[英]Querying average and rolling 12 month average
我希望能夠找出每個客戶的更改數量的最近12個月的每月平均值和滾動平均值。
SELECT
crq_requested_by_company as 'Customer',
COUNT(crq_number) as 'Number of Changes'
FROM
change_information ci1
GROUP BY
crq_requested_by_company
目前,我只是對總數進行計數,結果如下所示
crq_requested_by_company count
A 4
B 2
C 2269
D 7696
E 110
F 91
G 33
我將使用的日期列稱為“ start_date”。
我假設需要GETDATE()
來計算最近12個月的滾動平均值。
評論后的其他信息:
使用代碼
;WITH CTE as
(
SELECT
crq_requested_by_company as Customer,
COUNT(crq_number) Nuc,
dateadd(month, datediff(month, 0, crq_start_date),0) m
FROM
change_information ci1
WHERE
crq_start_date >= dateadd(month,datediff(month, 0,getdate()) - 12,0)
GROUP BY
crq_requested_by_company,
datediff(month, 0, crq_start_date)
)
SELECT
Customer,
avg(Nuc) over (partition by Customer order by m) running_avg,
m start_month,
avg(Nuc) over (partition by Customer) simply_average
FROM
CTE
ORDER BY Customer, start_month
這給出了結果
Customer running_avg start_month simply_average
A 8 01/01/2016 00:00 13
A 10 01/02/2016 00:00 13
A 10 01/03/2016 00:00 13
A 11 01/04/2016 00:00 13
A 14 01/05/2016 00:00 13
A 13 01/06/2016 00:00 13
B 1 01/01/2016 00:00 1
C 3 01/01/2016 00:00 2
C 3 01/02/2016 00:00 2
C 2 01/03/2016 00:00 2
C 2 01/04/2016 00:00 2
C 2 01/05/2016 00:00 2
C 2 01/06/2016 00:00 2
它看起來應該像這樣,所以上面結果的平均值-上面6個月的平均值(我目前只有6個月的數據,最終需要為12個月)
Customer avg_of_running_avg
A 11
B 1
C 2
嘗試此操作,它應使用運行平均值來運行於sqlserver 2012:
;WITH CTE as
(
SELECT
crq_requested_by_company as Customer,
COUNT(crq_number) Nuc,
dateadd(month, datediff(month, 0, start_date),0) m
FROM
change_information ci1
WHERE
start_date >= dateadd(month,datediff(month, 0,getdate()) - 12,0)
GROUP BY
crq_requested_by_company,
datediff(month, 0, start_date)
)
SELECT
Customer,
avg(Nuc) over (partition by Customer order by m) running_avg,
m start_month,
avg(Nuc) over (partition by Customer) simply_average
FROM
CTE
ORDER BY Customer, start_month
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