DATAWAREHOUSING MULTIPLE CHOICE QUESTIONS AND ANSWERS
1.
|
Data scrubbing is which of the
following?
|
|
A process to reject data from
the data warehouse and to create the necessary indexes
|
|
A process to load the data in
the data warehouse and to create the necessary indexes
|
|
A process to upgrade the quality
of data after it is moved into a data warehouse
|
|
A process to upgrade the quality
of data before it is moved into a data warehouse
|
|
2.
|
The @active data warehouse
architecture includes which of the following?
|
|
At least one data mart
|
|
Data that can extracted from
numerous internal and external sources
|
|
Near real-time updates
|
|
All of the above.
|
|
3.
|
A goal of data mining includes
which of the following?
|
|
To explain some observed event
or condition
|
|
To confirm that data exists
|
|
To analyze data for expected
relationships
|
|
To create a new data warehouse
|
|
4.
|
An operational system is which of
the following?
|
|
A system that is used to run the
business in real time and is based on historical data.
|
|
A system that is used to run the
business in real time and is based on current data.
|
|
A system that is used to support
decision making and is based on current data.
|
|
A system that is used to support
decision making and is based on historical data.
|
|
5.
|
A data warehouse is which of the
following?
|
|
Can be updated by end users.
|
|
Contains numerous naming
conventions and formats.
|
|
Organized around important
subject areas.
|
|
Contains only current data.
|
|
6.
|
A snowflake schema is which of the
following types of tables?
|
|
Fact
|
|
Dimension
|
|
Helper
|
|
All of the above
|
|
7.
|
The generic two-level data
warehouse architecture includes which of the following?
|
|
At least one data mart
|
|
Data that can extracted from
numerous internal and external sources
|
|
Near real-time updates
|
|
All of the above.
|
|
8.
|
Fact tables are which of the
following?
|
|
Completely denormalized
|
|
Partially denormalized
|
|
Completely normalized
|
|
Partially normalized
|
|
9.
|
Data transformation includes which
of the following?
|
|
A process to change data from a
detailed level to a summary level
|
|
A process to change data from a
summary level to a detailed level
|
|
Joining data from one source
into various sources of data
|
|
Separating data from one source
into various sources of data
|
|
10.
|
Reconciled data is which of the
following?
|
|
Data stored in the various
operational systems throughout the organization.
|
|
Current data intended to be the
single source for all decision support systems.
|
|
Data stored in one operational
system in the organization.
|
|
Data that has been selected and
formatted for end-user support applications
|
|
11.
|
The load and index is which of the
following?
|
|
A process to reject data from
the data warehouse and to create the necessary indexes
|
|
A process to load the data in
the data warehouse and to create the necessary indexes
|
|
A process to upgrade the quality
of data after it is moved into a data warehouse
|
|
A process to upgrade the quality
of data before it is moved into a data warehouse
|
|
12.
|
The extract process is which of
the following?
|
|
Capturing all of the data
contained in various operational systems
|
|
Capturing a subset of the data
contained in various operational systems
|
|
Capturing all of the data
contained in various decision support systems
|
|
Capturing a subset of the data
contained in various decision support systems
|
|
13.
|
A star schema has what type of
relationship between a dimension and fact table?
|
|
Many-to-many
|
|
One-to-one
|
|
One-to-many
|
|
All of the above.
|
|
14.
|
Transient data is which of the
following?
|
|
Data in which changes to
existing records cause the previous version of the records to be eliminated
|
|
Data in which changes to
existing records do not cause the previous version of the records to be
eliminated
|
|
Data that are never altered or
deleted once they have been added
|
|
Data that are never deleted once
they have been added
|
|
15.
|
A multifield transformation does
which of the following?
|
|
Converts data from one field
into multiple fields
|
|
Converts data from multiple
fields into one field
|
|
Converts data from multiple
fields into multiple fields
|
|
All of the above
|
|
16 What is
ETL Stand for?
A.
Execute
tramit and load
B.
Extract
transform and load
C.
Excute
Transform and load
D.
All
the above
17.
|
Successful data warehousing
requires that a formal program in total quality management (TQM) be
implemented.
|
|
|
18.Joining is the process of
partitioning data according to predefined criteria.
|
|
19.The role of the ETL process is
to identify erroneous data and to fix them.
|
|
9.
|
20.Star schema is suited to online
transaction processing, and therefore is generally used in operational
systems, operational data stores, or an EDW.
|
|
ANSWERS
1.D
2.D
3.A
4.B
5.C
6.D
7.B
8.C
9.A
10.B
11.B
12.B
13.C
14.A
15.D
16.B
17.A
18.B
19.B
20.B
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