Use a derived table for each query, and join them on their common grouping column. For example, if the grouping...
column is userid, you would use this:
select dt1.userid , dt1.sumcol1 as table1_sumcol1 , dt2.sumcol1 as table2_sumcol1 , dt3.sumcol1 as table3_sumcol1 from ( select userid , sum(col1) as sumcol1 from table1 group by userid ) as dt1 inner join ( select userid , sum(col1) as sumcol1 from table2 group by userid ) as dt2 on dt1.userid = dt2.userid inner join ( select userid , sum(col1) as sumcol1 from table3 group by userid ) as dt3 on dt1.userid = dt3.userid
Notice how the derived tables each have an alias. Also, in the SELECT list of the outer query, notice that column aliases are needed to distinguish the columns from each derived table.
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