The data warehouse toolkit: the complete guide to dimensional modeling
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York, NY [u.a.]
Wiley
2002
|
| Edition: | 2. ed. |
| Subjects: | |
| Online Access: | Publisher description Table of contents Inhaltsverzeichnis |
| Physical Description: | XXIV, 436 S. graph. Darst. |
| ISBN: | 0471200247 9780471200246 9788126508891 |
Staff View
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| 100 | 1 | |a Kimball, Ralph |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a The data warehouse toolkit |b the complete guide to dimensional modeling |c Ralph Kimball ; Margy Ross |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a New York, NY [u.a.] |b Wiley |c 2002 | |
| 300 | |a XXIV, 436 S. |b graph. Darst. | ||
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| 337 | |b n |2 rdamedia | ||
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| 650 | 4 | |a Bases de données - Gestion | |
| 650 | 4 | |a Entrepôts de données (Informatique) | |
| 650 | 7 | |a Modelagem de dados |2 larpcal | |
| 650 | 7 | |a Sistemas de informação gerencial |2 larpcal | |
| 650 | 4 | |a Database design | |
| 650 | 4 | |a Data warehousing | |
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Record in the Search Index
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|---|---|
| adam_text |
Acknowledgments
Introduction
xv
xvii
Chapter
Different Information Worlds
Goals of a Data Warehouse
The Publishing Metaphor
Components of a Data Warehouse
Operational Source Systems
Data Staging Area
Data Presentation
Data Access Tools
Additional Considerations
Dimensional Modeling Vocabulary
Fact Table
Dimension Tables
Bringing Together Facts and Dimensions
Dimensional Modeling Myths
Common Pitfalls to Avoid
Summary
Chapter
Four-Step Dimensional Design Process
Retail Case Study
Step
Step
Step
Step
1
2
2
4
6
7
8
10
13
14
16
16
19
21
24
26
27
29
30
32
33
34
35
36
Dimension Table
Date Dimension
Product
Store Dimension
Promotion Dimension
Degenerate
Retail Schema in
Retail Schema Extensibility
Resisting Comfort Zone Urges
Dimension Normalization (Snowflaking)
Too Many Dimensions
Surrogate Keys
Market Basket Analysis
Summary
Chapter
Introduction to the Value Chain
Inventory Models
Inventory Periodic Snapshot
Inventory Transactions
Inventory Accumulating Snapshot
Value Chain Integration
Data Warehouse Bus Architecture
Data Warehouse Bus Matrix
Conformed Dimensions
Conformed Facts
Summary
Chapter
Procurement Case Study
Procurement Transactions
Multiple- versus Single-Transaction Fact Tables
Complementary Procurement Snapshot
Slowly Changing Dimensions
Type
Type
Type
Hybrid Slowly Changing Dimension Techniques
Predictable Changes with Multiple Version Overlays
Unpredictable Changes with Single Version Overlay
More Rapidly Changing Dimensions
Summary
Chapter
Introduction to Order Management
Order Transactions
Fact Normalization
Dimension Role-Playing
Product Dimension Revisited 111
Customer Ship-To Dimension
Deal Dimension
Degenerate Dimension for Order Number
Junk Dimensions
Multiple Currencies
Header and Line Item Facts with Different Granularity
Invoice Transactions
Profit and Loss Facts
Profitability—The Most Powerful Data Mart
Profitability Words of Warning
Customer Satisfaction Facts
Accumulating Snapshot for the Order Fulfillment Pipeline
Lag Calculations
Multiple Units of Measure
Beyond the Rear-View Mirror
Fact Table Comparison
Transaction Fact Tables
Periodic Snapshot Fact Tables
Accumulating Snapshot Fact Tables
Designing
Requirements for the Real-Time Partition
Transaction Grain Real-Time Partition
Periodic Snapshot Real-Time Partition
Accumulating Snapshot
Summary
Chapter
CRM Overview
Operational and Analytical CRM
Packaged CRM
Customer Dimension
Name and Address Parsing
Other Common Customer Attributes
Dimension Outriggers for a Low-Cardinality Attribute Set
Large Changing Customer Dimensions
Implications of Type
Customer Behavior Study Groups
Commercial Customer Hierarchies
Combining Multiple Sources of Customer Data
Analyzing Customer Data from Multiple Business Processes
Summary
Chapter
Accounting Case Study
General Ledger Data
General Ledger Periodic Snapshot
General Ledger Journal Transactions
Financial Statements
Budgeting Process
Consolidated Fact Tables
Role of
Summary
Chapter
187
Time-Stamped Transaction Tracking in a Dimension
188
Time-Stamped Dimension with Periodic Snapshot Facts
191
Audit Dimension
193
Keyword Outrigger Dimension
194
AND/OR Dilemma
195
Searching for Substrings
196
Survey Questionnaire Data
197
Summary
198
Chapter
199
Banking Case Study
200
Dimension Triage
200
Household Dimension
204
Multivalued Dimensions
205
Minidimensions
206
Arbitrary Value Banding of Facts
207
Point-in-Time Balances
208
Heterogeneous Product
210
Heterogeneous Products with Transaction Facts
215
Summary
215
Chapter
217
Telecommunications Case Study
218
General Design Review Considerations
220
Granularity
220
Date Dimension
222
Degenerate Dimensions
222
Dimension Decodes and Descriptions
222
Surrogate Keys
223
Too Many (or Too Few) Dimensions
223
Draft Design Exercise Discussion
223
Geographic Location Dimension
226
Location Outrigger
226
Leveraging Geographic Information Systems
227
Summary
227
Chapter
Airline Frequent Flyer Case Study
Multiple Fact Table Granularities
Linking Segments into Trips
Extensions to Other Industries
Cargo Shipper
Travel Services
Combining Small Dimensions into
Class of Service
Origin and Destination
More Date and Time Considerations
Country-Specific Calendars
Time of Day as a Dimension or Fact
Date and Time in Multiple Time Zones
Summary
Chapter
University Case Study
Accumulating Snapshot for Admissions Tracking
Factless Fact Tables
Student Registration Events
Facilities Utilization Coverage
Student Attendance Events
Other Areas of Analytic Interest
Summary
Chapter
Health Care Value Circle
Health Care Bill
Roles Played By the Date Dimension
Multivalued Diagnosis Dimension
Extending a Billing Fact Table to Show Profitability
Dimensions for Billed Hospital Stays
xi
Complex Health Care
Medical
Fact Dimension for Sparse Facts
Going Back in Time
Late-Arriving Fact Rows
Late-Arriving Dimension Rows
Summary
Chapter
Web Client-Server Interactions Tutorial
Why the Clickstream Is Not Just Another Data Source
Challenges of Tracking with Clickstream Data
Specific Dimensions for the Clickstream
Clickstream Fact Table for Complete Sessions
Clickstream Fact Table for Individual Page Events
Aggregate Clickstream Fact Tables
Integrating the Clickstream Data Mart into the
Enterprise Data Warehouse
Electronic Commerce Profitability Data Mart
Summary
Chapter
Insurance Case Study
Insurance Value Chain
Draft Insurance Bus Matrix
Policy Transactions
Dimension Details and Techniques
Alternative (or Complementary) Policy
Accumulating Snapshot
Policy Periodic Snapshot
Conformed Dimensions
Conformed Facts
Heterogeneous Products Again
Multivalued Dimensions Again
xii
Contem
More Insurance
319
Updated Insurance Bus Matrix
320
Claims Transactions
322
Claims Accumulating Snapshot
323
Policy/Claims Consolidated Snapshot
324
Factless Accident Events
325
Common Dimensional Modeling Mistakes to Avoid
326
Summary
330
Chapter
331
Business Dimensional Lif ecycle Road Map
332
Road Map Major Points of Interest
333
Project Planning and Management
334
Assessing Readiness
334
Scoping
336
lustification
336
Staffing
337
Developing and Maintaining the Project Plan
339
Business Requirements Definition
340
Requirements Preplanning
341
Collecting the Business Requirements
343
Postcollection Documentation and Follow-up
345
Lif ecycle Technology Track
347
Technical Architecture Design
348
Eight-Step Process for Creating the Technical Architecture
348
Product Selection and Installation
351
Lifecycle Data Track
353
Dimensional Modeling
353
Physical Design
355
Aggregation Strategy
356
Initial Indexing Strategy
357
Data Staging Design and Development
358
Dimension Table Staging
358
Fact Table Staging
361
SÉóiiífÄlS
Lifecycle Analytic
Analytic
Analytic Application Development
Deployment
Maintenance and Growth
Common Data Warehousing Mistakes to Avoid
Summary
Chapter
Ongoing Technology Advances
Political Forces Demanding Security and Affecting Privacy
Conflict between Beneficial Uses and Insidious Abuses
Who Owns Your Personal Data?
What Is Likely to Happen? Watching the Watchers
How Watching the Watchers Affects Data
Warehouse Architecture
Designing to Avoid Catastrophic Failure
Catastrophic Failures
Countering Catastrophic Failures
Intellectual Property and Fair Use
Cultural Trends in Data Warehousing
Managing by the Numbers
across the Enterprise
Increased Reliance on Sophisticated Key
Performance Indicators
Behavior Is the New Marquee Application
Packaged Applications Have Hit Their High Point
Application Integration Has to Be Done by Someone
Data Warehouse Outsourcing Needs a Sober Risk Assessment
In Closing
Glossary
Index |
| any_adam_object | 1 |
| author | Kimball, Ralph Ross, Margy |
| author_facet | Kimball, Ralph Ross, Margy |
| author_role | aut aut |
| author_sort | Kimball, Ralph |
| author_variant | r k rk m r mr |
| building | Verbundindex |
| bvnumber | BV014400637 |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.9.D26K575 2002 |
| callnumber-search | QA76.9.D26K575 2002 |
| callnumber-sort | QA 276.9 D26 K575 42002 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | QH 500 QP 345 ST 270 ST 530 |
| ctrlnum | (OCoLC)248745602 (DE-599)BVBBV014400637 |
| dewey-full | 658.4/038/0285574 658.4/038/028557421 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.4/038/0285574 658.4/038/0285574 21 |
| dewey-search | 658.4/038/0285574 658.4/038/0285574 21 |
| dewey-sort | 3658.4 238 6285574 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Informatik Wirtschaftswissenschaften |
| edition | 2. ed. |
| format | Book |
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| id | DE-604.BV014400637 |
| illustrated | Illustrated |
| indexdate | 2024-09-10T00:55:35Z |
| institution | BVB |
| isbn | 0471200247 9780471200246 9788126508891 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009854541 |
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| physical | XXIV, 436 S. graph. Darst. |
| publishDate | 2002 |
| publishDateSearch | 2002 |
| publishDateSort | 2002 |
| publisher | Wiley |
| record_format | marc |
| spelling | Kimball, Ralph Verfasser aut The data warehouse toolkit the complete guide to dimensional modeling Ralph Kimball ; Margy Ross 2. ed. New York, NY [u.a.] Wiley 2002 XXIV, 436 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Bases de données - Conception Bases de données - Gestion Entrepôts de données (Informatique) Modelagem de dados larpcal Sistemas de informação gerencial larpcal Database design Data warehousing Absatzweg (DE-588)4112445-5 gnd rswk-swf Data-Warehouse-Konzept (DE-588)4406462-7 gnd rswk-swf CD-ROM (DE-588)4139307-7 gnd rswk-swf Datenbanksystem (DE-588)4113276-2 gnd rswk-swf Vertriebsorganisation (DE-588)4078869-6 gnd rswk-swf Vertriebsorganisation (DE-588)4078869-6 s Absatzweg (DE-588)4112445-5 s Datenbanksystem (DE-588)4113276-2 s 1\p DE-604 Data-Warehouse-Konzept (DE-588)4406462-7 s CD-ROM (DE-588)4139307-7 s 2\p DE-604 Ross, Margy Verfasser aut http://www.loc.gov/catdir/description/wiley036/2002002284.html Publisher description http://www.loc.gov/catdir/toc/wiley021/2002002284.html Table of contents Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009854541&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kimball, Ralph Ross, Margy The data warehouse toolkit the complete guide to dimensional modeling Bases de données - Conception Bases de données - Gestion Entrepôts de données (Informatique) Modelagem de dados larpcal Sistemas de informação gerencial larpcal Database design Data warehousing Absatzweg (DE-588)4112445-5 gnd Data-Warehouse-Konzept (DE-588)4406462-7 gnd CD-ROM (DE-588)4139307-7 gnd Datenbanksystem (DE-588)4113276-2 gnd Vertriebsorganisation (DE-588)4078869-6 gnd |
| subject_GND | (DE-588)4112445-5 (DE-588)4406462-7 (DE-588)4139307-7 (DE-588)4113276-2 (DE-588)4078869-6 |
| title | The data warehouse toolkit the complete guide to dimensional modeling |
| title_auth | The data warehouse toolkit the complete guide to dimensional modeling |
| title_exact_search | The data warehouse toolkit the complete guide to dimensional modeling |
| title_full | The data warehouse toolkit the complete guide to dimensional modeling Ralph Kimball ; Margy Ross |
| title_fullStr | The data warehouse toolkit the complete guide to dimensional modeling Ralph Kimball ; Margy Ross |
| title_full_unstemmed | The data warehouse toolkit the complete guide to dimensional modeling Ralph Kimball ; Margy Ross |
| title_short | The data warehouse toolkit |
| title_sort | the data warehouse toolkit the complete guide to dimensional modeling |
| title_sub | the complete guide to dimensional modeling |
| topic | Bases de données - Conception Bases de données - Gestion Entrepôts de données (Informatique) Modelagem de dados larpcal Sistemas de informação gerencial larpcal Database design Data warehousing Absatzweg (DE-588)4112445-5 gnd Data-Warehouse-Konzept (DE-588)4406462-7 gnd CD-ROM (DE-588)4139307-7 gnd Datenbanksystem (DE-588)4113276-2 gnd Vertriebsorganisation (DE-588)4078869-6 gnd |
| topic_facet | Bases de données - Conception Bases de données - Gestion Entrepôts de données (Informatique) Modelagem de dados Sistemas de informação gerencial Database design Data warehousing Absatzweg Data-Warehouse-Konzept CD-ROM Datenbanksystem Vertriebsorganisation |
| url | http://www.loc.gov/catdir/description/wiley036/2002002284.html http://www.loc.gov/catdir/toc/wiley021/2002002284.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009854541&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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