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Figure 6-5. Pie chart visualizations with small pie slices or a large number of slices can hamper visual analysis. Following are some of the challenges of using pie chart visualizations: The slices of a pie chart must add up to 100 percent. By definition, a pie (circle) cannot represent more than 100 percent correctly. However, software charting solutions are often forgiving, and this causes designers to improperly expose the dynamic data in a pie chart. For example, a 50 percent pie slice that represents a 120 percent total is going to take less than half of the area (which is clearly incorrect visually). Very small slices can be hard to see in a pie chart. Small slices can make it frustrating for the user to get additional information or perform an action (e.g., hovering to see a tool tip or clicking for drill-down). Large number of slices can degrade analysis and cause annotations (labels) to overlap. Pie charts rely on colors to clearly identify slices. If there are a large number of slices or a color cannot be used (e.g., when printing to paper), this will negate using a color-based legend. Furthermore, the color requirement could cause problems for users that are color-blind.

The first expression makes sure no quotes appear between the comma and the end of the line: [^"] * $ a character class that matches anything that isn t a double quote . . . found zero or more times . . . the end of the line.

case 502: isSalesItemVerified = true; salesItemAmount = 199.99M; break; default: isSalesItemVerified = false; salesItemAmount = 0; break; } }

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The challenges with pie charts are further complicated with dynamic data. During prototype, development, and testing phases, pie chart visualizations may look great and professionally describe the data. However, when it comes time to bind the chart to production data, you may encounter issues such as those shown in Figure 6-5. One way to mitigate the uncertainty of how data may look inside a pie chart is to provide a secondary view of the data. This could be visual or in a list format. Figure 6-6 shows the same data as the Company Expenses pie chart (Figure 6-5) accompanied by a data grid for additional information. Another technique is to provide annotations (labels) on the pie chart itself. This technique works great for simple pie charts. However, annotations tend to overlap and become hard to read when there are a lot of smaller pie slices shown in the pie chart.

The workflow must make one more decision based on the isSalesItemVerified and salesItemAmount instance variables. If the product is valid (if isSalesItemVerified is true) and the salesItemAmount is less than or equal to the available credit for the account (the availableCredit variable), then the order is accepted. If either of these conditions is false, an error message should be displayed. To make this last decision, drag and drop an IfElseActivity under the codeLookupItem activity. Change the names for each IfElseBranchActivity under the IfElseActivity. The left-side branch represents the execution path if the order is accepted and should be named ifCreditAvailable. Name the right-side branch ifItemProblems. Add a Declarative Rule Condition to the ifCreditAvailable branch on the left side. Use checkAvailableCredit as the ConditionName, and enter this as the Expression: this.isSalesItemVerified == True && this.salesItemAmount <= this.availableCredit Drag and drop a CodeActivity onto the ifCreditAvailable activity, and name it codeEnterOrder. Double-click the activity to add an event handler, and add this code to the event handler: private void codeEnterOrder_ExecuteCode(object sender, EventArgs e) { //simulate the order Console.WriteLine( "Order entered for account {0}, Item id {1} for {2}", AccountId, SalesItemId, salesItemAmount); } To handle the condition when the product ID is invalid or the account has insufficient credit, drag and drop another CodeActivity onto the ifItemProblems activity. Name the activity codeInsufficientCredit, and double-click to add an event handler. Here is the code for this handler: private void codeInsufficientCredit_ExecuteCode(object sender, EventArgs e) { Console.WriteLine( "Item {0} invalid or AccountId {1} credit of {2} insufficient", SalesItemId, AccountId, availableCredit); } The final workflow should look like Figure 3-3.

Note The Silverlight Control Toolkit does not provide annotations (labels) for charts out of the box. The chart control can be extended with annotations; however, it is not very straightforward. For examples on how this can be done, please visit the companion web site.

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