nth percentile calculations in postgresql

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野趣味
野趣味 2020-12-06 09:22

I\'ve been surprisingly unable to find an nth percentile function for postgresql.

I am using this via mondrian olap tool so i just need an aggregate function which r

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  •  有刺的猬
    2020-12-06 09:58

    The ntile function is very useful here. I have a table test_temp:

    select * from test_temp
    
    score
    integer
    3
    5
    2
    10
    4
    8
    7
    12
    
    select score, ntile(4) over (order by score) as quartile from test_temp;
    
    score    quartile
    integer  integer
    2        1
    3        1
    4        2
    5        2
    7        3
    8        3
    10       4
    12       4
    

    ntile(4) over (order by score) orders the columns by score, splits it into four even groups (if the number divides evenly) and assigns the group number based on the order.

    Since I have 8 numbers here, they represent the 0th, 12.5th, 25th, 37.5th, 50th, 62.5th, 75th and 87.5th percentiles. So if I only take the results where the quartile is 2, I'll have the 25th and 37.5th percentiles.

    with ranked_test as (
        select score, ntile(4) over (order by score) as quartile from temp_test
    )
    select min(score) from ranked_test
    where quartile = 2
    group by quartile;
    

    returns 4, the third highest number on the list of 8.

    If you had a larger table and used ntile(100) the column you filter on would be the percentile, and you could use the same query as above.

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