select pay_ability,concat(round(sum(if(b.overdue=0,0,1))*100/count(*),1),'%') as overdue_ratio #用字段concat函数进行字段连接,把%加上去 from( select a.customer_id,pay_ability,overdue_days,if(overdue_days is null,0,1) as overdue from( select loan_tb.customer_id,pay_ability,overdue_days from loan_tb left join customer_tb on customer_tb.customer_id=loan_tb.customer_id) a) b group by pay_ability order by overdue_ratio desc