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Data Warehouse Source Analysis
Oracle Tips by Burleson Consulting |
The Data Warehouse Development Life Cycle
Data Warehouse Source Analysis
In this phase of warehouse analysis, developers identify end user
data requirements and legacy data sources. This process begins by
understanding the types of queries that the end user community
desires from their new database. Data source analysis always begins
by soliciting the data warehouse user community. Unlike other
systems where the end-users may be semi-skilled workers, the
end-users of a data warehouse are generally highly trained
statisticians whose job is to identify and exploit trends within
their functional area. Examples of this type of end-users would be
Financial manager, and Marketing analysts. It is only by
interrogating the end users that the data warehouse analyst can
understand how source data will be captured from external systems.
Remember, a data warehouse always begins as a tabula rasa, and the
data is loaded and transformed from numerous external sources.
ANALYZING SOURCE DOCUMENT INPUT
Because the data for a data warehouse already exists in a database,
it is very tempting for the data warehouse analyst to gloss over an
analysis of the source documents for the organization. However, a
thorough source document analysis will provide insight into both the
internal structure of the data as well as management’s uses for the
data. Consequently, we will begin with the first step in data
analysis for a data warehouse--analyzing the source documents that
comprise the values in the existing OLTP databases.
To review basic systems analysis, you need to be
familiar with the following notations used to describe values in the
data dictionary:
* Optional Item--An item that is not required is placed in
parenthesis. Optional items are any data items that may exist in the
Oracle database with a null value. For example:
customer_date = name, (age), address, (social_security_number)
This is an excerpt from "High Performance
Data Warehousing", copyright 1997.
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