Data in the fact table can be filtered and grouped ("sliced and diced") by various combinations of dimensional attributes. For example, someone can query the sales fact and dimensions for an answer to the question: "How many male customers in Washington and Oregon between ages 19 through 25 ...
Dimension Table Keys The first two articles in this chapter focus on the value of using meaningless surrogate keys as the primary keys of your dimension tables. 9.1 Surrogate Keys Ralph Kimball, DBMS,May 1998 According to theWebster's Unabridged Dictionary, a surrogate is an "artificial or synth...
Data Warehouse Definition Data Warehousing Concepts Dimensional Data Model Star Schema Snowflake Schema Fact Table Granularity Fact And Fact Table Types Slowly Changing Dimension Type 1 Slowly Changing Dimension Type 2 Slowly Changing Dimension Type 3 Slowly Changing Dimension Type 4 Slowly Changing Dimen...
Update 2017/Sep/21 :来信的一些童鞋都用事实表(Fact Table)来作为时间维度的计算,对于简单的计算并没有问题,但是对于复杂的涉及到更多的FilterContext的transition的时候,这样的设计往往就不能实现,所以强烈建议单独建一个时间维度表(Date Dimension)--- 这个涉及到一些些data warehousing的一些基础知识。 还等什么,...
By using a junk dimension to replace the 3 indicator fields, we have decreased the number of dimensions by 2 and also decreased the number of fields in the fact table by 2. This will result in a data warehousing environment that offer better performance as well as being easier to manage....
the individual customer. To enable you to analyze data or filter the view of data in the cube by using these characteristics, you can create member properties in Analysis Services dimensions from these columns. Additionally, one column joins the dimension to the central fact table using a surroga...
Use theCREATEDIMENSIONstatement to create adimension. A dimension defines a parent-child relationship between pairs of column sets, where all the columns of a column set must come from the same table. However, columns in one column set (called alevel) can come from a different table than colu...
Data Quality Dimensions as Used in the Ten Steps There is no universal standard list ofdata quality dimensions, though there are similarities between them. Each of the data quality dimensions as used in the Ten Steps Process is defined inTable 3.3. The dimensions included are those features and...
recording changes in dimension tables and, if necessary, documenting them historically. Essentially, three methods are divided into types according to Kimball. They all have in common that existing data records are linked to new data records via the primary key to save changes in the table.”[7...
Data Quality-The Accuracy Dimension(数据质量精度尺寸).doc,Data Quality-The Accuracy Dimension @Team LiB Table Of Contents 1. Table of Contents 5 2. BackCover 6 3. Data Quality-The Accuracy Dimension 6 4. Foreword 8 5. Preface 9 6. Part I: Understanding