<< Click to Display Table of Contents >> Navigation: 5. Detailed description of the Actions > 5.4. Join Tables > 5.4.8 Fuzzy Join (JavaScript action) |
Icon:
Function: fuzzyJoin
Property window:
Short description:
Joins two tables based on text approximation.
Long Description:
Uses either Jaro Winkler, Damereau Levenstein or Dice Coefficient to establish if two keys are probably identical.
Let’s imagine we have three tables in which a key has not been defined, and we want to use names to join them.
We have:
Three tables contain different information about an employee. Unfortunately, humans sometimes input data incorrectly.
in this setting, both J-W and D-L will do a good job to recognize the Table 1 and Table 2 are similar but will miss the information of table 3.
Dice Coefficient will work in all situations.
For more information, see 5.9.1 Correct Spelling