Hi everyone,
I'm using Power BI desktop working on a reporting task, and have been struggling with the following problem for days. I'm quite new to Power BI and have very basic DAX knowledge.
Here are the tables (relevant columns) I'd like to use to do the calculation:
Project:
ID, StartDate, EndDate
E.g.
P00000, 01/01/2016, 31/03/2016, $1200, 3, $400, WIP
P11111, 02/02/2016, 28/02/2016, $100, 1, $100, WIP
P222222, 01/02/2016, 15/03/2016, $400, 2, $200, Unsolicited
PRPlan:
ID, AddedValue, Duration(Month), AddedValue/Month, Type
E.g.
P00000, $1200, 3, $400, WIP
P11111,$100, 1, $100, WIP
P222222, 400, 2, $200, Unsolicited
**The relationship between Project and PRPlan is one-one.**
Date:
Period, Date, Day, Month, Quarter, Year
E.g.
Jan 2016, 01/01/2016, 1, 1, 1, 2016
Feb 2016, 01/02/2016, 1, 2, 1, 2016
Mar 2016, 01/03/2016, 1, 3, 1, 2016
**This is a new table created using DateTable = CALENDAR (MINX(PR, PR[StartDate]), MAXX(PR,PR[EndDate]))**
I'd like to sum the AddedValue/Month by Period and Type (add up AddedValue/Month of all applicable projects together, that is of a specific type that occurs in a specific period), so the end result should look like this based on the sample data:
Period, WIP, Unsolicited
E.g.
Jan 2016, $400, 0
Feb 2016, $500, $200
Mar 2016, $400, $200
I've tried to add a new column using sumx which returns nothing:
WIP = SUMX(filter(PRPlan, PRPlan[Type] = "WIP"), IF(AND(RELATED(PR[StartDate]) <= DateTable[Date], RELATED(PR[EndDate]) >= DateTable[Date]), SUM(RPPlan[Added Value/Month])))
I've tried CALCULATE(SUM(...), FILTER(...)) as well using similar logic, and I guess the major concern here is that these two tables do not have direct relationship.
Could anyone please give me any hint how to achieve this?
Thanks a lot in advance,
Olivia
Solved! Go to Solution.
@starmoonknight For simplicity ( also is easier & better to use ) I used only one table 'Projects'..You can use RELATED() to bring all data to one table or Merge them with powerquery before load.
Projects table
ID Start End AddedValue/Month Type 1 01/01/2016 31/03/2016 400 WIP 2 02/02/2016 28/02/2016 100 WIP 3 01/02/2016 15/03/2016 200 Unsolicited
Importand: You must not have a relationship between Dates table & Project..
Create this measure that sums the monthly added value for every month/period that the project start & end date are between the selected period.
ValueAdded = CALCULATE ( SUM( Project[AddedValue/Month] ); FILTER ( Project; Project[Start] <= CALCULATE ( MAX ( Dates[Date]) ) ); FILTER ( Project; Project[End] >= CALCULATE ( MIN ( Dates[Date] ) ) ) )
I add the result in a matrix table with Dates[Period] on rows and as column add Project[Type]
Please note that this will sum projects even if they have even on day in a month..
For more on the subject check this great post by Gerhard Brueckl
http://blog.gbrueckl.at/2014/12/events-in-progress-for-time-periods-in-dax/
@starmoonknight The reason is that based on the structure of your data the formula calculates the Mothly Added Value which when you have a month in row ( also filter context ) it sums for every project that is active the monthly sum. Which is ok. But for the total row it also calculates correct the Monthly Added value for all projects since there is no filter on dates, that means that results to the monthly added value for all projects and not the sum of all months.
Not sure if I explained well enough
example
ID Start End AddedValue/Month Type 1 01/01/2016 31/03/2016 400 WIP 2 02/02/2016 28/02/2016 100 WIP 3 01/02/2016 15/03/2016 200 Unsolicited
Assume we have the table above the formula if there is a a month filter i.e.
For January it sums only Project 1 since this is active. = 400
For Februaryit sums Project 1 & 2 & 3 . = 700
For March it sums Project 1 & 3 . = 600
But for total there is no month filter and it sums all the column = 700
So it is working correct.
You can try the formula SUMX() that will sum all the month values
ValueAddedTotals = SUMX(VALUES(DateTable[Months),[AV])
Which is actually if we extend formulas
AVTotals = SUMX ( VALUES ( DateTable[Months] ); CALCULATE ( SUM ( RPPlan[Added Value/Month] ); FILTER ( RPPlan; RPPlan[start] <= CALCULATE ( MAX ( DateTable[Date] ) ) ); FILTER ( RPPlan; RPPlan[end] >= CALCULATE ( MIN ( DateTable[Date] ) ) ) ) )
Performance will not be good...If I find time I will try to come up with a faster one
Hope that helps and you understand the concept.
@starmoonknight For simplicity ( also is easier & better to use ) I used only one table 'Projects'..You can use RELATED() to bring all data to one table or Merge them with powerquery before load.
Projects table
ID Start End AddedValue/Month Type 1 01/01/2016 31/03/2016 400 WIP 2 02/02/2016 28/02/2016 100 WIP 3 01/02/2016 15/03/2016 200 Unsolicited
Importand: You must not have a relationship between Dates table & Project..
Create this measure that sums the monthly added value for every month/period that the project start & end date are between the selected period.
ValueAdded = CALCULATE ( SUM( Project[AddedValue/Month] ); FILTER ( Project; Project[Start] <= CALCULATE ( MAX ( Dates[Date]) ) ); FILTER ( Project; Project[End] >= CALCULATE ( MIN ( Dates[Date] ) ) ) )
I add the result in a matrix table with Dates[Period] on rows and as column add Project[Type]
Please note that this will sum projects even if they have even on day in a month..
For more on the subject check this great post by Gerhard Brueckl
http://blog.gbrueckl.at/2014/12/events-in-progress-for-time-periods-in-dax/
Thanks a lot Konstantinos,
I've tried you way, and it worked! Really appreciate that!
I once made a mistake that I created a new column rather than a new measure, and it turned out than new column with the same formula stilled caused a relationship not identified error. Just wondering how can I tell whether I should create a new measure or a new column when it comes to some calculated/aggregated values.
By the way, I've got another table, Prospects, which has three relevant fields (start, end, addedValue/Month) and is not related to any other table, but the manager would like to sum the AddedValue together with other projects, and show the Type as "Expected". I guess I might need to merge Prospects and Project?
Anyway, I'll have some exploration myself, and thank you so much again,
Olivia
@starmoonknight You are welcome.
You need to create the same exact measure for the Prospects table and then create a new measure that is the sum of Projects & Prospects addedvalue
Expected added value = [AddedValue] + [ProspectsAddedValue]
It will work fine with fields from date table like months etc. You can try it
edit: You almost always need a relationship for when you need to filter with values from other tables except when this exact problem occurs ( Event in progress ) when you need a calculation for active sum, count between 2 dates.
Thanks again, Konstantinos.
I've successfully completed the task, in a slightly differnt way. Anyway, thank you so much, your reply really helped a lot!
Hi @konstantinos,
Sorry to bother you again, but I just noticed that the Total auto-calculated by the Matrix is not the sum of Added Values of all the periods, could you please suggest any possible reasons?
Here is my formula for AV
AV =
CALCULATE(
SUM(RPPlan[Added Value/Month]),
FILTER(
RPPlan,
RPPlan[start]<= CALCULATE(MAX( DateTable[Date]))
),
FILTER(
RPPlan,
RPPlan[end] >= CALCULATE(MIN(DateTable[Date]))
)
)
I've used filters to play around, and it seems to display the latest value as Total for most cases or higher than the latest value with a little variance.
I've tries the other two ways mentioned in the blog you've shared; however, neither did not work in my case (can only show one dimension and get an error if try to add a column, and have exactly the same value for all the periods which is the Total) and gave different results.
AV~1 =
CALCULATE (
SUM(RPPlan[Added Value/Month]),
GENERATE (
VALUES ( DateTable[Date] ),
FILTER (
RPPlan,
CONTAINS (
DATESBETWEEN (
DateTable[Date],
RPPlan[start],
RPPlan[end]
),
[Date], DateTable[Date]
)
)
)
)
AV~2 =
CALCULATE(
SUM(RPPlan[Added Value/Month]),
FILTER(
GENERATE(
SUMMARIZE(
RPPlan,
RPPlan[start],
RPPlan[end]
),
DATESBETWEEN(
DateTable[Date],
RPPlan[start],
RPPlan[end]
)
),
CONTAINS( VALUES(DateTable[Date]),[date], DateTable[Date])
)
)
I used a single card to show the Added Value as well, again, it gives me a wrong number (which is consistent with the Total in the Matrix)
It would be really appreciated if you could give me some hint of the logic of the Total calculated here.
Cheers,
Olivia
@starmoonknight The reason is that based on the structure of your data the formula calculates the Mothly Added Value which when you have a month in row ( also filter context ) it sums for every project that is active the monthly sum. Which is ok. But for the total row it also calculates correct the Monthly Added value for all projects since there is no filter on dates, that means that results to the monthly added value for all projects and not the sum of all months.
Not sure if I explained well enough
example
ID Start End AddedValue/Month Type 1 01/01/2016 31/03/2016 400 WIP 2 02/02/2016 28/02/2016 100 WIP 3 01/02/2016 15/03/2016 200 Unsolicited
Assume we have the table above the formula if there is a a month filter i.e.
For January it sums only Project 1 since this is active. = 400
For Februaryit sums Project 1 & 2 & 3 . = 700
For March it sums Project 1 & 3 . = 600
But for total there is no month filter and it sums all the column = 700
So it is working correct.
You can try the formula SUMX() that will sum all the month values
ValueAddedTotals = SUMX(VALUES(DateTable[Months),[AV])
Which is actually if we extend formulas
AVTotals = SUMX ( VALUES ( DateTable[Months] ); CALCULATE ( SUM ( RPPlan[Added Value/Month] ); FILTER ( RPPlan; RPPlan[start] <= CALCULATE ( MAX ( DateTable[Date] ) ) ); FILTER ( RPPlan; RPPlan[end] >= CALCULATE ( MIN ( DateTable[Date] ) ) ) ) )
Performance will not be good...If I find time I will try to come up with a faster one
Hope that helps and you understand the concept.
Hi @konstantinos,
Your explaination is clear and crystal and I understand what PBI is trying to do with the Total immediately after going through your example.
I'll try to get rid of the automaticaly calculated Total which could be a little confusing to managers and implement the customised total.
Thank you so much for the help!
Cheers,
Olivia
Hi I have similar calculation like this:
1. Main date 2.sub date and amount
i wants to calcualte the sum of subdate which is grater than todays date...
somehow it is showing blank
thanks
Thanks @konstantinos your measure helped me to figure out how to change my calculations into right direction!
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