题解|24. 6月份连续登录至少3天的用户数
6月份连续3天登录的用户数
明确题意:
统计6月份连续登录至少为3天的用户数
问题拆解:
- 对每个用户每天登录记录去重,一个一个一天只保留一条。知识点:distinct
- 对每个用户的登录日期按顺序编号。知识点:按顺序编号row_number() over(partition by user_id order by login_date);
- 计算每个用户每次连续的登录天数。知识点:按用户ID、登录日期减去序号(即本次连续登录起始日期)分组group by;统计连续签到天数count();
- 筛选连续登录天数大于等于3的记录。知识点:having
- 统计满足上述条件的用户数,注意一个用户可能有多次连续签到满足条件。知识点:count(distinct user_id)
代码实现:
select count(distinct user_id) as num
from (
select user_id, count(*) as continuous_days
from (
select user_id, login_date,
row_number() over(partition by user_id order by login_date) as rn
from (
select distinct user_id, login_date
from logintb
where login_date between "2021-06-01" and "2021-06-30"
) as t_uniq_user_login
) as t_login_rn
group by user_id, DATE_SUB(login_date, INTERVAL rn day)
having continuous_days>=3
) as t_login_ge3