transformations:fillgaps
Table of Contents
FILL DOWN
Category: Transform / Advanced
Description
This action fills the empty cells in selected columns by duplicating the value of the last non-empty cell above the empty ones. The cells are filled downwards.
Use cases
- To fill gaps that may be inherent in an imported outlined or hierarchical data structure.
Action settings
Setting | Description |
---|---|
Fill gaps in selected columns | Select one or more columns to fill empty cells within. |
Group by selected columns | Select the column(s) where matching values will determine what the source value is to fill in. |
Examples
Example 1: Add the name of the country in the empty cells of the column "Country".
Table: Countries and States/ Provinces
Country | State/ Province |
---|---|
Canada | Alberta |
British Columbia | |
Manitoba | |
USA | Alabama |
Alaska | |
Arizona |
Action parameters:
Select "Country" column.
Result table:
Country | State/ Province |
---|---|
Canada | Alberta |
Canada | British Columbia |
Canada | Manitoba |
USA | Alabama |
USA | Alaska |
USA | Arizona |
Example 2: Fill in empty cells in "First Name" based on the values in "Last Name" and "Position".
Table: Staff positions
Row Num | First Name | Last Name | Position |
---|---|---|---|
1 | Bob | Wilson | Admin |
2 | Wilson | Admin | |
3 | Lisa | Smith | CEO |
4 | Darci | Wilson | Accountant |
5 | Wainright | Accountant | |
6 | Tony | Smith | Accountant |
7 | Smith | Accountant | |
8 | Roger | Wainright | Accountant |
9 | Smith | Custodial | |
10 | Wilson | Admin |
Action parameters:
Fill gaps in "First Name" column
Group by "Last Name" and "Position" columns
Result table:
Row Num | First Name | Last Name | Position |
---|---|---|---|
1 | Bob | Wilson | Admin |
2 | Bob | Wilson | Admin |
3 | Lisa | Smith | CEO |
4 | Darci | Wilson | Accountant |
5 | Wainright | Accountant | |
6 | Tony | Smith | Accountant |
7 | Tony | Smith | Accountant |
8 | Roger | Wainright | Accountant |
9 | Smith | HR Manager | |
10 | Bob | Wilson | Admin |
- "Bob" is filled in where Last Name is "Wilson" and Position is "Admin" (rows 2 and 10).
- "Tony" is filled in where Last Name is "Smith" and Position is "Accountant" (row 7). It is not filled in row 9 as Position is "HR Manager" and no previous records have a First Name value for the Last Name = "Smith" and Position = "HR Manager" combination.
- No value is filled in row 5 as there is no Last Name = "Wainright" and Position = "Accountant" record prior to the empty cell. (The First Name of "Roger" - row 8 - falls after the empty value - row 5.)
Community examples
- Aggregation of consecutive date ranges (Project; Module: Main; Group: Tab 1; Table: Easymorph Patient Example Data.xlsx;
Action position: 9) - Data on multiple rows from Excel file (Project; Module: Main; Group: Group 1; Table: Book1.xlsx; Action position: 2)
- Read Data with two line header (Project; Module: Main; Group: Tab 1; Table: Read, Mark groups; Action position: 6)
See also
transformations/fillgaps.txt · Last modified: 2021/07/18 01:36 by craigt