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Fact Table Features. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Fact Tables and Processes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Capturing Facts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Grain. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sparsity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Degenerate Dimensions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Slowly Changing Dimensions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Type 1 Change . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Type 2 Change . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Choosing and Implementing Response Types. . . . . . . . . . . . . . . . . Cubes. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Summary. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Further Reading . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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A Fact Table for Each Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .61 Fact Tables and Business Processes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 61 Facts that Have Different Timing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 62 A Single Fact Table Causes Difficulties. . . . . . . . . . . . . . . . . . . . . . . 63 Modeling in Separate Fact Tables. . . . . . . . . . . . . . . . . . . . . . . . . . . 66 Facts that Have Different Grain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 67 A Single Fact Table Causes Difficulties. . . . . . . . . . . . . . . . . . . . . . . 67 Modeling in Separate Fact Tables. . . . . . . . . . . . . . . . . . . . . . . . . . . 70 Analyzing Facts from More than One Fact Table. . . . . . . . . . . . . . . . . . . 71 The Peril of Joining Fact Tables . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 Drilling Across . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 Drill-Across Implementations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77 Summary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 82 Further Reading . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 83 Conformed Dimensions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .85 The Synergy of Multiple Stars . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 85 Dimensions and Drilling Across . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87 What Causes Failure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88 Identical Tables Not Required . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92 Conformed Dimensions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 93 Types of Dimensional Conformance . . . . . . . . . . . . . . . . . . . . . . . . 93 Planning Conformance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 100 Architecture and Conformance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102 Dimensional Data Warehouse. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102 Corporate Information Factory . . . . . . . . . . . . . . . . . . . . . . . . . . . 104 Stand-Alone Data Marts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106 Summary. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108 Further Reading . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
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