List the First 50% Rows in a Result Set

When working with substantial quantities of data in MySQL, it’s often necessary to extract just a portion of the data. For example, during data analysis or when implementing pagination, you might need to list the top 50% of rows from a query’s result set. This article will guide you through the steps to achieve this.

Step 1. Find the number of rows

Determine the total number of rows in your result set. This can be done using a query with the COUNT(*) function. For example, if we have a table named employees:

SELECT COUNT(*) AS totalrows
FROM employees;

This query will return the total number of rows in the employees table.

Step 2. Calculating Half of the total rows

Calculate half the number of rows by first determining the total number of rows and then dividing it by 2. This can be done using user-defined variables in MySQL:

SET @totalrows = (SELECT COUNT(*) FROM employees);
SET @halfrows = @totalrows / 2;

Here, @totalrows stores the total number of rows, @halfrows stores half of that number, and both are user-defined variables.

Step 3. Listing the first 50% rows

Using the LIMIT clause, we can get the first 50% of rows from our table as we have determined the number of rows to fetch. We can limit the number of rows returned by a query using the number of rows. The query for restricting the number of rows will be

set @sql = concat("SELECT * FROM employees LIMIT ", @halfrows);
PREPARE stmt FROM @sql;
EXECUTE stmt;

• Here we cannot use LIMIT statements directly because user-defined variables cannot be accessed directly in a LIMIT clause.
• To overcome this difficulty, we are using the statement method of MySQL. Here we will declare a statement under which we will use the user-defined variable i.e. ‘halfrows’.
• We will now use the PREPARE and Execute method to execute the created statement.

This query will give us the first 50% of rows from employees tables according to the order they already present.

Step 4. Arranging the result by specific order (optional)

On many occasions, we have to get the result in specific order, for example first 50% of rows by id. We can do this by adding an ORDER BY statement within our query. For example, if we need the rows ordered by employee ID, we can write the next statement:

set @sql = concat("SELECT * FROM employees ORDER BY salary LIMIT ", @halfrows);
PREPARE stmt FROM @sql;
EXECUTE stmt

• If we want to get the first 50% of data for a specific condition, such as if we we want the first 50% by salary of employees, we have to use the order by clause.
• Here also we need to use user user-defined variable, So we will use the statement mentioned in the above step.

The first 50% of employee table rows will be returned by this query using employee ID column ordering.

1. Create the employees Table:

CREATE TABLE employees (
    employee_id INT PRIMARY KEY,
    first_name VARCHAR(50) NOT NULL,
    last_name VARCHAR(50) NOT NULL,
    position VARCHAR(100),
    salary DECIMAL(10, 2)
);

2. Insert Records into the employees Table:

INSERT INTO employees (employee_id, first_name, last_name, position, salary) VALUES
(1, 'Arjun', 'Nair', 'Marketing Specialist', 50000.00),
(2, 'Rajesh', 'Gupta', 'Project Manager', 75000.00),
(3, 'Amit', 'Sharma', 'Software Engineer', 60000.00),
(4, 'Anita', 'Joshi', 'Accountant', 62000.00),
(5, 'Vijay', 'Kumar', 'DevOps Engineer', 70000.00),
(6, 'Ritu', 'Verma', 'Business Analyst', 60000.00),
(7, 'Sneha', 'Patil', 'Data Analyst', 55000.00),
(8, 'Pooja', 'Mehta', 'UX Designer', 65000.00),
(9, 'Sanjay', 'Singh', 'Software Tester', 45000.00),
(10, 'Priya', 'Reddy', 'HR Manager', 80000.00);

Output:

3. Calculate the Total Number of Rows:

SELECT COUNT(*) AS totalrows
FROM products;

4. Calculate Half of the Total Rows:

SET @totalrows = (SELECT COUNT(*) FROM products);
SET @halfrows = @total_rows / 2;

5. Retrieve the First 50% of the Rows:

set @sql = concat("SELECT * FROM employees LIMIT ", @halfrows);
PREPARE stmt FROM @sql;
EXECUTE stmt;

The Result after executing this code will be :

6. Order the Results by Salary(Optional):

If we want to retrieve the first 50% of data by the salary of employees, we will execute it with the following lines of code

set @sql = concat("SELECT * FROM employees ORDER BY salary LIMIT ", @halfrows);
PREPARE stmt FROM @sql;
EXECUTE stmt;

Output:

To obtain the first 50% of results in MySQL, we have to first calculate half of the total number of rows. The half count of rows has to be stored in the variable. Then to obtain that 50% rows only, the LIMIT clause will be used to limit the number of rows that we require. This is how we can obtain the first 50% of rows in a result set in MySQL.