SlideShare a Scribd company logo
Retail Sales Kimball & Ross, Chapter 2
Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Four-Step Dimensional Design Process  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Four-Step Dimensional Design Process ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Retail Case Study ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Retail Case Study – Cont’d ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 1. Select the Business Process ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 2. Declare the Grain ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 3. Choose the Dimensions ,[object Object],[object Object],[object Object],[object Object]
Preliminary Retail Sales Schema ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 4. Identify the Facts  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Date Dimension ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Product Dimension ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Store Dimension ,[object Object],[object Object],[object Object],[object Object]
Promotion Dimension ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Factless Fact Table ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Degenerate Dimension (DD) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Retail Schema Extensibility ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Schema Extensibility ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Resisting Dimension Normalization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Too Many Dimensions ,[object Object],[object Object],[object Object]
Surrogate Keys ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Acknowledgements ,[object Object]

More Related Content

What's hot

Data warehouse system and its concepts
Data warehouse system and its conceptsData warehouse system and its concepts
Data warehouse system and its concepts
Gaurav Garg
 
Real World Business Intelligence and Data Warehousing
Real World Business Intelligence and Data WarehousingReal World Business Intelligence and Data Warehousing
Real World Business Intelligence and Data Warehousing
ukc4
 
Dwdm 2(data warehouse)
Dwdm 2(data warehouse)Dwdm 2(data warehouse)
Dwdm 2(data warehouse)
Er Bansal
 
Dimensional Modeling Basic Concept with Example
Dimensional Modeling Basic Concept with ExampleDimensional Modeling Basic Concept with Example
Dimensional Modeling Basic Concept with Example
Sajjad Zaheer
 
Introduction Data warehouse
Introduction Data warehouseIntroduction Data warehouse
Introduction Data warehouse
Amin Choroomi
 
Designing high performance datawarehouse
Designing high performance datawarehouseDesigning high performance datawarehouse
Designing high performance datawarehouse
Uday Kothari
 
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALADATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
Saikiran Panjala
 
Data ware house design
Data ware house designData ware house design
Data ware house design
Sayed Ahmed
 
Star schema
Star schemaStar schema
Data warehousing
Data warehousingData warehousing
Data warehousing
Juhi Mahajan
 
1.4 data warehouse
1.4 data warehouse1.4 data warehouse
1.4 data warehouse
Krish_ver2
 
Data Warehouse Modeling
Data Warehouse ModelingData Warehouse Modeling
Data Warehouse Modeling
vivekjv
 
Data Warehouse 101
Data Warehouse 101Data Warehouse 101
Data Warehouse 101
PanaEk Warawit
 
Final year project ppt
Final year project pptFinal year project ppt
Final year project ppt
Kavya Srinet
 
Cs1011 dw-dm-1
Cs1011 dw-dm-1Cs1011 dw-dm-1
Cs1011 dw-dm-1
Aarti Goyal
 
data warehousing
data warehousingdata warehousing
data warehousing
Jagnesh Chawla
 
Data warehouse and olap technology
Data warehouse and olap technologyData warehouse and olap technology
Data warehouse and olap technology
DataminingTools Inc
 
Intro slides
Intro slidesIntro slides
Intro slides
Balamurugan Karnan
 
Pass 2018 introduction to dax
Pass 2018 introduction to daxPass 2018 introduction to dax
Pass 2018 introduction to dax
Ike Ellis
 
Data Warehouse
Data WarehouseData Warehouse
Data Warehouse
PresentationLoad
 

What's hot (20)

Data warehouse system and its concepts
Data warehouse system and its conceptsData warehouse system and its concepts
Data warehouse system and its concepts
 
Real World Business Intelligence and Data Warehousing
Real World Business Intelligence and Data WarehousingReal World Business Intelligence and Data Warehousing
Real World Business Intelligence and Data Warehousing
 
Dwdm 2(data warehouse)
Dwdm 2(data warehouse)Dwdm 2(data warehouse)
Dwdm 2(data warehouse)
 
Dimensional Modeling Basic Concept with Example
Dimensional Modeling Basic Concept with ExampleDimensional Modeling Basic Concept with Example
Dimensional Modeling Basic Concept with Example
 
Introduction Data warehouse
Introduction Data warehouseIntroduction Data warehouse
Introduction Data warehouse
 
Designing high performance datawarehouse
Designing high performance datawarehouseDesigning high performance datawarehouse
Designing high performance datawarehouse
 
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALADATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
 
Data ware house design
Data ware house designData ware house design
Data ware house design
 
Star schema
Star schemaStar schema
Star schema
 
Data warehousing
Data warehousingData warehousing
Data warehousing
 
1.4 data warehouse
1.4 data warehouse1.4 data warehouse
1.4 data warehouse
 
Data Warehouse Modeling
Data Warehouse ModelingData Warehouse Modeling
Data Warehouse Modeling
 
Data Warehouse 101
Data Warehouse 101Data Warehouse 101
Data Warehouse 101
 
Final year project ppt
Final year project pptFinal year project ppt
Final year project ppt
 
Cs1011 dw-dm-1
Cs1011 dw-dm-1Cs1011 dw-dm-1
Cs1011 dw-dm-1
 
data warehousing
data warehousingdata warehousing
data warehousing
 
Data warehouse and olap technology
Data warehouse and olap technologyData warehouse and olap technology
Data warehouse and olap technology
 
Intro slides
Intro slidesIntro slides
Intro slides
 
Pass 2018 introduction to dax
Pass 2018 introduction to daxPass 2018 introduction to dax
Pass 2018 introduction to dax
 
Data Warehouse
Data WarehouseData Warehouse
Data Warehouse
 

Similar to Modelado Dimensional 4 Etapas

Modelado Dimensional 4 etapas.ppt
Modelado Dimensional 4 etapas.pptModelado Dimensional 4 etapas.ppt
Modelado Dimensional 4 etapas.ppt
ssuser39e08e
 
Chapter 2 - Retail Sales
Chapter 2 - Retail Sales Chapter 2 - Retail Sales
Chapter 2 - Retail Sales
Khairul Shafee Kalid
 
Introduction to Dimesional Modelling
Introduction to Dimesional ModellingIntroduction to Dimesional Modelling
Introduction to Dimesional Modelling
Ashish Chandwani
 
Basics+of+Datawarehousing
Basics+of+DatawarehousingBasics+of+Datawarehousing
Basics+of+Datawarehousing
theextraaedge
 
It bi retail
It bi retailIt bi retail
It bi retail
ashutosh2811
 
BI in Retail sector
BI in Retail sectorBI in Retail sector
BI in Retail sector
ashutosh2811
 
Data warehousing
Data warehousingData warehousing
Data warehousing
Allen Woods
 
LECTURE 7.ppt.pdf
LECTURE 7.ppt.pdfLECTURE 7.ppt.pdf
LECTURE 7.ppt.pdf
cikajen791
 
Dimensional Modeling Concepts_Nishant.ppt
Dimensional Modeling Concepts_Nishant.pptDimensional Modeling Concepts_Nishant.ppt
Dimensional Modeling Concepts_Nishant.ppt
nishant523869
 
Lecture 08B - Logical-DWH-Model-Pending.pptx
Lecture 08B - Logical-DWH-Model-Pending.pptxLecture 08B - Logical-DWH-Model-Pending.pptx
Lecture 08B - Logical-DWH-Model-Pending.pptx
Asadkhan47384
 
Rick Watkins Power Point presentation
Rick Watkins Power Point presentationRick Watkins Power Point presentation
Rick Watkins Power Point presentation
rickwatkins
 
Power Point Presentation
Power Point PresentationPower Point Presentation
Power Point Presentation
rickwatkins
 
Rick Watkins Power Point Presentation on Automation efficiencies
Rick Watkins Power Point Presentation on Automation efficienciesRick Watkins Power Point Presentation on Automation efficiencies
Rick Watkins Power Point Presentation on Automation efficiencies
rickwatkins
 
Designing the business process dimensional model
Designing the business process dimensional modelDesigning the business process dimensional model
Designing the business process dimensional model
Gersiton Pila Challco
 
IDW Lecture 21-Families of STAR schema.pptx
IDW Lecture 21-Families of STAR schema.pptxIDW Lecture 21-Families of STAR schema.pptx
IDW Lecture 21-Families of STAR schema.pptx
IntisarAhmad5
 
Case study: Implementation of dimension table and fact table
Case study: Implementation of dimension table and fact tableCase study: Implementation of dimension table and fact table
Case study: Implementation of dimension table and fact table
chirag patil
 
Datawarehouse Overview
Datawarehouse OverviewDatawarehouse Overview
Datawarehouse Overview
ashok kumar
 
Rick Watkins Power Point Resume
Rick Watkins Power Point ResumeRick Watkins Power Point Resume
Rick Watkins Power Point Resume
rickwatkins
 
Dimensional modelling-mod-3
Dimensional modelling-mod-3Dimensional modelling-mod-3
Dimensional modelling-mod-3
Malik Alig
 
(Lecture 4)Slowly Changing Dimensions.pdf
(Lecture 4)Slowly Changing Dimensions.pdf(Lecture 4)Slowly Changing Dimensions.pdf
(Lecture 4)Slowly Changing Dimensions.pdf
MobeenMasoudi
 

Similar to Modelado Dimensional 4 Etapas (20)

Modelado Dimensional 4 etapas.ppt
Modelado Dimensional 4 etapas.pptModelado Dimensional 4 etapas.ppt
Modelado Dimensional 4 etapas.ppt
 
Chapter 2 - Retail Sales
Chapter 2 - Retail Sales Chapter 2 - Retail Sales
Chapter 2 - Retail Sales
 
Introduction to Dimesional Modelling
Introduction to Dimesional ModellingIntroduction to Dimesional Modelling
Introduction to Dimesional Modelling
 
Basics+of+Datawarehousing
Basics+of+DatawarehousingBasics+of+Datawarehousing
Basics+of+Datawarehousing
 
It bi retail
It bi retailIt bi retail
It bi retail
 
BI in Retail sector
BI in Retail sectorBI in Retail sector
BI in Retail sector
 
Data warehousing
Data warehousingData warehousing
Data warehousing
 
LECTURE 7.ppt.pdf
LECTURE 7.ppt.pdfLECTURE 7.ppt.pdf
LECTURE 7.ppt.pdf
 
Dimensional Modeling Concepts_Nishant.ppt
Dimensional Modeling Concepts_Nishant.pptDimensional Modeling Concepts_Nishant.ppt
Dimensional Modeling Concepts_Nishant.ppt
 
Lecture 08B - Logical-DWH-Model-Pending.pptx
Lecture 08B - Logical-DWH-Model-Pending.pptxLecture 08B - Logical-DWH-Model-Pending.pptx
Lecture 08B - Logical-DWH-Model-Pending.pptx
 
Rick Watkins Power Point presentation
Rick Watkins Power Point presentationRick Watkins Power Point presentation
Rick Watkins Power Point presentation
 
Power Point Presentation
Power Point PresentationPower Point Presentation
Power Point Presentation
 
Rick Watkins Power Point Presentation on Automation efficiencies
Rick Watkins Power Point Presentation on Automation efficienciesRick Watkins Power Point Presentation on Automation efficiencies
Rick Watkins Power Point Presentation on Automation efficiencies
 
Designing the business process dimensional model
Designing the business process dimensional modelDesigning the business process dimensional model
Designing the business process dimensional model
 
IDW Lecture 21-Families of STAR schema.pptx
IDW Lecture 21-Families of STAR schema.pptxIDW Lecture 21-Families of STAR schema.pptx
IDW Lecture 21-Families of STAR schema.pptx
 
Case study: Implementation of dimension table and fact table
Case study: Implementation of dimension table and fact tableCase study: Implementation of dimension table and fact table
Case study: Implementation of dimension table and fact table
 
Datawarehouse Overview
Datawarehouse OverviewDatawarehouse Overview
Datawarehouse Overview
 
Rick Watkins Power Point Resume
Rick Watkins Power Point ResumeRick Watkins Power Point Resume
Rick Watkins Power Point Resume
 
Dimensional modelling-mod-3
Dimensional modelling-mod-3Dimensional modelling-mod-3
Dimensional modelling-mod-3
 
(Lecture 4)Slowly Changing Dimensions.pdf
(Lecture 4)Slowly Changing Dimensions.pdf(Lecture 4)Slowly Changing Dimensions.pdf
(Lecture 4)Slowly Changing Dimensions.pdf
 

More from Roberto Espinosa

Ergonomia sap 2012
Ergonomia sap 2012Ergonomia sap 2012
Ergonomia sap 2012
Roberto Espinosa
 
Fundamentos dw
Fundamentos dwFundamentos dw
Fundamentos dw
Roberto Espinosa
 
Diseño Dimensional
Diseño DimensionalDiseño Dimensional
Diseño Dimensional
Roberto Espinosa
 
Evolucion Poblacion Distrito
Evolucion Poblacion DistritoEvolucion Poblacion Distrito
Evolucion Poblacion Distrito
Roberto Espinosa
 
Estadisticas de londres
Estadisticas de londresEstadisticas de londres
Estadisticas de londres
Roberto Espinosa
 
Data Mining. Extracción de Conocimiento en Grandes Bases de Datos
Data Mining. Extracción de Conocimiento en Grandes Bases de DatosData Mining. Extracción de Conocimiento en Grandes Bases de Datos
Data Mining. Extracción de Conocimiento en Grandes Bases de Datos
Roberto Espinosa
 
Informatica Pentaho Etl Tools Comparison
Informatica Pentaho Etl Tools ComparisonInformatica Pentaho Etl Tools Comparison
Informatica Pentaho Etl Tools Comparison
Roberto Espinosa
 

More from Roberto Espinosa (7)

Ergonomia sap 2012
Ergonomia sap 2012Ergonomia sap 2012
Ergonomia sap 2012
 
Fundamentos dw
Fundamentos dwFundamentos dw
Fundamentos dw
 
Diseño Dimensional
Diseño DimensionalDiseño Dimensional
Diseño Dimensional
 
Evolucion Poblacion Distrito
Evolucion Poblacion DistritoEvolucion Poblacion Distrito
Evolucion Poblacion Distrito
 
Estadisticas de londres
Estadisticas de londresEstadisticas de londres
Estadisticas de londres
 
Data Mining. Extracción de Conocimiento en Grandes Bases de Datos
Data Mining. Extracción de Conocimiento en Grandes Bases de DatosData Mining. Extracción de Conocimiento en Grandes Bases de Datos
Data Mining. Extracción de Conocimiento en Grandes Bases de Datos
 
Informatica Pentaho Etl Tools Comparison
Informatica Pentaho Etl Tools ComparisonInformatica Pentaho Etl Tools Comparison
Informatica Pentaho Etl Tools Comparison
 

Modelado Dimensional 4 Etapas

  • 1. Retail Sales Kimball & Ross, Chapter 2
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.