分组数据:GROUP BY 子句语法
功能:可以使用 group by 子句将表中的数据分成若干组
语法:SELECT 分组函数,列(要求出现在group by的后面)
FROM 表
[WHERE 筛选条件]
[GROUP BY 分组列表,[HAVING 分组后表达式]]
[ORDER BY 子句]
明确:WHERE 一定放在FROM后面
注意:查询列表必须特殊,要求是分组函数和group by后出现的字段
特点:
1、分组查询中的筛选条件分为两类
数据源 位置 关键字
分组前筛选 原始表 group by子句的前面 where
分组后筛选 分组后的结果集 group by子句的后面 having
① 分组函数做条件肯定是放在having子句中。
② 能用分组前筛选,就优先考虑用分组前筛选。
2、group by 子句支持单个字段分组,也支持多个字段分组(多个字段之间用逗号隔开没有顺序要求),还支持表达式或函数(用的较少)。
3、也可以添加排序(排序放在分组查询语句之后)。
引入:查询每个部门的平均工资
SELECT AVG(salary),`department_id`
FROM `employees`
GROUP BY `department_id`;
案例1:查询每个工种的最高工资
SELECT MAX(salary),department_id
FROM employees
GROUP BY department_id
ORDER BY MAX(salary) DESC;
案例2:查询每个位置上的部门个数
SELECT COUNT(*),`location_id`
FROM `departments`
GROUP BY location_id;
添加筛选条件-分组前筛选
案例1:查询邮箱中包含a字符的,每个部门的平均工资
SELECT
AVG(salary),
`department_id`,
`email`
FROM
`employees`
WHERE `email` LIKE '%a%'
GROUP BY `department_id` ;
案例2:查询有奖金的每个领导手下员工的最高工资
SELECT *,MAX(salary),`manager_id`
FROM `employees`
WHERE commission_pct IS NOT NULL
GROUP BY `manager_id`;
添加筛选条件-分组后筛选
案例1:查询那个部门的员工个数>2
SELECT
COUNT(*),
`department_id`
FROM
`employees`
GROUP BY `department_id`
HAVING COUNT(*) > 2 ;
案例2:查询每个工种有奖金的员工的最高工资>12000的工种编号和最高工资
SELECT
MAX(salary),
`job_id`
FROM
`employees`
WHERE `commission_pct` IS NOT NULL
GROUP BY job_id
HAVING MAX(salary) > 12000;
案例3:查询领导编号>102的每个领导手下的最低工资>5000的领导编号是那个.
SELECT
MIN(salary),
manager_id
FROM
`employees`
WHERE `manager_id` > 102
GROUP BY manager_id
HAVING MIN(salary) > 5000 ;
按表达式或函数分组
案例1:按员工姓名的长度分组,查询每一组的员工个数,筛选员工个数>5的
SELECT
COUNT(*),
LENGTH(last_name) AS len_name
FROM
`employees`
GROUP BY LENGTH(last_name)
HAVING COUNT(*) > 5 ;
案例2:查询每个部门每个工种的员工的平均工资
SELECT
AVG(salary),
`department_id`,
`job_id`
FROM
`employees`
GROUP BY `department_id`,
`job_id` ;
案例3:查询每个部门每个工种的员工的平均工资,并且排序
SELECT
AVG(salary),
`department_id`,
`job_id`
FROM
`employees`
WHERE `department_id` IS NOT NULL
GROUP BY `department_id`,
`job_id`
HAVING AVG(salary) > 10000
ORDER BY AVG(salary) DESC ;
五道小题
1.查询各job_id的员工工资的最大值,最小值,平均值,总和,并按job_id升序
SELECT
MAX(salary),
MIN(salary),
AVG(salary),
SUM(salary),
job_id
FROM
`employees`
GROUP BY job_id
ORDER BY job_id ASC;
2.查询员工最高工资和最低工资的差距(别名DIFFERNCE)
SELECT MAX(salary)-MIN(salary) AS DIFFERNCE FROM `employees`;
3.查询各个管理者手下员工的最低工资,其中最低工不能低于6000,没有管理这的员工不计算在内
SELECT
MIN(salary),
`manager_id`
FROM
`employees`
WHERE `manager_id` IS NOT NULL
GROUP BY `manager_id`
HAVING MIN(salary) >= 6000 ;
4.查询所有部门的编号,员工数量和工资平均值,并按平均工资降序
SELECT
`department_id`,
COUNT(*),
AVG(salary)
FROM
`employees`
GROUP BY `department_id`
ORDER BY AVG(salary) DESC;
5.选择具有各个job_id的员工人数
SELECT COUNT(*),job_id FROM `employees` GROUP BY job_id ORDER BY COUNT(*) ASC;