I have table like following,and I would like to transform them.
year month week type count 2021 1 1 A 5 2021 1 1 B 6 2021 1 1 C 7 2021 1 2 A 0 2021 1 2 B 8 2021 1 2 C 9
I’d like to pivot like following.
year month week A B C 2021 1 1 5 6 7 2021 1 2 0 8 9
I tried like following statement, but it returned a lot of null columns. And I wonder I must add columns one by one when new type will be added.
select year, month, week, case when type in ('A') then count end as A, case when type in ('B') then count end as B, case when type in ('C') then count end as C, from table
If someone has opinion, please let me know. Thanks
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Answer
You can either use the FILTER
clause:
SELECT year, month, week, MAX("count") FILTER (WHERE type = 'A') as A, -- 2 MAX("count") FILTER (WHERE type = 'B') as B, MAX("count") FILTER (WHERE type = 'C') as C FROM mytable GROUP BY year, month, week -- 1 ORDER BY year, month, week
or you can use the CASE
clause:
SELECT year, month, week, MAX (CASE WHEN type = 'A' THEN "count" END) AS A, MAX (CASE WHEN type = 'B' THEN "count" END) AS B, MAX (CASE WHEN type = 'C' THEN "count" END) AS C FROM mytable GROUP BY year, month, week ORDER BY year, month, week
- In both cases you need to perform a
GROUP BY
action. - This makes an aggregation function necessary, like
MAX()
orSUM()
. Finally you need to apply a kind of filter (CASE
orFILTER
) to only aggregate the related data.
Additionally: Please note that the words count
, year
, month
, week
are keywords of SQL. To avoid any complications you should think about other column names.