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WITH | |
recruits AS ( | |
SELECT recruiter_id AS user_id | |
, item_name | |
, COUNT(DISTINCT recruited_id) AS recruits | |
FROM recruit_table | |
WHERE created_at::DATE BETWEEN '2017-01-01'-180 AND '2017-01-08' | |
GROUP BY 1, 2 | |
) | |
, shares AS ( | |
SELECT user_id | |
, item_name | |
, COUNT(DISTINCT created_at::DATE) AS days_shared | |
, COUNT(DISTINCT location) AS channels_shared | |
FROM share_table | |
WHERE created_at::DATE BETWEEN '2017-01-01'-180 AND '2017-01-08' | |
GROUP BY 1, 2 | |
) | |
, action AS ( | |
SELECT user_id | |
, created_at | |
, item_name | |
FROM action_table | |
WHERE created_at::DATE BETWEEN '2017-01-01'-180 AND '2017-01-08' | |
GROUP BY 1, 2, 3 | |
) | |
, influence AS ( | |
SELECT user_id | |
, recruit_score | |
, share_score | |
, days_share_score | |
, channel_share_score | |
, NTILE(100) OVER | |
( | |
ORDER BY | |
recruit_score DESC | |
, share_score DESC | |
, days_share_score DESC | |
, channel_share_score DESC | |
) | |
FROM ( | |
SELECT a.user_id | |
-- , COUNT(DISTINCT a.item_name) AS item | |
, SUM(c.recruits)*COUNT(DISTINCT c.item_name) AS recruit_score | |
, COUNT(DISTINCT b.item_name)*COUNT(DISTINCT c.item_name) AS share_score | |
, SUM(b.days_shared)/COUNT(DISTINCT b.item_name)*COUNT(DISTINCT c.item_name) AS days_share_score | |
, SUM(channels_shared)/COUNT(DISTINCT b.item_name)*COUNT(DISTINCT c.item_name)::FLOAT AS channel_share_score | |
FROM action a | |
LEFT JOIN shares b | |
ON a.user_id = b.user_id | |
AND a.item_name = b.item_name | |
LEFT JOIN recruits c | |
ON a.user_id = c.user_id | |
AND a.item_name = c.item_name | |
WHERE c.recruits > 0 | |
GROUP BY 1 | |
) | |
GROUP BY 1, 2, 3, 4, 5 | |
ORDER BY 2 DESC, 3 DESC, 4 DESC, 5 DESC | |
) | |
SELECT a.ntile | |
, COUNT(DISTINCT a.user_id) AS users | |
FROM influence a | |
GROUP BY 1 | |
ORDER BY 1; |
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