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Hi all,
I have been trying to calculate an exponentially weighted moving average for a 7 day period and a 28 day, however I am struggling to pick out the row context in my DAX.
I have listed my measures in the image attached.
I need to be able to identify the value for total distance within my DAX.
I appreciate any help on this.
Thanks in advance.
Sean
Hi @seanmcc ,
We can use the following steps to meet your requirement.
1. Create a Rolling Average 7 day column.
Rolling Average 7 day =
var current_ = 'Table'[Date]
var last_7 = current_ - 7
return
IF(
current_-MIN('Table'[Date])>=6,
CALCULATE(AVERAGE('Table'[Value]),FILTER(ALLSELECTED('Table'),'Table'[Date]<=current_&&'Table'[Date]>last_7)),BLANK())
2. Then create a EWMA 7 day column, we can get the result.
EWMA 7 day column =
VAR currentDate = 'Table'[Date]
VAR minDate =
MIN ( 'Table'[Date] ) + 6
VAR result =
SUMX (
FILTER ( 'Table', 'Table'[Date] > minDate && 'Table'[Date] < currentDate ),
[7 days weighting] * [Value]
* POWER ( 1-[7 days weighting], DATEDIFF ( [Date], currentDate, DAY ) )
)
+ CALCULATE (
SUM ( 'Table'[Rolling Average 7 day] ),
'Table',
'Table'[Date] = minDate
)
* POWER ( 1-[7 days weighting], DATEDIFF ( minDate, currentDate, DAY ) ) + [Value] * [7 days weighting]
RETURN
IF (
currentDate < minDate,
BLANK (),
IF ( currentDate = minDate, [Rolling Average 7 day], result )
)
3. Or we also can create a measure to get the same result.
EWMA 7 day Measure =
VAR currentDate = MAX('Table'[Date])
VAR minDate =
CALCULATE(MIN ( 'Table'[Date] ),ALLSELECTED('Table')) + 6
VAR result =
SUMX (
FILTER ( ALLSELECTED('Table'), 'Table'[Date] > minDate && 'Table'[Date] < currentDate ),
[7 days weighting] * 'Table'[Value]
* POWER ( 1-[7 days weighting], DATEDIFF ( [Date], currentDate, DAY ) )
)
+ CALCULATE (
SUM ( 'Table'[Rolling Average 7 day] ),
ALLSELECTED('Table'),
'Table'[Date] = minDate
)
* POWER ( 1-[7 days weighting], DATEDIFF ( minDate, currentDate, DAY ) ) + CALCULATE(SUM('Table'[Value])) * [7 days weighting]
RETURN
IF (
currentDate < minDate,
BLANK (),
IF ( currentDate = minDate, CALCULATE(SUM([Rolling Average 7 day])), result )
)
If it doesn’t meet your requirement, could you please show the exact expected result based on the table that you have shared?
BTW, pbix as attached.
Best regards,
Community Support Team _ zhenbw
If this post helps, then please consider Accept it as the solution to help the other members find it more quickly.
@v-zhenbw-msft Thanks so much for the reply.
Firstly on reviewing my example data, the results I am expecting were incorrect, so apologies.
Please see linked below;
I have already created measures for a 7 day rolling average. I have used your measure provided and manipulated the DAX to include the measure rather than column but I am not getting the expected result.
Thanks for your help
Sean
Can you post sample data in text so that we can experiment on it. I'm also not clear on what you are expecting as a result. Please see this post regarding How to Get Your Question Answered Quickly: https://community.powerbi.com/t5/Community-Blog/How-to-Get-Your-Question-Answered-Quickly/ba-p/38490
I have provided a sample of my data table 'GPS Data Unpivoted'.
This would have multiple players across multiple dates and metrics.
Where
I am trying to create this calculation over a 7 day period and a 28 day period.
Using the example of a 7 day EWMA;
a = 2/(7+1)
x(t) = would be the value for each day (including days where players have no data)
EWMA(t-1) = the EWMA rolling average for previous day
Within the sample data I have created an EWMA 7 day column which is my expceted results.
I hope that helps a bit more?
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