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SQL23. 统计每个学校各难度的用户平均刷题数

描述

题目:运营想要计算一些参加了答题不同学校、不同难度的用户平均答题量,请你写SQL取出相应数据

用户信息表:user_profile
id device_id gender age university gpa active_days_within_30
question_cnt
answer_cnt
1 2138 male 21 北京大学 3.4 7 2 12
2 3214 male NULL 复旦大学 4 15 5 25
3 6543 female 20 北京大学 3.2 12 3 30
4 2315 female 23 浙江大学 3.6 5 1 2
5 5432 male 25 山东大学 3.8 20 15 70
6 2131 male 28 山东大学 3.3 15 7 13
7 4321 male 28 复旦大学 3.6 9 6 52
第一行表示:id为1的用户的常用信息为使用的设备id为2138,性别为男,年龄21岁,北京大学,gpa为3.4,在过去的30天里面活跃了7天,发帖数量为2,回答数量为12
最后一行表示:id为7的用户的常用信息为使用的设备id为4321,性别为男,年龄28岁,复旦大学,gpa为3.6,在过去的30天里面活跃了9天,发帖数量为6,回答数量为52

题库练习明细表:question_practice_detail
id device_id
question_id result
1 2138 111 wrong
2
3214 112 wrong
3 3214 113 wrong
4
6534
111 right
5 2315 115 right
6 2315 116 right
7 2315
117 wrong
8 5432 117 wrong
9 5432 112 wrong
10 2131 113 right
11
5432 113 wrong
12 2315 115 right
13 2315 116 right
14 2315
117 wrong
15 5432
117 wrong
16
5432 112 wrong
17
2131 113 right
18
5432 113 wrong
19 2315 117 wrong
20
5432 117 wrong
21 5432 112 wrong
22 2131 113 right
23
5432 113 wrong

第一行表示:id为1的用户的常用信息为使用的设备id为2138,在question_id为111的题目上,回答错误
......
最后一行表示:id为23的用户的常用信息为使用的设备id为5432,在question_id为113的题目上,回答错误

表:question_detail
id question_id difficult_level
1 111 hard
2 112 medium
3 113 easy
4 115 easy
5 116 medium
6 117 easy
第一行表示: 题目id为111的难度为hard
....
第一行表示: 题目id为117的难度为easy

请你写一个SQL查询,计算不同学校、不同难度的用户平均答题量,根据示例,你的查询应返回以下结果(结果在小数点位数保留4位,4位之后四舍五入):
university difficult_level avg_answer_cnt
北京大学 hard 1.0000
复旦大学 easy 1.0000
复旦大学 medium
1.0000
山东大学 easy 4.5000
山东大学 medium 3.0000
浙江大学 easy 5.0000
浙江大学 medium 2.0000
解释:
第一行:北京大学有设备id为2138,6543这2个用户,这2个用户在question_practice_detail表下都只有一条答题记录,且答题题目是111,从question_detail可以知道这个题目是hard,故 北京大学的用户答题为hard的题目平均答题为2/2=1.0000

第二行,第三行:复旦大学有设备id为3214,4321这2个用户,但是在question_practice_detail表只有1个用户(device_id=3214有答题,device_id=4321没有答题,不计入后续计算)有2条答题记录,且答题题目是112,113各1个,从question_detail可以知道题目难度分别是medium和easy,故 复旦大学的用户答题为easy, medium的题目平均答题量都为1(easy=1或medium=1) /1 (device_id=3214)=1.0000

第四行,第五行:山东大学有设备id为5432和2131这2个用户,这2个用户总共在question_practice_detail表下有12条答题记录,且答题题目是112,113,117,且数目分别为3,6,3,从question_detail可以知道题目难度分别为medium,easy,easy,所以,easy共有9个,故easy的题目平均答题量= 9(easy=9)/2 (device_id=3214 or device_id=5432) =4.5000,medium共有3个,medium的答题只有device_id=5432的用户,故medium的题目平均答题量= 3(medium=9)/1 ( device_id=5432) =3.0000
.....

示例1

输入:

drop table if exists `user_profile`;
drop table if  exists `question_practice_detail`;
drop table if  exists `question_detail`;
CREATE TABLE `user_profile` (
`id` int NOT NULL,
`device_id` int NOT NULL,
`gender` varchar(14) NOT NULL,
`age` int ,
`university` varchar(32) NOT NULL,
`gpa` float,
`active_days_within_30` int ,
`question_cnt` int ,
`answer_cnt` int 
);
CREATE TABLE `question_practice_detail` (
`id` int NOT NULL,
`device_id` int NOT NULL,
`question_id`int NOT NULL,
`result` varchar(32) NOT NULL
);
CREATE TABLE `question_detail` (
`id` int NOT NULL,
`question_id`int NOT NULL,
`difficult_level` varchar(32) NOT NULL
);

INSERT INTO user_profile VALUES(1,2138,'male',21,'北京大学',3.4,7,2,12);
INSERT INTO user_profile VALUES(2,3214,'male',null,'复旦大学',4.0,15,5,25);
INSERT INTO user_profile VALUES(3,6543,'female',20,'北京大学',3.2,12,3,30);
INSERT INTO user_profile VALUES(4,2315,'female',23,'浙江大学',3.6,5,1,2);
INSERT INTO user_profile VALUES(5,5432,'male',25,'山东大学',3.8,20,15,70);
INSERT INTO user_profile VALUES(6,2131,'male',28,'山东大学',3.3,15,7,13);
INSERT INTO user_profile VALUES(7,4321,'male',28,'复旦大学',3.6,9,6,52);
INSERT INTO question_practice_detail VALUES(1,2138,111,'wrong');
INSERT INTO question_practice_detail VALUES(2,3214,112,'wrong');
INSERT INTO question_practice_detail VALUES(3,3214,113,'wrong');
INSERT INTO question_practice_detail VALUES(4,6543,111,'right');
INSERT INTO question_practice_detail VALUES(5,2315,115,'right');
INSERT INTO question_practice_detail VALUES(6,2315,116,'right');
INSERT INTO question_practice_detail VALUES(7,2315,117,'wrong');
INSERT INTO question_practice_detail VALUES(8,5432,117,'wrong');
INSERT INTO question_practice_detail VALUES(9,5432,112,'wrong');
INSERT INTO question_practice_detail VALUES(10,2131,113,'right');
INSERT INTO question_practice_detail VALUES(11,5432,113,'wrong');
INSERT INTO question_practice_detail VALUES(12,2315,115,'right');
INSERT INTO question_practice_detail VALUES(13,2315,116,'right');
INSERT INTO question_practice_detail VALUES(14,2315,117,'wrong');
INSERT INTO question_practice_detail VALUES(15,5432,117,'wrong');
INSERT INTO question_practice_detail VALUES(16,5432,112,'wrong');
INSERT INTO question_practice_detail VALUES(17,2131,113,'right');
INSERT INTO question_practice_detail VALUES(18,5432,113,'wrong');
INSERT INTO question_practice_detail VALUES(19,2315,117,'wrong');
INSERT INTO question_practice_detail VALUES(20,5432,117,'wrong');
INSERT INTO question_practice_detail VALUES(21,5432,112,'wrong');
INSERT INTO question_practice_detail VALUES(22,2131,113,'right');
INSERT INTO question_practice_detail VALUES(23,5432,113,'wrong');
INSERT INTO question_detail VALUES(1,111,'hard');
INSERT INTO question_detail VALUES(2,112,'medium');
INSERT INTO question_detail VALUES(3,113,'easy');
INSERT INTO question_detail VALUES(4,115,'easy');
INSERT INTO question_detail VALUES(5,116,'medium');
INSERT INTO question_detail VALUES(6,117,'easy');

输出:

北京大学|hard|1.0000
复旦大学|easy|1.0000
复旦大学|medium|1.0000
山东大学|easy|4.5000
山东大学|medium|3.0000
浙江大学|easy|5.0000
浙江大学|medium|2.0000

原站题解

上次编辑到这里,代码来自缓存 点击恢复默认模板

Mysql 解法, 执行用时: 37ms, 内存消耗: 6384KB, 提交时间: 2021-12-18

SELECT university,difficult_level,count(qp.question_id) /count(distinct qp.device_id) avg_answer_cnt
FROM question_practice_detail qp 
    left join user_profile u on qp.device_id=u.device_id
    left join question_detail qd on qp.question_id=qd.question_id  
group by university,difficult_level

Mysql 解法, 执行用时: 37ms, 内存消耗: 6384KB, 提交时间: 2021-12-16

SELECT
    a. university, c. difficult_level, count(b. question_id)/count(distinct a. device_id) avg_answer_cnt
from
    user_profile a
JOIN
    question_practice_detail b on a. device_id = b. device_id
JOIN
    question_detail c on b. question_id = c. question_id
GROUP BY a. university, c. difficult_level

Mysql 解法, 执行用时: 37ms, 内存消耗: 6392KB, 提交时间: 2022-01-27

select university,c.difficult_level,count(b.result)/count(distinct a.device_id)
from user_profile as a
INNER join question_practice_detail as b
on a.device_id = b.device_id
left join question_detail as c
on b.question_id = c.question_id

group by university,difficult_level

Mysql 解法, 执行用时: 37ms, 内存消耗: 6392KB, 提交时间: 2021-12-31

SELECT u.university, q1.difficult_level, 
COUNT(q.question_id) / COUNT(DISTINCT q.device_id) AS avg_answer_cnt
FROM question_practice_detail AS q 
LEFT OUTER JOIN user_profile AS u 
ON u.device_id = q.device_id 
LEFT OUTER JOIN question_detail AS q1 
ON q.question_id = q1.question_id
GROUP BY u.university, q1.difficult_level;

Mysql 解法, 执行用时: 37ms, 内存消耗: 6392KB, 提交时间: 2021-12-01

#不同学校不同难度平均答题数
#不同学校 group by university
#不同难度 group by difficult_level
#平均答题数 count(question_id)/count(distinct device_id)
#left join 即可
select university,
       difficult_level,
       count(qpd.question_id)/count(distinct qpd.device_id)
       as avg_answer_cnt
from question_practice_detail as qpd
left join user_profile as up
     on qpd.device_id=up.device_id
left join question_detail as qd
     on qpd.question_id=qd.question_id
group by university,difficult_level