电商数据分析指标计算方式:

  • 商品点展比=点击数÷展示数;
  • 加购率=加购数÷点击数;
  • 成单率=付款数÷加购数;
  • 退货率=退款数÷付款数,

解释:

在2021年10月商品8001被展示了6次,点击了5次,加购了4次,付款了3次,退款了1次,因此点击率为5/6=0.833,加购率为4/5=0.800,成单率为3/4=0.750,退货率为1/3=0.333(保留3位小数);

select product_id,
round(sum(if_click)/count(product_id),3) ctr,
round(if(sum(if_click)>0,sum(if_cart)/sum(if_click),0),3) cart_rate,
round(if(sum(if_cart)>0,sum(if_payment)/sum(if_cart),0),3) payment_rate,
round(if(sum(if_payment)>0,sum(if_refund)/sum(if_payment),0),3) refund_rate
from tb_user_event
where date_format(event_time,'%Y-%m')='2021-10'
group by product_id
having refund_rate<=0.5
order by product_id asc;