Minimum value in a numeric field can be collected by applying MIN() SQL command.
We will try MIN sql command and how to use it in our tables. But the best way to use MIN command is to apply it in a numeric
field.Here is our table with all the records.
We will apply the MIN command here like this to the field mark
SELECT MIN( mark ) FROM `student`
MIN(mark)
55
The command will locate the minimum value of the mark field and return. We can define
some header like this also.
SELECT MIN(mark) as min_mark FROM `student`
min_mark
55
Minimum mark in each class
Now let us find out what is the minimum mark ( or lowest ) in each class. Here we can use the Group
By command to find out the minimum mark obtained by each class
SELECT class, min( mark ) as min_mark FROM `student` GROUP BY class
Here minimum mark of each class is displayed. Since we have two
class in our table so the sql command has returned two class with lowest mark in
each of them. We have to use Group
By clause if we ask for the query to return any other field name other than
the min. Otherwise system will generate error.
Getting all the details of the record having minimum ( min ) data
Among the students who got the minimum mark? This is done by using SQL Sub query. Like this .
SELECT * FROM `student` WHERE mark=(select min(mark) from student)
Output is here
id
name
class
mark
6
Alex John
Four
55
MIN Query with JOIN
SELECT a.store, MIN(qty) min_qty, b.product,
b.price * MIN(qty) AS total_price FROM sales a
LEFT JOIN products b ON a.p_id = b.p_id GROUP BY store;
query="SELECT * FROM student LIMIT 0,5" # sql
my_data=list(my_conn.execute(query)) # rows of data as list
print(my_data) # display rows
Role in Data Analysis
Trend Analysis: By comparing the minimum values over different periods, analysts can identify trends, such as seasonal lows in sales or stock levels.
Performance Evaluation: In financial data analysis, the `MIN` function helps in assessing the minimum returns or the worst-case scenarios in investment portfolios.
Operational Insights: Identifying the minimum inventory levels or the least number of resources used in production processes can lead to more efficient resource management.
Integrating with Other SQL Functions
Combination with Aggregate Functions: Often used alongside other aggregate functions like `MAX`, `AVG`, and `SUM` to provide a comprehensive view of the data's distribution.
Group By Clause: When used with the `GROUP BY` clause, `MIN` can determine the minimum values of different categories or groups, providing insights at a granular level.
Window Functions: In more advanced scenarios, `MIN` can be used as a window function to perform calculations across sets of rows related to the current row.
Practical Examples
Financial Analysis: Finding the minimum sale price of a product over a year to understand pricing strategies.
Healthcare Data Analysis: Identifying the minimum length of hospital stays to optimize patient flow and resource allocation.
Retail and E-commerce: Analyzing the minimum order quantity to adjust inventory levels and manage supply chain logistics.
Performance Considerations
Indexing: Proper indexing on columns used with the `MIN` function can significantly improve query performance, especially in large datasets.
Null Values Handling: Being aware of how `MIN` interacts with null values is important. By default, `MIN` ignores null values, but this behavior might need to be considered during data analysis to ensure accurate results.
Conclusion
The SQL MIN function is indispensable in data analysis, providing essential insights into the lower extremes of datasets. Its utility spans across various domains, offering a foundation for decision-making processes based on the minimal values within datasets. When combined with other SQL features and functions, MIN enables analysts to conduct thorough and multifaceted data analysis, driving strategic business decisions and operational efficiencies.
This article is written by plus2net.com team.
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hmds
04-08-2011
This is great, but how would you go about getting the id of the student with the lowest mark in each class in this case.
So, to return
id class min_mark
3 Four 55
6 Three 55
Avinash Kumar
21-05-2012
select name,price from table where price=(select min(price) from table);
smo1234
26-04-2019
test after removal of js file
12-07-2023
Show the details of the person with the lowest ID.