Select nth percentile from MySQL

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情话喂你
情话喂你 2021-01-19 18:43

I have a simple table of data, and I\'d like to select the row that\'s at about the 40th percentile from the query.

I can do this right now by first querying to find

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  • 2021-01-19 19:15

    This will give you approximately the 40th percentile, it returns the row where 40% of rows are less than it. It sorts rows by how far they are from the 40th percentile, since no row may fall exactly on the 40th percentile.

    SELECT m1.field, m1.otherfield, count(m2.field) 
      FROM mydata m1 INNER JOIN mydata m2 ON m2.field<m1.field
    GROUP BY 
       m1.field,m1.otherfield
    ORDER BY 
       ABS(0.4-(count(m2.field)/(select count(*) from mydata)))
    LIMIT 1
    
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  • 2021-01-19 19:26

    As an exercise in futility (your current solition would probably be faster and prefered), if the table is MYISAM (or you can live with the approximation of InnoDB):

    SET @row =0;
    SELECT x.*
    FROM information_schema.tables
    JOIN (
      SELECT @row := @row+1 as 'row',mydata.*
      FROM mydata
      ORDER BY field ASC
    ) x
    ON x.row = round(information_schema.tables.table_rows * 0.4)
    WHERE information_schema.tables.table_schema = database()
    AND information_schema.tables.table_name = 'mydata';
    
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  • 2021-01-19 19:38

    There's also this solution, which uses a monster string made by GROUP_CONCAT. I had to up the max on the output like so to get it to work:

    SET SESSION group_concat_max_len = 1000000;
    

    MySql wizards out there: feel free to comment on the relative performance of the methods.

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