使用 SQL 计算百分位数 group/partition

Question

我想计算 SQL 中给定 partition/group 的百分位数。例如输入数据看起来像 -

CustID     Product ID     quantity_purchased    
1          111                2
2          111                3
3          111                2 
4          111                5
1          222                2
2          222                6
4          222                7
6          222                2

我想获得每个产品 ID 组的百分位数。输出应该是 -

Product ID    min      25%      50%      75%     max
    111        2        2       2.5      3.5      5
    222        2        2        4       6.25     7

如何使用 SQL 实现此目的？

Answer 1

您可以使用 percentile_cont():

select product_id, min(quantity_purchased), max(quantity_purchased),
       percentile_cont(0.25) within group (order by quantity_purchased),
       percentile_cont(0.50) within group (order by quantity_purchased),
       percentile_cont(0.75) within group (order by quantity_purchased)
from t
group by product_id;

使用 SQL 计算百分位数 group/partition

Calculate percentiles using SQL for a group/partition

sql

snowflake-schema