Created
July 12, 2020 00:33
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Create 4 user profiles based on user actions
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-- quantitative profiling | |
with profile_1 as ( | |
select user_id | |
from ( | |
select p.user_id as user_id, count(distinct p.item_id) as purchased | |
from user u | |
join tags t on t.id = u.tag_id | |
join purchase p on p.item_id = u.item_id | |
where t.name = 'scarf' | |
group by 1) | |
where purchased between 1 and 50) | |
, profile_2 as ( | |
select user_id | |
from ( | |
select p.user_id as user_id, count(distinct p.item_id) as purchased | |
from user u | |
join tags t on t.id = u.tag_id | |
join purchase p on p.item_id = u.item_id | |
where t.name = 'scarf' | |
group by 1) | |
where purchased >= 51) | |
, profile_3 as ( | |
select user_id | |
from ( | |
select p.user_id as user_id, count(distinct p.item_id) as purchased | |
from purchase p | |
where p.item_id IN (7041398, 7042631, 1392499, 3374713, 1393173, 3523869) | |
group by 1) | |
where purchased between 1 and 50) | |
, profile_4 as ( | |
select user_id | |
from ( | |
select p.user_id as user_id, count(distinct p.item_id) as purchased | |
from purchase p | |
where p.item_id IN (7041398, 7042631, 1392499, 3374713, 1393173, 3523869) | |
group by 1) | |
where purchased >= 51) | |
select count(distinct a.user_id) as profile_1, count(distinct b.user_id) as profile_2, count(distinct c.user_id) as profile_3, count(distinct d.user_id) as profile_4 | |
from users u | |
left join profile_1 a on u.id = a.user_id | |
left join profile_2 b on u.id = b.user_id | |
left join profile_3 c on u.id = c.user_id | |
left join profile_4 d on u.id = d.user_id |
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