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Field functions

F01 - Most frequent values

Label:

Most frequent values

Description:

Computes the most frequently occurring values for a field.

Input label:

Maximum number of output

Output labels:

Most frequent values

Number of records by value

F02 - Least frequent values

Label:

Least frequent values

Description:

Computes the least frequently occurring values for a field.

Input label:

Maximum number of output

Output labels:

Least frequent values

Number of records by value

F03 - Null count

Label:

Null count

Description:

Computes the number of null values for a field.

Input label and description:

N/A

Output label:

Number of null values

F04 - Not null count

Label:

Not null count

Description:

Computes the number of not null values for a field.

Input label and description:

N/A

Output label:

Number of not null values

F05 - Distinct count

Label:

Distinct count

Description:

Computes the number of different values that occur.

Input label:

N/A

Output label:

Number of distinct values

F06 - Unique count

Label:

Unique count

Description:

Computes the number of values that occur only once.

Input label:

N/A

Output label:

Number of unique values

F07 - Not unique count

Label:

Not unique count

Description:

Computes the number of values which occur more than once.

Input label:

N/A

Output label:

Number of not unique values

F08 - Maximum length

Label:

Maximum length

Description:

Returns the length of the longest field value.

Input label:

Count white spaces as 1 size

Output label:

Length of the longest field value

F09 - Minimum length

Label:

Minimum length

Description:

Returns the length of the shortest field value.

Input label:

Count white spaces as 1 size

Output label:

Length of the shortest field value

F10 - Average length

Label:

Average length

Description:

Computes the average length of a field value: Sum of length of all distinct values of a field divided by the number of distinct values.

Input label:

Count white spaces as 1 size

Output label:

Average length of a fields values

F11 - Highest value

Label:

Highest value

Description:

Returns the highest value from a given field. It returns 'NULL' if all values are null.

Input label:

N/A

Output label:

Highest field value

F12 - Lowest value

Label:

Lowest value

Description:

Returns the lowest value from a given field. It returns 'NULL' if all values are null.

Input label:

N/A

Output label:

Lowest field value

F13 - Average of values

Label:

Average of values

Description:

Computes the sum of all field values divided by the number of non-null values. It returns 'NULL' if all values are null.

Input label:

N/A

Output label:

Field value average

F14 - Field length statistics

Label:

Field length statistics

Description:

Computes the highest, lowest, and average field lengths.

Input label:

Count white spaces as 1 size

Output labels:

Min length

Max length

Average length

F15 - Median of a field's values

Label:

Median of a field's values

Description:

Computes the median of a numeric series. It returns the value which divides all the values sorted in 2 sub lists of the same size. If the number of values is odd, the result is the middle value of the list of all the sorted values. If the number of values is even, the result is the mean of the two values in the middle of the list of all the sorted values. If all values are null, result is 'NULL'.

Input label:

N/A

Output labels:

Median of a field's values

F16 - Range of a field's values

Label:

Range of a field's values

Description:

Computes the difference between the highest value and the lowest value of a numeric series.

Input label:

N/A

Output labels:

Range of a field's values

F18 - Field completeness rate

Label:

Field completeness rate

Description:

Computes the completeness rate of an asset (the percentage of fulfillment of a field against all records in the table).

Input label:

N/A

Output labels:

Field completeness rate

F20 - Patterns

Label:

Patterns

Description:

Identifies and displays the most common formats. "L" is a letter and "D" is a digit.

Input label:

N/A

Output labels:

Format value

Count

F21 - Number value distribution

Label:

Number value distribution

Description:

Reports all the distinct number values in the selected column and number of rows (number of counts) in the table that each value represents.

Input label:

Maximum number of output

Output labels:

Distinct number values

Number of counts by number value

F22 - String length distribution

Label:

String length distribution

Description:

Reports all the distinct lengths of string values in the selected column and the number of rows in the table that each length represents.

Input label:

Maximum number of output

Output labels:

Distinct string length values

Number of counts by string length value

F23 - Duplicate count

Label:

Duplicate count

Description:

Computes the number of duplicate value for a field. A duplicate value is a value that is repeated in the column.

Input label:

N/A

Output labels:

Number of duplicate values