How to Find the Maximum Record for Each Group in SQL?
Find the largest record by group in SQL
In database management, it is often necessary to retrieve the largest record in each data group. Consider the following scenario.
Question:
You have a table with three fields: "Name", "Top" and "Total", with the following data:
Name | Top | Total |
---|---|---|
cat | 1 | 10 |
dog | 2 | 7 |
cat | 3 | 20 |
horse | 4 | 4 |
cat | 5 | 10 |
dog | 6 | 9 |
Your task is to find the record with the largest "Total" value for each unique "Name" value. The desired result should be:
Name | Top | Total |
---|---|---|
cat | 3 | 20 |
horse | 4 | 4 |
dog | 6 | 9 |
Solution:
To retrieve the maximum records per group, you can use the following query:
select Name, Top, Total from sometable where Total = (select max(Total) from sometable i where i.Name = sometable.Name)
This query compares the "Total" value of each record with its maximum "Total" value in the same "Name" group. Then select the records whose "Total" value matches.
Alternatively, you can use a subquery to achieve the same result:
select Name, Top, Total from sometable inner join ( select max(Total) as Total, Name from sometable group by Name ) as max on max.Name = sometable.Name and max.Total = sometable.Total
This query first uses a subquery to calculate the maximum "Total" value for each unique "Name". The main query then joins the table with a subquery to select only the records with matching maximum "Total" value.
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