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KPI Definition
In the world of business intelligence (BI) and reporting, there is an ever increasing demand to be able to Create/
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Calculate KPIs (Key Performance Indicators).
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The
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ability to add and maintain on-the-
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fly KPIs is additionally a vital requirement for all customers. Customers want to be able
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to apply their own type of performance calculation/logic on top of the integrated/aggregated data sources through a BI platform. And this is what eMite's KPI Admin engine intends to achieve. It provides dynamic flexibility from both a measure and dimension standpoint for eMite to realize complex and custom reporting requirements.
There are some slight differences between a KPI and a
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Calculated Measure. You may refer to the dedicated article on Calculated Measures for more details. A Calculated Measure is a new (on-the-fly) measure on top of data
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source/s pre-existing measures, where
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by the outcome is a
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numeric value,
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while a KPI has many angles,
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such as outlined below:
Value - this is same as what we are expecting as a Calculated Measure.
Status - this is a Status logic (value and/or
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color) on KPI.
Trend - this is a Trend logic (side and/or
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color) which shows/indicates the trend of the KPI value. The Trend's side/
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color can be calculated by same KPI's value or by any other KPI's value.
Target - this is a desire value that we wish our KPI to achieve.
Format - KPI normally has a numeric value but that is not limited to a numeric always. It can have some textual values such as "Satisfied", "Below Target" or anything else.
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With Formatting feature, we are able to format and represent our KPI value.
eMite KPI Admin Dashboard
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eMite
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's
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There are two options to access KPI Admin dashboard page:
- Through Web admin Dashboard Page:
- On the main menu of eMite Web admin page, hover the mouse over the Edit Page and select Add Content.
- Select Add Row button on the Add Content page.
- On the Select Datablock page, select KPI Admin then follow the Add button. You should now see the new KPI Admin page added. The page can be re-sized by click on the right corner of the page.
- The first option is the standard method. The eMite web dashboard may refreshes all the pages (including the one you have already opened within KPI Admin page) automatically, or you may need to navigate through other pages. When this happens, you may face a RTBI data-source structure's re-loading experience or even you may loose your page (if didn't save it). Some users want to create/change/publish KPI(s) reports and quickly test the result. These users are likely to experience the re-loading issue more than others, as they need regular page navigation. In this case, you should use the direct KPI Admin URL in another browser or a separate page on the current browser. To find the KPI Admin Dashboard URL, you need to go through first option and then find the URL in header
Contact your eMite administrator or eMite consultants if the page failed to open, probably the settings in back-end have not been configured correctly.
There are three main components on the KPI Admin dashboard page, which allow you to add/edit/delete/publish KPIs in eMite platform. It is IMPORTANT to note that any creation,deletion and edit will be auto-saved, so be careful when making changes within KPI Admin dashboard. The auto-save does not perform the auto-publish (where users can see changes in report designers), the KPI will only be published when the UpdateKPI button is selected (see below on how to Publish).
The Cube name, KPI Group and the KPI
The Cube is a report representation of your single or multiple data sources. In eMite, this sometimes called a Fact Query. The KPI Group is a group contains one or many KPIs.
To view/add/delete or modify KPI Groups and KPI:
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The Threshold, Template, Format String, Status KPI, Trend KPI and Target KPI part
Predefined Calculations
Select the second chevron (∨) on the KPI Dashboard tab to expand the options below.
Template: allows you to select the type of formula/calculation for the KPI. Templates contain one or two sets (maximum of two, Set A or Set B or both) to represent the KPI logic. Each set carries one or more logic and each logic works as a filter on top of data source. Each logic (filter) contains two parts, the Measure and the Dimension member(s).
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SUM(A) = X – This is the sum aggregation of records for a set (Set A) of logic. An example of a KPI for this type could be something like "Number of PI Incidents", which shows the sum of incident records by P1 priority.
SUM(A) / SUM(B) * 100 = X% – This type is use to create percentage KPIs. Set A represents a set of aggregation of Measures filtered by Dimensions and Set B represents second set of aggregation of Measures and Dimensions. An example of the KPI could be a "% Of Closed Incidents within 24 Hours". This KPI shows a percentage of the "number of Incident have been closed from last 24 hours" versus the "number of total incidents have been created or updated from last 24 hours". The percentage is a value from between 0 to 100, however, eMite % KPI calculates the % depends on Set A and Set B. If Set B has smaller number than Set A, then the percentage value would be bigger than 100 which in some cases is this valid.
SUM(A) + SUM(B) = X – The result of this type of KPIs would be the sum of results from Set A and Set B. Each Set can have one or many logic (filter). If in case, you are looking for Set A + Set B + Set C, you need to first build your first KPI (for example call it MyFirstKPI) as Set A + Set B, then publish it (will explain later in this topic), then reload the KPI Amin (to make sure the new KPI, MyFirstKPI, has come through to the list of measures), then you can build second KPI as Set A + Set B, where Set A (or Set B) can use the new KPI, MyFirstKPI, as your measure.
SUM(A) - SUM(B) = X – Similar to SUM(A) + SUM(B), but here the final result is the Set A - Set B
SUM(A) * SUM(B) = X – Similar to SUM(A) + SUM(B), but here the final result is the Set A multiply Set B
SUM(A) = X (include 0) – This is same as "SUM(A) = X" but has one more feature and that is, if the result is empty (null value), it gets converted to zero
AVG(A) = X – This template automatically uses an Average function. Using this function, you got to have a Set A (where your logic are there) with proper measure included and system will return an Average value of that measure against number of records matched your logic
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Visible: When set to false and after publishing your changes, nobody will see that KPI in reporting side, so it is like a hidden KPI. This is actually a cool feature, if a KPI doesn't need to be used by users/reports thru. dashboard, but it can be used to build a second level of KPIs. As an example, imagine you want to calculate the employees' low performance cost (where this KPI can be seen and used from dashboard), but that might use two separate KPIs, one is a fixed value KPI (like $1 per unit of low performance), and you approximately prefer to hide it of reporting side, and the second one which is the actual low performance value KPI, calculates the performance.
Submit: Sometimes, you are in a middle of creating a KPI, but that is not ready to be published, but another person may want to publish changes (Publish from any body will publish changes from all people using KPI Admin dashboard), so setting this field to false means, it is in Draft mode and even trying to publishing the changes, the System wouldn't look at that at all.
Format String:Using MS Analysis version of eMite, that feature is to wrap the KPI value to a specific format. eMite's MS Analysis version supports "Standard,Currency,Percent,Short Date,Long Date,0, Long Date, "#,##0.00;-#,##0.00", "$#,##0.00;-$#,##0.00", "#,##0.00 %;-#,##0.00 %", "d/MM/yyyy" and "dddd, d MMMM yyyy". (For more clarification, refer to: https://msdn.microsoft.com/en-AU/library/ms146084.aspx). In RTBI, you can choose "Standard", "Currency" or "Percent" and the KPI will be shown in proper format in all places, like Status block, report and ...
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Trend KPI: tempalte SUM(A) / SUM(B) * 100 = X%
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Base KPI: "Number of Open Incidents", Trend KPI linked to base KPI: "Growth of Closing Incidents" --> Let's say, yesterday, "Number of Open Incidents" was 120 and now is 118. "Growth of Closing Incidents" for today is -2. As the growth rate is below one, so the Trend is DOWN, but is that a Good down or a BAD down! Well, that depends on threshold boundaries of KPI "Growth of Closing Incidents". Let's say we set threshold boundaries as Red >= -5 & Green < -5. So in this case, even the growth is DOWN (good news) but that is not still satisfying us, as we are expecting to a 5 level growth in each day, so we get Red DOWN. #** Base KPI: "% Of of Closed Incidents", Trend KPI linked to base KPI: "Growth of Closing Incidents" --> Let's say, yesterday, "% of Closed Incidents" was 56% and now is 64%. "Growth of Closing Incidents" for today is 8%. As the growth rate is over one, so the Trend is UP, but is that a Good up or a BAD up! Well, that depends on threshold boundaries of KPI "Growth of Closing Incidents". Let's say we set threshold boundaries as Red <= 10% & Green >10%. So in this case, even the growth is UP (good news) but that is not still satisfying us, as we are expecting to a 10 level growth in each day, so we get Red UP.
Target KPI: Target is a value which can help you to understand how close are your KPI from what you are expecting as your desire value. How much you are expecting to sell in current financial year is a Target for your selling KPI. Same as Trend KPI, you can see that value in Score Board and if no KPI has been linked to TargetKPI of a KPI, the Target would come from the first value of threshold boundaries.
Description: Just put your own description about the KPI and explain the logic, then anybody looks at your KPI, they can understand the reason and logic of your KPI.
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Another (secondary) KPI can be created and linked to StatusKPI of the main KPI. In this case, the main KPI doesn't need any boundaries (the defaults can be left or deleted), instead, the second KPI MUST have the right expressions and colors.
When a value of another Dimension can be used in expressions. As an example, imagine, if the "Number Of Open Incidents" (as a main KPI) is 10, then you want to see it as Red, if "Number of P1 Priority Incidents" are over 3 or "Number of P2 Priority Incidents" are over 8 and so on. In this case, you need to first select a member of a dimension (P1 from Priority), then press "Add" button of Threshold Boundaries, and put your own expression later on.
Logic (Filters)
Simple Click Through
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Publish
Once you created/edited/deleted your KPIs, you need to publish them to RTBI engine. Remember, any change in KPI Admin is auto-save except publishing to RTBI. To do that, simple press "UpdateKPI" button from section one. The publish method will analyse all KPIs and their logic and will notify to you if there is an error and ask you to fix them before publishing anything.
Examples
In this section, you will see how you can create different types of KPIs and how they look like in MDX format.
- SUM(A) = X --> That just needs a Set A, but Set A itself may have one or many filters.
SUM({[Priority].[Priority].[1],[Priority].[Priority].[2]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count]) - SUM(A) = X (including 0) --> This is same as SUM(A)=X where when the result is Null or Empty, that gets converted to Zero
- SUM(A) + SUM(B) = X --> This needs two Sets
SUM({[Priority].[Priority].[1]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
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SUM({[Priority].[Priority].[2]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count]) - SUM(A) - SUM(B) = X --> This needs two Sets
SUM({[Priority].[Priority].[1]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
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SUM({[Priority].[Priority].[2]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
- SUM(A)/SUM(B) = X --> This needs two Sets
SUM({[Priority].[Priority].[1]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
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SUM({[Priority].[Priority].[2]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
- SUM(A)*SUM(B) = X --> This needs two Sets
SUM({[Priority].[Priority].[1]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
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SUM({[Priority].[Priority].[2]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
- SUM(A)/SUM(B) * 100 = X --> This needs two Sets
SUM({[Priority].[Priority].[1]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
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SUM({[Priority].[Priority].[2]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
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100
- SUM(A)/SUM(B) * X --> This needs two Sets and supported by eMite, but doesn't have any Template.
SUM({[Priority].[Priority].[1]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
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SUM({[Priority].[Priority].[2]} * {[u_status].[u_status].[Pending],[u_status].[u_status].[Pending 3rd Party],[u_status].[u_status].[Pending Approval]} * [Measures].[incident Count])
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X
- AVG(A) = X --> This needs just one Set , but the result is as : SUM(A)/COUNT(A) which returns the Average
Advanced
The Advanced template is the one without any Set! In fact, it gives you a plain text environment to write your own MDX query. In eMite MS Analysis version, all kinds of MDX queries are supported but in RTBI, only Case statements are supported. The Case statements are doing a lot job, but the result is always a numerical value which as part of KPI value is Ok. Below are few examples on MS Analysis and RTBI MDX queries:
- MS Analysis:
This returns the total Incident Time Spent (Closed Date - Open Date) for the top 5 (Assigned Group, Priority), means whatever Assigned Group spent more time on whatever Priority.
SUM( TopCount ({[AssignGroup].[AssignGroup].Members * [Priority].[Priority].Members} , 5 , [Measures].[Incident Time Spent] ) )
This returns number of Incident records from start of the year to August 2003
Count( PeriodsToDate( [Created].[Created].[Year], [Created].[Created].[August 2003] )
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- @Functions: All these kinds of functions need to be aware of how to use Date dimensions, so carefully follow the format. The format must be: "[DateDim].[DateDim].[Hour] Operator @FUNCTION", "[DateDim].[DateDim].[Date] Operator @FUNCTION", "[DateDim].[DateDim].[MonthAndYear] Operator @FUNCTION" or "[DateDim].[DateDim].[Year] Operator @FUNCTION", examples are:</span> [Assessmentdate].[Assessmentdate].[Date] , [Assessmentdate].[Assessmentdate].[Hour] , [Assessmentdate].[Assessmentdate].[MonthAndYear] or [Assessmentdate].[Assessmentdate].[Year]
- @Today: [Assessmentdate].[Assessmentdate].[Date] < @Today
- @Now : [Assessmentdate].[Assessmentdate].[Hour] <= @Now
- @Yesterday: [Assessmentdate].[Assessmentdate].[Date] >= @Yesterday
- @ThisMonthAndYear: [Assessmentdate].[Assessmentdate].[MonthAndYear] = @ThisMonthAndYear
- @LastMonthAndYear: [Assessmentdate].[Assessmentdate].[MonthAndYear] = @LastMonthAndYear
- @LastYear: [Assessmentdate].[Assessmentdate].[Year] >= @LastYear
- @ThisYear: [Assessmentdate].[Assessmentdate].[Year] < @ThisYear
- @ThisWeek: [Assessmentdate].[Assessmentdate].[Date] >= @ThisWeek
- @OneWeek: [Assessmentdate].[Assessmentdate].[Date] >= @OneWeek
- @LastWeek: [Assessmentdate].[Assessmentdate].[Date] > @LastWeek
- @LastXHours: [Assessmentdate].[Assessmentdate].[Hour] >= @Last72Hours
- @LastXDays: [Assessmentdate].[Assessmentdate].[Date] >= @Last2Days
- @TodayAndLastXDays: [Assessmentdate].[Assessmentdate].[Date] <= @TodayAndLast3Days
- @NextMonthAndYear: [Assessmentdate].[Assessmentdate].[MonthAndYear] <= @NextMonthAndYear
- @NextYear: [Assessmentdate].[Assessmentdate].[Year] <= @NextYear
- @NextWeek: [Assessmentdate].[Assessmentdate].[Date] < @NextWeek
- @NextXHours: [Assessmentdate].[Assessmentdate].[Hour] > @Next48Hours
- @NextXDays: [Assessmentdate].[Assessmentdate].[Date] <= @Next4Days
- @TodayAndNextXDays: [Assessmentdate].[Assessmentdate].[Date] <= @TodayAndNext5Days
KPI Template
Use KPI template page to manage KPI templates
Copy Child Query
Click copy to child fact query button to copy KPI from master fact query to child fact query
Multiple Source & Connections
When "enable multiple source" is checked , Multi Source and Connections dropdown will show if one user domain is mapped to multiple index groups
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KPI Admin engine has different capabilities and features. As you expand this section, you'll get to access more information about the KPI Admin's functionalities.