assign a value (tile) based on ranges in the data.
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Unique Tool
This tool distinguishes whether a data record is unique or a duplicate based on specified fields.
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