I need to do the following transpose in MS SQL
from:
Day A B
---------
Mon 1 2
Tue 3 4
Wed 5 6
Thu 7 8
Fri 9 0
To the following:
Value Mon Tue Wed Thu Fri
--------------------------
A 1 3 5 7 9
B 2 4 6 8 0
I understand how to do it with PIVOT when there is only one column (A) but I can not figure out how to do it when there are multiple columns to transpose (A,B,...)
Example code to be transposed:
select LEFT(datename(dw,datetime),3) as DateWeek,
sum(ACalls) as A,
Sum(BCalls) as B
from DataTable
group by LEFT(datename(dw,datetime),3)
Table Structure:
Column DataType
DateTime Datetime
ACalls int
BCalls int
Any help will be much appreciated.
In order to transpose the data into the result that you want, you will need to use both the UNPIVOT and the PIVOT functions.
The UNPIVOT function takes the A and B columns and converts the results into rows. Then you will use the PIVOT function to transform the day values into columns:
select *
from
(
select day, col, value
from yourtable
unpivot
(
value
for col in (A, B)
) unpiv
) src
pivot
(
max(value)
for day in (Mon, Tue, Wed, Thu, Fri)
) piv
See SQL Fiddle with Demo.
If you are using SQL Server 2008+, then you can use CROSS APPLY with VALUES to unpivot the data. You code would be changed to the following:
select *
from
(
select day, col, value
from yourtable
cross apply
(
values ('A', A),('B', B)
) c (col, value)
) src
pivot
(
max(value)
for day in (Mon, Tue, Wed, Thu, Fri)
) piv
See SQL Fiddle with Demo.
Edit #1, applying your current query into the above solution you will use something similar to this:
select *
from
(
select LEFT(datename(dw,datetime),3) as DateWeek,
col,
value
from DataTable
cross apply
(
values ('A', ACalls), ('B', BCalls)
) c (col, value)
) src
pivot
(
sum(value)
for dateweek in (Mon, Tue, Wed, Thu, Fri)
) piv
Related
I have a start year and an end year, say 2017 and 2019 for example.
I'd like to create a table with columns year and quarter (eg, 1, 2, 3, 4) between my stated startYear and endYear, and have quarter for the final, endYear, to stop at 2 (it's always forward looking).
Sample desired output below.
year quarter
2017 1
2017 2
2017 3
2017 4
2018 1
2018 2
2018 3
2018 4
2019 1
2019 2
Seems like it should be simple, nothing occurs to me except somewhat clunky methods relying on a loop or UNION or simply inserting values manually into the table.
Just another option... an ad-hoc tally table in concert with a Cross Join
Example
Declare #Y1 int = 2017
Declare #Y2 int = 2019
Select *
From ( Select Top (#Y2-#Y1+1) Year=#Y1-1+Row_Number() Over (Order By (Select NULL)) From master..spt_values n1 ) A
Cross Join (values (1),(2),(3),(4)) B([Quarter])
Returns
Year Quarter
2017 1
2017 2
2017 3
2017 4
2018 1
2018 2
2018 3
2018 4
2019 1
2019 2
2019 3
2019 4
Use a recursive CTE:
with yq as (
select 2017 as yyyy, 1 as qq
union all
select (case when qq = 4 then yyyy + 1 else yyyy end),
(case when qq = 4 then 1 else qq + 1 end)
from yq
where yyyy < 2019 or yyyy = 2019 and qq < 2
)
select *
from yq;
If the table will have more than 100 rows, you will also need option (maxrecursion 0).
Here is a db<>fiddle.
This solution is very similar to the one by John, but it doesn't depend on a system table.
Declare #Y1 int = 2017;
Declare #Y2 int = 2019;
WITH
E(n) AS(
SELECT n FROM (VALUES(0),(0),(0),(0),(0),(0),(0),(0),(0),(0))E(n)
),
E2(n) AS(
SELECT a.n FROM E a, E b
),
E4(n) AS(
SELECT a.n FROM E2 a, E2 b
),
cteYears([Year]) AS(
SELECT TOP (#Y2-#Y1+1)
ROW_NUMBER() OVER(ORDER BY (SELECT NULL)) + #Y1 - 1 AS [Year]
FROM E4
)
SELECT [Year], [Quarter]
FROM cteYears
CROSS JOIN (VALUES (1),(2),(3),(4)) Q([Quarter]);
Let me to propose a recursve query for you:
WITH prepare AS
(
SELECT tbl.year
FROM (VALUES (2017) ) AS tbl(year) -- for example, start year is 2k17
UNION ALL
SELECT year + 1
FROM prepare
WHERE year < 2030 -- and last year is 2030
)
SELECT
year, quarter
FROM prepare
CROSS JOIN ( VALUES (1), (2), (3), (4) ) AS tbl (quarter)
I am using SQL and currently have a large table that contains data for 1000's of accounts sorted by date:
ID July 2018 August 2018 September 2018 …
1 10 20 30
2 50 40 10
3 20 10 80
I need to reshape the table so the table is displayed like this:
ID Month Value
1 July 2018 10
1 August 2018 20
1 September 2018 30
: : :
I don't know how to do this or if this is even possible. I have tried to use the pivot function in SQL but I have not been successful. Is there a way to do this?
You can use APPLY :
SELECT t.id, tt.*
FROM table t CROSS APPLY
( VALUES ('July 2018', [July 2018]),
('August 2018', [August 2018]),
('September 2018', [September 2018])
) tt (Month, Val);
You can use unpivot - it will work in MSSQL
select t.id, up.months, up.value
from tablename t
unpivot
(
value
for months in ([July 2018], [August 2018], [September 2018])
) up;
You can try with the help of UNION operator:
select id, 'July 2018' as Month, July2018 as value from <table>
UNION
select id, 'August 2018' as Month, August2018 as value from <table>
UNION
select id, 'September 2018' as Month, September2018 as value from <table>
I need to get records based on project and year
SELECT
*
FROM
(SELECT
Source,
val,
month
FROM
tbl_OrganicResult
CROSS APPLY
(VALUES ('visitors', visitors),
('UniqueVisitors', UniqueVisitors),
('ReturnVisitors', ReturnVisitors)) cs (Source, val)) A
PIVOT (Max(val)
FOR month IN ([jun], [jul)) pv
I need the records with where condition like
select *
from tbl_OrganicResult
where project = 'Homeocare'
Sample data
ProjectName Month Year visitors UniqueVisitors ReturnVisitors
Homeocare Jun 2015 400 33 22
Homeocare Jul 2015 100 10 8
debug test. Aug 2015 15222 122 120
debug test. Jun. 2015 1500 150 15
debug test. Jul 2015 1400 140 14
I'm getting records like this which is not correct, I mean I'm not getting project wise.
How to add where condition to get like where project - 'homeocare' ?
Getting output like this
Source jun jul
ReturnVisitors 8 120
UniqueVisitors 10 122
Visitors 100 15222
I need records like this
Source jun jul
ReturnVisitors. 22 8
UniqueVisitors. 33 10
Visitors 400 100
Sorry for my mistake of giving wrong data (earlier). Here always getting last 2 records and not used where condition to get records project and year wise.
The where clause should go after the cross apply like this:
SELECT
*
FROM
(
SELECT
Source,
val,
Year,
month
FROM
tbl_OrganicResult
CROSS APPLY
(VALUES ('visitors', visitors),
('UniqueVisitors', UniqueVisitors),
('ReturnVisitors', ReturnVisitors)) cs (Source, val)
WHERE ProjectName = 'Homeocare'
) A
PIVOT ( Max(val) FOR Month IN ([jun], [jul]) ) pv
Unless you only have data for one year in your table this query will get you the max value for a month from any year where you have data recorded for that month, for example if you had 100 visitors in June 15 and 200 visitors in June 14 then the value for June 14 would be selected. This might not be what you want.
I would consider doing something like this instead:
SELECT
Source, [Jun-2015], [Jul-2015]
FROM
(
SELECT
Source,
Val,
MonthYear = CONCAT(Month,'-',Year)
FROM
tbl_OrganicResult
CROSS APPLY
(VALUES ('Visitors', visitors),
('UniqueVisitors', UniqueVisitors),
('ReturnVisitors', ReturnVisitors)) cs (Source, Val)
WHERE ProjectName = 'Homeocare'
) A
PIVOT ( MAX(Val) FOR MonthYear IN ([Jun-2015], [Jul-2015]) ) pv ;
in your case you have three months but you are looking for july in place of june and August in place of july just add alias names for those columns
declare #table table (ProjectName varchar(20), Month varchar(20), Year varchar(20), visitors INT, UniqueVisitors INT, ReturnVisitors INT)
insert into #table (ProjectName,Month,Year,visitors,UniqueVisitors,ReturnVisitors)values
('Homeocare' , 'Jun' , 2015 , 400 , 33 , 22),
('Homeocare' , 'Jul' , 2015 , 100 , 10 , 8),
('debug test', 'Aug' , 2015 , 15222 , 122 , 120 )
SELECT source,JUN as Jul,jul as aug FROM (SELECT Source,
val,
month
FROM #table
CROSS apply (VALUES ('visitors',visitors),
('UniqueVisitors',UniqueVisitors),
('ReturnVisitors',ReturnVisitors)) cs (Source, val)) A
PIVOT (max(val)
FOR month IN ([jun],[Jul],
[Aug])) pv
I need to do the following transpose in MS SQL
from:
Day A B
---------
Mon 1 2
Tue 3 4
Wed 5 6
Thu 7 8
Fri 9 0
To the following:
Value Mon Tue Wed Thu Fri
--------------------------
A 1 3 5 7 9
B 2 4 6 8 0
I understand how to do it with PIVOT when there is only one column (A) but I can not figure out how to do it when there are multiple columns to transpose (A,B,...)
Example code to be transposed:
select LEFT(datename(dw,datetime),3) as DateWeek,
sum(ACalls) as A,
Sum(BCalls) as B
from DataTable
group by LEFT(datename(dw,datetime),3)
Table Structure:
Column DataType
DateTime Datetime
ACalls int
BCalls int
Any help will be much appreciated.
In order to transpose the data into the result that you want, you will need to use both the UNPIVOT and the PIVOT functions.
The UNPIVOT function takes the A and B columns and converts the results into rows. Then you will use the PIVOT function to transform the day values into columns:
select *
from
(
select day, col, value
from yourtable
unpivot
(
value
for col in (A, B)
) unpiv
) src
pivot
(
max(value)
for day in (Mon, Tue, Wed, Thu, Fri)
) piv
See SQL Fiddle with Demo.
If you are using SQL Server 2008+, then you can use CROSS APPLY with VALUES to unpivot the data. You code would be changed to the following:
select *
from
(
select day, col, value
from yourtable
cross apply
(
values ('A', A),('B', B)
) c (col, value)
) src
pivot
(
max(value)
for day in (Mon, Tue, Wed, Thu, Fri)
) piv
See SQL Fiddle with Demo.
Edit #1, applying your current query into the above solution you will use something similar to this:
select *
from
(
select LEFT(datename(dw,datetime),3) as DateWeek,
col,
value
from DataTable
cross apply
(
values ('A', ACalls), ('B', BCalls)
) c (col, value)
) src
pivot
(
sum(value)
for dateweek in (Mon, Tue, Wed, Thu, Fri)
) piv
I need to order the rows based on a month or order rather than alphabecially.
When I run the query below I get the following result
Col Mon Tue Wed Thu Fri
--- --- --- --- --- ---
Feb 1 2 3 4 5
Jan 2 3 4 5 6
Mar 3 4 5 6 7
How can I order it as follows:
Col Mon Tue Wed Thu Fri
--- --- --- --- --- ---
Jan 2 3 4 5 6
Feb 1 2 3 4 5
Mar 3 4 5 6 7
My query:
select *
from
(
select LEFT(datename(dw,datetime),3) as DateWeek,
col,
value
from DataTable
cross apply
(
values ('Jan', JData), ('Feb', FData), ('Mar', MData)
) c (col, value)
) src
pivot
(
sum(value)
for dateweek in (Mon, Tue, Wed, Thu, Fri)
) piv
At the moment I'm replacing the value's line as:
values ('1.Jan', JData), ('2.Feb', FData), ('3.Mar', MData)
I guess there is a better solution
Try this:
select * from DataTable
order by convert(datetime, '2012/'+ Col +'/01')
SQLFiddle
Thanks Wawrzyniec Sz., I figure it out the solution. Adding an additional column does the trick.
For months the code will be as follows:
select col, Mon, Tue, Wed, Thu, Fri
from
(
select LEFT(datename(dw,datetime),3) as DateWeek,
ord,
col,
value
from DataTable
cross apply
(
values ('1','Jan', AVol_Offered), ('2','Feb', OVol_Offered), ('3','Mar', AAHT)
) c (ord, col, value)
) src
pivot
(
sum(value)
for dateweek in (Mon, Tue, Wed, Thu, Fri)
) piv
order by ord
This would apply to other values, for example, if I want to maintain the order listed as C,A,B (which you can not order it asc or des) you will can also use the same code as follows:
select col, Mon, Tue, Wed, Thu, Fri
from
(
select LEFT(datename(dw,datetime),3) as DateWeek,
ord,
col,
value
from DataTable
cross apply
(
values ('1','C', AVol_Offered), ('2','A', OVol_Offered), ('3','B', AAHT)
) c (ord, col, value)
) src
pivot
(
sum(value)
for dateweek in (Mon, Tue, Wed, Thu, Fri)
) piv
order by ord
Thanks for the help/hints