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615. Average Salary Departments VS Company

中文文档

Description

Table: Salary

+-------------+------+
| Column Name | Type |
+-------------+------+
| id          | int  |
| employee_id | int  |
| amount      | int  |
| pay_date    | date |
+-------------+------+
In SQL, id is the primary key column for this table.
Each row of this table indicates the salary of an employee in one month.
employee_id is a foreign key (reference column) from the Employee table.

 

Table: Employee

+---------------+------+
| Column Name   | Type |
+---------------+------+
| employee_id   | int  |
| department_id | int  |
+---------------+------+
In SQL, employee_id is the primary key column for this table.
Each row of this table indicates the department of an employee.

 

Find the comparison result (higher/lower/same) of the average salary of employees in a department to the company's average salary.

Return the result table in any order.

The result format is in the following example.

 

Example 1:

Input: 
Salary table:
+----+-------------+--------+------------+
| id | employee_id | amount | pay_date   |
+----+-------------+--------+------------+
| 1  | 1           | 9000   | 2017/03/31 |
| 2  | 2           | 6000   | 2017/03/31 |
| 3  | 3           | 10000  | 2017/03/31 |
| 4  | 1           | 7000   | 2017/02/28 |
| 5  | 2           | 6000   | 2017/02/28 |
| 6  | 3           | 8000   | 2017/02/28 |
+----+-------------+--------+------------+
Employee table:
+-------------+---------------+
| employee_id | department_id |
+-------------+---------------+
| 1           | 1             |
| 2           | 2             |
| 3           | 2             |
+-------------+---------------+
Output: 
+-----------+---------------+------------+
| pay_month | department_id | comparison |
+-----------+---------------+------------+
| 2017-02   | 1             | same       |
| 2017-03   | 1             | higher     |
| 2017-02   | 2             | same       |
| 2017-03   | 2             | lower      |
+-----------+---------------+------------+
Explanation: 
In March, the company's average salary is (9000+6000+10000)/3 = 8333.33...
The average salary for department '1' is 9000, which is the salary of employee_id '1' since there is only one employee in this department. So the comparison result is 'higher' since 9000 > 8333.33 obviously.
The average salary of department '2' is (6000 + 10000)/2 = 8000, which is the average of employee_id '2' and '3'. So the comparison result is 'lower' since 8000 < 8333.33.

With he same formula for the average salary comparison in February, the result is 'same' since both the department '1' and '2' have the same average salary with the company, which is 7000.

Solutions

SQL

# Write your MySQL query statement below
WITH
    t AS (
        SELECT
            DATE_FORMAT(pay_date, '%Y-%m') AS pay_month,
            department_id,
            AVG(amount) OVER (PARTITION BY pay_date) AS company_avg_amount,
            AVG(amount) OVER (PARTITION BY pay_date, department_id) AS department_avg_amount
        FROM
            Salary AS s
            JOIN Employee AS e ON s.employee_id = e.employee_id
    )
SELECT DISTINCT
    pay_month,
    department_id,
    CASE
        WHEN company_avg_amount = department_avg_amount THEN 'same'
        WHEN company_avg_amount < department_avg_amount THEN 'higher'
        ELSE 'lower'
    END AS comparison
FROM t;
# Write your MySQL query statement below
WITH
    S AS (
        SELECT *
        FROM
            Salary
            JOIN Employee USING (employee_id)
    ),
    T AS (
        SELECT
            DATE_FORMAT(pay_date, '%Y-%m') AS pay_month,
            department_id,
            AVG(amount) OVER (PARTITION BY pay_date, department_id) AS department_avg,
            AVG(amount) OVER (PARTITION BY pay_date) AS company_avg
        FROM S
    )
SELECT
    pay_month,
    department_id,
    CASE
        WHEN AVG(department_avg) > AVG(company_avg) THEN 'higher'
        WHEN AVG(department_avg) < AVG(company_avg) THEN 'lower'
        ELSE 'same'
    END AS comparison
FROM T
GROUP BY 1, 2;