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Leveraging IBM Cognos TM1
for Merchandise Planning at
Tractor Supply Company
Dan Thomas – Architect, Financial Systems
Tractor Supply Company
Ricky Rielly – Implementation Manager
QueBIT Consulting
Introductions and Company Overviews
TSC Merchandise Planning Solution Overview
 Prior State
 Solution and Implementation
Tips & Tricks for TM1 Perspectives Templates
Q&A
Agenda
2 5/19/2017
QueBIT Overview
Ricky Rielly – Implementation Manager
3 5/19/2017
About QueBIT
 Trusted Experts in Analytics
 15+ years in business with managers on the team who
have been working in area of Analytics for 20+ years
 Full Offerings - Advisory & Implementation Services,
Reseller of IBM Software and Developer of Solutions
 900+ successful Analytics Projects
 450+ analytics customers in all types of industries
 100+ employees with HQ in New York
 Building an experienced team from the ground up
 Deep Expertise in Financial Analytics, Advanced
Analytics, Business Intelligence, and DHW
 Strong focus in Financial Services sector
 Multi-Year Award Winner
QueBIT: Trusted Experts in Analytics
We’re driven to help organizations
improve their agility to make
intelligent decisions that create
value.
This is why we’re committed to
excellence in analytics strategy and
implementation.
Tractor Supply Company Overview
Dan Thomas – Architect, Financial Systems
6 5/19/2017
• Founded in 1938 as a mail order catalog business offering tractor parts to
American farmers
• Today operating in over 1600 stores in 49 states, annual revenue of $6.8B
• Stores primarily located in towns outlying major metropolitan markets and in
rural communities
• Customers include farmers, horse owners, ranchers, part-time and hobby
farmers, and suburban and rural homeowners, as well as contractors and
tradesmen
• Selling products relating to animal care, truck tool and hardware, seasonal
and agricultural products, clothing and gifts
Tractor Supply Company Overview
7 5/19/2017
8 5/19/2017
TSC Merchandise Planning Solution Overview
Ricky Rielly – Implementation Manager
9 5/19/2017
• Initial Merchandise Planning
model implemented in 2014
• Core focus on future scalability
and knowledge transfer
• New models and enhancements
since then
10 5/19/2017
Tractor Supply Company and QueBIT
• Primarily Cognos Enterprise Planning solution
• Supplemented with manual Excel work
• Lack of scalability and manual workarounds
• Inflexibility and difficulty with multiple concurrent users
• Time consuming to administrate and maintain
Tractor Supply Prior State Overview
11 5/19/2017
• Granular, SKU level data loaded to a staging cube
 This data then feeds downstream modules and is used in calculations
• Planning occurs on a rolling basis at a Category level
• Key Item Planning and other additional modules
• Architecture leaves room for future growth
 More products/channels
 Additional modules
TM1 Solution Overview
12 5/19/2017
• Actuals automatically loaded by SKU daily
• Significant time savings
• Greater scalability
• Streamlined process for Merch Planners
• Automated handling of 53rd week comparisons in calculations
• Can handle restatement of Plan and Forecast based on annual hierarchy
realignment
• Flexible and streamlined reporting interface
• Robust and intuitive Planning user experience
TM1 Solution Benefits
13 5/19/2017
Tips & Tricks for TM1 Perspectives Templates
Dan Thomas – Architect, Financial Systems
14 5/19/2017
• Don’t underestimate the importance of the visual aspects within your
templates
• Use outside sources for inspiration (business journals, other BI / analytic
tools, etc.)
• If graphic design is not one of your skills, partner with someone who has a
talent for that
• Incorporating your company logo into templates is a small thing that can
make a big perceived difference
Visual Presentation Tips
15 5/19/2017
• You can use gradient shading to give your headers more “pop”
Format cells> Fill Effects> Gradient: Two Colors, Horizontal
use a differential of at least two tones, lighter color on top
Visual Presentation Tips
16 5/19/2017
• Add alternate row shading in Active Forms containing a large number of
rows and columns
You can add additional levels within the format area.
Here we have added “M” to serve as the alternating format for “N”, and “P” for the total.
You can change the formula for the format identifier in the first column of the first row containing data. Make the cell
references to be relative, not absolute, so that each row of the Active Form is compared to the row above it.
Visual Presentation Tips
17 5/19/2017
TSC Forecast Template – Unique Features
Dan Thomas – Architect, Financial Systems
18 5/19/2017
• Drop downs in Excel for product selection instead of the Subset Editor
Less clicks for the end user to get where they want to go
Should only be used with reasonably sized subsets because there are calculations which
add some overhead
User types in the name of a Product dimension subset (cell A15 in the example below), which powers the available
selections within the drop down menu in cell A14
TSC Forecast Template – Unique Features
19 5/19/2017
To derive the drop down list, hard code a list of index numbers (column B in the example below)
Use the DIMSIZ function to evaluate whether the index number is valid within the dimension
If it is, use the SUBNM function to list the name of the element with that index number
TSC Forecast Template – Unique Features
Drop Downs (2)
20 5/19/2017
Leverage naming conventions for product codes within the dimension to indent based upon the hierarchy level. Use this
output for the drop down.
For product codes within our product hierarchy, Categories start with “C”, Departments start with “D” and buyers start with
“B”. We used IF formulas to indent a certain number of spaces when the first letter of the element met that condition.
There are no product codes in the Go_New_Stores library (only product names), so the example below used the result of the
ELLEV function instead.
TSC Forecast Template – Unique Features
Drop Downs (3)
21 5/19/2017
• Used conditional formatting to alert users when they are in a sandbox version
This may require VBA to determine the name of the active sandbox for that user. If it’s not
equal to “Base” (or blank), then the user is in a sandbox and you can display the conditional
formatting. We chose to use a bright blue bar.
Not in a sandbox version:
In a sandbox version:
TSC Forecast Template – Unique Features
22 5/19/2017
• User Defined Consolidations (UDCs)
User Defined Consolidations allow end users to create a Private customized rollup of
elements. This parameter must be set in the Config file: UserDefinedCalculations=T
To create a User Defined Consolidation:
Step 1 – Create a private subset of elements. We recommend to our users prefixing that name with “udc_” .
TSC Forecast Template – Unique Features
23 5/19/2017
Step 2 – Insert that private subset into a new one to create a rollup.
a) Launch the Subset Editor and remove all visible elements (select all elements in the view and then Delete).
b) Go to Edit>Insert Subset from the top of the Subset Editor. Use the Select Subset drop down to choose the
private subset you had created and click OK.
A rollup for the elements in that subset is then created (udc_Golf Clubs in the example below).
The name of the rollup is the same as the subset you inserted.
c) Save this new subset that contains the rollup (expand before saving). We recommend to our users that they
name this the same as their private subset, without the “udc_” prefix.
Quirks: If you modify your original subset,
the rollup will not automatically update with
those changes.
Depending on how your security is setup,
users might be able to spread from the
rollup.
TSC Forecast Template – Unique Features
User Defined Consolidations (2)
24 5/19/2017
We modified the formulas for the product selection drop downs so that they can handle UDCs.
The rollup element in the UDC does not have an index number within the dimension, so you can modify the formula for the
first element to be equal to the subset name the user enters (the value in cell A15 in the template example).
The UDC rollup is immediately available to the user in the template.
TSC Forecast Template – Unique Features
User Defined Consolidations (3)
25 5/19/2017
• User can change the Year (cell P14 below) so that they can easily access
historical data
• Dynamic Actual / Forecast period headers determined by Time Control
values
• Conditional formatting used to display cells with Write access in white
TSC Forecast Template – Unique Features
26 5/19/2017
• Autocalc VBA to use Perspectives in Manual Calculation mode but behave
like Automatic Calculation mode
Every time there’s a change it executes F9 behind the scenes for the user
Automatic calculation mode was exponentially slower with our models
• Button that uses VBA to export the template to Excel as flat data
Loops through the elements of the active product subset, pastes as values in new file
Creates a separate tab for each element
• To reduce overhead, most variance calculations only exist in Excel
• Assigned a shortcut icon for Perspectives that’s different than Excel so that
users can easily distinguish which Excel session is in Manual calc. mode
Excel 2010 Example (this will launch the TM1 add-in within a new Excel session):
Target: "C:Program Files (x86)Microsoft OfficeOffice14EXCEL.EXE" "C:Program Filesibmcognostm1bintm1p.xla"
TSC Forecast Template – Unique Features
27 5/19/2017
Other Tips
Dan Thomas – Architect, Financial Systems
28 5/19/2017
• Use SUMIF or SUMIFS with Active Forms to create custom subtotals
If you add a string element within a cube and Active Form, it can be used to store descriptions which can then be
leveraged by SUMIF or SUMIFS formulas. These can be used to create “on the fly” customized subtotals in Excel. Since
these descriptions are stored within the cube, the user only needs to enter them once and they are recalled any time they
come back to the Active Form.
Step 1 - Create a string element. This will need to be within the dimension ordered last within the cube. In this example I
have added the “Group” element to the Store Sales Plan dimension (Go_New_Stores sample model).
Step 2 - Add attributes relating to the appropriate number of groups you wish end users to be able to utilize. In this
example, I have added Group 01, Group 02…Group 05 attributes to the Retailers dimension, in order to give end users
the ability to see customized subtotals for up to 5 different product groups by Retailer.
Other Tips
29 5/19/2017
Step 3 - Add the string element to the Active Form with DBRWs so that any entry will be stored within the cube. In this
example I have added a column for the Group element within an existing Active Form pointing to the Store Sales Plan cube.
Step 4 – Several rows below the Active Form, add a section for the customized subtotals. Let the values of each row
represent one of the attribute groups that you created, and add a DBRW to the attribute cube so that the end user can assign
a value for each group as needed.
In this example I have created 5 rows representing each of the 5 Group attributes. The Group column contains DBRWs
which point to their corresponding group attribute (Group 01 - 05) within the }ElementAttributes_Retailers cube.
Other Tips
Use SUMIF or SUMIFs with Active Forms (2)
30 5/19/2017
Step 5 - Use SUMIF or SUMIFS formulas to sum the values within the Active Form if it matches the description entered for
each group attribute. The formulas must extend from the first data row within the Active Form through one line below the last
data row. Use relative, not absolute references so that it becomes dynamic and adjusts to the changing number of rows as
the Active Form is rebuilt.
This becomes a much more powerful feature when a dimension representing context, such as an event, is present within the
cube. In that case the subtotals are event specific, since the data represents the intersection of that particular product group
within that event (using the Retailers dimension in the Go_New_Stores example was a less than ideal substitute).
Other Tips
Use SUMIF or SUMIFs with Active Forms (3)
31 5/19/2017
• You can use Excel and VBA along with TM1 data to create Heat Maps by
state, or any other geographic division in Perspectives
Other Tips
32 5/19/2017
Q&A
34 5/19/2017
Notices and disclaimers
Copyright © 2017 by International Business Machines Corporation (IBM).
No part of this document may be reproduced or transmitted in any form
without written permission from IBM.
U.S. Government Users Restricted Rights — use, duplication or
disclosure restricted by GSA ADP Schedule Contract with IBM.
Information in these presentations (including information relating to
products that have not yet been announced by IBM) has been reviewed
for accuracy as of the date of initial publication and could include
unintentional technical or typographical errors. IBM shall have no
responsibility to update this information. This document is distributed
“as is” without any warranty, either express or implied. In no event
shall IBM be liable for any damage arising from the use of this
information, including but not limited to, loss of data, business
interruption, loss of profit or loss of opportunity. IBM products and
services are warranted according to the terms and conditions of the
agreements under which they are provided.
IBM products are manufactured from new parts or new and used parts.
In some cases, a product may not be new and may have been previously
installed. Regardless, our warranty terms apply.”
Any statements regarding IBM's future direction, intent or product
plans are subject to change or withdrawal without notice.
Performance data contained herein was generally obtained in a
controlled, isolated environments. Customer examples are presented
as illustrations of how those customers have used IBM products and
the results they may have achieved. Actual performance, cost, savings or
other results in other operating environments may vary.
References in this document to IBM products, programs, or services
does not imply that IBM intends to make such products, programs or
services available in all countries in which IBM operates or does
business.
Workshops, sessions and associated materials may have been prepared
by independent session speakers, and do not necessarily reflect the
views of IBM. All materials and discussions are provided for informational
purposes only, and are neither intended to, nor shall constitute legal or
other guidance or advice to any individual participant or their specific
situation.
It is the customer’s responsibility to insure its own compliance with legal
requirements and to obtain advice of competent legal counsel as to
the identification and interpretation of any relevant laws and regulatory
requirements that may affect the customer’s business and any actions
the customer may need to take to comply with such laws. IBM does not
provide legal advice or represent or warrant that its services or products
will ensure that the customer is in compliance with any law.
35 5/19/2017
Notices and disclaimers
continued
Information concerning non-IBM products was obtained from the
suppliers of those products, their published announcements or other
publicly available sources. IBM has not tested those products in
connection with this publication and cannot confirm the accuracy of
performance, compatibility or any other claims related to non-IBM
products. Questions on the capabilities of non-IBM products should be
addressed to the suppliers of those products. IBM does not warrant the
quality of any third-party products, or the ability of any such third-party
products to interoperate with IBM’s products. IBM expressly
disclaims all warranties, expressed or implied, including but not
limited to, the implied warranties of merchantability and fitness
for a particular, purpose.
The provision of the information contained herein is not intended to,
and does not, grant any right or license under any IBM patents,
copyrights, trademarks or other intellectual property right.
IBM, the IBM logo, ibm.com, Aspera®, Bluemix, Blueworks Live, CICS,
Clearcase, Cognos®, DOORS®, Emptoris®, Enterprise Document
Management System™, FASP®, FileNet®, Global Business Services®,
Global Technology Services®, IBM ExperienceOne™, IBM
SmartCloud®, IBM Social Business®, Information on Demand, ILOG,
Maximo®, MQIntegrator®, MQSeries®, Netcool®, OMEGAMON,
OpenPower, PureAnalytics™, PureApplication®, pureCluster™,
PureCoverage®, PureData®, PureExperience®, PureFlex®,
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Rhapsody®, Smarter Commerce®, SoDA, SPSS, Sterling Commerce®,
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WebSphere®, Worklight®, X-Force® and System z® Z/OS, are
trademarks of International Business Machines Corporation, registered
in many jurisdictions worldwide. Other product and service names
might be trademarks of IBM or other companies. A current list of IBM
trademarks is available on the Web at "Copyright and trademark
information" at: www.ibm.com/legal/copytrade.shtml.
Thank you!

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Leveraging IBM Cognos TM1 for Merchandise Planning at Tractor Supply Company - IBM Vision 2017 Conference Session #1093 - QueBIT Consulting

  • 1. Leveraging IBM Cognos TM1 for Merchandise Planning at Tractor Supply Company Dan Thomas – Architect, Financial Systems Tractor Supply Company Ricky Rielly – Implementation Manager QueBIT Consulting
  • 2. Introductions and Company Overviews TSC Merchandise Planning Solution Overview  Prior State  Solution and Implementation Tips & Tricks for TM1 Perspectives Templates Q&A Agenda 2 5/19/2017
  • 3. QueBIT Overview Ricky Rielly – Implementation Manager 3 5/19/2017
  • 4. About QueBIT  Trusted Experts in Analytics  15+ years in business with managers on the team who have been working in area of Analytics for 20+ years  Full Offerings - Advisory & Implementation Services, Reseller of IBM Software and Developer of Solutions  900+ successful Analytics Projects  450+ analytics customers in all types of industries  100+ employees with HQ in New York  Building an experienced team from the ground up  Deep Expertise in Financial Analytics, Advanced Analytics, Business Intelligence, and DHW  Strong focus in Financial Services sector  Multi-Year Award Winner
  • 5. QueBIT: Trusted Experts in Analytics We’re driven to help organizations improve their agility to make intelligent decisions that create value. This is why we’re committed to excellence in analytics strategy and implementation.
  • 6. Tractor Supply Company Overview Dan Thomas – Architect, Financial Systems 6 5/19/2017
  • 7. • Founded in 1938 as a mail order catalog business offering tractor parts to American farmers • Today operating in over 1600 stores in 49 states, annual revenue of $6.8B • Stores primarily located in towns outlying major metropolitan markets and in rural communities • Customers include farmers, horse owners, ranchers, part-time and hobby farmers, and suburban and rural homeowners, as well as contractors and tradesmen • Selling products relating to animal care, truck tool and hardware, seasonal and agricultural products, clothing and gifts Tractor Supply Company Overview 7 5/19/2017
  • 9. TSC Merchandise Planning Solution Overview Ricky Rielly – Implementation Manager 9 5/19/2017
  • 10. • Initial Merchandise Planning model implemented in 2014 • Core focus on future scalability and knowledge transfer • New models and enhancements since then 10 5/19/2017 Tractor Supply Company and QueBIT
  • 11. • Primarily Cognos Enterprise Planning solution • Supplemented with manual Excel work • Lack of scalability and manual workarounds • Inflexibility and difficulty with multiple concurrent users • Time consuming to administrate and maintain Tractor Supply Prior State Overview 11 5/19/2017
  • 12. • Granular, SKU level data loaded to a staging cube  This data then feeds downstream modules and is used in calculations • Planning occurs on a rolling basis at a Category level • Key Item Planning and other additional modules • Architecture leaves room for future growth  More products/channels  Additional modules TM1 Solution Overview 12 5/19/2017
  • 13. • Actuals automatically loaded by SKU daily • Significant time savings • Greater scalability • Streamlined process for Merch Planners • Automated handling of 53rd week comparisons in calculations • Can handle restatement of Plan and Forecast based on annual hierarchy realignment • Flexible and streamlined reporting interface • Robust and intuitive Planning user experience TM1 Solution Benefits 13 5/19/2017
  • 14. Tips & Tricks for TM1 Perspectives Templates Dan Thomas – Architect, Financial Systems 14 5/19/2017
  • 15. • Don’t underestimate the importance of the visual aspects within your templates • Use outside sources for inspiration (business journals, other BI / analytic tools, etc.) • If graphic design is not one of your skills, partner with someone who has a talent for that • Incorporating your company logo into templates is a small thing that can make a big perceived difference Visual Presentation Tips 15 5/19/2017
  • 16. • You can use gradient shading to give your headers more “pop” Format cells> Fill Effects> Gradient: Two Colors, Horizontal use a differential of at least two tones, lighter color on top Visual Presentation Tips 16 5/19/2017
  • 17. • Add alternate row shading in Active Forms containing a large number of rows and columns You can add additional levels within the format area. Here we have added “M” to serve as the alternating format for “N”, and “P” for the total. You can change the formula for the format identifier in the first column of the first row containing data. Make the cell references to be relative, not absolute, so that each row of the Active Form is compared to the row above it. Visual Presentation Tips 17 5/19/2017
  • 18. TSC Forecast Template – Unique Features Dan Thomas – Architect, Financial Systems 18 5/19/2017
  • 19. • Drop downs in Excel for product selection instead of the Subset Editor Less clicks for the end user to get where they want to go Should only be used with reasonably sized subsets because there are calculations which add some overhead User types in the name of a Product dimension subset (cell A15 in the example below), which powers the available selections within the drop down menu in cell A14 TSC Forecast Template – Unique Features 19 5/19/2017
  • 20. To derive the drop down list, hard code a list of index numbers (column B in the example below) Use the DIMSIZ function to evaluate whether the index number is valid within the dimension If it is, use the SUBNM function to list the name of the element with that index number TSC Forecast Template – Unique Features Drop Downs (2) 20 5/19/2017
  • 21. Leverage naming conventions for product codes within the dimension to indent based upon the hierarchy level. Use this output for the drop down. For product codes within our product hierarchy, Categories start with “C”, Departments start with “D” and buyers start with “B”. We used IF formulas to indent a certain number of spaces when the first letter of the element met that condition. There are no product codes in the Go_New_Stores library (only product names), so the example below used the result of the ELLEV function instead. TSC Forecast Template – Unique Features Drop Downs (3) 21 5/19/2017
  • 22. • Used conditional formatting to alert users when they are in a sandbox version This may require VBA to determine the name of the active sandbox for that user. If it’s not equal to “Base” (or blank), then the user is in a sandbox and you can display the conditional formatting. We chose to use a bright blue bar. Not in a sandbox version: In a sandbox version: TSC Forecast Template – Unique Features 22 5/19/2017
  • 23. • User Defined Consolidations (UDCs) User Defined Consolidations allow end users to create a Private customized rollup of elements. This parameter must be set in the Config file: UserDefinedCalculations=T To create a User Defined Consolidation: Step 1 – Create a private subset of elements. We recommend to our users prefixing that name with “udc_” . TSC Forecast Template – Unique Features 23 5/19/2017
  • 24. Step 2 – Insert that private subset into a new one to create a rollup. a) Launch the Subset Editor and remove all visible elements (select all elements in the view and then Delete). b) Go to Edit>Insert Subset from the top of the Subset Editor. Use the Select Subset drop down to choose the private subset you had created and click OK. A rollup for the elements in that subset is then created (udc_Golf Clubs in the example below). The name of the rollup is the same as the subset you inserted. c) Save this new subset that contains the rollup (expand before saving). We recommend to our users that they name this the same as their private subset, without the “udc_” prefix. Quirks: If you modify your original subset, the rollup will not automatically update with those changes. Depending on how your security is setup, users might be able to spread from the rollup. TSC Forecast Template – Unique Features User Defined Consolidations (2) 24 5/19/2017
  • 25. We modified the formulas for the product selection drop downs so that they can handle UDCs. The rollup element in the UDC does not have an index number within the dimension, so you can modify the formula for the first element to be equal to the subset name the user enters (the value in cell A15 in the template example). The UDC rollup is immediately available to the user in the template. TSC Forecast Template – Unique Features User Defined Consolidations (3) 25 5/19/2017
  • 26. • User can change the Year (cell P14 below) so that they can easily access historical data • Dynamic Actual / Forecast period headers determined by Time Control values • Conditional formatting used to display cells with Write access in white TSC Forecast Template – Unique Features 26 5/19/2017
  • 27. • Autocalc VBA to use Perspectives in Manual Calculation mode but behave like Automatic Calculation mode Every time there’s a change it executes F9 behind the scenes for the user Automatic calculation mode was exponentially slower with our models • Button that uses VBA to export the template to Excel as flat data Loops through the elements of the active product subset, pastes as values in new file Creates a separate tab for each element • To reduce overhead, most variance calculations only exist in Excel • Assigned a shortcut icon for Perspectives that’s different than Excel so that users can easily distinguish which Excel session is in Manual calc. mode Excel 2010 Example (this will launch the TM1 add-in within a new Excel session): Target: "C:Program Files (x86)Microsoft OfficeOffice14EXCEL.EXE" "C:Program Filesibmcognostm1bintm1p.xla" TSC Forecast Template – Unique Features 27 5/19/2017
  • 28. Other Tips Dan Thomas – Architect, Financial Systems 28 5/19/2017
  • 29. • Use SUMIF or SUMIFS with Active Forms to create custom subtotals If you add a string element within a cube and Active Form, it can be used to store descriptions which can then be leveraged by SUMIF or SUMIFS formulas. These can be used to create “on the fly” customized subtotals in Excel. Since these descriptions are stored within the cube, the user only needs to enter them once and they are recalled any time they come back to the Active Form. Step 1 - Create a string element. This will need to be within the dimension ordered last within the cube. In this example I have added the “Group” element to the Store Sales Plan dimension (Go_New_Stores sample model). Step 2 - Add attributes relating to the appropriate number of groups you wish end users to be able to utilize. In this example, I have added Group 01, Group 02…Group 05 attributes to the Retailers dimension, in order to give end users the ability to see customized subtotals for up to 5 different product groups by Retailer. Other Tips 29 5/19/2017
  • 30. Step 3 - Add the string element to the Active Form with DBRWs so that any entry will be stored within the cube. In this example I have added a column for the Group element within an existing Active Form pointing to the Store Sales Plan cube. Step 4 – Several rows below the Active Form, add a section for the customized subtotals. Let the values of each row represent one of the attribute groups that you created, and add a DBRW to the attribute cube so that the end user can assign a value for each group as needed. In this example I have created 5 rows representing each of the 5 Group attributes. The Group column contains DBRWs which point to their corresponding group attribute (Group 01 - 05) within the }ElementAttributes_Retailers cube. Other Tips Use SUMIF or SUMIFs with Active Forms (2) 30 5/19/2017
  • 31. Step 5 - Use SUMIF or SUMIFS formulas to sum the values within the Active Form if it matches the description entered for each group attribute. The formulas must extend from the first data row within the Active Form through one line below the last data row. Use relative, not absolute references so that it becomes dynamic and adjusts to the changing number of rows as the Active Form is rebuilt. This becomes a much more powerful feature when a dimension representing context, such as an event, is present within the cube. In that case the subtotals are event specific, since the data represents the intersection of that particular product group within that event (using the Retailers dimension in the Go_New_Stores example was a less than ideal substitute). Other Tips Use SUMIF or SUMIFs with Active Forms (3) 31 5/19/2017
  • 32. • You can use Excel and VBA along with TM1 data to create Heat Maps by state, or any other geographic division in Perspectives Other Tips 32 5/19/2017
  • 33. Q&A
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