I have a table with 3 columns which looks like this:
File User Rating (1-5)
------------------------------
00001 1 3
00002 1 4
00003 2 2
00004 3 5
00005 4 3
00005 3 2
00006 2 3
Etc.
I want to generate a query that outputs the following (for each user and rating, display the number of files as well as percentage of files):
User Rating Count Percentage
-----------------------------------
1 1 3 .18
1 2 6 .35
1 3 8 .47
2 5 12 .75
2 3 4 .25
With Postgresql, I know how to create a query that includes the first 3 columns using the following query, but I can't figure out how to calculate percentage within the GROUP BY:
SELECT
User,
Rating,
Count(*)
FROM
Results
GROUP BY
User, Rating
ORDER BY
User, Rating
Here I want the percentage calculation to apply to each u开发者_如何学运维ser/rating group.
WITH t1 AS
(SELECT User, Rating, Count(*) AS n
FROM your_table
GROUP BY User, Rating)
SELECT User, Rating, n,
(0.0+n)/(COUNT(*) OVER (PARTITION BY User)) -- no integer divide!
FROM t1;
Or
SELECT User, Rating, Count(*) OVER w_user_rating AS n,
(0.0+Count(*) OVER w_user_rating)/(Count(*) OVER (PARTITION BY User)) AS pct
FROM your_table
WINDOW w_user_rating AS (PARTITION BY User, Rating);
I would see if one of these or the other yields a better query plan with the appropriate tool for your RDBMS.
Alternatively, you can do the old-school way — arguably easier to grok:
select usr.User as User ,
usr.Rating as Rating ,
usr.N as N ,
(100.0 * usr.N) / total.N as Pct
from ( select User, Rating , count(*) as N
from Results
group by User , Rating
) usr
join ( select User , count(*) as N
from Results
group by User
) total on total.User = usr.User
order by usr.User, usr.Rating
Cheers!
The best way to do this would be with window functions.
In TSQL this should work
SELECT
User,
Rating,
Count(*), SUM(COUNT(*)) OVER (PARTITION BY User, Rating ORDER BY User, Rating) AS Total,
Count(*)/(SUM(COUNT(*)) OVER (PARTITION BY User, Rating ORDER BY User, Rating)) AS Percentage
FROM
Results
GROUP BY
User, Rating
ORDER BY
User, Rating
WITH data AS
(SELECT User, Rating, Count(*) AS Count
FROM Results
GROUP BY User, Rating)
SELECT User, Rating, Count,
(0.0+n)/(SUM(Count) OVER (PARTITION BY User))
FROM data;
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