Reputation: 301
My company ran a series of TV ads and we're measuring the impact by changes in our website traffic. I would like to determine the cost per session we saw generated, based on the cost of each ad.
The trouble is, the table this is referencing has duplicate data, so my currently cost_per_session isn't counting right.
What I have so far:
.
SELECT DISTINCT tadm.timestamp AS ad_time
, tadm.media_outlet AS media_outlet
, tadm.program AS program
, tadm.client_net_cleared AS client_net_cleared
, SUM(tadm.before_ad_sum) AS before_ad_sessions
, SUM(tadm.after_ad_sum) AS after_ad_sessions
, (SUM(tadm.after_ad_sum) - SUM(tadm.before_ad_sum)) AS diff
, CASE WHEN tadm.client_net_cleared = 0 THEN null
WHEN (SUM(tadm.after_ad_sum) - SUM(tadm.before_ad_sum)) <1 THEN null
ELSE (tadm.client_net_cleared/(SUM(tadm.after_ad_sum) - SUM(tadm.before_ad_sum)))
END AS cost_per_session
FROM tableau.km_tv_ad_data_merged tadm
GROUP BY ad_time,media_outlet,program,client_net_cleared
Sample data:
ad_time | media_outlet | program | client_net_cleared | before_ad_sessions | after_add_sessions | diff | cost_per_session
---------------------|---------------|----------------|--------------------|--------------------|--------------------|------|-----------------
2016-12-09 22:55:00 | DIY | | 970 | 55 | 72 | 17 | 57.05
2016-12-11 02:22:00 | E! | E! News | 388 | 25 | 31 | 6 | 64.66
2016-12-19 21:15:00 | Cooking | The Best Thing | 428 | 70 | 97 | 27 | 15.85
2016-12-22 14:01:00 | Oxygen | Next Top Model | 285 | 95 | 148 | 53 | 5.37
2016-12-09 22:55:00 | DIY | | 970 | 55 | 72 | 17 | 57.05
2016-12-04 16:13:00 | Headline News | United Shades | 1698 | 95 | 137 | 42 | 40.42
What I need: Only count one instance of each ad when calculating cost_per_session.
EDIT: Fixed the query, had a half completed row where I was failing at doing this before asking the question. :)
Upvotes: 0
Views: 103
Reputation: 108776
Get rid of the DISTINCT
in SELECT DISTINCT
in the first line of your query. It makes no sense in a GROUP BY
query.
If your rows are entirely duplicate, try deduplicating the table before you put it into the GROUP BY
grinder by replacing
FROM tableau.km_tv_ad_data_merged tadm
with
FROM ( SELECT DISTINCT timestamp, media_outlet, program,
client_net_cleared,
before_ad_sum, after_ad_sum
FROM tableau.km_tv_ad_data_merged
) tadm
Upvotes: 1