IBM Cognos 8 Business Intelligence Analysis Studio: User Guide
IBM Cognos 8 Business Intelligence Analysis Studio: User Guide
Analysis Studio
Version 8.4.1
User Guide
Product Information
This document applies to IBM Cognos 8 Version 8.4.1 and may also apply to subsequent releases. To check for newer versions of this document,
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Table of Contents
Introduction 7
4 Analysis Studio
                                                                             Table of Contents
Appendix A: Troubleshooting    85
   Charts in PDF Output Show Unexpected Results 85
   Unexpected Results for Analysis Studio Reports Using Suppression and Nested Rows 85
   Defining Languages for OLAP Data Sources 86
   Crosstab Shows Percentage But Chart Shows Values 86
   Cube Refresh in Data Analysis Studio Uses UTC/GMT Time 86
   Cannot Drill when Caption Represents a Blank or a Zero-length String 86
   Performance Issues when Showing Multiple Attributes Using Dimensionally Modeled Relational
       Data Sources 86
   Analysis Studio Shows the Wrong Currency Symbol 87
   Error Occurs in Japanese Internet Explorer 7 When Running an Excel Report in Analysis Studio
        88
   Metadata Change in Essbase Not Reflected in Reports and in the Studios 88
   Report Differences Between TM1 Executive Viewer and IBM Cognos 8 with TM1 Data
       Sources 88
Appendix B: Samples    91
   Combine Filters Sample 91
   Custom Rank Sample 91
   QTD Growth by Product Brand 91
   Top 10 Promotions by Retailers 91
   Difference between Actual and Planned Revenue 92
   Revenue vs % Gross Profit by Product Brand 92
   The Great Outdoors Company Samples 92
                                                                                  User Guide 5
Table of Contents
Glossary 119
Index 121
6 Analysis Studio
Introduction
               This document is intended for use with IBM Cognos 8 Analysis Studio. Analysis Studio is a Web-
               based tool for exploring, analyzing, and comparing dimensional data to help you answer business
               questions.
               Audience
               To use this document, you should have
               ●   experience using a Web browser
               If you have experience working with IBM Cognos Series 7 PowerPlay, see "Tips for IBM Cognos
               Series 7 PowerPlay Users" (p. 95).
               Related Documentation
               Our documentation includes user guides, getting started guides, new features guides, readmes, and
               other materials to meet the needs of our varied audience. The following documents contain related
               information and may be referred to in this document.
               Note: For online users of this document, a Web page such as The page cannot be found may appear
               when clicking individual links in the following table. Documents are made available for your par-
               ticular installation and translation configuration. If a link is unavailable, you can access the document
               on the IBM Cognos Resource Center (http://www.ibm.com/software/data/support/cognos_crc.html).
Document Description
IBM Cognos 8 Getting Started Teaching new users how to use IBM Cognos 8
                IBM Cognos Connection User Using IBM Cognos Connection to publish, find, manage, organize,
                Guide                      and view IBM Cognos content, such as scorecards, reports, ana-
                                           lyses, and agents
                Report Studio Professional       Authoring reports that analyze corporate data according to spe-
                Authoring User Guide             cific needs
                Report Studio Express            Authoring financial reports that analyze corporate data according
                Authoring User Guide             to specific needs
Document Description
                IBM Cognos 8 Administration Managing servers, security, reports, and portal services; and set-
                and Security Guide          ting up the samples, customizing the user interface and
                                            troubleshooting
                Finding Information
                Product documentation is available in online help from the Help menu or button in IBM Cognos
                products.
                To find the most current product documentation, including all localized documentation and
                knowledge base materials, access the IBM Cognos Resource Center (http://www.ibm.com/software/
                data/support/cognos_crc.html).
                You can also read PDF versions of the product readme files and installation guides directly from
                IBM Cognos product CDs.
                Getting Help
                For more information about using this product or for technical assistance, visit the IBM Cognos
                Resource Center (http://www.ibm.com/software/data/support/cognos_crc.html). This site provides
                information on support, professional services, and education.
8 Analysis Studio
Chapter 1: What’s New?
               This section contains a list of new and changed features for this release. It also contains a cumulative
               list of similar information for previous releases. It will help you plan your upgrade and application
               deployment strategies and the training requirements for your users.
               For information about upgrading, see the Installation and Configuration Guide for your product.
               For information about new features for this release, see the New Features Guide.
               To review an up-to-date list of environments supported by IBM Cognos products, such as operating
               systems, patches, browsers, Web servers, directory servers, database servers, and application servers,
               visit the IBM Cognos Resource Center (http://www.ibm.com/software/data/support/cognos_crc.
               html).
               For information about upgrading, see the Installation and Configuration Guide for your product.
               For an overview of new features for this release, see the New Features Guide.
● Query item
● Measure
● Dimension
● Hierarchy
● Level
● Property/attribute
● Member
● Level item
Lineage
                You can view information on the life cycle and major transformations that have occurred to the
                items in an analysis. For business users, the information may be as simple as the point of origin of
                the data and when it was last updated. For technical users, this may include in-depth information
                about the data sources, data types, and calculation expressions.
                If you have the necessary permissions, you can view lineage information in Analysis Studio by right-
                clicking an item in the source tree and clicking Lineage. You can also use the Run with options
                command in IBM Cognos Connection to open a saved analysis in Cognos Viewer, right-clicking
                an item in the crosstab, and clicking Lineage.
                Note: Reports that have been created using the totals-based suppression method in IBM Cognos 8
                Version 8.1 will be upgraded to use the 8.4 suppression method.
                Reports that have been created using the context-sensitive suppression in IBM Cognos 8 Version
                8.2 will not be upgraded because the context-sensitive suppression method can be used in conjunction
                with the 8.4 suppression method.
10 Analysis Studio
                                                                                      Chapter 1: What’s New?
Editing Calculations
           You can now edit calculations in Analysis Studio. This can simplify the process of analysis when
           you create calculations that reference other calculations and you want to make a change.
           Instead of having to go back, delete, and recreate the various component calculations, you simply
           modify your calculation.
           For more information, see "Create an Item-Based Calculation" (p. 64).
           To access this feature, select measures from the Insertable Objects pane and drag them to the outside
           of the crosstab axis.
                                                                                                 User Guide 11
Chapter 1: What’s New?
Cell values IBM Cognos 8.3 IBM Cognos 8.2 and earlier
Division by zero /0 /0
12 Analysis Studio
                                                                                          Chapter 1: What’s New?
Cell values IBM Cognos 8.3 IBM Cognos 8.2 and earlier
N/A -- (blank)
Error -- #!Error
● Essbase
● SAP BW
                The changes may affect the number of decimal places, the number of group separators, or the
                rounding precision used in your reports. The following table lists some examples of the changes.
                                                                                                     User Guide 13
Chapter 1: What’s New?
                Group separators                Large percentage results now include group separators (typically
                                                a comma at every three digits). For example, 1234.00% becomes
                                                1,234.00%.
                                                If none of the values in a calculation or summary use group sep-
                                                arators, the results also do not use group separators.
                $0 format                       Measures that were formatted with the IBM Cognos format string
                                                $0 (possible with Essbase) now have decimal places, since this
                                                format string doesn't specify that decimals should be suppressed.
                Division                        If the numerator is a currency with at least one decimal and the
                                                denominator is a query constant, a number, or a percentage, the
                                                result now has as many decimals as the currency. In all other
                                                cases, the result of a division always has three decimals.
                                                If the denominator is a query constant, a number, or a percentage,
                                                the result now has the same format type as the numerator. In all
                                                other cases, the result of a division is a number.
                Square root                     If the operand is a currency with decimals, its decimal precision
                                                is now used for the result. Otherwise the result has three decimal
                                                places.
Rounding The results now have as many decimals as the rounding precision.
                You can override these default formats using Report Studio or Query Studio. For more information,
                see the Knowledge Base on the IBM Cognos Resource Center (http://www.ibm.com/software/data/
                support/cognos_crc.html).
14 Analysis Studio
Chapter 2: Analysis Studio
               Analysis Studio is the component of IBM Cognos 8 that you can use for multidimensional analysis
               and exploration of large data sources.
               Use the interactive drag-and-drop environment in Analysis Studio to explore and analyze data to
               find answers to business questions.
               Using Analysis Studio, you can
               ●   find and focus on items that are important to your business
● compare data, such as details to summaries, or actual results to budgeted results (p. 25)
● establish relative importance using calculations such as growth or rank (p. 62)
               Analysis Studio is the component of IBM Cognos 8 that you can use for multidimensional analysis
               and exploration of large data sources.
               IBM Cognos 8 is designed to help you report, monitor, and analyze your company’s corporate
               performance quickly and easily. For an overview of the IBM Cognos 8 components and how they
               work together, see IBM Cognos 8 Getting Started.
               What is Exploration?
               You can use Analysis Studio to quickly change how you view performance indicators, such as revenue
               or production costs.
               OLAP (online analytical processing) exploration refers to the term slicing and dicing to describe
               the ease with which you can change context and view details. For example, you look at revenue
               for the years 2001 to 2005 by sales region. You notice a dip in the revenue for 2004. By clicking
               on 2004, you can drill down (p. 43) to show revenue results by quarters for 2004. You can easily
               change the view from quarters for 2004 to sales personnel by replacing quarters with sales personnel
               (p. 40).
                To help you focus on the data that answers your business questions, Analysis Studio automatically
                maintains the context of your analysis so that you can focus on the results, not the tool. In the
                previous example, when you change the view from the quarters in 2004 to sales personnel, Analysis
                Studio retains 2004 as the context. For more information, see "Focusing Your Analysis" (p. 43).
                What is Analysis?
                You can use Analysis Studio to compare and manipulate data to understand the relationships
                between data and its relative importance. Whether you want to assess revenue growth or to identify
                top performers, Analysis Studio provides the filtering, calculating, and sorting support you need
                for analysis.
                To extend the example of reviewing revenue by sales region and sales personnel, you can add sales
                targets and then calculate the percentage difference between the sales target and actual revenue for
                each salesperson. Because the top 10% performers are awarded a bonus, you can also rank the
                sales personnel across all regions using the percentile calculation. The result indicates who made
                their sales quota as well as who is eligible for a bonus.
● use Search in the source tree to find only the items you need (p. 24)
● keep crosstabs small by using top/bottom and other filters (p. 53)
● limit the number of visible items in the source tree (p. 25) or crosstab (p. 41)
                If you want to see all the items in a large set, you can click the run button     on the toolbar to
                view the analysis as an HTML report (p. 74).
16 Analysis Studio
                                                                                 Chapter 2: Analysis Studio
                                                                                              Overview
                                                                                              Area
           Analysis                                                                           Properties
           Items Tab                                                                          Pane
           Information
           Pane
● a chart
          Analysis is a process in which you explore the relationships between items to help you understand
          your business. The crosstab helps you discover whether the value of one item is associated with
          that of another. You can quickly change, limit, or expand the items you see in the crosstab, using
          techniques such as filtering and drilling, to quickly focus on the most significant items.
          Tip: You can use the display button      on the toolbar to show only the chart, only the crosstab,
          or both.
          What Is An Item?
          An item is an element that you can manipulate in the work area. Items include rows, columns, sets,
          and so on. A member is a common term for an item in the dimensional hierarchy of the source tree.
          Members added from the source tree to your analysis are also items.
                                                                                              User Guide 17
Chapter 2: Analysis Studio
                The source tree presents a dimensional view of your data, organized into dimensions, hierarchies,
                levels, and measures.
                Note: The names of levels and members in a dimension come from the model. It is the responsibility
                of the modeler to provide meaningful names.
18 Analysis Studio
                                                                                    Chapter 2: Analysis Studio
           If you save the analysis and open it the following year, when the current month is June 2007, the
           analysis shows results for January to June 2006 versus January to June 2007. The results shown in
           your analysis change, relative to Current Month in the updated cube.
           The administrator may alter the date ranges for these items, or create specific relative time items
           based on the needs of your organization.
You can also use the Information pane to insert a level into the crosstab.
                                                                                                User Guide 19
Chapter 2: Analysis Studio
                You can also use the properties pane to make several changes and apply them at the same time,
                instead of running different commands. For example, you can
                ●    specify the number of items to show (p. 41)
                If you select a set, the properties pane shows you the displayed properties, such as subtitles and the
                number of visible items, and undisplayed properties, such as filters and calculations, for that set. If
                you click elsewhere in the crosstab, the properties pane shows you the properties for that crosstab,
                such as the default measure (p. 25), links to rows and columns, any existing context, and selected
                report options.
                This shows how the open properties pane appears when you select a set and open the properties
                pane.
20 Analysis Studio
                                                                       Chapter 2: Analysis Studio
box with (list) appended to the label. For information about stacked sets, see "Crosstab Lay-
outs" (p. 38). For information about selection-based sets, see "Sets" (p. 35).
If the crosstab contains nested rows or nested columns, you can drag the boxes that represent the
items in the overview area to quickly change the nesting order.
Each box in the Rows area and Columns area also reflects the details shown in the work area. For
example, when you change the number of visible items in the crosstab, the same number are shown
in the Rows or Columns list.
You can also use the lists to drill up or down (p. 43).
Context
The context you specify applies as a whole to the work area. For example, you can drag Sales
Territory from the Insertable Objects pane to the context area. When you click a specific territory
from the list, the values in the crosstab change to represent data for that territory.
For information about using context as a filter, see "Filter Values Using Context" (p. 51).
                                                                                    User Guide 21
Chapter 2: Analysis Studio
22 Analysis Studio
Chapter 3: Creating a Basic Analysis
               Create an analysis to help you make more effective business decisions by exploring significant
               relationships in your company data.
               You can also open an existing analysis to use as the basis of a new analysis.
               Before you can create an analysis, the administrator must have created a package in Framework
               Manager and published it to a location in the IBM Cognos Connection portal to which you have
               access.
               To create an analysis, you must do the following:
               ❑   Choose a blank analysis or the default analysis.
               For an example about creating a basic analysis, see "Example - Create a Crosstab for an Analysis
               of Order Method Revenue" (p. 33).
               If you are already comfortable with the Analysis Studio fundamentals, you may want to refine your
               analysis by using tasks such as manipulating the rows and columns (p. 35), filtering data (p. 51),
               calculating data (p. 59), and sharing the results (p. 71).
               Steps
               1. In your Web browser, open IBM Cognos Connection by typing the URL supplied by your
                  administrator.
Tip: Create a bookmark in your browser for quick access to IBM Cognos Connection.
2. On the Public Folders tab, click the package that you want to use as a data source.
No Entries means that there are no analyses created using this package.
If the Select a Package page appears, click the package that you want.
4. In the New dialog box, choose whether to use a Blank Analysis or the Default Analysis.
                     ●   A default analysis uses either the default analysis for the package as defined in IBM Cognos
                         Connection or the first two dimensions in the data source for the crosstab rows and columns
                         and the first measure in the data source for the crosstab measure.
5. Click OK.
                     Analysis Studio starts. The items that you can use in the analysis are listed in the Insertable
                     Objects pane.
                     Tip: To exit Analysis Studio and return to IBM Cognos Connection, from the File menu, click
                     Exit.
                The source tree shows 20 items for any one dimension at a time. You can change this value in the
                session to a maximum of 50.
                If there are more than 20 items in the dimension, a More icon appears at the bottom of the list.
                Every time you click the More icon, an additional 20 items appears until you reach the maximum.
                Now the More icon is replaced by a Search icon. If you click this icon, you can enter your search
                criteria to find the items that interest you.
                Note: You cannot search in the source tree for items that are enclosed in brackets, for example
                Drinks (Colas), when using Microsoft SQL Server Analysis Services 2000 or earlier versions.Do
                not include brackets in the search string when using these versions of Microsoft SQL Server Analysis
                Services 2000.
                Steps
                1. In the source tree, click the item that you want to search.
Tip: You can also right-click the selected icon, and then click Search.
24 Analysis Studio
                                                                          Chapter 3: Creating a Basic Analysis
              If necessary, specify a search option. The Case insensitive check box is unavailable if the data
              provider does not support case insensitive searching.
4. Click Search.
              Tip: To use the results as a context filter, drag them to the Context filter section of the overview
              area.
          In the source tree, the Search icon appears at the end of the list if more items exist than can be
          shown at once.
          By default, the maximum number of items shown in the source tree is 50. Your administrator may
          set a different value for optimum performance, depending on the size of the data source. For more
          information, see the IBM Cognos 8 Administration and Security Guide.
          Steps
          1. Right-click an item in the source tree.
4. Click OK.
              Tip: To restore the maximum number of items to the default, repeat steps 1 to 2 and click Reset
              to default limit to show.
Insert Items
          You insert items from the source tree as rows and columns in a crosstab to create sets for analysis.
          A set is a collection of like data. For example, you can have a set of data named years that includes
          quarters as details.
          An analysis must have at least one set of items and at least one measure.
          In addition to items from the source tree, you can insert the following into the crosstab:
          ●   items retrieved in a search
● calculations
                                                                                                  User Guide 25
Chapter 3: Creating a Basic Analysis
                When working with Get Data Later applied, you cannot switch to a chart without first retrieving
                data. The Chart and Crosstab and Chart options from the View menu are unavailable.
                Notes
                ●    When using an IBM Cognos PowerCube as a data source, mixed currency values use the
                     asterisk character (*) as the unit of measure. Mixed currency values occur when you calculate
                     values with different currencies.
                ●    When you insert items from a relational data source containing sparse data, you may see data
                     in the analysis appear and disappear unexpectedly. For example, a crosstab may contain 10
                     members along the rows and 10 members along the columns. When you add a member from
                     another dimension to the context area, some members may disappear along the row or column
                     because they are not in scope for that particular context. For more information, see the
                     Framework Manager User Guide.
                     This can also occur when using SAP BW data sources.
                Tips
                ●    You can resize the columns in an open analysis by dragging on the resize icon        .
26 Analysis Studio
                                                                         Chapter 3: Creating a Basic Analysis
        ●   You can insert items as a selection-based set by pressing Shift+click or Ctrl+click to select
            multiple items in a dimension and then dragging them to the crosstab.
        Steps
        1. In the source tree, click the item that you want to insert.
        Tip: To quickly change the default measure, right-click the cell in the upper left corner of the
        crosstab, click Change Default Measure, and choose a measure.
Save an Analysis
        Save the analysis to preserve any changes.
        For information about setting up folders in IBM Cognos Connection for your work, see the IBM
        Cognos Connection User Guide.
        You can also open an existing analysis to use as the basis of a new analysis.
Steps
        2. If you are saving the analysis for the first time, specify where you want to save the analysis and
           type a file name.
3. Click OK.
        Steps
        1. Click the save as button      on the toolbar.
                                                                                              User Guide 27
Chapter 3: Creating a Basic Analysis
3. Click OK.
                Steps
                1. In your Web browser, open IBM Cognos Connection by typing the URL supplied by your
                   administrator.
                2. Locate the name of the analysis that you want to open and click it.
                     The analysis opens in Analysis Studio.
                     Note: If an analysis is run and saved as an HTML report, the HTML icon appears next to
                     the analysis link. When you click the link, the analysis runs as an HTML report. To open the
                     analysis for editing, click the icon     that opens the analysis in Analysis Studio.
3. View the data, using the scroll bars to see more rows or columns.
Tip: To increase or decrease the available space, click the hide pane or show pane button in
the upper-right corner of the Insertable Objects pane or resize the pane .
                     Tip: To open a new analysis while working in an existing analysis, click the new button       on
                     toolbar. The new analysis maintains the state of the source tree in the Insertable Objects pane
                     and maintains any items on the Analysis Items tab.
                ●    Part of the data source, such as an item, level, hierarchy, or dimension, is inaccessible because
                     of security restrictions.
28 Analysis Studio
                                                                       Chapter 3: Creating a Basic Analysis
        When this occurs, a dialog box prompts you to either replace the missing items, or have Analysis
        Studio prune the analysis by removing inaccessible items and their dependent items, such as filters,
        calculations, sorts, and so on.
        For example, an analysis contains revenues for three countries plus a calculated column and a filter.
        If the item for one of the countries is missing and you choose to prune the analysis, Analysis Studio
        will remove the calculation and the filter and show the analysis without the missing item.
Using Lineage
        View lineage information of a data item to see what the item represents before you add it to a
        report. Lineage information traces the metadata of an item back through the package and the data
        sources used by the package. Lineage also displays any data item filters that were added by the
        report author or that were defined in the data model. Viewing lineage information ensures that you
        add the correct data items to a report. For example, you can view the lineage information of a
        model calculation to see how it was created.
        Note: Lineage is not supported in reports that are not linked to packages.
        You can use the lineage tool that comes with IBM Cognos 8, or you can use another lineage tool
        by specifying the URL to the tool in IBM Cognos Administration. Note that if the URL source is
        secured, the source must be able to prompt users for a password because IBM Cognos 8 does not
        pass security information. IBM Cognos 8 also supports the IBM Metadata Workbench as a lineage
        tool. For more information about configuring other lineage tools, see the Administration and
        Security Guide.
        Business View
        The business view shows high-level textual information that describes and explains the data item
        and the package from which it comes. This information is taken from IBM Cognos Connection
        and the Framework Manager model.
        Technical View
        The technical view shows a graphical representation of the lineage of the selected data item. The
        lineage traces the data item from the package to the data sources used by the package.
        When you click an item, its properties appear below it. If you click an item in the Package area,
        you see the model properties of the item. If you click an item in the Data Sources area, you see the
        data source properties of the item.
                                                                                              User Guide 29
Chapter 3: Creating a Basic Analysis
                Saved Reports
                You can also view lineage information when you run a saved report in IBM Cognos Connection.
                For example, you can click a cell in a crosstab to see how the cell value was calculated. To view
                lineage information, click an item in the report and then click the Lineage button . If you or an
                administrator runs a saved report with the IBM Cognos 8 lineage tool, both the business view and
                the technical view are visible. Report consumers can see only the business view. In addition to the
                Package and Data Sources areas, a Report area exists when looking at the technical view.
                You cannot use lineage information to troubleshoot queries. For example, lineage information will
                not explain why a data item is double counted. Also, you cannot view lineage information when
                running a report from a mobile device.
                To access lineage information, your administrator must configure lineage in IBM Cognos Adminis-
                tration. Also, the administrator must enable the lineage capability and grant read permission for
                you on the report.
                Step
                ●    In the source tree, right-click the item for which you want to see lineage information, and click
                     Lineage.
The lineage tool opens showing the lineage information of the selected data item.
30 Analysis Studio
                                                                     Chapter 3: Creating a Basic Analysis
● Query item
● Measure
● Dimension
● Hierarchy
● Level
● Property/attribute
● Member
● Level item
        Step
        ●   Right-click the item and click Glossary.
            The IBM WebSphere Business Glossary appears.
                                                                                            User Guide 31
Chapter 3: Creating a Basic Analysis
                Steps
                1. In the source tree, expand the dimension to locate the items that you want to insert.
                2. Press Shift+click or Ctrl+click to select multiple items in a dimension and then drag them to
                   the crosstab.
                     A selection-based set appears in the crosstab.
                Steps
                1. In the source tree, click an item that belongs to the level that you want.
                     Tip: You can also drag the level icon        from the Information pane (p. 19) to the location
                     that you want in the work area.
                Steps
                1. From the Settings menu, click Insertion Options, Insert without details.
                2. Drag the item from the source tree to the desired location in the crosstab.
                     Items added to the crosstab appear without details until you change the setting again.
                     Tip: You can also right-click an item, drag the item to the desired location in the crosstab while
                     keeping the right mouse button pressed, and click Insert without Details or Replace without
                     Details.
32 Analysis Studio
                                                                      Chapter 3: Creating a Basic Analysis
        Steps
        1. In the IBM Cognos Connection home page, click the Public Folders tab.
            Analysis Studio opens, and data from the Sales and Marketing package appears in the source
            tree.
4. Drag Revenue from the Measures folder to the Measure area in the crosstab.
9. Leave the default destination folder as Public Folders, and click OK.
        You now have data to compare and analyze. Next, you can see if revenues for these methods are
        growing or declining (p. 48).
                                                                                             User Guide 33
Chapter 3: Creating a Basic Analysis
34 Analysis Studio
Chapter 4: Working With Items in the Crosstab
               You can manipulate the way rows and columns appear in a crosstab for more effective comparison
               by
               ●    nesting rows or columns (p. 37)
               Analysis is a process in which you explore the relationships between items to help you understand
               your business. The crosstab helps you discover whether the value of one item is associated with
               that of another.
               Comparisons are key elements of nearly every analysis. The following are different types of compar-
               isons.
Comparison Example
Multiple comparison Tents versus golf clubs, tees, and golf balls
Multidimensional comparison                         Products versus territories, this year to date versus last year to
                                                    date
Mixed grain comparison                              Tents versus similar camping products, this year versus last year,
                                                    and the last quarter versus last year
Summaries of measures at different levels           Tents as a share of camping products, as a share of European
                                                    sales
Sets
               Sets are the basic building block of Analysis Studio. A set identifies a group of items from a single
               hierarchy. In Analysis Studio, you can manipulate the individual sets in the crosstab.
               Sets may be
               ●    sorted by value, label, or attribute (p. 45)
● saved as a custom set for reuse later in the analysis (p. 57)
The following are the different kinds of sets you can use.
Set Description
detail-based set                            A collection of data based on a selected item and all its immediate details.
                                            For example, you can have a set of data named years that includes quarters
                                            as details.
selection-based set                         A collection of individual items that you have explicitly selected. The items
                                            or members may be selected from one or more levels from the same hier-
                                            archy.
                                            If the target set is a selection-based set and the selected source tree items
                                            are from the same hierarchy, then the selected items are appended to the
                                            end of the list when dragged into the crosstab.
                                            In the crosstab, you can create a new selection-based set from an existing
                                            set by selecting the members you want, then clicking Keep in the right-
                                            click menu. The new selection-based set replaces the set from which it
                                            originates.
level-based set                             A set based on a single level. For more information, see "Insert All the
                                            Items of a Level" (p. 32).
stacked set                                 Also known as a union set. Two or more independent sets adjacent to each
                                            other in a crosstab. For rows, a new set is appended below or above the
                                            target set. For columns, the new set is appended left or right of the target
                                            set
measure set                                 Measure sets are comprised of one or more measures. In nested sets,
                                            measure sets may be placed on the inside of either the rows or the columns,
                                            but not both.
custom set                                  A collection of data defined in Analysis Studio that can be saved and reused
                                            in the same analysis. For more information, see "Create a Custom
                                            Set" (p. 57).
predefined set                              A set of members defined inside an OLAP data source as a list or by an
                                            expression. IBM Cognos 8 can use predefined sets in analysis and report
                                            authoring. A predefined set is also known as a named set in Microsoft
                                            SQL Server Analysis Services.
36 Analysis Studio
                                                                     Chapter 4: Working With Items in the Crosstab
Tip: To deselect, click anywhere in the work area outside the crosstab.
Goal Action
To select a set                            Click its box in the overview area, or click its label twice slowly, or click
                                           on its selector bar. An arrow appears when a selector bar is ready.
To select multiple rows or columns Select their labels by pressing Shift+click or Ctrl+click.
To select a single row or column           Click its heading label. Do not click the label text when selecting an item
                                           because this initiates drilling down or up.
To select a single row and column          Click the intersecting cell of the row and column.
                                           Use this command to drill down on a single value.
                  Steps
                  1. In the source tree, click the item that you want to insert.
                  2. Drag the item to the location that you want in the rows or columns.
                      A black bar indicates where you can drop the item.
Tip: You can also nest rows and columns by right-clicking and using the shortcut menu.
                                                                                                         User Guide 37
Chapter 4: Working With Items in the Crosstab
The Expand command is available only when a dimension contains levels suitable for nesting.
Note: You cannot insert insert items from the source tree between the expanded levels.
                Steps
                1. Right-click the crosstab item that you want to nest and click Expand.
2. Click Down a level or Up a level to move through the different levels of the dimension.
Crosstab Layouts
                You can choose the most practical layout for your analysis. The following layouts are available.
                Basic
                This layout contains one set of rows and one set of columns.
                Nested
                This layout contains sets nested either along the rows, the columns, or both.
                Stacked
                This layout contains two or more sets arranged one above another on the rows, side-by-side on the
                columns, or both.
                Asymmetric
                This layout contains both nested and stacked sets. Many combinations are possible.
38 Analysis Studio
                                                             Chapter 4: Working With Items in the Crosstab
        Nested Rows
        Insert data above or below a selected set in nested rows. For example, select set 2, right-click the
        desired data in the source tree, and click Insert, Below Selected Set to create set 3.
        Nested Columns
        This example uses nested columns. Select set 1 in the columns, right-click the desired data in the
        source tree, and click Insert, After Selected Set to create set 3.
        Stacked Sets
        Insert data before or after a selected set in a stacked set. For example, select set 1, right-click the
        desired data in the source tree, and click Insert, After Selected Set to create set 3.
        Selection-Based Sets
        Replace a selection-based set with one or more items from the same hierarchy to create a new set
        instead of appending the selected items to the existing set.
                                                                                                 User Guide 39
Chapter 4: Working With Items in the Crosstab
For more instructions, see "Example - Create an Asymmetrical Crosstab" (p. 79).
                Steps
                1. Select the target location in the crosstab.
2. In the source tree, right-click the item that you want to insert.
3. From the Insert menu, select the command that you need.
Replace Sets
                You can replace one set with another for comparison.
                When you replace a filtered set, such as top 5 products, or a selection-based set, such as a set con-
                taining New York, France, and Asia Pacific, in the crosstab, Analysis Studio retains the context of
                the data to support your train of thought.
                For example, you view your top 5 products. You drag Customers from the source tree to the crosstab
                to replace Products to see which customers purchased these products. The Products set is automat-
                ically moved to the Context section of the overview area, and Customers is shown in the crosstab.
                The values for Customers refer to the filtered Products set.
                For information about replacing data in selection-based sets, see "Insert Sets of Items in Complex
                Layouts" (p. 39).
                Step
                ●    In the source tree, drag an item to the set that you want to replace.
                     Tip: Alternatively, you can right-click the item that you want to insert in the source tree and
                     select a replacement option from the Replace menu.
Step
                     Tip: You can also use the overview area to swap individual rows and columns by dragging the
                     row or column boxes from one area to the other.
40 Analysis Studio
                                                           Chapter 4: Working With Items in the Crosstab
To see all the items in a large set, from the Run menu, click Report Options. On the Display tab,
        under Expand "More", select yes, show all items in the query, then click the run button          on
        the toolbar and view the analysis as an HTML report (p. 74).
        Steps
        1. Select a set.
4. Click a number or click Custom and specify a number between 1 and 20.
            Tip: To restore the number of visible items to the default, repeat steps 1 to 3 and click Default.
            Values for the rows or columns that exceed the specified number are rolled up into a row or
            column named More.
        The values of hidden rows and columns are included in the More & hidden subtotal (p. 59), and
        are still included in the summary.
        If you want to exclude the value from the More & hidden subtotal as well as hide the row or column
        from view, see "Exclude Items" (p. 52).
        You cannot hide items in a selection-based set.
        Steps
        1. Right-click a row or column.
2. Click Hide.
            Tip: To show hidden data, click the hidden link, and click Unhide(name of hidden item) or
            Unhide All.
                                                                                              User Guide 41
Chapter 4: Working With Items in the Crosstab
                You can also use the Information pane (p. 19) to see the attributes of an item.
                You cannot show attributes when the set contains a single member. If you want to show the
                attributes of a single member set, you must add at least one more member to the analysis, show
                attributes, and then remove the unwanted members.
                Steps
                1. Select a set.
3. Click the attributes that you want to show in the item label.
                     Tip: To view attributes in a selection-based set that contains multiple levels, click the level
                     name. The attributes for all items at that level in the crosstab appear.
42 Analysis Studio
Chapter 5: Focusing Your Analysis
               You can explore your data to look for significant comparisons and correlations.
               Some ways of exploring data are
               ●   drilling down and up (p. 43)
               Note: When you drill back up after drilling down, you may lose filters that are applied. For example,
               you may create a filter to include the data for sales regions of the USA and Canada. You drill down
               on Florida. When you drill up again, the analysis no longer includes Canada in its scope.
               ●   Pause the pointer over the label text until the icon with the plus sign (+) and caret     appears
                   and the text is underlined, and then click.
Tip: The direction of the caret indicates whether you are drilling up or drilling down.
                Before you can go to another target, a drill-through definition must be created in the package. For
                more information, see the IBM Cognos 8 Administration and Security Guide, or contact your
                administrator.
                Steps
                1. Select a row or column to use as the source.
                     Tip: You can right-click an item in the Context filter section of the overview area and click Use
                     as "Go To" Parameter in the item’s drop-down menu to create a prompt that appears when
                     you run the analysis in Cognos Viewer.
                Steps
                1. Right-click the measures corner of the crosstab.
                     ●   To show how each value in a row contributes to the total for the row, click % of Each
                         Row Total.
44 Analysis Studio
                                                                          Chapter 5: Focusing Your Analysis
            ●   To show how each value in a column contributes to the total for the column, click % of
                Each Column Total .
            ●   To show how each value in the crosstab contributes to the total for the crosstab, click %
                of Overall Total.
                The % of Overall Total option is available only when there is one overall total for the
                crosstab. If you insert a stacked set, resulting in multiple totals, the values revert to the
                default Actual Values.
Tip: To restore the values, right-click the measures corner of the crosstab and click Actual Values.
Sort Values
        By default, Analysis Studio retrieves items in the order defined in the data source. You can sort
        items to quickly view the most important data.
        You can list items in ascending or descending order based on
        ●   a value, such as revenue
        Whether you select a set or an individual row or column, items are sorted based on the default
        measure and the summary values of the opposite axis.
        In nested crosstabs, items are sorted based on the values of the innermost nested row or column of
        the opposite axis. For example, a crosstab contains Years in the columns and Retailers nested within
        Products in the rows. Select 2005, sort in descending order, and you see Retailers listed from the
        largest value to the smallest value for each product.
        Sorted items are automatically re-sorted when you perform a drill (p. 43) or replace (p. 40) operation
        on the opposite axis, if Based on the row or Based on the column in the Sort dialog box is set to
        the default.
        When you replace the sorted set itself, the new set uses the default sort order. If you replace
        Employees in the previous example with Order Method, the Order Method set is unsorted.
        Steps
        1. Select a set, row, or column to sort.
        3. If the item you select contains alphanumeric values, choose either Sort by labels or Sort by
            values.
● To arrange items from the smallest to the largest value, click Ascending.
● To arrange items from the largest to the smallest value, click Descending.
                                                                                                User Guide 45
Chapter 5: Focusing Your Analysis
                The items appear sorted in the crosstab. An icon        next to the label in the overview area shows
                you that a sort is applied to that set.
                Note: When a selection-based set contains members from different levels, sorting the set by an
                attribute that is not common to all levels may result in a server error.
                Similarly, if you append a member from a different level to a selection-based set that is sorted by
                attribute, the same error may occur.
                Steps
                1. Select a set.
● Based on attribute
5. Click OK.
Create a Chart
                Charts are a graphical way of presenting information. Use charts to reveal trends and relationships
                that are not evident in tabular reports. For example, you can create a chart to visualize how actual
                sales compare to projected sales, or to discover whether sales are falling or rising over quarterly
                periods.
46 Analysis Studio
                                                                                Chapter 5: Focusing Your Analysis
gridlines
title
subtitle
                                                                                                         data series
y-axis title
categories
x-axis labels
                                                                                                         x-axis title
footer
                You can also drill up and drill down (p. 43) on charts.
                Charts plot the crosstab rows as the data series. Nested rows appear as joined items in the legend.
                Stacked rows appear sequentially in the legend.
                Charts plot the crosstab columns on the x-axis. Nested columns are clustered on the x-axis. Stacked
                columns are plotted sequentially on the x-axis.
                Charts plot a single measure on the y-axis.
                If you have the necessary permissions, you can enhance your chart in Report Studio. You can change
                the appearance of the columns, lines, and areas; add notes and baselines; or customize the chart
                properties to present the chart more effectively. For more information, see the Report Studio User
                Guide.
Tip: To open your chart in Report Studio, from the File menu, click Open in Report Studio.
                Note: If you make and save changes to an Analysis Studio chart in Report Studio, the chart can no
                longer be opened in Analysis Studio.
                For information about charts, see "Chart Types" (p. 109).
                Chart Hotspots
                When you pause the pointer over the hotspots of a chart, visual elements appear, such as tooltips
                and the plus sign (+) and caret       that indicate drill-up/down ability.
                The response time for showing a chart increases as the number of hotspots increases. The adminis-
                trator can configure Analysis Studio to limit the number of hotspots returned to provide improved
                performance.
                Prioritization is given to generating hotspots for items such as axis labels and legend labels before
                individual graphical elements such as bars, pie slices, and so on. Depending on the number of items
                in a chart and the current setting for the maximum number of hotspots, some axis items may have
                                                                                                      User Guide 47
Chapter 5: Focusing Your Analysis
                hotspots while other axis items and all graphical elements do not, or all axis items and some
                graphical elements may have hotspots while other graphical elements do not.
                Steps
                1. With the crosstab open, click the chart button        on the toolbar.
                     Tip: You can use the display button     on the toolbar to show only the chart, only the crosstab,
                     or both.
                Steps
                1. Open the Order Methods Revenue analysis (p. 33).
                3. Click the sort button        on the toolbar, and then click Sort by values, Descending.
                     You can see that mail and fax orders are not major contributors to sales. Now you want to see
                     if the trend of mail and fax orders is increasing or decreasing over time.
48 Analysis Studio
                                                              Chapter 5: Focusing Your Analysis
You want to visually emphasize the revenue trend, so you create a chart.
8. Leave the default destination folder as Public Folders, and click OK.
You now have more information for further analysis. For example, you can rank the order methods
(p. 68).
                                                                                  User Guide 49
Chapter 5: Focusing Your Analysis
50 Analysis Studio
Chapter 6: Limiting the Items in Your Analysis
               You can filter out unnecessary items using a variety of techniques, depending on your business
               question, how you want to compare your data, and how many items you must include in your
               analysis. You can
               ●   filter values to show only the items you want to view (p. 51)
● apply a top or bottom rule, which is useful when analyzing a large amount of data (p. 53)
               ●   create a custom filter to limit the items shown to those that meet a specific criteria, such as
                   products discounted by more than 10% (p. 54)
               Note: You cannot use a set in the context section of the overview area if the filter rule of the set
               references automated subtotals such as More and Hidden, Subtotal (Included), or Subtotal
               (Excluded).
               Steps
               1. In the source tree, select or search for one or more items to filter on.
2. Drag the item that you want to filter on into the Context filter section of the overview area.
                   Tips
                   ●   You can create a prompt that appears when you run the analysis in Cognos Viewer. To do
                       so, right-click an item in the Context filter section of the overview area and click Use as
                       "Go To" Parameter in the item’s drop-down menu.
● To change context, select a new item from the drop-down list under Context filter.
                4. If you want to use a custom set as a filter, drag the custom set from the Analysis Items tab to
                     the Context filter section of the overview area.
                For example, you have a crosstab showing the top three products by order method. You drag Years
                from the source tree to the Context filter section of the overview area. As you select different years,
                the top three order methods change. You are interested in the performance of a particular set of
                order methods. You want to compare the results for the same set in other years, so you pin the
                current context. Now you can select different years and keep the same set of order methods in the
                crosstab.
                Steps
                1. Select the set whose context you want to pin.
3. Click Definition.
5. Click OK.
An icon next to the item label in the overview area shows you that the context is pinned.
Tip: To restore dynamic context, repeat steps 1 to 3 and click Use Dynamic Context.
Exclude Items
                You can choose to remove individual items that are not needed in your analysis.
                When you exclude items, you exclude the value from the Subtotal (included) subtotal, as well as
                hide the row or column from view. Its value is now rolled up into the Subtotal (excluded) subtotal.
If you want to include the values of hidden rows and columns, use the Hide command (p. 41).
                Step
                ●    Right-click a row or column and click Exclude.
                     Tip: To show excluded items, select the set that contains the excluded item, open the properties
                     pane, click Excluded Items, and then click Include(name of excluded item) or Include All.
52 Analysis Studio
                                                              Chapter 6: Limiting the Items in Your Analysis
● a percentage, such as customers who contribute to the top 10% of overall revenue
        ●   a cumulative sum, such as customers who contribute to the first ten million dollars of overall
            revenue
        To try it yourself, see "Example - Find Your Top or Bottom Performers" (p. 81).
        If the selected set contains a user-defined filter, the top or bottom rule applies only to the included
        values. For example, if you apply a filter to show only retailers with revenue greater than one million
        dollars, the bottom rule applies to the lowest values within those results.
        Changing the context filter section of the overview area changes the values shown for the selected
        set. As a result, the items that meet the top or bottom rule may also change. If you want the filter
        rules to ignore context changes, you can pin the context (p. 52).
        Steps
        1. Select the set that you want to limit.
        5. In the By measure box, click the measure that you want to use to specify the top or bottom
           value.
            Use the default measure when you want the top or bottom rule to be automatically recalculated
            when the measure changes in the crosstab.
        6. In the For row box or For column box, click the item that contains the values to use to specify
           the top or bottom rule.
            Use the default item when you want the top or bottom rule to be automatically recalculated
            during drill and replace operations.
7. Click OK.
Tip: To remove the top or bottom filter, under Top or bottom, click None.
                                                                                               User Guide 53
Chapter 6: Limiting the Items in Your Analysis
● calculations
You can use the Type drop down list to specify a filter.
Note: When you define a filter rule by using a label or an attribute, the text is case sensitive.
                ●    To filter on one currency while displaying another, put the currencies on the opposite row or
                     column of the crosstab, and then select the desired currency under For column or For row when
                     you define the filter rule.
                Steps
                1. Select a set.
54 Analysis Studio
                                                                Chapter 6: Limiting the Items in Your Analysis
9. Click OK.
            Tip: To delete a filter, select it in the Filter dialog box and then click the delete button     on
            the toolbar.
Combine Filters
        You can combine filters to create custom AND and OR conditions.
        When you filter your data based on a number of criteria, there may be filter rules that are optional
        and filter rules that are required. You use AND to group rules that are mandatory. You use OR to
        group filter rules that are optional. For example, customers filtered by Revenue > 1000000 AND
        Discount >.15 gives different results from Customers filtered by Revenue > 1000000 OR Discount
        > .15.
        A more complex scenario may require combining both mandatory and optional filter rules.
        Steps
        1. Select a set.
        4. Press Shift+click or Ctrl+click to select the filter icons     next to the filter lines that you want
           to group.
        5. Click Group.
            Brackets appear around the grouped items.
6. Click the operator that appears between the filters and click AND or OR to combine them.
7. Click OK.
                                                                                                User Guide 55
Chapter 6: Limiting the Items in Your Analysis
                Notes
                ●    Analysis Studio performs all calculations before applying suppression.
                ●    By default, Analysis Studio removes the opposite rows and columns that contain zeros and
                     nulls. If you want to remove only nulls, from the Settings menu, click Suppress, and click Empty
                     Cells Only.
                ●    A suppression icon next to the item label in the row, column, or overview area indicates that
                     suppression is applied.
                2. To apply suppression throughout the crosstab where the total results in a null or zero value,
                   click one of the following:
                     ●   Click Custom to make multiple selections. In the Select Rows or Select Columns dialog,
                         select the rows or columns against which to apply suppression, then click OK.
56 Analysis Studio
                                                            Chapter 6: Limiting the Items in Your Analysis
        You can use sets that other users create by opening the Other Analysis folder in the Analysis Items
        pane and going to a saved analysis. The items in this folder are filtered based on the package. To
        use a set from another analysis, drag it to the crosstab.
        Notes
        ●   Multiple custom sets may be available in a single saved analysis.
        ●   If the originator of a custom set updates it, the set definition is not updated in other analyses
            that have been created from the original set.
        ●   Users of shared custom sets will have a different experience depending on whether the set uses
            the default dynamic context or whether the context of the set has been pinned. Saved sets have
            a small red triangle on the set selection bar at the top of the set.
            For more information, see "Pin the Context of a Set" (p. 52).
        You cannot save a set as a custom set under the following conditions:
        ●   The analysis contains a context filter based on a dynamic definition, such as a calculation or
            top or bottom filter, rather than a static item or items, such as 2005, or Camping Equipment
            and Lifestyle Products.
        ●   The set contains a calculation that references multiple dimensions, such as ranking calculations,
            or a percent of base calculation that references an item from the opposite axis of the crosstab.
        Steps
        1. Select a set.
Tip: Alternatively, you can select the set items, right-click, and choose Save as Custom Set.
4. Click Save.
        Custom sets are saved to the Analysis Items tab of the Insertable Objects pane.
        When you insert a saved custom set, an annotation appears in the corner of the set selector of the
        custom set.
                                                                                              User Guide 57
Chapter 6: Limiting the Items in Your Analysis
58 Analysis Studio
Chapter 7: Using Calculations
               Calculations are basic to solving problems and making decisions, and can help you to define the
               relationships between items of interest. For example, calculations such as rank and percentile help
               you instantly identify the most significant items in your analysis.
               In Analysis Studio, you can specify which subtotals to show and can view summaries and calculations
               without typing complex expressions.
               The calculations available depend on how many columns or rows you select before you click Cal-
               culate.
A single row or column                          rank, show values as a percentage of the total, round or round
                                                down values, and show absolute values
Three or more rows or columns                   aggregate calculations, such as sum, average, maximum, and
                                                minimum
               You can perform calculations in Analysis Studio by using predefined summaries (p. 61) or item-
               based calculations (p. 62).
Subtotal Calculations
               Subtotals present data more conveniently when large dimensions contain too much data to be shown
               in the crosstab. A subtotal summarizes the measure based on the rules defined in the data source
               or model. You can specify the number of items to show in the crosstab (p. 41).
Subtotal Description
Subtotal (visible)                        The sum of the visible items, which is updated automatically as you
                                          change the data in the crosstab.
More                                      The values of the remaining items beyond the specified number that still
                                          meet any filter criteria. More changes to More & Hidden if there are any
More & Hidden
                                          hidden values. This subtotal is updated automatically as you change the
                                          data in the crosstab.
Total (included in the filter)            The sum of the subtotal of visible items and the More or More & Hidden
                                          subtotal.
Subtotal (Excluded) The sum of values that are excluded, such as by being filtered out.
60 Analysis Studio
                                                                                 Chapter 7: Using Calculations
Item A
                                                                                 Visible
                                                       Item B
                                                                                            Included
                                                       Item C...
              Items that meet
              the filter criteria                   Subtotal (n)
                                                                                                        All
                                                  More & Hidden
The only subtotal you can use with selection-based sets is Total.
          Steps
          1. Choose whether to specify the default subtotals to show for all existing and new sets in the
             analysis or for an individual set:
              ●    To specify the default subtotals to show for all existing and new sets, from the Settings
                   menu, click Totals and Subtotals.
                   Tip: To view the values for the More & hidden subtotal, change Don’t show values to
                   Show the values.
● To specify the default subtotals to show for an individual set, select the set, and then click
2. Select the subtotals that you want to show and clear the subtotals that you want to hide.
3. Click OK.
Summary Calculations
          Summary calculations apply to all included values (p. 59).
          Analysis Studio provides the following predefined summary calculations:
          ●   Sum
                                                                                                       User Guide 61
Chapter 7: Using Calculations
● Average
● Maximum
● Minimum
● Median
● Variance
● Standard Deviation
● Count
                Steps
                1. Select the set that you want to summarize.
                     Tip: To remove a row or column of summarized data, right-click the row or column and click
                     Delete.
Item-based Calculations
                You can create a calculation if you need a comparison or ratio that does not exist in the data source,
                such as actual revenue as a percentage of planned revenue, or the average revenue per employee.
                Note: The difference between the arithmetic operation + (addition) and the analytic operation Sum
                is how nulls are handled in calculations: the addition of null and any number is still null. The sum
                of items whose values include one or more nulls results in a sum value.
                You can perform the following arithmetic calculations in an analysis.
Absolute Calculates the absolute value of the numbers in the selected item.
62 Analysis Studio
                                                                       Chapter 7: Using Calculations
Round Rounds the values in the selected item to the nearest integer.
Round down Rounds the values in the selected item to the next lowest integer.
Square root Calculates the square root of the values in the selected item.
You can perform the following ranking calculations in an analysis. By default, the highest value is
ranked 1.
Ranking Description
                                                                                      User Guide 63
Chapter 7: Using Calculations
Ranking Description
                Notes
                ●    You cannot use addition calculations or aggregation calculations that refer to different hierarchies
                     from the same dimension.
                ●    Cells show "--" (two dashes) rather than a value in calculations that use nonadditive measures
                     such as count or average. Nonadditive measures are distinguished by a nonadditive measure
                     icon    in the source tree.
                Steps
                1. Select the rows or columns that you want to use in the calculation.
64 Analysis Studio
                                                                                Chapter 7: Using Calculations
● To use existing items, click the items you want in the Available items box.
6. Click OK.
           The calculated results appear in a new row or column after the last item used as an operand in the
           calculation.
           Tips
           ●   To make the name of the calculated row or column more meaningful, or to avoid a default
               heading name which is too long, type a new name in the Name box.
● To edit a calculation, right-click the calculated row or column and click Edit this Calculation.
● multiplication or division
● aggregation (rollup)
           ●   remaining arithmetic functions: absolute, round, round down, average, minimum, maximum,
               medium, count
                                                                                                 User Guide 65
Chapter 7: Using Calculations
                If both calculations have the same precedence, for example, if they are both business functions,
                then the row calculation takes precedence.
                If you have the necessary permissions, you can open your analysis in Report Studio and override
                the order of precedence by changing the solve order property. For more information, see the Report
                Studio Professional Authoring User Guide.
Rank Values
                Ranking items identifies their relative position to help you compare data.
                For example, you can rank a product line, such as golf equipment, to identify how well sales for
                golf equipment performed relative to other years.
                You can also rank to identify how well sales for golf equipment performed relative to other products
                in the same axis.
                Ranking operations include rank, percentile, quartile, and quantile (p. 62).
                If you use the default settings, you can rank values quickly by right-clicking a single row or column
                and clicking Rank.
                Analysis Studio uses Olympic ranking for data sources.
                The exception is that SAP/BW data sources use serial ranking.
                Olympic ranking handles ties by assigning an equal rank to items with equal results. Serial ranking
                handles ties by assigning a sequential number to items in the order they are retrieved in the data
                source.
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                                                                                         Chapter 7: Using Calculations
                 Steps
                 1. Select a row or column to rank.
3. Click Custom.
5. Choose the desired options under Operation, Available items, and Based on measure.
                 6. Under Rank, choose whether to rank within the selected item only, or to rank with other values
                    on the same axis.
7. Click OK.
You can now sort the rank results to show them in numerical order.
                 Steps
                 1. Select a row or column to rank.
3. Click Custom.
                                                                                                        User Guide 67
Chapter 7: Using Calculations
● Change the scope of the rank, such as by ranking only within visible items.
7. Click OK.
You can now sort the rank results to show them in numerical order.
                Steps
                1. Open the Order Methods Trend analysis (p. 48).
                3. In the Calculate dialog box, under Rank, click Compare each value in Fax with other values
                     in Order method.
4. Click OK.
A new row appears that ranks the Fax order method against other order methods for each year.
You can see that both Fax and Mail rank low in every year.
                6. Save the analysis as Order Methods Rank, leave the default destination folder as Public Folders,
                     and click OK.
68 Analysis Studio
Chapter 7: Using Calculations
               User Guide 69
Chapter 7: Using Calculations
70 Analysis Studio
Chapter 8: Sharing Results
               After you complete your analysis and identify the data that best answers your business question,
               you may need to share that information with colleagues.
               A saved analysis can be viewed, printed, scheduled, or enhanced further in Report Studio like any
               other report.
               If you have the necessary permissions, you can open your analysis in Report Studio to enhance an
               analysis or deliver it to different people. You can change the default presentation styles to meet
               your corporate standards, define bursting rules, or modify the query expressions to improve per-
               formance. For more information, see the Report Studio User Guide.
Tip: To open your analysis in Report Studio, from the File menu, click Open with Report Studio.
               Note: If you make and save changes to an Analysis Studio analysis in Report Studio, the analysis
               can no longer be opened in Analysis Studio.
               When an analysis is imported into Report Studio, the report contains one query which processes
               all the sets found on the crosstab. Each set is defined by 18 data items that segment and summarize
               the base set definition. To maintain reports converted from Analysis Studio in Report Studio, you
               should understand what each of these items represents and how they relate to each other. For more
               information, see the Report Studio User Guide
               Analysis results can be shared in the following ways:
               ●   as HTML output in Cognos Viewer (p. 74)
               To improve the presentation of the results, you may want to add a title, separate the data on different
               pages, or expand the values in More to show all the details (p. 71).
               Note: When you run an analysis in Cognos Viewer after selecting the Outermost groups on rows
               option under Page breaks on the Display tab in the Report options dialog box, the outer nesting
               group is always expanded and any calculations are not shown.
Tab Purpose
Display                       Specify whether and where to show the cube update information and filter criteria.
                              Define page breaks.
Paper Set paper orientation and paper size if the output format is PDF.
                 Steps
                 1. Open the analysis.
3. Change the values that meet your reporting needs and click OK.
                 Note: If an analysis contains suppressed items in nested rows, selecting the Outermost groups on
                 rows check box may produce unexpected results when you run a report in Cognos Viewer.
                 The page break settings are ignored if the analysis contains no corresponding groups or context
                 items.
                 The page break options do not apply to charts. Charts appear on a single page.
                 Steps
                 1. From the Run menu, click Report Options.
2. On the Page tab under Page breaks, choose a type of page break:
                     ●   To insert a page break at the outermost rows, select the Outermost groups on rows check
                         box.
                     ●   To insert a page break at each child member of a selected context item, select the Context
                         item check box. You can only use one context item. If the Context section of the overview
                         area contains more than one item, click the context item you want from the drop-down
                         list under Context item.
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                   Note: Analysis Studio inserts one page break for each child member of the selected context
                   item. For example, if you click the Order Method context item in the drop-down list, the
                   pages will break at Fax, Telephone, Mail, and so on.
3. Click OK.
Tip: To specify default page breaks, clear all the check boxes.
Apply a Template
           You can apply a template to your analyses to give them the same look. For example, you can use
           a template to customize page headers and footers and to display a company logo.
           Analysis Studio templates must be created in Report Studio before they can be applied. For more
           information, see the Report Studio User Guide.
           Note: Templates created in previous versions of IBM Cognos 8 may not be compatible with Analysis
           Studio.
           Steps
           1. Open the analysis that you want in Analysis Studio.
3. On the Report Template tab, click Apply Template and then click Select a template.
4. Locate the template you want to apply, click it and then click Open.
5. Click OK.
           6. If you want to remove any custom formatting previously added to the report, select the Reset
               all styles to template defaults check box.
           7. Click OK.
               The template is applied when the analysis is run in Cognos Viewer.
           Tips
           To remove a template, on the Report Template tab, click Use Default Template.
           Steps
           1. From the Run menu, click Report Options.
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Chapter 8: Sharing Results
                         Note: This option makes unavailable the drill-up and drill-down capability in Cognos
                         viewer.
                     ●   To create a report that you can explore by drilling up or down in Cognos Viewer, select
                         Use as interactive report.
                         This output may be modified by the drill rules of Cognos Viewer, and may have some
                         visual differences from the analysis as seen in Analysis Studio.
3. Click OK.
                Steps
                1. Open the analysis that you want in Analysis Studio.
                3. In the Data format dialog box, under General properties, click a property and type in the
                   characters you want to use for that property.
4. Click OK.
                Tips
                To revert to the original format, click Reset.
                Steps
                1. Open the report that you want in Analysis Studio.
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                                                                                Chapter 8: Sharing Results
        Steps
        1. Open the report that you want in Analysis Studio.
            Tip: To specify the orientation and page size of your PDF report, from the Run menu, click
            Report Options and then click the Paper tab.
        Steps
        1. Open the report that you want in Analysis Studio.
                                                                                             User Guide 75
Chapter 8: Sharing Results
                You can also view output in HTML, PDF, CSV, and Excel or Excel 2000 format.
                You cannot export charts to XML files.
                Steps
                1. Open the analysis that you want in Analysis Studio.
                Steps
                1. Open the analysis that you want in Analysis Studio.
                     Tip: To view the report in another Excel format, click the Excel button     in Cognos Viewer
                     and select the desired format.
Print Output
                Print an analysis to obtain a paper copy. For best results, use the PDF format (p. 75).
                For more information, see the IBM Cognos Connection User Guide.
                Steps
                1. Open the analysis that you want.
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                                                                 Chapter 8: Sharing Results
Tip: To specify the orientation and page size of your PDF report, from the Run menu, click
Report Options and then click the Paper tab.
                                                                             User Guide 77
Chapter 8: Sharing Results
78 Analysis Studio
Chapter 9: Analysis Studio Examples
               If you have some experience with Analysis Studio and want to improve your skills, you can try
               these example tasks. Each example gives you some guidelines on how to create each sample analysis.
               If you have never used Analysis Studio, see the Analysis Studio Tour first to learn basic skills.
               If you need more help, see "Insert Items" (p. 25) and "Insert Sets of Items in Complex Lay-
               outs" (p. 39).
               Steps
               1. Create a new analysis using the Sales and Marketing (cube) package.
You now want to insert a new set between Order Method and Products.
5. In the source tree, press Ctrl+click to select Asia Pacific and Americas (in Retailers).
               6. Right-click the selected names and, from the Insert menu, click Above Selected Set.
                   Your analysis will look like this.
If you need more help, see "Use Custom Sorting" (p. 46).
                Steps
                1. Create a new analysis using the Sales and Marketing (cube) package.
● Retailers as rows
3. Right-click the 2005 column in the crosstab and click Sort, Descending.
                     Note the change in Products. You now want to sort the sales territories in order of profitability
                     for 2005. But if you select Retailers and sort descending, the default will sort based on the
                     summary for all years, even though you are interested in performance for 2005.
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                                                                      Chapter 9: Analysis Studio Examples
            See what happens to the top performers when you filter the crosstab using different order
            methods or when you change the default measure.
        6. Sort in descending order, and under Options, change the value in Based on the column from
            the default to 2005. Leave the default in By measure as Gross Profit.
            Your analysis will look like this.
● What are the top three products in each of the top five markets?
        If you need more help, see "Insert All the Items of a Level" (p. 32), "Limit Data to Top or Bottom
        Values" (p. 53), and "Filter Values Using Context" (p. 51).
        Steps
        1. Create a new analysis using the Sales and Marketing (cube) package.
                                                                                           User Guide 81
Chapter 9: Analysis Studio Examples
● all the items in the Retailer country level (in Retailers) in the rows
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                                                                     Chapter 9: Analysis Studio Examples
       If you need more help, see "Use a Summary Calculation" (p. 62) and "Create a Custom Fil-
       ter" (p. 54).
       Steps
       1. Create a new analysis using the Sales and Marketing (cube) package.
● all the items in the Product level (in Products) as the rows
       5. Create a filter to find the least profitable products, such as products whose average revenue is
          1,000,000 or less.
           Your analysis will look like this.
● What is the rank of the order methods in relation to all order methods?
If you need more help, see "Exclude Items" (p. 52) and "Use Custom Ranking" (p. 67).
       Steps
       1. Create a new analysis using the Sales and Marketing (cube) package.
                                                                                           User Guide 83
Chapter 9: Analysis Studio Examples
7. Under Rank within the following, click All items, then click OK.
84 Analysis Studio
Appendix A: Troubleshooting
               This chapter describes some common problems you may encounter. For more troubleshooting
               problems, see the Troubleshooting section of the Administration and Security Guide.
● In the report options, the page breaks setting is applied to the outermost groups on rows.
               To avoid this result, in Analysis Studio you can do one of the following:
               ●   In the report options, clear the page breaks setting.
● Move the outermost group to the context filter area before applying suppression.
                   You can also run the report as is. To prevent this message from appearing, from the Run menu,
                   click Report Options. On the Display tab, clear the checkbox under Warning page.
                   If you do not have access to Analysis Studio, contact your administrator.
                If this occurs, you can right-click the caption and select Drill Up or Drill Down in the shortcut
                menu.
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                                                                                Appendix A: Troubleshooting
        You can select multiple attributes for a selected crosstab set in Analysis Studio by using the Properties
        pane . By selecting multiple attributes before clicking OK or Apply in the dialog box, only a single
        query for all selected attributes is executed, instead of one per attribute. Multiple selection in the
        UI is the preferred approach for enabling the display of more than one attribute for dimensionally
        modeled relational data source packages, because of the reduced performance impact on the relational
        data source.
        ●   For PowerCubes that do not contain an embedded currency table, set the fallbackCurrency
            parameter as the default currency.
                                                                                                 User Guide 87
Appendix A: Troubleshooting
                This .dll file is part of the ctfmon.exe speech recognition application. You may turn off any speech
                recognition application installed on your computer before unregistering the .dll file.
                For more information about turning off speech recognition, see
                http://support.microsoft.com/kb/313176/EN-US/
                540718
88 Analysis Studio
                                                                   Appendix A: Troubleshooting
To avoid this problem, when filtering your reports in the IBM Cognos studios, use context filters
that match the default selections shown in the Executive Viewer user interface. This ensures that
the cell values in IBM Cognos 8 match the values in Executive Viewer.
592662
                                                                                   User Guide 89
Appendix A: Troubleshooting
90 Analysis Studio
Appendix B: Samples
               Analysis Studio includes sample analyses that are based on the fictional retail company, The Great
               Outdoors. You can find these and other analyses in the Analysis Studio Samples folder on the
               Public Folders tab of IBM Cognos Connection.
                ●    a metrics database and the associated metrics, including a strategy map for the consolidated
                     company
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                                                                               Appendix B: Samples
Note: You must have Metric Studio installed to use the metrics database and associated metrics.
●   interactive reports that let you hover over report features to learn how the features work and
    why they were included
Note: These reports are stored in the Interactive Samples folder of the IBM Cognos 8 installation.
Security
You can add security to the samples using an employee list included with the product. The list is
in the form of an LDIF file that can be imported into any directory server, such as the Sun Java
System Directory Server.
Note: You can download a version of the Sun Java System Directory Server from the Sun Web site
(http://www.sun.com/download/). For more information, see the Installation and Configuration
Guide. For information about conformance, see the IBM Cognos Resource Center (http://www.
ibm.com/software/data/support/cognos_crc.html).
                                                                                      User Guide 93
Appendix B: Samples
94 Analysis Studio
Appendix C: Tips for IBM Cognos Series 7
PowerPlay Users
               Like IBM Cognos Series 7 PowerPlay Web, Analysis Studio helps you answer business questions
               quickly and easily. Analysis Studio supports the same drill-up and drill-down behavior and drag-
               and-drop control as IBM Cognos Series 7 PowerPlay while addressing demands for more effective
               ways to analyze large amounts of data.
               One important difference between IBM Cognos Series 7 PowerPlay and Analysis Studio is that the
               amount of data shown in Analysis Studio is reduced to improve query performance, to show only
               the data you needs, and to help you focus on the analysis.
Enhanced user interface                The enhanced Analysis Studio user interface (p. 17), which includes the
                                       source tree, a crosstab, and the overview area, lets you access and manip-
                                       ulate data from large OLAP (online analytical processing) sources.
Easier comparative analysis            Two key IBM Cognos Series 7 PowerPlay Windows capabilities are now
                                       available for Web use:
                                       ●   selecting multiple members from anywhere in a hierarchy (p. 31)
More filters                           Enhanced Top or Bottom filters and the ability to create multiple filter
                                       rules by combining filters help you to focus on the data that answers your
                                       business needs (p. 51).
More calculations                      New summary calculations such as average, count, and variance let you
                                       summarize a set of related items without the need to retrieve all the data
                                       (p. 61).
                                       Ranking calculations such as rank and quartile help to show the relative
                                       importance of the data in your analysis (p. 66).
More chart types and chart configura- IBM Cognos 8 supports more charts, such as Pareto charts, and more chart
tions                                 configurations, such as 100% stacked charts (p. 109).
Support for more data sources           OLAP access is enhanced to expose unique features, such as named sets
                                        and attributes. IBM Cognos 8 also supports relational data that is dimen-
                                        sionally modeled in Framework Manager, the IBM Cognos 8 modelling
                                        solution.
Explain                                 For items in the source tree, use the Information pane (p. 19). For items
                                        in a crosstab or chart, use the properties pane (p. 19).
                 The following illustration shows the major interface elements in Analysis Studio with their new
                 names:
96 Analysis Studio
                                                      Appendix C: Tips for IBM Cognos Series 7 PowerPlay Users
                                                                                                         Overview
                                                                                                         Area
 Analysis                                                                                                 Properties
 Items Tab                                                                                                Pane
 Information
 Pane
The Crosstab
               When viewing very large reports, much of the data is of little interest to the viewer. Analysis Studio
               shows an amount of data that is limited by design, as well as by any filters added by the user, and
               summarizes the remaining data in a single subtotal called More (p. 59). This technique lets you
               sample enough data to quickly understand the problem and helps you focus on the most significant
               data.
               To change the number of rows or columns that are shown in a set, right-click More and change
               the Number of Visible Items setting in the properties pane (p. 41). The default number of items
               shown and the maximum number of items shown is controlled by the administrator.
               To view all the items in a report, you can run the report like any other report in IBM Cognos 8
               (p. 74).
               In Analysis Studio:
               ●   the row and column labels are always in view
● in the measures cell of the crosstab, you can right-click to change the default measure
               ●   in the measures cell of the crosstab, you can right-click Show Values As to calculate the percent-
                   age on nested subtotals, % of each row total, and % of each column total
● you can insert single items with or without details (p. 32)
                                                                                                     User Guide 97
Appendix C: Tips for IBM Cognos Series 7 PowerPlay Users
                 In some cases, new icons have been introduced to provide more information about the data you
                 are exploring.
                 The source tree in Analysis Studio limits the number of members that are shown when you browse
                 data. This technique allows you to see data at any level while avoiding the usability and performance
                 issues caused by viewing lists that contain thousands of members. You can search for items of
                 interest (p. 24) and drag the results directly into the crosstab as rows or columns.
Cube Package
Category             Member
                                          This icon represents a member. Can also represent root members in a
                                          hierarchy that contains multiple root members.
                     Root Member
                                          This icon represents a root member in a hierarchy that contains only one
                                          root member.
Measure              Measure
                                          This icon represents quantitative data, such as revenue or quantity.
                     Nonadditive meas-
                     ure               This icon represents a measure that cannot be summarized through
                                       addition, such as an average or a percent.
98 Analysis Studio
                                                     Appendix C: Tips for IBM Cognos Series 7 PowerPlay Users
The Toolbar
                The toolbar, which provides access to frequently used actions in Analysis Studio, is now at the top
                of the window to be consistent with other IBM Cognos 8 components.
Find Search
Run
                                         To view all of the data in the analysis or to see how it will show in Cognos
                                         Viewer, click the desired output type (p. 71).
You can use the report options to specify a title or expand More (p. 71).
Drill Through Go To
Filter
                                         In IBM Cognos Series 7, PowerPlay Windows users can define filter rules,
                                         but PowerPlay Web users cannot.
                                         Analysis Studio supports filtering by measure, name, or attribute, and
                                         provides flexible AND and OR operators (p. 51).
To see other options, from the Settings menu, click Suppress (p. 55).
                                                                                                      User Guide 99
Appendix C: Tips for IBM Cognos Series 7 PowerPlay Users
Sort Sort
                                            Analysis Studio offers enhanced sort capabilities. For example, you can
                                            sort nested rows and columns in different ways (p. 46).
Subtotals
Summarize
Calculate Calculate
                                            New ranking and analytical functions have been added to the many
                                            PowerPlay Web calculations as well as the ability to create compound
                                            expressions (p. 59).
Chart type
Sets
               Sets (p. 35) are the basic building block of Analysis Studio. A set identifies a group of items from
               a single hierarchy. In IBM Cognos Series 7 PowerPlay Web, most actions apply to all the rows, all
               the columns, or the entire crosstab. In Analysis Studio, you can manipulate the individual sets in
               the crosstab.
               Sets may be
               ●      sorted by value, label, or attribute (p. 45)
● saved as a custom set for reuse later in the analysis (p. 57)
        Custom Sets
        IBM Cognos Series 7 Version 3 PowerPlay introduced custom subsets to the Web. To define a
        custom subset, you select a dimension in the dimension viewer and then add it to the crosstab.
        To extend this capability, custom sets in Analysis Studio are defined by selecting a set from the
        rows and columns in the crosstab. This lets you see the data first to confirm your selection and
        saves the original calculations, sorting, and display properties that define the set.
        For example, in IBM Cognos Series 7 PowerPlay, a custom subset based on a search expression
        maps to a filter by name. But in Analysis Studio, this filter rule may be extended to include measures
        or attributes such as dates.
        Note: A popular feature in IBM Cognos Series 7 Version 3 is the ability to select multiple rows or
        columns and generate a subset from this selection. In Analysis Studio, you can simply select the
        desired multiple items in the source tree and drag them to the crosstab.
        Can I use my IBM Cognos Series 7 cubes and reports in IBM Cognos 8?
        Yes. You can use cubes created with IBM Cognos Series 7 Version 2 (7.1) or IBM Cognos Series 7
        version 3 (7.3) in IBM Cognos 8. For up-to-date information about the availability of the migration
        and upgrade tools, visit the IBM Cognos Resource Center (http://www.ibm.com/software/data/
        support/cognos_crc.html).
        You make cubes and reports available in IBM Cognos Connection by using Framework Manager
        to publish them.
        To open IBM Cognos Series 7 reports after they are published, click the More link in IBM Cognos
        Connection for the report you want, and then, on the Perform an action page, click Open with
        Analysis Studio or Open with Report Studio.
Note: If you save over the existing PowerPlay report, it is replaced by the new analysis or report.
        To swap rows and columns, click the swap rows and columns button             on the toolbar. To
        rearrange nested sets, you can use the interactive overview area (p. 20) to move sets in the crosstab.
        You can also use the overview area to filter by context (p. 51).
               Use Down a level or Up a level to show the next level of detail and delete the preceding level in one
               step.
               Which features have not been brought forward from IBM Cognos Series 7 PowerPlay
               Web to Analysis Studio?
               Several features have not been brought forward to Analysis Studio. You can accomplish some of
               these tasks by opening the analysis in Report Studio (p. 71), such as creating prompts from filters,
               specifying filters based on depth, and exception highlighting, which is called conditional formatting
               in Report Studio.
               80/20 suppression has been replaced with Top or Bottom filtering in Analysis Studio.
               Some IBM Cognos Series 7 features that remain outstanding are forecast, accumulate, and cumulative
               percent of base.
Instead, click Open first and then choose to save the report.
● Exponential Symbol
● Group Separator
● AM String
● Day Name
● Month Name
● PM String
● List Separator
● Percent Symbol (Excel does not support percent symbols for charts)
● Multiplier
● PerMill Symbol
● Plus Sign
● Era Name
● Show Era
Format Version
● maximum characters
Some layouts do not show exactly in HTML and PDF due to Microsoft Excel limitations.
               Charts are a graphical way of presenting data. For example, you can create a chart to visualize how
               actual sales compare to projected sales or to discover whether sales are falling or rising over quarterly
               periods.
               Some chart types are not supported for Microsoft Excel output or appear differently. For more
               information, see "Limitations When Producing Reports in Microsoft Excel Format" (p. 103).
               Chart Elements
               The following example shows the most common chart elements. You can add extra elements such
               as baselines and notes using Report Studio.
                               gridlines
title
subtitle
                                                                                                data series
                y-axis title
categories
x-axis labels
                                                                                                x-axis title
                footer
               Axes
               Axes are lines that provide a frame of reference for measurement or comparison.
               The y-axis refers to measures of quantitative data, such as sales figures or quantities. Charts may
               have more than one y-axis.
               The x-axis or ordinal axis plots qualitative data, such as products or regions. It runs horizontally,
               except in bar charts.
               The z-axis is the vertical axis in a 3-D chart.
               Gridlines
               Axes are lines that provide a frame of reference for measurement or comparison. Major gridlines
               extend from the tick marks on an axis and run behind the data markers.
               Data Series
               A data series is a group of related data points plotted in a chart. Each series has a unique color or
               pattern and is described in the legend.
               In the example chart, the data series are order years 2004, 2005, and 2006.
               Legend
               A legend is a key to the patterns or colors assigned to the data series or categories in a chart.
               Categories
               Categories are groups of related data from the data series plotted on the x-axis. Categories of
               multiple data series are shown together using clustered and stacked data markers.
               In the example chart, the categories are the product lines of The Great Outdoors Company in
               clustered columns.
Column Charts
               Column charts are useful to compare discrete data or to show trends over time.
               Column charts use vertical data markers to compare individual values.
               The following example uses actual values to show the revenue for each product line.
        Column charts can plot data using standard, stacked, 100 percent stacked, and three-dimensional
        configurations.
Bar Charts
        Bar charts are useful for showing trends over time and for charts that plot many data series.
        Bar charts use horizontal data markers to compare individual values.
        The following example shows actual revenue for every country.
Bar charts can plot data using standard, stacked, and 100 percent stacked configurations.
Pie Charts
        Pie charts are useful for highlighting proportions.
        Pie charts use segments of a circle to show the relationship of parts to the whole. To highlight actual
        values, we recommend that you use another chart type, such as a stacked chart.
        Pie charts plot a single data series. To avoid multiple pies when plotting multiple data series, we
        recommend that you use a 100 percent stacked chart.
               Reports in PDF or HTML format are limited to show a maximum of 16 pie or gauge charts. If you
               need to see more, run the report in Excel Single Sheet format and they all appear in the report.
               The following example shows that the largest proportion of revenue comes from the Americas,
               followed closely by the Central Europe region.
Pie charts can plot data using standard, 100 percent, and three-dimensional configurations.
Line Charts
               Line charts are useful for showing trends over time and for charts with many data series.
               Line charts plot data at regular points connected by lines.
               We do not recommend that you use stacked line charts because they are difficult to distinguish from
               unstacked line charts using multiple data series.
               The following example shows a rising revenue trend in every territory.
               Line charts can plot data using standard, stacked, 100 percent stacked, and three-dimensional
               configurations.
Pareto Charts
               Pareto charts are useful for prioritizing and focusing process changes.
        Pareto charts rank categories from the most frequent to the least frequent. It is more effective to
        act on the most frequent causes of events than to solve an easy yet infrequent issue.
        You can create before and after comparisons of Pareto charts to show the impact of corrective
        actions. These charts are not supported for Microsoft Excel output.
        The following example shows that the most frequent reason for product returns is unsatisfactory
        product.
Column-Line Charts
        Column-line charts are useful for comparing two different measures. An additional quantitative
        axis appears on the right side of the chart.
        This column-line chart shows the quantity of units sold as a column chart and the quantity of
        returns as a line chart.
Area Charts
        Area charts are useful for emphasizing the magnitude of change over time. Stacked area charts are
        also used to show the relationship of parts to the whole.
               Area charts are like line charts that have the areas below the lines filled with colors or patterns.
               We do not recommend that you use standard area charts in a chart that has multiple data series
               because it is possible for areas with lower values to be covered by others.
               The following example shows the quantity of products sold over a two-year period in multiple
               territories.
               Area charts can plot data using standard, stacked, 100 percent stacked, and three-dimensional
               configurations.
Radar Charts
               Radar charts are useful as a comparative tool and for charts with few data series.
               Radar charts integrate multiple axes into a single radial figure. Data is plotted on each axis and
               joined to adjacent axes by connecting lines.
               The following example shows the revenue from multiple retailer types in multiple territories.
               Radar charts can plot data using standard and stacked configurations.
               By default, Analysis Studio uses standard and stacked area radar charts. To create a chart as shown
               in the example, you must use Report Studio.
Point Charts
          Point charts are useful for showing quantitative data in an uncluttered fashion.
          Point charts use multiple points to plot data along an ordinal axis. A point chart is similar to a line
          chart without the lines. Only the data points are shown.
          The following example shows the revenue for each product line.
Chart Configurations
          Chart configurations specify the grouping type of the columns, bars, lines, and areas in a chart.
          Some examples are standard, stacked, and 100 percent stacked charts.
Standard Charts
          Standard or absolute charts are useful for comparing specific values and for representing discrete
          data, such as different regions or individual employees. For example, a standard column chart that
          plots regional sales emphasizes the actual value that each region achieves in sales.
          Standard charts plot the actual value of each data series from a common axis.
          When you create charts using multiple data series, you can distinguish each series by the color or
          pattern of its data marker. Related data series are shown together in clusters for easy comparison.
          In area and radar charts that have multiple data series, areas with lower values may be covered by
          others.
          The following example shows the revenue values for each product line within each territory.
Stacked Charts
               Stacked charts are useful for comparing proportional contributions within a category. They plot
               the relative value that each data series contributes to the total. For example, a stacked column chart
               that plots product line sales will emphasize the proportion that each product line contributes to the
               total in each territory.
               You can distinguish each data series by the color or pattern of its section in the stack. The top of
               each stack represents the accumulated totals for each category.
               We recommend that you do not use the stacked configuration in line charts that have multiple data
               series because it is difficult to distinguish between standard and stacked configurations.
               The following example shows the high proportion that camping equipment contributed to the actual
               revenue in most markets.
          You can distinguish each data series by the color or pattern of its section in the stack. Each stack
          represents 100 percent.
          100 percent stacked charts highlight proportions. When actual values are important, we recommend
          that you use another chart configuration.
          The following example shows the percentage of sales for each product line in each region.
Three-dimensional Charts
          Three-dimensional charts are useful for creating charts with high visual content, such as graphics
          for use in presentations.
          Three-dimensional column, bar, line, and area charts plot data by using three axes.
          Three-dimensional pie charts have a three-dimensional visual effect.
          We recommend that you do not use three-dimensional charts when you need to show exact values,
          such as for control or monitoring purposes. The distortion in three-dimensional charts can make
          them difficult to read accurately.
          The following example shows actual revenue for each product line in each territory. Note the
          skipping of the labels on the x and y axes.
               analysis
               A process where a user interacts with data to gain insight and understanding. In IBM Cognos 8,
               Analysis Studio is designed to facilitate analysis.
               attribute
               In dimensional models, a property that provides qualitative information about members of a level
               in a dimension. For example, the Store level within the Retailer dimension might have properties
               such as address or retail space. In general, dimensional attributes do not have measure values or
               rollups associated with them, but are used to locate or filter members.
               In relational models, a query item that is not a measure or identifier. When a query item is an
               attribute, it is not intended to be aggregated, or used for grouping or generating prompt pick lists.
               In BI modeling, a characteristic of an entity which is descriptive rather than a unique identifier or
               an aggregative measure.
               cube
               A multidimensional representation of data needed for online analytical processing, multidimensional
               reporting, or multidimensionl planning applications.
               custom set
               In Analysis Studio, a named object which can include filter rules, calculations, and sort rules. Custom
               sets can define a set of members that is different from any set originally defined in the cube model.
               dimension
               In Cognos Planning, a list of related items such as Profit and Loss items, months, products, customers,
               and cost centers, including calculations. The rows, columns, and pages of a cube are created from
               dimensions.
               In Cognos BI, a broad grouping of descriptive data about a major aspect of a business, such as
               products, dates, or locations. Each dimension includes different levels of members in one or more
               hierarchies and an optional set of calculated members or special categories.
               drill down
               In a multidimensional representation of data, to access information by starting with a general category
               and moving downwards through the hierarchy of information. For example from Years to Quarters
               to Months.
               drill up
               To navigate from one level of data to a less detailed level. The levels are set by the structure of the
               data.
               hierarchy
               The organization of a set of entities into a tree structure, with each entity (except the root) having
               one or more parent entities and an arbitrary number of child entities.
               measure
               A performance indicator that is quantifiable and used to determine how well a business is operating.
               For example, measures can be Revenue, Revenue/Employee, and Profit Margin percent.
               member
               A unique item within a hierarchy. For example, Camping Equipment and 4 Man tent are members
               of the Products hierarchy.
               package
               A subset of a model, which can be the whole model, to be made available to the Cognos server.
               predefined set
               A set of members defined inside an OLAP data source as a list or by an expression. Predefined sets
               can be used in analysis and report authoring.
               selection-based set
               A collection of individual items that the user has explicitly selected. The items or members may be
               selected from one or more levels of the same hierarchy.
               set
               A collection of related items or members. Members in a set may be specifically chosen, or selected
               by one or more filter rules.
calculations                         creating, 46
    %, 62                            hotspots, 47
    % difference(growth), 62         limitations, 85
    % of total, 62                   lines, 112
    absolute, 62                     opening in Report Studio, 46
    average, 62                      Pareto, 112
    difference, 62                   pies, 111
    division, 62                     points, 115
    editing, 11, 64                  radars, 114
    item-based, 62              circle charts, See pie charts
    limitations, 64             column charts, 110
    maximum, 62                 columns
    median, 62                       hiding, 41
    minimum, 62                      selecting, 37
    percentile, 62                   showing, 41
    position, 13                column widths
    product, 62                      Microsoft Excel limitations, 105
    quantile, 62                combining
    quartile, 62                     user-defined filters, 55
    rank, 62                    context
    roll up, 62                      changing, 20
    round, 62                        filters, 51
    round down, 62                   locking, 52
    solve order, 65                  pinning, 52
    square root, 62             contribution, See percentage
    sum, 62                     count, 61
    summary, 61, 62             creating
categories, See members              analyses, 23
changed features                     charts, 46
    data formats for OLAP, 13        custom sets, 57
changing                             user-defined filters, 54
    context, 20                 crosstabs
    default measure, 27              layouts, 38, 39
    properties, 19                   nested, 37, 38
chart configurations, 110       CSV output
    100% stacked, 116                running, 75
    3-D, 117                    cubes
    stacked, 116                     definition, 119
    standard, 115               cube update data, 86
charting                        cube updated date, 11
    example, 48                 currencies
charts                               filters, 54
    areas, 113                  currency data formats
    bars, 111                        Microsoft Excel limitations, 106
    columns, 110                curve charts, See line charts
    configurations, 110
custom rank                             E
    example, 83                         editing
custom sets                                  calculations, 64
    creating, 57                        emailing reports
    definition, 119                          Microsoft Excel format reports, 107
    limitations, 57                     errors
custom sort                                  troubleshooting, 85
    example, 80                         Essbase changes, 88
                                        example
D                                            charting, 48
data                                         ranking, 68
     calculating, 59                    examples
     exploring, 43                           asymmetrical crosstab, 79
     filtering, 51                           calculation and filter, 82
     finding, 24                             custom rank, 83
     inserting, 25                           custom sort, 80
     large, 16                               top or bottom filter, 81
     limiting, 51                       Excel output
     ranking, 66                             running, 76
     replacing, 40                      Excel reports
     sharing, 71                             Analysis Studio, 88
     sorting, 45                        excluding
data formats                                 items, 52
     changed features for OLAP, 13      exiting
     Microsoft Excel limitations, 106        Analysis Studio, 23
data lineage, 10                        expand and go down a level, 38
default measure, 27                     exploring
     changing, 27                            data, 43
defining
     page breaks, 72                    F
design mode for Analysis Studio, 11     features
difference, 62                               Get Data Later, 25
different values                        filter criteria
     TM1 data sources, 88                    hiding, 71
dimension line, See overview area            showing, 71
dimensions                              filters
     definition, 119                         combining, 55
division, 62                                 context, 51
drill down                                   currencies, 54
     definition, 119                         top and bottom, 53
drilling down, 43                            user-defined, 54
drill up                                     zero and null totals, 56
     definition, 119                    finding
                                             data, 24
                                        formats
                                             not supported for Microsoft Excel, 106
formatting                                         items, 17
    limitations for Microsoft Excel outputs, 104       definition, 17
formatting capabilities, 11                            excluding, 52
                                                       including, 52
G                                                      specifying number to show, 41
Get Data Later
    feature, 25                                    J
go to, 43                                          Japanese
Great Outdoors samples, 92                             Microsoft Excel limitations, 106
growth                                             Japanese Internet Explorer
    See % difference                                   Analysis Studio, 88
    See difference
                                                   K
H                                                  Keep command, 35
hidden items
    showing, 41                                    L
hiding, 61                                         languages
    columns, 41                                         OLAP data sources, 86
    filter criteria, 71                            layouts
    rows, 41                                            crosstab, 38
    subtotals, 61                                  levels
hierarchies                                             inserting, 32
    definition, 119                                     viewing, 19
horizontal charts, See bar charts                  limitations
hotspots                                                calculations, 64
    charts, 47                                          custom sets, 57
HTML output                                             inserting multiple hierarchies, 26
    running, 74                                         Microsoft Excel output, 103
hyperlink buttons                                       page breaks, 72
    not supported for Microsoft Excel, 107              selection-based sets, 41, 45, 52, 61
                                                        sorting, 45
I                                                  limiting
IBM Cognos Resource Center, 8                           data, 51
IBM WebSphere business glossary, 9                      source tree items shown, 25
IBM WebSphere Business Glossary, 31                lineage, 10
images                                             line charts, 112
    Microsoft Excel limitations, 103               links, See go to
including                                          locking
    items, 52                                           context, 52
Information pane, 19
inserting                                          M
    data, 25                                       maximum, 61, 62
    data from multiple levels of a dimension, 31   measure
    levels, 32                                        default, 27
item-based calculations, 62                        measures
    creating, 64                                      definition, 120
     rows, 41                           count, 61
     subtotals, 61                      creating, 62
     top values, 53                     maximum, 61
     values as a percentage, 44         median, 61
single dimensions                       minimum, 61
     nesting, 38                        standard deviation, 61
solve order                             sum, 61
     calculations, 65                   variance, 61
sort                                suppression
     example, 80                        Analysis Studio, 10
sorting                                 selection-based, 55
     advanced, 46                       totals-based, 55
     custom, 46                     swapping, 40
     data, 45                           rows and columns, 40
     limitations, 45
     values, 45                     T
source tree, 17, 18                 tab
     limiting items shown, 25            Analysis Items, 19
     searching, 24                  table widths
special characters                       Microsoft Excel limitations, 105
     overriding, 12, 74             target reports, 43
special values, 12                  templates
specifying                               applying, 73
     number of items to show, 41    tips
spider charts, See radar charts          PowerPlay Series 7, 95
square root, 62                     titles
SSL, See Secure Socket Layer, 105        adding, 71
stacked                             TM1 data sources
     crosstab layouts, 38                differences, 88
stacked charts, 116                 TM1 Executive Viewer, 88
standard charts, 115                top or bottom filter
standard deviation, 61                   example, 81
star charts, See radar charts       top values
starting                                 showing, 53
     Analysis Studio, 23            totals-based suppression, 55
studios                             troubleshooting, 85
     Essbase changes, 88                 Analysis Studio, 85, 86
subtitles
     adding, 71                     U
subtotals, 59, 61                   unexpected results
     calculating, 59                    page breaks, 85
     hiding, 61                     units of measure
     showing, 61                        *, 25
sum, 61, 62                         upgrading
summary calculations, 61                changes to product behaviors, 12
     average, 61
user-defined filters
    combining, 55
    creating, 54
user interface
    Analysis Studio, 17
users
    Analysis Studio, 15
users of Analysis Studio, 15
V
values
    as percentage, 86
    filtering, 51
    ranking, 66
    showing actual, 44
    showing as a percentage, 44
    sorting, 45
    special, 12
    top and bottom, 53
variance, 61
    See % difference
    See difference
vertical bar charts, See column charts
viewing
    attributes, 19
    large amounts of data, 16
    levels, 19
    properties, 19
W
widths
    Microsoft Excel limitations, 105
work area, 17
X
XLS format
   limitations, 103
XML output
   running, 75
Z
zero suppression
    applying, 56
    removing, 56