Function returns the first non-missing value found in an array of columns.
The order of the columns listed in the function determines the order in which they are searched.
- If you need to perform analysis across multiple columns of heterogeneous data, see Analyze across Multiple Columns.
- If you need to perform analysis across multiple homogeneous columns, see Calculate Metrics across Columns.
Basic Usage
derive type:single value: COALESCE([col1,col2,col3]) as: 'firstValue'
Output: Generates the firstValue
column, which contains the first non-missing detected in col1
, col2
, or col3
in that order.
Syntax and Arguments
derive type:single value: COALESCE([col_ref1,col_ref2, col_ref3] )
A reference to a single column does not require brackets. References to multiple columns must be passed to the function as an array of column names.
Argument | Required? | Data Type | Description |
---|---|---|---|
col_ref1 | Y | string | Name of the first column to find the first non-missing value |
col_ref2 | N | string | Name of the second column to find the first non-missing value |
col_ref3 | N | string | Name of the third column to find the first non-missing value |
For more information on syntax standards, see Language Documentation Syntax Notes.
col_ref1, col_ref2, col_ref3
Name of the column(s) searched for the first non-missing value.
Usage Notes:
Required? | Data Type | Example Value |
---|---|---|
Yes | String (column reference) | [myColumn1, myColumn2] |
Tip: For additional examples, see Common Tasks.
Examples
Example - Find first time
You are tracking multiple racers across multiple heats. Racers might sit out heats for various reasons.
Source:
Here's the race data.
Racer | Heat1 | Heat2 | Heat3 |
---|---|---|---|
Racer X | 38.22 | 37.61 | |
Racer Y | 41.33 | 38.04 | |
Racer Z | 39.27 | 39.04 | 38.85 |
Transform:
Use the following transform to grab the first non-missing value from the Heat columns:
derive type:single value:COALESCE([Heat1, Heat2, Heat3]) as:'firstTime'
Results:
Racer | Heat1 | Heat2 | Heat3 | firstTime |
---|---|---|---|---|
Racer X | 38.22 | 37.61 | 38.22 | |
Racer Y | 41.33 | 38.04 | 41.33 | |
Racer Z | 39.27 | 39.04 | 38.85 | 39.27 |
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