What is compound attribute in microstrategy. MicroStrategy download site to. What is compound attribute in microstrategy

 
MicroStrategy download site toWhat is compound attribute in microstrategy  A compound attribute is an attribute with multiple columns specified as the ID column

Scenario: Attribute1 is a compound key attribute with a ginormous number of values. To display a title bar, do the following: Set Show title bar to True. Super Cubes are simply a renaming of what was previously referred to as MTDI (Multi Table Data Import) Cubes. Select Add an Advanced Qualification and click OK. Featured on Meta Update: New Colors Launched. What is a compound attribute in Microstrategy? A compound attribute has its value determined by an expression which combines two or more columns in a database to create a new column. Four types of direct relationships can exist between related attributes, and these relationships are defined by the attribute elements that exist in the related attributes. x. In MicroStrategy SQL Generation Engine, when simple Period to Date (PTD) reports are needed, there is no need to create a transformation table. In MicroStrategy, attributes are identified by the column headers of reports. You cannot change the join types of. If you make both of the above physical implementations, the SQL Engine uses the related table when no metric is included on the report. 1/10. Generally, you build a compound attribute when your logical model reflects that a compound key relationship is present. x, with the Intelligence Server running on Linux, the image in the exported PDF report appears as a red "X" as shown below: However, the images in the report display properly when the report is. 3. SUMMARY: This technote describes a current defect in MicroStrategy Web 9. The first value in each attribute is added to the list. This URL executes a report with one prompt. The formula of a compound metric is based on arithmetic operators and non-group functions. The smart metric property of a compound metric allows the user to change the default evaluation order of the metric. Attribute_ID1 = “,A1,” AND a11. The only solution that I can think of is to create a FreeForm SQL Report. Metrics: Component Objects. Generally, you create a compound attribute when your logical data model reflects that a compound key relationship is present. These units are part of an attribute, for example, Customer. It returns the base attribute that contains this form. 1 where when a Compound Attribute containing a Date Format ID is used as a dynamic textbox on a Flash document, the exporting does not format correctly when exported to a Flash MHT file. Let’s look at each of the keys in DBMS with example: Super Key – A super key is a group of single or multiple keys which identifies rows in a table. Click the Metric Options. Answer / nadia sheikh. Navigate to the Schema Objects folder, open the Attributes folder, and then the Geography folder. There are no restrictions on the names for the columns used in the expressions of a given attribute form. The Create New Attribute Form dialog box now appears. Steps to Reproduce on a Compound Grid. Attribute T contains an element t1. Using this grid, you can have multiple unrelated attributes and metrics in different sets of columns that are stitched together. In Desktop 2020 you can only use attributes in rows. To pass the prompt answer for an element prompt when the attribute has a compound ID, you separate each AttributeElementID. Important: Parts of a compound attribute cannot be omitted. In Data Preview page, use ctrl or shift key to select multiple columns, and right mouse click, choose "Create Multiform Attribute" function, as shown below: In the Create Multi-form Attribute window, assign Form. A Compound Grid stitches multiple simple Grid visualizations together to provide a more holistic grid view with richer data insights. Count of Parents in Platform Analytics: There is an OOTB metric called Objects, which calculates the parents of a component object. Click Insert Visualization . To create a compound key (composite key), users must create multiple attribute forms, group them together, and set the form group as the key for the attribute. Today, we are covering how to create derived attributes and metrics in MicroStrategy. 1 where when a Compound Attribute containing a Date Format ID is used as a dynamic textbox on a Flash document, the exporting does not format correctly when exported to. Writing the WHERE block should be no problem, as you can generate it in MS Excel based on the two columns… something like =CONCATENATE(“OR (a11. Follow the steps below. You can connect MicroStrategy reporting tool with any data, including big data, flat files, social media data, and. Create a new attribute where the boolean datatype is used as an id form. Metrics can be calculated to any attribute level in Report Objects regardless of whether that attribute is on the report template. Select Manual from the Aggregation and Subtotal Behavior drop-down. Compound Metric; Steps to Reproduce. In MicroStrategy Web 2020, create a dossier with a Compound Grid visualization. This information can help define primary keys in the physical warehouse schema (see Uniquely identifying data in tables. Each type is described below: . In the MicroStrategy Tutorial project, Distribution Center is an example of a compound attribute. Once you have the group made, then just drag in the original attribute under it. Attribute qualification filter These types of qualifications restrict data related to attributes on the report. In SQL, the formula commonly becomes part of the SELECT clause of the SQL command. In this case, Promotion has a many-to-many relationship to both Item and Quarter. Upgrade to MicroStrategy 11. In MicroStrategy Workstation, architects can create and edit attribute objects. In the relational database. Compound attributes. To uniquely identify a distribution center, one must know two details about the distribution center: the ID of the distribution center and the country in which it. These types of qualifications restrict data based on the value, rank, or percentage of a metric, or based on the relationships between the attributes on the report. Compound Attributes: Microstrategy Related Tutorials; Informatica Tutorial: IBM Cognos Tutorial: Teradata Tutorial: Adv Java Tutorial: Cloud Computing Tutorial: SQL Database Tutorial:How to include an attribute form in a compound or derived metric in MicroStrategy Developer 9. To uniquely identify a distribution center, one must know two details about the distribution center: the ID. Built by MicroStrategy, a worldwide leader in enterprise analytics and mobility, the. You can also access the Attribute Creation Wizard at any time in the development of a project from the Schema menu in MicroStrategy Developer. With Architect, rather than defining parent and child. The ESRI configuration file, mapConfig. 4. Enter a Form name and Description. Separate attribute forms should be created for latitude and longitude, and should also support the numeric data of these values. Total (profits/unit sold) Smart Metrics: Total (profit)/ Total (sold) 8) Mention what types of testing can be carried out over the Microstrategy reports? Microstrategy can carry out test like • Naming convention tests • Total calculations test • SQL query validations • Attribute and metric. Hierarchy 2: 4. It is derived based on a count against the fact_object_component table. In MicroStrategy Developer, go to File > New > Metric. (Optional) Use the Up and Down. Multiple elements are highlighted when using an attribute with compound key as a selector in Visual Insight and MicroStrategy Web 9. For information on training metrics and creating predictive. DaysBetween(DIM_RELEASE_DATE. In the Hierarchy Editor or Architect, click Save and. The Compound Grid is a new visualization introduced in the MicroStrategy 2020 release. Create a compound metric called B with expression "RunningSum(A)" as shown below. Click Use Formula Editor. Select the data set and click Prepare Data. Creating attributes with multiple ID columns: Compound attributes. 4. Example: Creating compound attributes. Double-click the Column Set name to rename the set. The formula of a compound metric is based on arithmetic operators and non-group functions. The Compound Grid is a new visualization introduced in the MicroStrategy 2020 release. Most attributes have at least two forms, ID and description (Desc). It uses Business Scenarios to provide examples of each concept. Under 'Source tables', select a table and click 'Set as Lookup'. In the Datasets panel, double-click attributes and metrics to add them to the visualization. desired view using MicroStrategy, without DBA involvement. When the attribute used as a selector has a compound key, i. How to create a conditional attribute in MicroStrategy Desktop. Attribute_ID2= “,B1,”)”). This condition may be implemented through an ApplySimple statement such as the following: The user will find that the CASE statement. You need the Create Derived Metrics (MicroStrategy Developer) and/or the Web Create Derived Metrics and Derived Attributes (MicroStrategy Web) privileges to create derived metrics. Put the attribute in the columns, then right-click and select "Create Groups. MicroStrategy Object Manager makes a list of all object dependencies before copying an object to prevent metadata inconsistency. This visualization allows you to create a grid that analyzes different aspects of data across a common dimensions or attributes in rows. What is a compound attribute in Microstrategy? A compound attribute has its value determined by an expression which combines two or more columns in a database to create a new column . For example, if sales data is stored in the data warehouse at the day level, a month attribute allows users to. Create compound attributes. Arithmetic operators are +, -, *, and /. or. Quite often these attributes have automatic mapping for one ID and manual. Several non-group functions that are. A sample URL that answers an element prompt when the attribute has a compound ID is shown below. For example, consider the relationship between three attributes: Promotion, Item, and Quarter. For example, the attribute name (original object name) is called, Category. You can re-use the same formula in multiple metric definitions. To create a last year transformation based on an expression. Now to fix this create a new Derived metric on Category attribute first with formula as Max (Category) {~ } and calling Books. 4 Basic Functions are supported by the MicroStrategy Analytical Engine: First. Count Compound Attribute. 4. Quite often these attributes have automatic mapping for one ID and manual mapping for the other one. Compound Attribute Date ID forms do not format correctly when ran correctly in Flash in MicroStrategy Web. You can quickly create multiple element groups at the same time. You can create them in a report,. Attribute ID form expressions will always appear in the group by clause, because this is necessary to define the aggregation level for the query. 4. Click the Options icon . DATE are attributes. b. This implies that more than one ID column is needed to uniquely identify the elements of. For Compound Profit to be dynamically aggregated correctly, you change the dynamic aggregation function to Sum. Click Create on any page, and select New Metric. It is derived based on a count against the fact_object_component table. xml, contains the information used to map ESRI geo attributes to the corresponding attributes in the MicroStrategy metadata. This is a known issue with MicroStrategy 10. For examples of joining datasets, see Defining a dataset as primary or secondary and Joining multiple datasets: Examples. Create a report with the attributes Region and Promotion Type as seen below: 2. 0. Dataset DS2 with attribute 'Year' and metrics 'Revenue', 'Profit', 'Profit Margin' (this is a compound smart metric calculated from metrics Revenue and Profit). Create and Edit a Visualization-Based Filter. attr_elementsApplySimple. Interact with the engaged MicroStrategy Community to get answers to all your questions and collaborate for solutions. This article notes a limitation of mapping MDX attributes to schema mapped attributesFor example: Simple or Compound Metrics . Logical Size in Microstrategy: The logical size of a table depends on the number of attributes in that table and position of that attribute in Hierarchy. A compound key attribute is an attribute that has two or more IDs. There may be instances when it is necessary to include an attribute form in a derived or a compound metric in order to carry out calculations based on the form value in MicroStrategy Developer 9. ) In the metric formula, the desired output dimensionality is given. A data warehouse is an integrated set of data, derived basically from operational data to use in decision making strategy and business intelligence using (OLAP) techniques. Each type is described below: . In addition, this release introduces new features across the analytics, mobility, and security platforms—making it easier for users to build applications faster. The Metric Editor opens in either Function Editor mode or Formula Editor mode, depending on the type of metric you chose to edit. In MicroStrategy Developer, from the File menu, point to New, and select Transformation. Due to how the editor works it is not possible to force this restriction upon creation. A derived metric is a calculation based on metric data included in the report definition. Below are the new features exclusive to. MicroStrategy Internal Reference number for this technical note is KB483638 and US144497. Press and hold the Ctrl key to select multiple attributes or metrics. 04), a simple metric B and a Date Attribute E There is Another compound metric C= (Avg(A*B) where E > specific date) (The averge is kept there cause we cannot put a filter condition directly on a compound metric unless we hae a Sum,Avg, Count etc on the. Using this grid, you can have multiple unrelated attributes and metrics in different sets of columns that are stitched together. Defining the partition for Super Cubes. Some of the main features offered by MicroStrategy are Advanced Analytics, Data Discovery, Data Visualisation, Embedded BI, and detailed reports and statements. It is now possible to format column groups differently, freely alternate the placement of metrics and attributes in the column headers for each group of columns, or choose which columns of the Grid should show the subtotal value or all values. Relate tables contain the ID columns of two or more attributes, which will define associations between them. Compound Key. Attribute_ID1 = “,A1,” AND a11. Dynamic aggregation happens on the fly, in memory. Solution. Attributes are defined by these properties: •. In the top toolbar, click Insert Visualization . An implicit expression is required for creating such an attribute. Creating attributes with multiple ID columns: Compound attributes • Modifying how to use attributes to browse and report on data • Specifying attribute roles: Attributes that use the same lookup • Supporting data internationalization for attribute elements Modifying attributes with the Properties pane A compound key attribute is an attribute whose primary key is made up by the combination of two or more columns. Only two leading objects are defined in the query language. MicroStrategy download site to. In both a Grid and a Compound Grid, checking multiple attribute display forms and displaying attribute form names will cause the enabling or disabling of other attribute's subtotals. Derived Attributes. A user with a security filter on Call Center would not be able to use this table because the security filter cannot be written against it. These attributes require a compound primary key in the data warehouse to uniquely identify their elements. The Input Metric Formula dialog box opens. If the Region attribute is removed from the grid, the metric value is dynamically aggregated to the Day level. Primary Key – is a column or group of columns in a table that uniquely identify every row in that table. Natural Language Query (NLQ) allows end users to build dossiers and get insights just by typing questions. (15-minute smart attribute is always required by default, if any smart attribute is checked) You can rename the time attributes or apply default sorting for each smart attribute. leading_object{. The attributes and metrics appear as filters. Compound Grid visualizations. Depending on your MicroStrategy product and licensing, this function may not be available. Attributes can have multiple attribute forms. These functions can be used in a MicroStrategy expression as follows, take ApplySimple function for example, create a metric using expression below (Average and Avg are existing. ; Dossier authoring enhancements, including: New context menu options to move, copy, or duplicate images, text boxes, and HTML. Attribute having more than one ID from category. All placeholders must begin with #0 and increase in increments of 1. The implicit attribute has its own expression. Also, you add both attribute IDs, in this case Item_ID and Color_ID, to the fact table as shown in the following diagram. Define the statistics and enterprise warehouse database. Sorin is a MicroStrategy specialist, experienced in Retail. The attribute editor allows users to create attribute forms, connect attributes to logical tables in the schema, and edit form expressions. If the user defines more than one expression for a given form, heterogeneous mapping will automatically take place when tables and column names require it. These attributes require a compound primary key in the data warehouse to uniquely identify their elements. x? Number of Views 6. x SUMMARY: Description of a known issue identified upon migrating to MicroStrategy 9. Open MicroStrategy Web. Joint Element Lists are an advanced filtering qualification in MicroStrategy Developer / SQL Engine that can be used to filter on combinations of attribute element ID's from multiple attributes. 4. Micro Strategy also supports mobile BI. Using the description tables and Ids, the attribute information is stored. 1 and 10. Ranked #1 for Enterprise Analytics in 2022 Gartner Critical Capabilities Report. Although transformations can be applied to any attribute hierarchy, the Time hierarchy is used most often. The Limit dialog box opens. This join type lets you display only those attribute elements that are common to the lookup tables and the fact tables in your data warehouse. You need the Create Derived Metrics (MicroStrategy Developer) and/or the Web Create Derived Metrics and Derived Attributes (MicroStrategy Web) privileges to create derived metrics. This design may look strange, but in most cases there are. 4. 11) Describe Implicit Attribute? Answer: An implicit attribute is a practical or same attribute that does not actually exist in the database because it is made at the application level. x. 2987. This implies that more than one ID column is needed to uniquely identify the elements of that attribute. SYMPTOM: In Visual Insight in. Click here to view help for the latest version of this product or search MicroStrategy Community. Is there any easy way to find the lineage information from Report to the actual Warehouse table ?. This calculation can be aggregated from the Employee level to the Region level. The User Editor opens. Change Qualify on to ID. Metrics: Component Objects. The Promotion attribute is related to a particular Item-Quarter pair, as opposed to it being related to Item and Quarter separately. (The compound metric also enables the "Allow Smart Metric" option in the Subtotals/Aggregation tab of the metric editor. 0. PepsiCo. ". This technote describes a current defect in MicroStrategy Distribution Services 9. Ranked #1 for Enterprise Analytics in 2022 Gartner Critical Capabilities Report. Creating attributes with multiple ID columns: Compound attributes. All articles. DATE ie. A compound key attribute is an attribute that has two or more IDs. To do this: a. The attribute editor allows users to create attribute forms, connect attributes to logical tables in the schema, and edit form expressions. We recommend the latest version. Therefore, its ID form maps to a combination of columns. Create a report containing the new metric. In this case, enter 'Date@ID'. Replace. Attribute name:XXXX" is thrown after attempting to map a compound key attribute to SAP properties in MicroStrategy Analytics Enterprise. performance and data integrity=2E. For example, for the Customer attribute, Customer Email, Customer First Name, and Customer Last Name are examples of attribute forms. It is derived based on a count against the fact_object_component table. Drag an attribute or metric from the Datasets panel to the Columns Set area in the Editor Panel. Users can also create compound attributes, define attribute relationships in the system hierarchy and modify display and sort. Choose one of the following options: To display all of the attribute's elements to the user when they are answering the prompt, select List all elements (no restriction). For examples of joining datasets, see Defining a dataset as primary or secondary and Joining multiple datasets: Examples. Create a. In the report, the attribute with the compound key is Distribution Center. 0: Profit/Revenue. This attribute join type is the default setting. In MicroStrategy Workstation, architects can create and edit attribute objects. By default, the Partition Attribute pull-down menu is set to Automatic, which allows MicroStrategy Web to set the number of partitions. In MicroStrategy, users can create compound metrics belonging to MDX Cubes imported from multidimensional data sources such as SAP BW, Microsoft Analysis Services, or Hyperion Essbase. DATE and DIM_RELEASE_DATE. To toggle smart metrics on and off, use the checkbox (Allow Smart Metric) at the bottom of the Subtotals/Aggregation tab in the Metric Editor. x-10. By default, the metrics Compound Profit and Profit Margin do not use a dynamic aggregation function. DATE@ID) My. You can connect MicroStrategy reporting tool with any data, including big data, flat files, social media data, and. Only two leading objects are defined in the query language. To uniquely identify a distribution center, one must know two details about the. x and 10. Creating a grid report. Composite Key. microstrategy; or ask your own question. Example:. MicroStrategy is an enterprise BI application software. Ans: Statistics tables contain data on the MicroStrategy system’s usage and performance and are populated by all projects that are configured to log statistics. Here the many-to-many relationship is converted into a compound attribute relationship. For the Time hierarchy, the offset can. Knowledge Base: Working with Compound Grids in MicroStrategy 2020;. A compound attribute is a Microstrategy thing, enabling the MSI=. 4 of 5 Null/Zero Functions are pushed down to Teradata. Formula: Is a mathematical expression using one or more functions, applied to the data to be used in the calculation (facts, attributes, constants, or metrics). The Metric Editor opens in either Function Editor mode or Formula Editor mode, depending on the type of metric you chose to edit. Prompt-in-prompt is a feature in which the answer to one prompt is used to define another prompt. For example, in the image below the document level global lookup table uses two-key (or two-ID) sorting, while the lookup tables use a single key (ID) sorting. Every request to a MicroStrategy Web product corresponds to a specific event or action, which is. Attribute forms are displayed incorrectly in the view filter element browser when the attribute has compound ID in MicroStrategy Developer 9. From within a blank report in MicroStrategy Tutorial, double-click inside the Report Filter pane. Arithmetic operators are +, -, *, and /; non-group functions are OLAP and scalar functions such as running sum or rank. In the MicroStrategy Tutorial project, Distribution Center is an example of a compound attribute. All placeholders must begin with #0 and increase in increments of 1. For example, the form expression for the Customer First Name attribute form is CUST_FIRST_NAME. Drag an attribute from the object browser into the text box next to the qualification type or enter the attribute name and its form according to the following format: attribute_name@form_name. Open the dossier you want to modify. member_terminal. To determine which attribute forms to display to the user. (The use of brackets around compound object names is standard for many objects in MicroStrategy and is not restricted to custom expressions and Apply. For this reason, a metric qualification in a filter is a type of set qualification. To enable totals or subtotals for a metric. MicroStrategy pushes the calculations for the following built-in basic functions down to Teradata using the associated SQL patterns. This means you can have multiple unrelated attributes and metrics in different sets of columns that are then stitched together in one. Users can also create compound attributes, define attribute relationships in the system hierarchy and modify display and sort. The Compound Grid is a new visualization introduced in the MicroStrategy 2020 release. Sometimes you don’t have all the columns that are necessary for creating your visualizations. MicroStrategy Command Manager automates maintenance and other administrative operations using simple text-based commands. A sample report is: Attributes: Metadata, Project, Object, Object Type, Component Object Type. Transformations allow you to apply an attribute-element based offset to compare metric data. The MicroStrategy SDK allows you to customize the standard MicroStrategy Web interface, and extend and integrate the MicroStrategy business intelligence functionality into other applications. intermediate object}. Choose Grid > Compound Grid . n this brief video tutorial, Stephen Goodson, a senior instructor from our Customer Education team explains what compound attributes are and demonstrates how. The only solution that I can think of is to create a FreeForm SQL Report. Click Transformation on the Metric component pane (located under the heading "Metric (metric name) is defined as"). Each of these compound metric types is described with examples below. Attributes with compound IDs are always showing the IDs with the elements when using the In List function for a View Filter in MicroStrategy Web 9. Option A 1. To view the various properties of an attribute in Architect, from the Attributes tab of the Properties pane, select the attribute from the drop-down list. The metric values roll up to the new attribute level of the grid. By default, the name of. The only solution that I can think of is to create a FreeForm SQL Report. This implies that more than one ID column is needed to uniquely identify the elements of that attribute (see Attributes with multiple ID columns: Compound attributes). A metric is a compound metric if it consists of two or more existing metrics joined by an arithmetic operator (+, -, *, and /). This implies that more than one ID column is needed to uniquely identify the elements of that attribute. In MicroStrategy Workstation, architects can create and edit attribute objects. After adding the table, a MicroStrategy partition-mapping object has to be defined (File > New > Partition menu). If the attriubte name has spaces, use the '' symbols to group the name. Create a new dataset DS1:In MicroStrategy Web 9. Update:Unique identifiers. By choosing Automatic, if the largest table is >= 1M rows, MicroStrategy will choose the attribute. Creating Compound Attributes MicroStrategy Community 3. Let’s get started. Like other visualizations, a Compound Grid can be used as the target of a selector. Whenever the attributes in Report Objects are not the same as the attributes on the grid, dynamic aggregation has occurred. It is. To create a compound key (composite key), users. In MicroStrategy Web 2020, create a dossier with a Compound Grid visualization. more columns. The operators and functions of a compound metric can be applied to facts, attributes, or metrics within the compound metric. There's a reason we're at the top of the list. Compound attributes are usually counted by concatenating the keys of all the attributes that form the key. Steps to Reproduce on a Compound Grid. Compound Key Attribute A compound key attribute is an attribute whose primary key is made up by the combination of two or more columns. The Group Editor opens. Ambiguity in filters, metrics, security filters, facts, and attribute expressions can be avoided by. This calculation can be aggregated from the Employee level to the Region level. In some business scenarios, it is required to apply threshold on rows without specific characters in attribute element names in a report with compound metrics in MicroStrategy Developer. Follow the steps below to create a metric that counts the unique combination of two different attributes: 1. In MicroStrategy Web, click the metric for which you want to enable a grand total or subtotals. This has been identified as a defect in MicroStrategy Web 10. In this case, Promotion has a many-to-many relationship to both Item and. The Metric Names attribute automatically appears in the Editor panel. Report R contains attribute T. Use "Access External Data" feature in MicroStrategy Web 10 to import data. There's a reason we're at the top of the list. By default, the metrics Compound Profit and Profit Margin do not use a dynamic aggregation function. The resulting SQL will contain just the Metric Alias. This visualization allows you to create a grid that analyzes different aspects of data across a common dimensions or attributes in rows. Add data to the report and leverage formatting capabilities. Attribute description forms can be rendered into SQL in two ways. The Transformations definition pane displays below the Metric component pane. Intersection behaves as the term AND does in grammar. Open the dossier you want to modify. 4. To Create a Metric Using the Formula Editor. 1. In this article, we clarify your questions regarding Pattern Matching and how it is different from the standard Keyword Matching. Create a Default Dynamic Selection Filter. To uniquely identify a distribution center, one must know two details about the distribution center: the ID of the distribution center and the country in which it exists. A hierarchical attribute represents an entire hierarchy and its levels (for example, Time includes levels of Year, Quarter, Month, and Day). ApplyAgg() Accepts facts, attributes, and metrics as input. The attributes that are single in definition but the instances of the attribute can behave differently according to the role they take. A compound key attribute is an attribute whose primary key is made up by the combination of two or more columns. compound attributes. Create three reports named A (with attribute A), A&B (with attribute A and B),A&C (with attribute A and C) Create a dashboard based on the three reports created in last step. A report is a MicroStrategy object that represents a request for a specific set of formatted data from your data source. This tutorial shows how to create derived attributes and metrics in a dossier. 1. Learn how to switch to a compound grid, add column sets in this new visualization. These privileges are part of OLAP Services. Attribute name:XXXX" is thrown after attempting to map a compound key attribute to SAP properties in MicroStrategy Analytics Enterprise. Set the qualification type to 'Custom'. In the pane, begin typing the metric formula. Syntax . When exporting a report containing an image attribute form (using an ApplySimple statement) to PDF in MicroStrategy Web 9. Add a compound attribute, For instance "Seasons", to Page-by and enable subtotal for the report. 32. You can apply an inner or outer join, which are described in more detail below.