Aggregation metrics

Calculate an aggregate function on a column's values for a set of rows

Metric	Description	Column
Avg	Returns the sum of values divided by number of rows	Numeric
Count	Returns the count of values	Any (not recommended for ID columns)
Count Unique	Returns the count of distinct values	Any (not recommended for ID columns)
Max	Returns the largest value	Numeric
Median	Returns a number for which half of the values are smaller and half are larger	Numeric
Min	Returns the smallest value	Numeric
Percentile	Returns the value at or below which the specified fraction of values in its frequency distribution falls	Numeric
Sum	Returns the sum of values	Numeric

Conformity metrics

Calculate the percent of rows that conform to a condition

Metric	Description	Column
Contains/Does not contain string	Compares selected column's values with input string.	String
Equal/Not equal	Compares selected column's values with input.	Any
Greater than	Compares selected column's values with input number and matches if the column's value is greater.	Numeric
Greater than or equal to	Compares selected column's values with input number and matches if the column's value is greater.	Numeric
In/Not in	Compared selected column's values with an input set of values.	Any
In column/Not in column	Compares selected column's values with a second column's values.	Any
Is unique	Checks for unique values.	Any
Length equal to	Compares selected column's values with input number and matches if the length is equal.	String
Length greater than	Compares selected column's values with input number and matches if the length of the column value is greater.	String
Length greater than or equal to	Compares selected column's values with input number and matches if the length of the column value is equal or greater.	String
Length less than	Compares selected column's values with input number and matches if the length of the column value is smaller.	String
Length less than or equal to	Compares selected column's values with input number and matches if the length of the column value is equal or smaller.	String
Less than or equal to	Compares selected column's values with input number and matches if the column's value is greater.	Numeric
Match pattern/Does not match pattern	Compares selected column's values with input pattern.	String
Match regex/Does not match regex	Compares selected column's values with input regular expression.	Any
Null/Not null	Checks selected column's values for nulls.	Any

Comparison metrics

Calculate how much two similar objects match

Metric	Description
Compare aggregate	Measures the degree to which two aggregate metrics match.
Row by Row	Measures the percentage of rows in two tables where the key columns match, and the values of attribute columns in those matching rows.

Distribution metrics

Calculate the distribution of a column's values

Metric	Description
Distribution	Measures the distribution of distinct values.

Table metrics

Measure characteristics of a table's behavior

Metric	Description
Data delay	Measures the time elapsed since the most recent data arrived.
Data volume	Measures the number of rows loaded.

SQL metrics

SQL metrics support any valid SQL.