Averaging aggregated(SUM) values in Spotfire - spotfire

I'm trying to Average aggregated(SUM) values, but my expression keeps doing weighted averages over the whole data set.
Table Structure
REGION SITE_ID MONTH QUANTITY
A 1 01 5
A 1 02 6
A 2 01 4
B 3 01 10
B 3 02 12
Expression
Avg(
Sum([quantity]) over (All([region]))/
UniqueCount([site_id]) over (All([region]))/
UniqueCount([month]) over (All([region]))
) over (All([region]))
To Clarify, I want to average A and B's Monthly Qty per Site
But I keep getting total qty divided by total no of site_ids divided by months

This really depends on where you are going to use it and what the REAL data looks like. This should get you started. Insert this calculated column.
SUM([QUANTITY]) OVER (Intersect([REGION],[MONTH])) / UniqueCount([REGION]) AS [AvgOverRegionByMonth]
This could be inaccurate depending on how the rest of your data looks like. You can also accomplish this in a cross table. The expressions for the Sum and Avg on the example below are as follows:
Sum([QUANTITY]) as [Sum], Sum([QUANTITY]) / Count([REGION]) as [Average]
EDIT
In order to ONLY get the average over the months, use this forumla:
AVG([QUANTITY]) OVER ([MONTH]) as [AvgOverMonth]
Here is what your data will look like:

Related

Doing an operation before SUMIF or MATCH-ing multiple values to multiply before summing

I have an Excel document with multiple small tables in it. Here, each table describes a single project, and at the end of the worksheet, I want to create a summary that doesn't have "hardcoded" locations so that that when the amount of projects (tables) is adjusted, it doesn't break all the formulas. Basically, it looks like this:
A B
1 Project 1
2 Units 200
3 Price / Unit 10
4 Material / Unit 5
5 Handling / Unit 1
6 Total cost 6
7 Profit Margin / Unit 4
8
9 Project 2
10 Units 100
11 Price / Unit 5
12 Material / Unit 1
13 Handling / Unit 1
14 Total cost 2
15 Profit Margin / Unit 3
16
...
19 Summary
20 Units =SUMIF( A$1:A19 ; A20 ; B$1:B19 )
21 Material costs ???
22 Handling costs ???
23 Total Profit ???
Here, there may be an arbitrary amount of projects and I'm unsure how to create a formula that directly calculates the total material costs (and by the same pattern, Handling and Total Profit). For the total units, I can simply use a =SUMIF( A$1:A19 ; A20 ; B$1:B19 ) instead of =B2 + B2 by having the function search col A for the keyword "Units" but in order to do this for the total material costs, I need to multiply first. Eg, it would be =B2*B4 + B10*B12.
My first idea was to use an INDEX MATCH approach to extract a subarray from each table and then sum it all up using SUMPRODUCT however the MATCH function unfortunately only returns the first result and I can't get it to output an array of results (I think this is just a limitation with the function?).
I guess it would also be possible to simply add extra lines to each table to pre-calculate these products, but I don't like that solution as it would give the tables a lot of unnecessary extra bloat and I'd really like to solve this in one formula.
Any help would be greatly appreciated!
I came up with a dirty solution, using SUMPRODUCT formula that works if your using Office 365 :
example calculating total handling cost:
=SUMPRODUCT(FILTER(B:B,A:A="Units"),FILTER(B:B,A:A="Handling / Unit"))
FILTER(B:B,A:A="Units"), returns an array of values on the right of cells containing "Unit"
FILTER(B:B,A:A="Handling / Unit"), returns an array of values on the right of cells containing "Handling / Unit"

How to do calculated values in Excel Pivot Table

I have a table like this:
Year Num Freq. Exam Grade Course
2014 102846 SM SM Astronomy 3
2015 102846 12,6 1,7 NC Astronomy 2
2017 102846 20 11,8 17 Astronomy 2
2015 102846 SM NC Defence Against the Dark Arts 4
2015 102846 11 4,5 NC Herbology 2
2015 102846 15 13,99 14 Herbology 2
I am trying to get the percentage of approved students (Grade >= 10) for each course by year and global average.
I've been trying for nearly 3 hours to do a calculated field but so far the only thing I could get was the sum of each student per year:
I have tried to do a calculated field with = Grade >= 10 hoping that it would give me a list of approved students but it gives me 1.
What am I doing wrong in here? It's my first time working with pivot tables.
I would really recommend to not mix string type (text) together with numbers. It's a horrifying idea and will cause a lot of headache when data will be used for calculations (both Freq. and Grade). Rather I would use 0 or some numeric value to represent the text.
Not recommended, but yes it's doable =)
You need some dummy variable to point out which row is number and which is text. So I created Grade Type. We can now count only the rows that have a number in the Grade column by using Grade Type = Number.
I create a table of the data and add the column Grade Type. I use this formula to get Grade Type:
=IF(ISNUMBER([#Grade]),"Number","Text")
I then create the following measures:
Nr of Approved Students
=COUNTX(FILTER(Table1, Table1[Grade Type]="Number"),
IF((VALUE(Table1[Grade])>=10),VALUE(Table1[Grade]),BLANK()))
First we filter which rows that should be evaluated (COUNTX(<table>,...)). If yes, then only count for rows that fulfill >=10, where VALUE() converts string number to numeric (COUNTX(...,<expression>)).
Nr of Student (w/ Grade Number)
=COUNTX(FILTER(Table1, Table1[Grade Type]="Number"), VALUE(Table1[Grade]))
Count all rows that have a number
Approved (% of Total)
=[Nr of Approved Students]/[Count of Grade]
Setup the PowerPivot Table
Create the PowerPivot and add the data to the data Model
Then create a new measure by clicking your pivot table and then "Measures" -> "New Measure..."
Fill in all the relevant data.
Result should be something like:

Cuberankedmember getting wrong order

I'm trying to create a top3 ranking from a data table varying metrics but each time I get the wrong order from the cuberankedmember, usually misplacing ranks 2 and 3.
The data I'm mostly focused on is regarding sales revenue. Power pivot sums all sales by store, quite straight forward.
From this I use a cubeset formula that captures store name, filtered by a month and year, which the user types in as any day for the month, and set the measure which to sort by (NTS) (code 1).
The cuberankedmember selects the cubeset and defines the position (code 2).
Then the cubevalue selects as members the cuberankedmember, filters once again month and year, then pulls in the measure (code 3).
E4 is the date
Code1 (cell C21):
=CUBESET("ThisWorkbookDataModel";
"NONEMPTY([Store_Dict].[Nome_DSR].children,
([Calendar].[Year].[All].["&YEAR($E$4)&"],
[Calendar].[Month Number].[All].["&MONTH($E$4)&"]))";
"Ranking";
2;
"[Measures].[NTS]")`
`Code2` (cell `D22`):
`=CUBERANKEDMEMBER("ThisWorkbookDataModel";$C$21;1;"a")
`C21` is the `CUBESET` formula
Code3:
CUBEVALUE("ThisWorkbookDataModel";
$D22;
"[Calendar].[Month Number].["&MONTH($E$4)&"]";
"[Calendar].[Year].["&YEAR($E$4)&"]";
"[Measures].[NTS]")
Actual Result:
Ranking Store NTS
1 a 606
2 c 425
3 b 428
Expected result:
Ranking Store NTS
1 a 606
2 b 428
3 c 425

Display the 3rd highest value of each week

I have Data with a Price Column and a Week Column and I want to display the 3rd lowest price for each of those weeks. I know about the Large function and am assuming that there is a way to combine array formulas with that to receive the wanted results but am stuck on that thought.
Setup:
Week| Price
01 100
01 300
01 200
02 500
02 300
02 600
I want to automatically have the 3rd best price for each of those weeks available so Week 1 : 100 and Week 2: 300, keep in mind that each week has way more pricepoints than 3.
If anything is unclear feel free to ask.
Let's suppose your data would fill a table A1:B6.
In column C write the following formula:
=SUMPRODUCT(($A$1:$A$6=A1)*(B1<$B$1:$B$6))+1
This will rank all the values in column B based on the same value of column A. You will end up with the following table:
1 100 3
1 300 1
1 200 2
2 500 2
2 300 3
2 600 1
All you have to do is to take the rank=3.

How to create Power View report tiled by multiple KPIs?

I am trying to create a Power View report tiled by KPIs, is this possible?
An example of my raw data:
Company ID Employee ID Measure numerator denominator
1 01 1 2 5
2 04 1 3 6
3 02 1 0 5
4 03 1 1 2
1 01 2 4 4
2 04 2 2 3
2 06 2 0 6
4 01 2 1 4
I have created a calculated column in Power Pivot using the following DAX function:
RATE:=[numerator]/[denominator]
From this, I want to create KPIs for each measure (each measure has different targets), and use these KPIs as tiles in a Power View report filtered by Company ID and/or Employee ID.
Can this be done?
You cannot tile by KPI. You KPI has to be a measure and you cannot tile by a measure. You can tile by a calculated column or by any original field in your dataset. So you can drop RATE into a TILE BY box.
To use the Measure column or a KPI type icon as the Tile field the best approach might be to use an image for your measure column. See more on including images in Power View here: https://support.office.com/en-ca/article/Images-in-Power-View-84e91b90-b1da-4913-83d6-beada5591fce?ui=en-US&rs=en-CA&ad=CA

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