• 50道MySql练习题(本文档只有45道)流传自远古,相当经典。这套练习在多样性和难度上平衡的比较好,换句话说,基础sql查询练习有这套就够了。
  • 这套练习在互联网上存在时间悠久,有很多版本,本文档力图在可读性,规范性,可操作性上比这些版本做的更好
  • 本文档用Pandas实现查询操作,这么做的原因是方便写在vscode的jupyter notebook里,更方便导出为Markdown文件。原juypter文件附在最后
  • 导入必需库,连接数据库
import pandas as pd
import pymysql

eng = pymysql.connect(host='localhost', user='root', password='root', db='50题_1', charset='utf8')
  • 新建练习数据库,插入样表,此部分无法在 Pandas 里操作
CREATE DATABASE 50题;
    USE 50题;
    CREATE TABLE student (s_id VARCHAR(10),s_name VARCHAR(10),s_birthday datetime,s_sex VARCHAR(10));
    INSERT INTO student VALUES('01' , '赵雷' , '1990-01-01' , '男');
    INSERT INTO student VALUES('02' , '钱电' , '1990-12-21' , '男');
    INSERT INTO student VALUES('03' , '孙风' , '1990-05-20' , '男');
    INSERT INTO student VALUES('04' , '李云' , '1990-08-06' , '男');
    INSERT INTO student VALUES('05' , '周梅' , '1991-12-01' , '女');
    INSERT INTO student VALUES('06' , '吴兰' , '1992-03-01' , '女');
    INSERT INTO student VALUES('07' , '郑竹' , '1989-07-01' , '女');
    INSERT INTO student VALUES('09' , '张三' , '2017-12-20' , '女');
    INSERT INTO student VALUES('10' , '李四' , '2017-12-25' , '女');
    INSERT INTO student VALUES('11' , '李四' , '2017-12-30' , '女');
    INSERT INTO student VALUES('12' , '赵六' , '2017-01-01' , '女');
    INSERT INTO student VALUES('13' , '孙七' , '2018-01-01' , '女');

    CREATE TABLE course(c_id VARCHAR(10),c_name nVARCHAR(10),t_id VARCHAR(10));
    INSERT INTO course VALUES('01' , '语文' , '02');
    INSERT INTO course VALUES('02' , '数学' , '01');
    INSERT INTO course VALUES('03' , '英语' , '03');

    CREATE TABLE teacher(t_id VARCHAR(10),t_name VARCHAR(10));
    INSERT INTO teacher VALUES('01' , '张三');
    INSERT INTO teacher VALUES('02' , '李四');
    INSERT INTO teacher VALUES('03' , '王五');

    CREATE TABLE score(s_id VARCHAR(10),c_id VARCHAR(10),score decimal(18,1));
    INSERT INTO score VALUES('01' , '01' , 80);
    INSERT INTO score VALUES('01' , '02' , 90);
    INSERT INTO score VALUES('01' , '03' , 99);
    INSERT INTO score VALUES('02' , '01' , 70);
    INSERT INTO score VALUES('02' , '02' , 60);
    INSERT INTO score VALUES('02' , '03' , 80);
    INSERT INTO score VALUES('03' , '01' , 80);
    INSERT INTO score VALUES('03' , '02' , 80);
    INSERT INTO score VALUES('03' , '03' , 80);
    INSERT INTO score VALUES('04' , '01' , 50);
    INSERT INTO score VALUES('04' , '02' , 30);
    INSERT INTO score VALUES('04' , '03' , 20);
    INSERT INTO score VALUES('05' , '01' , 76);
    INSERT INTO score VALUES('05' , '02' , 87);
    INSERT INTO score VALUES('06' , '01' , 31);
    INSERT INTO score VALUES('06' , '03' , 34);
    INSERT INTO score VALUES('07' , '02' , 89);
    INSERT INTO score VALUES('07' , '03' , 98);
1. 查询 “01” 课程比 “02” 课程成绩高的学生的信息及课程分数
  • 同一个表同一个字段值的比较,把一个表变为两个表,才能比较
  • 1.1 查询同时存在 “01” 课程和 “02” 课程的情况
SELECT
            t1.*,
            t2.score,
            t3.score 
        FROM student t1,score t2,score t3 
        WHERE t2.c_id='01' 
            AND t3.c_id='02' 
            AND t2.score>t3.score 
            AND t1.s_id=t2.s_id 
            AND t1.s_id=t3.s_id
sql = 'SELECT t1.*,t2.score,t3.score FROM student t1,score t2,score t3 WHERE t2.c_id="01" AND t3.c_id="02" AND t2.score>t3.score AND t1.s_id=t2.s_id AND t1.s_id=t3.s_id'

df = pd.read_sql(sql, eng)
df

s_id

s_name

s_birthday

s_sex

score

score

0

02

钱电

1990-12-21


70.0

60.0

1

04

李云

1990-08-06


50.0

30.0

  • 1.2 查询存在 01 课程但可能不存在 02 课程的情况 (不存在时显示为 NULL)
SELECT 
            * 
        FROM student t1 
        LEFT JOIN score t2 ON t1.s_id=t2.s_id AND t2.c_id='01'
        LEFT JOIN score t3 ON t1.s_id=t3.s_id AND t3.c_id='02'
            AND t2.score>t3.score 
            AND t2.s_id IS NOT NULL;

s_id

s_name

s_birthday

s_sex

s_id

c_id

score

s_id

c_id

score

0

01

赵雷

1990-01-01


01

01

80.0

None

None

NaN

1

02

钱电

1990-12-21


02

01

70.0

02

02

60.0

2

03

孙风

1990-05-20


03

01

80.0

None

None

NaN

3

04

李云

1990-08-06


04

01

50.0

04

02

30.0

4

05

周梅

1991-12-01


05

01

76.0

None

None

NaN

5

06

吴兰

1992-03-01


06

01

31.0

None

None

NaN

6

07

郑竹

1989-07-01


None

None

NaN

None

None

NaN

7

09

张三

2017-12-20


None

None

NaN

None

None

NaN

8

10

李四

2017-12-25


None

None

NaN

None

None

NaN

9

11

李四

2017-12-30


None

None

NaN

None

None

NaN

10

12

赵六

2017-01-01


None

None

NaN

None

None

NaN

11

13

孙七

2018-01-01


None

None

NaN

None

None

NaN

2. 查询平均成绩大于等于 60 分的同学的学生编号和学生姓名和平均成绩
SELECT 
            t1.s_id,
            t1.s_name,
            AVG(t2.score) 
        FROM student t1,score t2 
        WHERE t1.s_id=t2.s_id 
        GROUP BY t1.s_id
        HAVING AVG(t2.score)>60 
        ORDER BY AVG(t2.score) DESC;

s_id

s_name

AVG(t2.score)

0

07

郑竹

93.50000

1

01

赵雷

89.66667

2

05

周梅

81.50000

3

03

孙风

80.00000

4

02

钱电

70.00000

3. 查询在 score 表存在成绩的学生信息
SELECT 
            DISTINCT t1.* 
        FROM student t1,score t2 
        WHERE t1.s_id=t2.s_id 
        ORDER BY t1.s_id;

s_id

s_name

s_birthday

s_sex

0

01

赵雷

1990-01-01


1

02

钱电

1990-12-21


2

03

孙风

1990-05-20


3

04

李云

1990-08-06


4

05

周梅

1991-12-01


5

06

吴兰

1992-03-01


6

07

郑竹

1989-07-01


4.查询所有同学的学生编号、学生姓名、选课总数、所有课程的总成绩 (没成绩的显示为 NULL)
  • 4.1查询有成绩的SQL
SELECT 
            t1.*,
            COUNT(t2.score),
            SUM(t2.score) 
        FROM student t1,score t2 
        WHERE t1.s_id=t2.s_id 
        GROUP BY t1.s_id;

s_id

s_name

s_birthday

s_sex

COUNT(t2.score)

SUM(t2.score)

0

01

赵雷

1990-01-01


3

269.0

1

02

钱电

1990-12-21


3

210.0

2

03

孙风

1990-05-20


3

240.0

3

04

李云

1990-08-06


3

100.0

4

05

周梅

1991-12-01


2

163.0

5

06

吴兰

1992-03-01


2

65.0

6

07

郑竹

1989-07-01


2

187.0

  • 4.2 查询所有(包括有成绩和无成绩)的SQL
SELECT 
        t1.*,
        COUNT(t2.score),
        SUM(t2.score) 
    FROM student t1 
    LEFT JOIN score t2 ON t1.s_id=t2.s_id 
    GROUP BY t1.s_id;
  • 表格较长,只截取部分

s_id

s_name

s_birthday

s_sex

COUNT(t2.score)

SUM(t2.score)

0

01

赵雷

1990-01-01


3

269.0

1

02

钱电

1990-12-21


3

210.0

2

03

孙风

1990-05-20


3

240.0

3

04

李云

1990-08-06


3

100.0

4

05

周梅

1991-12-01


2

163.0

5

06

吴兰

1992-03-01


2

65.0

6

07

郑竹

1989-07-01


2

187.0

7

09

张三

2017-12-20


0

NaN

8

10

李四

2017-12-25


0

NaN

5. 查询「李」姓老师的数量
SELECT 
        COUNT(*) 
    FROM teacher t1.t_name 
    WHEREt1 like '李%';

COUNT(*)

0

1

6.查询学过「张三」老师授课的同学的信息
SELECT 
            t1.* 
        FROM student t1, teacher t2,course t3,score t4 
        WHERE t1.s_id=t4.s_id
            AND t4.c_id=t3.c_id
            AND t3.t_id=t2.t_id
            AND t2.t_name='张三';

s_id

s_name

s_birthday

s_sex

0

01

赵雷

1990-01-01


1

02

钱电

1990-12-21


2

03

孙风

1990-05-20


3

04

李云

1990-08-06


4

05

周梅

1991-12-01


5

07

郑竹

1989-07-01


7.查询没有学全所有课程的同学的信息
SELECT 
            * 
        FROM student
        WHERE s_id NOT IN 
            (
                SELECT 
                    s_id 
                FROM score 
                GROUP BY s_id
                HAVING COUNT(sc.c_id)=
                    (
                        SELECT 
                            COUNT(c_id) 
                        FROM course
                    )
            );

s_id

s_name

s_birthday

s_sex

0

05

周梅

1991-12-01


1

06

吴兰

1992-03-01


2

07

郑竹

1989-07-01


3

09

张三

2017-12-20


4

10

李四

2017-12-25


5

11

李四

2017-12-30


6

12

赵六

2017-01-01


7

13

孙七

2018-01-01


8.查询至少有一门课与学号为 “01” 的同学所学相同的同学的信息
  • 解法一
SELECT 
            * 
        FROM student
        WHEREs_id IN
            (
                SELECT 
                    t2.s_id 
                FROM score t2
                WHERE t2.c_id IN
                    (
                        SELECT 
                            t2.c_id 
                        FROM score t2
                        WHERE t2.s_id = '01'
                    )
            )
  • 解法2
SELECT 
            DISTINCT t1.* 
        FROM student t1, score t2
        WHERE t1.s_id = t2.s_id
            AND t2.c_id IN
                (
                    SELECT 
                        t2.c_id 
                    FROM score t2
                    WHERE t2.s_id = '01'
                )
            AND t1.s_id <> '01';

|   | s_id | s_name | s_birthday      | s_sex |
| - | --- | ------ | ---------- | ----- |
| 0 | 01  | 赵雷 | 1990-01-01 | 男   |
| 1 | 02  | 钱电 | 1990-12-21 | 男   |
| 2 | 03  | 孙风 | 1990-05-20 | 男   |
| 3 | 04  | 李云 | 1990-08-06 | 男   |
| 4 | 05  | 周梅 | 1991-12-01 | 女   |
| 5 | 06  | 吴兰 | 1992-03-01 | 女   |
| 6 | 07  | 郑竹 | 1989-07-01 | 女   |

##### **9. 查询和 "01" 号的同学学习的课程完全相同的其他同学的信息**

* 解法1
```sql
        SELECT 
            DISTINCT t1.* 
        FROM student t1,score t2
        WHERE t1.s_id = t2.s_id
        AND t1.s_id <> '01'
        AND t2.c_id IN 
            (
                SELECT 
                    DISTINCT t3.c_id 
                FROM score t3
                WHERE t3.s_id = '01'
            )
  • 解法二
SELECT 
            student.* 
        FROM student 
        WHERE s_id IN 
            (
                SELECT 
                    DISTINCT sc.s_id 
                FROM sc
                WHERE s_id <> '01'
                    AND sc.c_id IN 
                        (
                            SELECT 
                                c_id 
                            FROM sc
                            WHEREs_id = '01'
                        )
            );

s_id

s_name

s_birthday

s_sex

0

02

钱电

1990-12-21


1

03

孙风

1990-05-20


2

04

李云

1990-08-06


3

05

周梅

1991-12-01


4

06

吴兰

1992-03-01


5

07

郑竹

1989-07-01


10. 查询没学过 “张三” 老师讲授的任一门课程的学生姓名
  • 解法一
SELECT 
            DISTINCT t1.s_name 
        FROM student t1
        WHERE t1.s_id NOT IN
            (
                SELECT 
                    t2.s_id 
                FROM score t2, course t3
                WHERE t2.c_id = t3.c_id
                    AND t3.t_id IN
                        (
                            SELECT 
                                t4.t_id 
                            FROM teacher t4
                            WHEREt_name = '张三'
                        )
            );
  • 解法二
SELECT 
            DISTINCT t1.s_name 
        FROM student t1
        WHERE t1.s_id NOT IN
            (
                SELECT 
                    t2.s_id 
                FROM score t2, course t3, teacher t4
                WHEREt2.c_id = t3.c_id
                    AND t3.t_id = t4.t_id
                    AND t4.t_name = '张三'
            );

s_name

0

吴兰

1

张三

2

李四

3

赵六

4

孙七

11.查询两门及其以上不及格课程的同学的学号,姓名及其平均成绩
SELECT 
            t1.s_id,
            t1.s_name,
            AVG(t2.score) 
        FROM student t1,score t2
        WHERE t1.s_id = t2.s_id
            AND t2.score < 60
        GROUP BY t2.s_id
        HAVING COUNT(*) >=2;

s_id

s_name

AVG(t2.score)

0

04

李云

1

06

吴兰

12.检索 “01” 课程分数小于 60,按分数降序排列的学生信息
SELECT 
            t1.*,
            t2.score 
        FROM student t1,score t2
        WHERE t1.s_id = t2.s_id 
            AND t2.c_id = '01'
            AND score <60
        ORDER BY t2.score DESC;

s_id

s_name

s_birthday

s_sex

score

0

04

李云

1990-08-06


50.0

1

06

吴兰

1992-03-01


31.0

13. 按平均成绩从高到低显示所有学生的所有课程的成绩以及平均成绩
SELECT 
            t1.*,
            t3.avgscore 
        FROM score t1 
        LEFT JOIN 
            (
                SELECT 
                    t2.s_id,
                    AVG(t2.score) AS avgscore 
                FROM score t2 
                GROUP BY t2.s_id
            ) 
        AS t3 ON t1.s_id = t3.s_id       
        ORDER BY t3.avgscore DESC;
  • 表格较长,只截取部分

s_id

c_id

score

avgscore

0

07

02

89.0

1

07

03

98.0

2

01

01

80.0

3

01

02

90.0

4

01

03

99.0

5

05

01

76.0

14. 查询各科成绩最高分、最低分和平均分:
#以如下形式显示:课程 ID,课程 name,最高分,最低分,平均分,及格率,中等率,优良率,优秀率
#及格为 >=60,中等为:70-80,优良为:80-90,优秀为:>=90
#要求输出课程号和选修人数,查询结果按人数降序排列,若人数相同,按课程号升序排列
SELECT 
        t1.c_id AS 课程ID,
        MAX(t1.score) AS 最高分,
        MIN(t1.score) AS 最低分,
        AVG(t1.score) AS 平均分,
        COUNT(*) AS 选修人数,
    SUM(CASE WHEN t1.score>=60 THEN 1 ELSE 0 END)/COUNT(*) AS 及格率,
    SUM(CASE WHEN t1.score>=70 AND t1.score<80 THEN 1 ELSE 0 END)/COUNT(*) AS 中等率,
    SUM(CASE WHEN t1.score>=80 AND t1.score<90 THEN 1 ELSE 0 END)/COUNT(*) AS 优良率,
    SUM(CASE WHEN t1.score>90 THEN 1 ELSE 0 END)/COUNT(8) AS 优秀率
    FROM score t1
    GROUP BY t1.c_id
    ORDER BY COUNT(*) DESC, t1.c_id ASC;

课程ID

最高分

最低分

平均分

选修人数

及格率

中等率

优良率

优秀率

0

01

80.0

31.0

64.50000

6

0.6667

0.3333

0.3333

0.0000

1

02

90.0

30.0

72.66667

6

0.8333

0.0000

0.5000

0.0000

2

03

99.0

20.0

68.50000

6

0.6667

0.0000

0.3333

0.3333

15.按各科成绩进行排序,并显示排名, score 重复时保留名次空缺
  • 解法一
SELECT 
        t1.*,
        COUNT(t2.score)+1 AS 排名
      FROM score t1
      LEFT JOIN score t2 ON t1.score<t2.score 
        AND t1.c_id = t2.c_id
      GROUP BY t1.s_id, t1.c_id, t1.score
      ORDER BY t1.c_id, 排名 ASC;
  • 解法二
SELECT 
            t1.c_id, 
            CASE 
                WHEN @fontscore = score THEN @currank
                WHEN @fontscore := score THEN @currank:=@currank+1
                END 
            AS 排名, 
            t1.score 
        FROM 
        (
            SELECT 
                @currank:=0, 
                @fontage:=NULL
        )
        AS t2, score t1
        ORDER BY t1.score DESC;

c_id

排名

score

0

03

1

99.0

1

03

2

98.0

2

02

3

90.0

3

02

4

89.0

4

02

5

87.0

16. 查询学生的总成绩,并进行排名,总分重复时保留名次空缺
SET @crank = 0;

        SELECT 
            t1.s_id, 
            total, 
            @crank := @crank + 1 AS 排名 
        FROM 
            (
                SELECT 
                    t2.s_id, 
                    SUM(t2.score) AS total 
                FROM score t2
                GROUP BY t2.s_id
                ORDER BY total DESC
            ) AS t1;

s_id

total

排名

01

269.0

1

03

240.0

2

02

210.0

3

07

187.0

4

05

163.0

5

04

100.0

6

06

65.0

7

17. 统计各科成绩各分数段人数:课程编号,课程名称,[100-85],[85-70],[70-60],[60-0] 及所占百分比
SELECT 
            t1.c_id,
            t1.c_name,
            SUM(CASE WHEN t2.score <=100 AND t2.score > 85 THEN 1 ELSE 0 END) AS "100-85",
            SUM(CASE WHEN t2.score <=85 AND t2.score > 70 THEN 1 ELSE 0 END) AS "85-70",
            SUM(CASE WHEN t2.score <=70 AND t2.score > 60 THEN 1 ELSE 0 END) AS "70-60",
            SUM(CASE WHEN t2.score <=60 AND t2.score > 0 THEN 1 ELSE 0 END) AS "60-0" 
        FROM course t1 LEFT JOIN  score t2  ON t1.c_id = t2.c_id
        GROUP BY t1.c_id;

c_id

c_name

100-85

85-70

70-60

60-0

0

01

语文

0.0

3.0

1.0

2.0

1

02

数学

3.0

1.0

0.0

2.0

2

03

英语

2.0

2.0

0.0

2.0

  • 18. 查询各科成绩前三名的记录
  • 解法一
SELECT 
            * 
        FROM score t1
        WHERE
            (
                SELECT 
                    COUNT(*)
                FROM score t2
                WHERE t1.c_id = t2.c_id
                    AND t1.score < t2.score
            )<3
        ORDER BY c_id ASC, t1.score DESC;
  • 解法二
SELECT 
            t1.* 
        FROM score t1
        LEFT JOIN score t2 ON t1.c_id = t2.c_id
            AND t1.score < t2.score
        GROUP BY t1.c_id, t1.s_id
        HAVING COUNT(t2.c_id) < 3
        ORDER BY t1.c_id;

s_id

c_id

score

0

01

01

80.0

1

03

01

80.0

2

05

01

76.0

3

01

02

90.0

4

07

02

90.0

5

05

02

87.0

6

01

03

99.0

7

07

03

98.0

8

02

03

80.0

9

03

03

80.0

19. 查询每门课程被选修的学生数
SELECT 
            c_id, 
        COUNT(s_id) 
        FROM score GROUP BY c_id 
        ORDER BY c_id ASC;

c_id

COUNT(s_id)

0

01

6

1

02

6

2

03

6

20. 查询出只选修两门课程的学生学号和姓名
  • 解法一: 嵌套查询
SELECT 
            t1.s_id,
            t1.s_name 
        FROM student t1
        WHERE t1.s_id IN 
            (
                SELECT 
                    t2.s_id 
                FROM score t2
                GROUP BY t2.s_id
                HAVING COUNT(t2.c_id) = 2
            );
  • 解法二:多表关联查询
SELECT 
            t1.s_id,
            t1.s_name 
        FROM student t1,score t2
        WHERE t1.s_id = t2.s_id
        GROUP BY t2.s_id
        HAVING COUNT(t2.c_id) = 2;

s_id

s_name

0

05

周梅

1

06

吴兰

2

07

郑竹

21. 查询男生、女生人数
  • 解法一
SELECT 
            s_sex, 
            COUNT(*) 
        FROM student 
        GROUP BY s_sex;
  • 解法二
SELECT
            SUM(CASE WHEN s_sex = '男' THEN 1 ELSE 0 END ) AS 男,
            SUM(CASE WHEN s_sex = '女' THEN 1 ELSE 0 END ) AS 女
        FROM student;

s_sex

COUNT(*)

0


4

1


8



0

4.0

8.0

22. 查询名字中含有「风」字的学生信息
SELECT 
            * 
        FROM student 
        WHERE s_name LIKE '%风%';

s_id

s_name

s_birthday

s_sex

0

03

孙风

1990-05-20


23. 查询同名学生名单,并统计同名人数
  • 解法一
SELECT 
            *, 
            COUNT(*) 
        FROM student 
        GROUP BY s_name 
        HAVING COUNT(*) > 1;
  • 解法二
SELECT 
            *,
            COUNT(*) 
        FROM student 
        WHEREs_name IN 
            (
                SELECT 
                    s_name 
                FROM student
                GROUP BY s_name
                HAVING COUNT(*) > 1
            );

s_id

s_name

s_birthday

s_sex

COUNT(*)

0

10

李四

2017-12-25


2

24. 查询 1990 年出生的学生名单
SELECT 
            * 
        FROM student 
        WHEREYEAR(s_birthday) = 1990;

s_id

s_name

s_birthday

s_sex

0

01

赵雷

1990-01-01


1

02

钱电

1990-12-21


2

03

孙风

1990-05-20


3

04

李云

1990-08-06


25.查询每门课程的平均成绩,结果按平均成绩降序排列,平均成绩相同时,按课程编号升序排列
  • 解法一
SELECT 
            t1.s_id, 
            t1.s_name, 
            AVG(t2.score) AS 平均成绩 
        FROM student t1, score t2
        WHERE t1.s_id = t2.s_id
        GROUP BY t2.s_id
        HAVING AVG(t2.score) >= 85;
  • 解法二
SELECT 
            t1.s_id, 
            t1.s_name,
            AVG(t2.score) AS 平均成绩 
        FROM student t1
        LEFT JOIN score t2 ON t1.s_id = t2.s_id
        GROUP BY t2.s_id
        HAVING AVG(t2.score) >= 85;

s_id

s_name

平均成绩

0

01

赵雷

89.66667

1

07

郑竹

94.00000

26.查询平均成绩大于等于 85 的所有学生的学号、姓名和平均成绩
SELECT 
        t1.sid AS 学号,
        t1.s_name AS 姓名,   
        AVG(t2.score) AS 平均成绩
    FROM student t1
    LEFT JOIN sc t2 ON t1.sid = t2.sid
    GROUP BY t1.sid
    HAVING 平均成绩 >= 85;
sql = 'SELECT t1.s_id, t1.s_name, AVG(t2.score) AS 平均成绩 FROM student t1, score t2 WHERE t1.s_id = t2.s_id GROUP BY t2.s_id HAVING AVG(t2.score) >= 85'
df = pd.read_sql(sql, eng)
df

s_id

s_name

平均成绩

0

01

赵雷

89.66667

1

07

郑竹

93.50000

27. 查询课程名称为「数学」,且分数低于 60 的学生姓名和分数
  • 解法一:
SELECT 
            t1.s_name AS 学生姓名, 
            t3.c_name AS 课程,
            t2.score AS 分数
        FROM student t1
        LEFT JOIN score t2 ON t1.s_id = t2.s_id
        LEFT JOIN course t3 ON t2.c_id = t3.c_id
        WHEREt3.c_name = '数学'
            AND t2.score < 60;
  • 解法二:
SELECT 
            t1.s_name AS 学生姓名,
            t3.c_name AS 课程,
            t2.score AS 分数
        FROM student t1, score t2, course t3
        WHERE t1.s_id = t2.s_id
            AND t2.c_id = t3.c_id
            AND t3.c_name = '数学'
            AND t2.score < 60;

学生姓名

课程

分数

0

李云

数学

30.0

28. 查询所有学生的课程及分数情况(存在学生没成绩,没选课的情况)
SELECT
            t1.s_id AS 学号, 
            t1.s_name AS 姓名,
            t3.c_name AS 课程,
            t2.c_id AS 课程编号,
            t2.score AS 分数
        FROM student t1    
        LEFT JOIN score t2 ON t1.s_id = t2.s_id
        LEFT JOIN course t3 ON t2.c_id = t3.c_id
        ORDER BY t1.s_id, t2.c_id;
  • 表格较长,只截取部分

学号

姓名

课程

课程编号

分数

0

01

赵雷

语文

01

80.0

1

01

赵雷

数学

02

90.0

2

01

赵雷

英语

03

99.0

29. 查询任何一门课程成绩在 70 分以上的姓名、课程名称和分数
  • 解法一
SELECT  
            t1.s_name AS 姓名,
            t3.c_name AS 课程,
            t2.score AS 分数
        FROM student t1
        LEFT JOIN score t2 ON t1.s_id = t2.s_id
        LEFT JOIN course t3 ON t2.c_id=t3.c_id
        WHEREt2.score > 70
        ORDER BY 姓名;
  • 解法二
SELECT
            t1.s_name AS 姓名,
            t3.c_name AS 课程,
            t2.score AS 分数
        FROM student t1, score t2, course t3
        WHEREt2.score > 70
            AND t2.c_id = t3.c_id
            AND t1.s_id = t2.s_id
        ORDER BY 姓名;
  • 表格较长,只截取部分

姓名

课程

分数

0

周梅

数学

87.0

1

周梅

语文

76.0

2

孙风

英语

80.0

3

孙风

数学

80.0

30. 查询存在不及格的课程
SELECT 
            t1.c_id AS 课程编号,
            t1.c_name AS 课程名
        FROM course t1
        LEFT JOIN score t2 ON t1.c_id = t2.c_id
        WHEREt2.score < 60
        GROUP BY 课程名
        ORDER BY 课程编号;
        #这里也可以不用 GROUP BY,而在 SELECT 后加 DITINCT 来取唯一

课程编号

课程名

0

01

语文

1

02

数学

2

03

英语

31. 查询课程编号为 01 且课程成绩在 80 分及以上的学生的学号和姓名
SELECT
            t1.s_id AS 学号,
            t1.s_name AS 姓名,
            t2.c_id AS 课程编号,
            t2.score AS 成绩
        FROM student t1
        LEFT JOIN score t2 ON t1.s_id = t2.s_id
        WHEREt2.c_id = '01'
        AND t2.score >= 80;

学号

姓名

课程编号

成绩

0

01

赵雷

01

80.0

1

03

孙风

01

80.0

32. 求每门课程的学生人数
SELECT
            t1.c_id AS 课程编号,
            t1.c_name AS 课程,
            COUNT(t2.s_id) AS 总人数
        FROM course t1
        LEFT JOIN score t2 ON t1.c_id = t2.c_id
        GROUP BY t2.c_id;

课程编号

课程

总人数

0

01

语文

6

1

02

数学

6

2

03

英语

6

33. 成绩不重复,查询选修「张三」老师所授课程的学生中,成绩最高的学生信息及其成绩
  • 解法一:
SELECT 
            t1.*,
            t4.t_name AS 教师,
            t3.c_name AS 课程,
            MAX(T2.score) AS 分数
        FROM student t1
        LEFT JOIN score t2 ON t1.s_id = t2.s_id
        LEFT JOIN course t3 ON t2.c_id = t3.c_id
        LEFT JOIN teacher t4 ON t4.t_id = t3.t_id
        WHEREt4.t_name = '张三';
  • 解法二:
SELECT
            t1.*,
            t2.score,
            t2.c_id
        FROM student t1, score t2, course t3, teacher t4
        WHEREt4.t_id = t3.t_id
            AND t3.c_id = t2.c_id
            AND t2.s_id = t1.s_id
            AND t4.t_name = '张三'
        HAVING MAX(t2.score);
#‘HAVING MAX(t2.score)’ 也可以写成 ‘ORDER BY t2.score DEscore LIMIT 1’

s_id

s_name

s_birthday

s_sex

教师

课程

分数

0

01

赵雷

1990-01-01


张三

数学

90.0

34. 成绩有重复的情况下,查询选修「张三」老师所授课程的学生中,成绩最高的学生信息及其成绩
  • 为了验证,让数学有两个最高分
UPDATE score SET score = 90 WHEREc_id = '02' AND s_id = '07';

        SELECT 
            t1.*,
            t4.t_name AS 教师,
            t3.c_name AS 课程,
            T2.score AS 分数
        FROM student t1
        LEFT JOIN score t2 ON t1.s_id = t2.s_id
        LEFT JOIN course t3 ON t2.c_id = t3.c_id
        LEFT JOIN teacher t4 ON t4.t_id = t3.t_id
        WHEREt4.t_name = '张三'
        AND t2.score = 
            (
                SELECT 
                    MAX(t5.score) 
                FROM score t5
                LEFT JOIN course t6 ON t5.c_id = t6.c_id
                LEFT JOIN teacher t7 ON t6.t_id = t7.t_id
                WHERE t7.t_name = '张三'
            );

s_id

s_name

s_birthday

s_sex

教师

课程

分数

0

01

赵雷

1990-01-01


张三

数学

90.0

1

07

郑竹

1989-07-01


张三

数学

90.0

35. 查询不同课程成绩相同的学生的学生编号、课程编号、学生成绩
  • 先改个数方便验证:
UPDATE score SET score = 30 WHEREs_id = '04' AND c_id = '03';

        SELECT 
            t1.s_id AS 学生编号,
            t1.c_id AS 课程编号,
            t1.score AS 学生成绩
        FROM score t1
        INNER JOIN score t2 ON t1.s_id = t2.s_id
        WHEREt1.c_id != t2.c_id
            AND t1.score = t2.score
        GROUP BY t1.s_id;

学生编号

课程编号

学生成绩

0

03

03

80.0

36. 查询每门功课成绩最好的前两名
SELECT
            t1.c_id AS 课程编号,
            t2.c_name AS 课程名,
            t1.s_id AS 学号,
            t3.s_name AS 姓名,
            t1.score AS 成绩
        FROM score t1
        LEFT JOIN course t2 ON t1.c_id = t2.c_id
        LEFT JOIN student t3 ON t3.s_id = t1.s_id
        WHERE
            (
                SELECT 
                    COUNT(*) 
                FROM score t4 
                WHEREt1.c_id = t4.c_id
                    AND t4.score > t1.score
            )<2
        ORDER BY t1.c_id;

课程编号

课程名

学号

姓名

成绩

0

01

语文

01

赵雷

80.0

1

01

语文

03

孙风

80.0

2

02

数学

01

赵雷

90.0

3

02

数学

07

郑竹

89.0

4

03

英语

01

赵雷

99.0

5

03

英语

07

郑竹

98.0

37. 统计每门课程的学生选修人数(超过 5 人的课程才统计)
SELECT
            t1.c_id AS 课程号,
            t2.c_name AS 课程名,
            COUNT(t1.s_id) AS 选修人数
        FROM score t1
        LEFT JOIN course t2 ON t1.c_id = t2.c_id
        GROUP BY t1.c_id
        HAVING COUNT(t1.s_id) > 4;

课程号

课程名

选修人数

0

01

语文

6

1

02

数学

6

2

03

英语

6

38. 检索至少选修两门课程的学生学号
SELECT
            t1.s_id AS 学号,
            COUNT(t1.c_id) AS 选修数
        FROM score t1
        GROUP BY t1.s_id
        HAVING 选修数 >= 2;

学号

选修数

0

01

3

1

02

3

2

03

3

3

04

3

4

05

2

5

06

2

6

07

2

39. 查询选修了全部课程的学生信息
SELECT
            t1.s_id AS 学号,
            t1.s_name AS 姓名,
            t1.s_birthday AS 出生年月,
            t1.s_sex AS 性别
        FROM student t1, score t2
        WHEREt1.s_id = t2.s_id
        GROUP BY t2.s_id
        HAVING COUNT(t2.c_id) >= 3;

学号

姓名

出生年月

性别

0

01

赵雷

1990-01-01


1

02

钱电

1990-12-21


2

03

孙风

1990-05-20


3

04

李云

1990-08-06


40. 查询各学生的年龄,只按年份来算
SELECT
        t1.s_id AS 学号,
        t1.s_name AS 姓名,
        TIMESTAMPDIFF(YEAR,t1.s_birthday,CURDATE()) AS 年龄
        FROM student t1;
        #TIMESTAMPDIFF函数规范:
  • 表格较长,只截取部分

学号

姓名

年龄

0

01

赵雷

32

1

02

钱电

31

2

03

孙风

32

41. 按照出生日期来算,当前月日 < 出生年月的月日则,年龄减一
SELECT 
            s_id,
            s_name,
            (DATE_FORMAT(NOW(),'%Y')-DATE_FORMAT(s_birthday,'%Y') - 
                (
                    CASE when 
                        DATE_FORMAT(NOW(),'%m%d')>DATE_FORMAT(s_birthday,'%m%d') then 0 else 1 END)
                ) AS age
        FROM student;
  • 表格较长,只截取部分

s_id

s_name

age

0

01

赵雷

32.0

10

12

赵六

5.0

11

13

孙七

4.0

42. 查询本周过生日的学生
SELECT 
            *
        FROM student
        WHEREWEEKOFYEAR(student.s_birthday) = WEEKOFYEAR(CURDATE());
43. 查询下周过生日的学生
SELECT 
                *
        FROM student
        WHEREWEEKOFYEAR(student.s_birthday) = WEEKOFYEAR(CURDATE())+1;
44. 查询本月过生日的学生
SELECT 
                *
        FROM student t1
        WHEREMONTH(t1.s_birthday) = MONTH(CURDATE());

s_id

s_name

s_birthday

s_sex

0

07

郑竹

1989-07-01


45. 查询下月过生日的学生
SELECT 
                *
        FROM student t1
        WHEREMONTH(t1.s_birthday) = MONTH(CURDATE())+1;
sql = 'SELECT * FROM student t1 WHEREMONTH(t1.s_birthday) = MONTH(CURDATE())+1; '
df = pd.read_sql(sql, eng)
df

s_id

s_name

s_birthday

s_sex

0

04

李云

1990-08-06