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Joining Comma-Delimited Data Columns
Data tables often contain comma-separated values within cells. Extracting and normalizing these values can be crucial for further data analysis. In this article, we will explore techniques to join comma-delimited data in two tables and present the results in a consolidated format.
Consider the following two tables:
Table 1 (T1)
col1 | col2 |
---|---|
C1 | john |
C2 | alex |
C3 | piers |
C4 | sara |
Table 2 (T2)
col1 | col2 |
---|---|
R1 | C1,C2,C4 |
R2 | C3,C4 |
R3 | C1,C4 |
Desired Result:
col1 | col2 |
---|---|
R1 | john,alex,sara |
R2 | piers,sara |
R3 | john,sara |
Solutions:
Normalization:
The ideal solution is to normalize Table 2 by splitting the comma-separated values into a separate relation. This would create a new table with two columns: col1 and col2, where each row represents a value previously stored in the col2 column of Table 2.
Join with Subquery (FOR XML PATH):
If normalization is not feasible, we can use a subquery along with the FOR XML PATH clause to retrieve the comma-separated values as a single string.
SELECT col1, ( SELECT ', '+t1.col2 FROM t1 WHERE ','+t2.col2+',' LIKE '%,'+CAST(t1.col1 AS VARCHAR(10))+',%' FOR XML PATH(''), TYPE ).value('substring(text()[1], 3)', 'VARCHAR(MAX)') AS col2 FROM t2;
Join with Split Function:
Alternatively, we can create a user-defined function called Split to extract individual values from the comma-delimited string.
CREATE FUNCTION [dbo].[Split](@String VARCHAR(MAX), @Delimiter CHAR(1)) RETURNS @temptable TABLE (items VARCHAR(MAX)) AS BEGIN DECLARE @idx INT; DECLARE @slice VARCHAR(8000); SELECT @idx = 1; IF LEN(@String) < 1 OR @String IS NULL RETURN; WHILE @idx != 0 BEGIN SET @idx = CHARINDEX(@Delimiter, @String); IF @idx != 0 SET @slice = LEFT(@String, @idx - 1); ELSE SET @slice = @String; IF (LEN(@slice) > 0) INSERT INTO @temptable(Items) VALUES (@slice); SET @String = RIGHT(@String, LEN(@String) - @idx); IF LEN(@String) = 0 BREAK; END RETURN; END;
Using the Split function, we can either store the individual values in separate rows or concatenate them back into a comma-separated string.
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