The concept of the PIVOT keyword is pretty simple: rotate the results so that the rows and columns are transposed. But the syntax is, well, kinda weird. This example uses PIVOT in the simplest way, to make it easier to pick through the code and see what's going on.
First let's create the example table, which contains one row for each girl. In our admittedly skewed sample set, all girls have cats, and there are only five girl names represented: Ada, Bea, Cat, Dot, and Eve. (If anyone knows of a three-letter girl's name beginning with "C", I'd be obliged.)
-- Drop and re-create the table.
IF OBJECT_ID('dbo.Girl') IS NOT NULL DROP TABLE dbo.Girl
CREATE TABLE dbo.Girl
(
GirlID INT IDENTITY(1,1),
Name NVARCHAR(50),
CatCount TINYINT
)
Now let's add some reasonable (except for one "crazy cat lady", apparently) data to the table.
-- Populate the table.
INSERT INTO dbo.Girl
(Name, CatCount)
VALUES
('DOT', 9), ('CAT', 3), ('CAT', 1), ('ANN', 3),
('ANN', 3), ('BEA', 3), ('EVE', 4), ('EVE', 3),
('EVE', 3), ('EVE', 4), ('EVE', 4), ('ANN', 3),
('EVE', 3), ('BEA', 5), ('EVE', 3), ('ANN', 1),
('EVE', 1), ('EVE', 3), ('EVE', 3), ('CAT', 103),
('BEA', 2), ('EVE', 3), ('CAT', 3), ('DOT', 2),
('DOT', 4), ('EVE', 3), ('DOT', 9), ('BEA', 2)
One of the common things we do with data like this is to create subtotals by value. In this case, we can find the total number of cats by girl-name.
-- Group by girls' name to see which name has the most cats.
-- This displays the girls' names as rows.
SELECT Name AS 'Girl''s Name',
SUM(CatCount) AS 'Total Cats'
FROM dbo.Girl
GROUP BY Name
The results would look like this:
-- Girl's Name Total Cats
ANN 10
BEA 12
CAT 110
DOT 24
EVE 37
But by using the PIVOT keyword, we can also display the data with the girls' names as the columns. If you think about it, that's pretty cool: it turns data into metadata.
-- Get the same data, but with the girls' names as columns.
SELECT ANN AS 'Total Cats: Ann',
BEA AS 'Total Cats: Bea',
CAT AS 'Total Cats: Cat',
DOT AS 'Total Cats: Dot',
EVE AS 'Total Cats: Eve'
FROM
(SELECT Name,
CatCount
FROM dbo.Girl) AS tSource
PIVOT
(
SUM(CatCount)
FOR Name IN (ANN, BEA, CAT, DOT, EVE)
) AS tPivoted
The results would look like this:
-- Total Cats: Ann Total Cats: Bea Total Cats: Cat Total Cats: Dot Total Cats: Eve
10 12 110 24 37
Of course, this capability comes at a price: you have to explicitly list the five girl names, which means you have to know what the values are in advance. Often, that's not a big problem: for example, the months of the year.
3 comments:
Hello, Thanks! Wish I could see the output though, as I didn't have access to sql while I was reading this...
Good point - try it now...
Thank you for your post. This is the first "simple" article that I could really use to debug my problem. My problem was that even though the values in the FOR clause were integer, I had to enclose the integer values in quotes to match the numeric names in the top select clause. Seeing your example actaully work, gave me the idea that the numeric valus might not actually be considered numeric. Thank you so much again.
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