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Global Retail Analytics Market Size, Status and Forecast 2020-2026
Published Date: March 2020
|
Report Code: QYRE-Auto-9U1979
Home | Category |Computers & Electronics |Enterprise Technology |Data Management
Global Retail Analytics Market Size Status and Forecast 2020 2026

Global Retail Analytics Market Size, Status and Forecast 2020-2026

Code: QYRE-Auto-9U1979
Report
March 2020
94 Pages
QYResearch
Region: Global, North America, Europe, Japan, Central & South America,
Description
Table of Content
Tables & Figures

Retail Analytics Market Overview

 
Retail analytics is the process of providing analytical data on inventory levels, supply chain movement, consumer demand, sales, etc. that are crucial for making marketing, and procurement decisions. The analytics on demand and supply data can be used for maintaining procurement level and also for taking marketing decisions. Retail analytics gives us detailed customer insights along with insights into the business and processes of the organisation with scope and need for improvement.
 
The market in North America is expected to hold the largest market share, whereas the APAC region is projected to provide significant opportunities in this market and expected to grow at the highest CAGR during the forecast period.
 
Global Retail Analytics Scope and Market Size
 
Retail Analytics market is segmented by Type, and by Application. Players, stakeholders, and other participants in the global Retail Analytics market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by Type and by Application in terms of revenue and forecast for the period 2015-2026.

This report focuses on the global Retail Analytics status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Retail Analytics development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
 
The key players covered in this study
 
  • IBM
  • Oracle
  • Microsoft
  • Manthan
  • Fujitsu
  • Information Builders
  • Microstrategy
  • SAP
  • Bridgei2i
  • SAS Institute
  • Qlik
  • 1010data
  • Angoss
 
Market segment by Type, the product can be split into
 
  • Software
  • Services
Market segment by Application, split into
 
  • Merchandising Analysis
  • Pricing Analysis
  • Customer Management
  • Performance Analysis
  • Yield Analysis
  • Inventory Analysis
  • Others
 
Market segment by Regions/Countries, this report covers
 
  • North America
  • Europe
  • China
  • Japan
  • Southeast Asia
  • India
  • Central & South America
 
The study objectives of this report are:
 
  • To analyze global Retail Analytics status, future forecast, growth opportunity, key market and key players.
  • To present the Retail Analytics development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
  • To strategically profile the key players and comprehensively analyze their development plan and strategies.
  • To define, describe and forecast the market by type, market and key regions.
 
In this study, the years considered to estimate the market size of Retail Analytics are as follows:
 
  • History Year: 2015-2019
  • Base Year: 2019
  • Estimated Year: 2020
  • Forecast Year 2020 to 2026
For the data information by region, company, type and application, 2019 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

Table of Contents

 
1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Retail Analytics Revenue
1.4 Market Analysis by Type
1.4.1 Global Retail Analytics Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Software
1.4.3 Services
1.5 Market by Application
1.5.1 Global Retail Analytics Market Share by Application: 2020 VS 2026
1.5.2 Merchandising Analysis
1.5.3 Pricing Analysis
1.5.4 Customer Management
1.5.5 Performance Analysis
1.5.6 Yield Analysis
1.5.7 Inventory Analysis
1.5.8 Others
1.6 Study Objectives
1.7 Years Considered
2 Global Growth Trends by Regions
2.1 Retail Analytics Market Perspective (2015-2026)
2.2 Retail Analytics Growth Trends by Regions
2.2.1 Retail Analytics Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Retail Analytics Historic Market Share by Regions (2015-2020)
2.2.3 Retail Analytics Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Retail Analytics Market Growth Strategy
2.3.6 Primary Interviews with Key Retail Analytics Players (Opinion Leaders)
3 Competition Landscape by Key Players
3.1 Global Top Retail Analytics Players by Market Size
3.1.1 Global Top Retail Analytics Players by Revenue (2015-2020)
3.1.2 Global Retail Analytics Revenue Market Share by Players (2015-2020)
3.1.3 Global Retail Analytics Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Retail Analytics Market Concentration Ratio
3.2.1 Global Retail Analytics Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Retail Analytics Revenue in 2019
3.3 Retail Analytics Key Players Head office and Area Served
3.4 Key Players Retail Analytics Product Solution and Service
3.5 Date of Enter into Retail Analytics Market
3.6 Mergers & Acquisitions, Expansion Plans
4 Breakdown Data by Type (2015-2026)
4.1 Global Retail Analytics Historic Market Size by Type (2015-2020)
4.2 Global Retail Analytics Forecasted Market Size by Type (2021-2026)
5 Retail Analytics Breakdown Data by Application (2015-2026)
5.1 Global Retail Analytics Market Size by Application (2015-2020)
5.2 Global Retail Analytics Forecasted Market Size by Application (2021-2026)
6 North America
6.1 North America Retail Analytics Market Size (2015-2020)
6.2 Retail Analytics Key Players in North America (2019-2020)
6.3 North America Retail Analytics Market Size by Type (2015-2020)
6.4 North America Retail Analytics Market Size by Application (2015-2020)
7 Europe
7.1 Europe Retail Analytics Market Size (2015-2020)
7.2 Retail Analytics Key Players in Europe (2019-2020)
7.3 Europe Retail Analytics Market Size by Type (2015-2020)
7.4 Europe Retail Analytics Market Size by Application (2015-2020)
8 China
8.1 China Retail Analytics Market Size (2015-2020)
8.2 Retail Analytics Key Players in China (2019-2020)
8.3 China Retail Analytics Market Size by Type (2015-2020)
8.4 China Retail Analytics Market Size by Application (2015-2020)
9 Japan
9.1 Japan Retail Analytics Market Size (2015-2020)
9.2 Retail Analytics Key Players in Japan (2019-2020)
9.3 Japan Retail Analytics Market Size by Type (2015-2020)
9.4 Japan Retail Analytics Market Size by Application (2015-2020)
10 Southeast Asia
10.1 Southeast Asia Retail Analytics Market Size (2015-2020)
10.2 Retail Analytics Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Retail Analytics Market Size by Type (2015-2020)
10.4 Southeast Asia Retail Analytics Market Size by Application (2015-2020)
11 India
11.1 India Retail Analytics Market Size (2015-2020)
11.2 Retail Analytics Key Players in India (2019-2020)
11.3 India Retail Analytics Market Size by Type (2015-2020)
11.4 India Retail Analytics Market Size by Application (2015-2020)
12 Central & South America
12.1 Central & South America Retail Analytics Market Size (2015-2020)
12.2 Retail Analytics Key Players in Central & South America (2019-2020)
12.3 Central & South America Retail Analytics Market Size by Type (2015-2020)
12.4 Central & South America Retail Analytics Market Size by Application (2015-2020)
13 Key Players Profiles
13.1 IBM
13.1.1 IBM Company Details
13.1.2 IBM Business Overview and Its Total Revenue
13.1.3 IBM Retail Analytics Introduction
13.1.4 IBM Revenue in Retail Analytics Business (2015-2020))
13.1.5 IBM Recent Development
13.2 Oracle
13.2.1 Oracle Company Details
13.2.2 Oracle Business Overview and Its Total Revenue
13.2.3 Oracle Retail Analytics Introduction
13.2.4 Oracle Revenue in Retail Analytics Business (2015-2020)
13.2.5 Oracle Recent Development
13.3 Microsoft
13.3.1 Microsoft Company Details
13.3.2 Microsoft Business Overview and Its Total Revenue
13.3.3 Microsoft Retail Analytics Introduction
13.3.4 Microsoft Revenue in Retail Analytics Business (2015-2020)
13.3.5 Microsoft Recent Development
13.4 Manthan
13.4.1 Manthan Company Details
13.4.2 Manthan Business Overview and Its Total Revenue
13.4.3 Manthan Retail Analytics Introduction
13.4.4 Manthan Revenue in Retail Analytics Business (2015-2020)
13.4.5 Manthan Recent Development
13.5 Fujitsu
13.5.1 Fujitsu Company Details
13.5.2 Fujitsu Business Overview and Its Total Revenue
13.5.3 Fujitsu Retail Analytics Introduction
13.5.4 Fujitsu Revenue in Retail Analytics Business (2015-2020)
13.5.5 Fujitsu Recent Development
13.6 Information Builders
13.6.1 Information Builders Company Details
13.6.2 Information Builders Business Overview and Its Total Revenue
13.6.3 Information Builders Retail Analytics Introduction
13.6.4 Information Builders Revenue in Retail Analytics Business (2015-2020)
13.6.5 Information Builders Recent Development
13.7 Microstrategy
13.7.1 Microstrategy Company Details
13.7.2 Microstrategy Business Overview and Its Total Revenue
13.7.3 Microstrategy Retail Analytics Introduction
13.7.4 Microstrategy Revenue in Retail Analytics Business (2015-2020)
13.7.5 Microstrategy Recent Development
13.8 SAP
13.8.1 SAP Company Details
13.8.2 SAP Business Overview and Its Total Revenue
13.8.3 SAP Retail Analytics Introduction
13.8.4 SAP Revenue in Retail Analytics Business (2015-2020)
13.8.5 SAP Recent Development
13.9 Bridgei2i
13.9.1 Bridgei2i Company Details
13.9.2 Bridgei2i Business Overview and Its Total Revenue
13.9.3 Bridgei2i Retail Analytics Introduction
13.9.4 Bridgei2i Revenue in Retail Analytics Business (2015-2020)
13.9.5 Bridgei2i Recent Development
13.10 SAS Institute
13.10.1 SAS Institute Company Details
13.10.2 SAS Institute Business Overview and Its Total Revenue
13.10.3 SAS Institute Retail Analytics Introduction
13.10.4 SAS Institute Revenue in Retail Analytics Business (2015-2020)
13.10.5 SAS Institute Recent Development
13.11 Qlik
10.11.1 Qlik Company Details
10.11.2 Qlik Business Overview and Its Total Revenue
10.11.3 Qlik Retail Analytics Introduction
10.11.4 Qlik Revenue in Retail Analytics Business (2015-2020)
10.11.5 Qlik Recent Development
13.12 1010data
10.12.1 1010data Company Details
10.12.2 1010data Business Overview and Its Total Revenue
10.12.3 1010data Retail Analytics Introduction
10.12.4 1010data Revenue in Retail Analytics Business (2015-2020)
10.12.5 1010data Recent Development
13.13 Angoss
10.13.1 Angoss Company Details
10.13.2 Angoss Business Overview and Its Total Revenue
10.13.3 Angoss Retail Analytics Introduction
10.13.4 Angoss Revenue in Retail Analytics Business (2015-2020)
10.13.5 Angoss Recent Development
14 Analyst's Viewpoints/Conclusions
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details

List of Tables & Figures

 
    Table 1. Retail Analytics Key Market Segments
    Table 2. Key Players Covered: Ranking by Retail Analytics Revenue
    Table 3. Ranking of Global Top Retail Analytics Manufacturers by Revenue (US$ Million) in 2019
    Table 4. Global Retail Analytics Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
    Table 5. Key Players of Software
    Table 6. Key Players of Services
    Table 7. Global Retail Analytics Market Size Growth by Application (US$ Million): 2020 VS 2026
    Table 8. Global Retail Analytics Market Size by Regions (US$ Million): 2020 VS 2026
    Table 9. Global Retail Analytics Market Size by Regions (2015-2020) (US$ Million)
    Table 10. Global Retail Analytics Market Share by Regions (2015-2020)
    Table 11. Global Retail Analytics Forecasted Market Size by Regions (2021-2026) (US$ Million)
    Table 12. Global Retail Analytics Market Share by Regions (2021-2026)
    Table 13. Market Top Trends
    Table 14. Key Drivers: Impact Analysis
    Table 15. Key Challenges
    Table 16. Retail Analytics Market Growth Strategy
    Table 17. Main Points Interviewed from Key Retail Analytics Players
    Table 18. Global Retail Analytics Revenue by Players (2015-2020) (Million US$)
    Table 19. Global Retail Analytics Market Share by Players (2015-2020)
    Table 20. Global Top Retail Analytics Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Retail Analytics as of 2019)
    Table 21. Global Retail Analytics by Players Market Concentration Ratio (CR5 and HHI)
    Table 22. Key Players Headquarters and Area Served
    Table 23. Key Players Retail Analytics Product Solution and Service
    Table 24. Date of Enter into Retail Analytics Market
    Table 25. Mergers & Acquisitions, Expansion Plans
    Table 26. Global Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 27. Global Retail Analytics Market Size Share by Type (2015-2020)
    Table 28. Global Retail Analytics Revenue Market Share by Type (2021-2026)
    Table 29. Global Retail Analytics Market Size Share by Application (2015-2020)
    Table 30. Global Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 31. Global Retail Analytics Market Size Share by Application (2021-2026)
    Table 32. North America Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 33. North America Key Players Retail Analytics Market Share (2019-2020)
    Table 34. North America Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 35. North America Retail Analytics Market Share by Type (2015-2020)
    Table 36. North America Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 37. North America Retail Analytics Market Share by Application (2015-2020)
    Table 38. Europe Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 39. Europe Key Players Retail Analytics Market Share (2019-2020)
    Table 40. Europe Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 41. Europe Retail Analytics Market Share by Type (2015-2020)
    Table 42. Europe Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 43. Europe Retail Analytics Market Share by Application (2015-2020)
    Table 44. China Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 45. China Key Players Retail Analytics Market Share (2019-2020)
    Table 46. China Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 47. China Retail Analytics Market Share by Type (2015-2020)
    Table 48. China Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 49. China Retail Analytics Market Share by Application (2015-2020)
    Table 50. Japan Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 51. Japan Key Players Retail Analytics Market Share (2019-2020)
    Table 52. Japan Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 53. Japan Retail Analytics Market Share by Type (2015-2020)
    Table 54. Japan Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 55. Japan Retail Analytics Market Share by Application (2015-2020)
    Table 56. Southeast Asia Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 57. Southeast Asia Key Players Retail Analytics Market Share (2019-2020)
    Table 58. Southeast Asia Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 59. Southeast Asia Retail Analytics Market Share by Type (2015-2020)
    Table 60. Southeast Asia Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 61. Southeast Asia Retail Analytics Market Share by Application (2015-2020)
    Table 62. India Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 63. India Key Players Retail Analytics Market Share (2019-2020)
    Table 64. India Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 65. India Retail Analytics Market Share by Type (2015-2020)
    Table 66. India Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 67. India Retail Analytics Market Share by Application (2015-2020)
    Table 68. Central & South America Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 69. Central & South America Key Players Retail Analytics Market Share (2019-2020)
    Table 70. Central & South America Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 71. Central & South America Retail Analytics Market Share by Type (2015-2020)
    Table 72. Central & South America Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 73. Central & South America Retail Analytics Market Share by Application (2015-2020)
    Table 74. IBM Company Details
    Table 75. IBM Business Overview
    Table 76. IBM Product
    Table 77. IBM Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 78. IBM Recent Development
    Table 79. Oracle Company Details
    Table 80. Oracle Business Overview
    Table 81. Oracle Product
    Table 82. Oracle Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 83. Oracle Recent Development
    Table 84. Microsoft Company Details
    Table 85. Microsoft Business Overview
    Table 86. Microsoft Product
    Table 87. Microsoft Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 88. Microsoft Recent Development
    Table 89. Manthan Company Details
    Table 90. Manthan Business Overview
    Table 91. Manthan Product
    Table 92. Manthan Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 93. Manthan Recent Development
    Table 94. Fujitsu Company Details
    Table 95. Fujitsu Business Overview
    Table 96. Fujitsu Product
    Table 97. Fujitsu Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 98. Fujitsu Recent Development
    Table 99. Information Builders Company Details
    Table 100. Information Builders Business Overview
    Table 101. Information Builders Product
    Table 102. Information Builders Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 103. Information Builders Recent Development
    Table 104. Microstrategy Company Details
    Table 105. Microstrategy Business Overview
    Table 106. Microstrategy Product
    Table 107. Microstrategy Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 108. Microstrategy Recent Development
    Table 109. SAP Business Overview
    Table 110. SAP Product
    Table 111. SAP Company Details
    Table 112. SAP Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 113. SAP Recent Development
    Table 114. Bridgei2i Company Details
    Table 115. Bridgei2i Business Overview
    Table 116. Bridgei2i Product
    Table 117. Bridgei2i Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 118. Bridgei2i Recent Development
    Table 119. SAS Institute Company Details
    Table 120. SAS Institute Business Overview
    Table 121. SAS Institute Product
    Table 122. SAS Institute Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 123. SAS Institute Recent Development
    Table 124. Qlik Company Details
    Table 125. Qlik Business Overview
    Table 126. Qlik Product
    Table 127. Qlik Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 128. Qlik Recent Development
    Table 129. 1010data Company Details
    Table 130. 1010data Business Overview
    Table 131. 1010data Product
    Table 132. 1010data Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 133. 1010data Recent Development
    Table 134. Angoss Company Details
    Table 135. Angoss Business Overview
    Table 136. Angoss Product
    Table 137. Angoss Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 138. Angoss Recent Development
    Table 139. Research Programs/Design for This Report
    Table 140. Key Data Information from Secondary Sources
    Table 141. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Retail Analytics Market Share by Type: 2020 VS 2026
    Figure 2. Software Features
    Figure 3. Services Features
    Figure 4. Global Retail Analytics Market Share by Application: 2020 VS 2026
    Figure 5. Merchandising Analysis Case Studies
    Figure 6. Pricing Analysis Case Studies
    Figure 7. Customer Management Case Studies
    Figure 8. Performance Analysis Case Studies
    Figure 9. Yield Analysis Case Studies
    Figure 10. Inventory Analysis Case Studies
    Figure 11. Others Case Studies
    Figure 12. Retail Analytics Report Years Considered
    Figure 13. Global Retail Analytics Market Size YoY Growth 2015-2026 (US$ Million)
    Figure 14. Global Retail Analytics Market Share by Regions: 2020 VS 2026
    Figure 15. Global Retail Analytics Market Share by Regions (2021-2026)
    Figure 16. Porter's Five Forces Analysis
    Figure 17. Global Retail Analytics Market Share by Players in 2019
    Figure 18. Global Top Retail Analytics Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Retail Analytics as of 2019
    Figure 19. The Top 10 and 5 Players Market Share by Retail Analytics Revenue in 2019
    Figure 20. North America Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 21. Europe Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 22. China Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 23. Japan Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 24. Southeast Asia Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 25. India Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 26. Central & South America Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 27. IBM Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 28. IBM Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 29. Oracle Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 30. Oracle Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 31. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 32. Microsoft Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 33. Manthan Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 34. Manthan Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 35. Fujitsu Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 36. Fujitsu Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 37. Information Builders Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 38. Information Builders Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 39. Microstrategy Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 40. Microstrategy Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 41. SAP Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 42. SAP Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 43. Bridgei2i Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 44. Bridgei2i Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 45. SAS Institute Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 46. SAS Institute Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 47. Qlik Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 48. Qlik Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 49. 1010data Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 50. 1010data Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 51. Angoss Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 52. Angoss Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 53. Bottom-up and Top-down Approaches for This Report
    Figure 54. Data Triangulation
    Figure 55. Key Executives Interviewed

Retail Analytics Market Overview

 
Retail analytics is the process of providing analytical data on inventory levels, supply chain movement, consumer demand, sales, etc. that are crucial for making marketing, and procurement decisions. The analytics on demand and supply data can be used for maintaining procurement level and also for taking marketing decisions. Retail analytics gives us detailed customer insights along with insights into the business and processes of the organisation with scope and need for improvement.
 
The market in North America is expected to hold the largest market share, whereas the APAC region is projected to provide significant opportunities in this market and expected to grow at the highest CAGR during the forecast period.
 
Global Retail Analytics Scope and Market Size
 
Retail Analytics market is segmented by Type, and by Application. Players, stakeholders, and other participants in the global Retail Analytics market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by Type and by Application in terms of revenue and forecast for the period 2015-2026.

This report focuses on the global Retail Analytics status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Retail Analytics development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
 
The key players covered in this study
 
  • IBM
  • Oracle
  • Microsoft
  • Manthan
  • Fujitsu
  • Information Builders
  • Microstrategy
  • SAP
  • Bridgei2i
  • SAS Institute
  • Qlik
  • 1010data
  • Angoss
 
Market segment by Type, the product can be split into
 
  • Software
  • Services
Market segment by Application, split into
 
  • Merchandising Analysis
  • Pricing Analysis
  • Customer Management
  • Performance Analysis
  • Yield Analysis
  • Inventory Analysis
  • Others
 
Market segment by Regions/Countries, this report covers
 
  • North America
  • Europe
  • China
  • Japan
  • Southeast Asia
  • India
  • Central & South America
 
The study objectives of this report are:
 
  • To analyze global Retail Analytics status, future forecast, growth opportunity, key market and key players.
  • To present the Retail Analytics development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
  • To strategically profile the key players and comprehensively analyze their development plan and strategies.
  • To define, describe and forecast the market by type, market and key regions.
 
In this study, the years considered to estimate the market size of Retail Analytics are as follows:
 
  • History Year: 2015-2019
  • Base Year: 2019
  • Estimated Year: 2020
  • Forecast Year 2020 to 2026
For the data information by region, company, type and application, 2019 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.
Read More

Table of Contents

 
1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Retail Analytics Revenue
1.4 Market Analysis by Type
1.4.1 Global Retail Analytics Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Software
1.4.3 Services
1.5 Market by Application
1.5.1 Global Retail Analytics Market Share by Application: 2020 VS 2026
1.5.2 Merchandising Analysis
1.5.3 Pricing Analysis
1.5.4 Customer Management
1.5.5 Performance Analysis
1.5.6 Yield Analysis
1.5.7 Inventory Analysis
1.5.8 Others
1.6 Study Objectives
1.7 Years Considered
2 Global Growth Trends by Regions
2.1 Retail Analytics Market Perspective (2015-2026)
2.2 Retail Analytics Growth Trends by Regions
2.2.1 Retail Analytics Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Retail Analytics Historic Market Share by Regions (2015-2020)
2.2.3 Retail Analytics Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Retail Analytics Market Growth Strategy
2.3.6 Primary Interviews with Key Retail Analytics Players (Opinion Leaders)
3 Competition Landscape by Key Players
3.1 Global Top Retail Analytics Players by Market Size
3.1.1 Global Top Retail Analytics Players by Revenue (2015-2020)
3.1.2 Global Retail Analytics Revenue Market Share by Players (2015-2020)
3.1.3 Global Retail Analytics Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Retail Analytics Market Concentration Ratio
3.2.1 Global Retail Analytics Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Retail Analytics Revenue in 2019
3.3 Retail Analytics Key Players Head office and Area Served
3.4 Key Players Retail Analytics Product Solution and Service
3.5 Date of Enter into Retail Analytics Market
3.6 Mergers & Acquisitions, Expansion Plans
4 Breakdown Data by Type (2015-2026)
4.1 Global Retail Analytics Historic Market Size by Type (2015-2020)
4.2 Global Retail Analytics Forecasted Market Size by Type (2021-2026)
5 Retail Analytics Breakdown Data by Application (2015-2026)
5.1 Global Retail Analytics Market Size by Application (2015-2020)
5.2 Global Retail Analytics Forecasted Market Size by Application (2021-2026)
6 North America
6.1 North America Retail Analytics Market Size (2015-2020)
6.2 Retail Analytics Key Players in North America (2019-2020)
6.3 North America Retail Analytics Market Size by Type (2015-2020)
6.4 North America Retail Analytics Market Size by Application (2015-2020)
7 Europe
7.1 Europe Retail Analytics Market Size (2015-2020)
7.2 Retail Analytics Key Players in Europe (2019-2020)
7.3 Europe Retail Analytics Market Size by Type (2015-2020)
7.4 Europe Retail Analytics Market Size by Application (2015-2020)
8 China
8.1 China Retail Analytics Market Size (2015-2020)
8.2 Retail Analytics Key Players in China (2019-2020)
8.3 China Retail Analytics Market Size by Type (2015-2020)
8.4 China Retail Analytics Market Size by Application (2015-2020)
9 Japan
9.1 Japan Retail Analytics Market Size (2015-2020)
9.2 Retail Analytics Key Players in Japan (2019-2020)
9.3 Japan Retail Analytics Market Size by Type (2015-2020)
9.4 Japan Retail Analytics Market Size by Application (2015-2020)
10 Southeast Asia
10.1 Southeast Asia Retail Analytics Market Size (2015-2020)
10.2 Retail Analytics Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Retail Analytics Market Size by Type (2015-2020)
10.4 Southeast Asia Retail Analytics Market Size by Application (2015-2020)
11 India
11.1 India Retail Analytics Market Size (2015-2020)
11.2 Retail Analytics Key Players in India (2019-2020)
11.3 India Retail Analytics Market Size by Type (2015-2020)
11.4 India Retail Analytics Market Size by Application (2015-2020)
12 Central & South America
12.1 Central & South America Retail Analytics Market Size (2015-2020)
12.2 Retail Analytics Key Players in Central & South America (2019-2020)
12.3 Central & South America Retail Analytics Market Size by Type (2015-2020)
12.4 Central & South America Retail Analytics Market Size by Application (2015-2020)
13 Key Players Profiles
13.1 IBM
13.1.1 IBM Company Details
13.1.2 IBM Business Overview and Its Total Revenue
13.1.3 IBM Retail Analytics Introduction
13.1.4 IBM Revenue in Retail Analytics Business (2015-2020))
13.1.5 IBM Recent Development
13.2 Oracle
13.2.1 Oracle Company Details
13.2.2 Oracle Business Overview and Its Total Revenue
13.2.3 Oracle Retail Analytics Introduction
13.2.4 Oracle Revenue in Retail Analytics Business (2015-2020)
13.2.5 Oracle Recent Development
13.3 Microsoft
13.3.1 Microsoft Company Details
13.3.2 Microsoft Business Overview and Its Total Revenue
13.3.3 Microsoft Retail Analytics Introduction
13.3.4 Microsoft Revenue in Retail Analytics Business (2015-2020)
13.3.5 Microsoft Recent Development
13.4 Manthan
13.4.1 Manthan Company Details
13.4.2 Manthan Business Overview and Its Total Revenue
13.4.3 Manthan Retail Analytics Introduction
13.4.4 Manthan Revenue in Retail Analytics Business (2015-2020)
13.4.5 Manthan Recent Development
13.5 Fujitsu
13.5.1 Fujitsu Company Details
13.5.2 Fujitsu Business Overview and Its Total Revenue
13.5.3 Fujitsu Retail Analytics Introduction
13.5.4 Fujitsu Revenue in Retail Analytics Business (2015-2020)
13.5.5 Fujitsu Recent Development
13.6 Information Builders
13.6.1 Information Builders Company Details
13.6.2 Information Builders Business Overview and Its Total Revenue
13.6.3 Information Builders Retail Analytics Introduction
13.6.4 Information Builders Revenue in Retail Analytics Business (2015-2020)
13.6.5 Information Builders Recent Development
13.7 Microstrategy
13.7.1 Microstrategy Company Details
13.7.2 Microstrategy Business Overview and Its Total Revenue
13.7.3 Microstrategy Retail Analytics Introduction
13.7.4 Microstrategy Revenue in Retail Analytics Business (2015-2020)
13.7.5 Microstrategy Recent Development
13.8 SAP
13.8.1 SAP Company Details
13.8.2 SAP Business Overview and Its Total Revenue
13.8.3 SAP Retail Analytics Introduction
13.8.4 SAP Revenue in Retail Analytics Business (2015-2020)
13.8.5 SAP Recent Development
13.9 Bridgei2i
13.9.1 Bridgei2i Company Details
13.9.2 Bridgei2i Business Overview and Its Total Revenue
13.9.3 Bridgei2i Retail Analytics Introduction
13.9.4 Bridgei2i Revenue in Retail Analytics Business (2015-2020)
13.9.5 Bridgei2i Recent Development
13.10 SAS Institute
13.10.1 SAS Institute Company Details
13.10.2 SAS Institute Business Overview and Its Total Revenue
13.10.3 SAS Institute Retail Analytics Introduction
13.10.4 SAS Institute Revenue in Retail Analytics Business (2015-2020)
13.10.5 SAS Institute Recent Development
13.11 Qlik
10.11.1 Qlik Company Details
10.11.2 Qlik Business Overview and Its Total Revenue
10.11.3 Qlik Retail Analytics Introduction
10.11.4 Qlik Revenue in Retail Analytics Business (2015-2020)
10.11.5 Qlik Recent Development
13.12 1010data
10.12.1 1010data Company Details
10.12.2 1010data Business Overview and Its Total Revenue
10.12.3 1010data Retail Analytics Introduction
10.12.4 1010data Revenue in Retail Analytics Business (2015-2020)
10.12.5 1010data Recent Development
13.13 Angoss
10.13.1 Angoss Company Details
10.13.2 Angoss Business Overview and Its Total Revenue
10.13.3 Angoss Retail Analytics Introduction
10.13.4 Angoss Revenue in Retail Analytics Business (2015-2020)
10.13.5 Angoss Recent Development
14 Analyst's Viewpoints/Conclusions
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
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List of Tables & Figures

 
    Table 1. Retail Analytics Key Market Segments
    Table 2. Key Players Covered: Ranking by Retail Analytics Revenue
    Table 3. Ranking of Global Top Retail Analytics Manufacturers by Revenue (US$ Million) in 2019
    Table 4. Global Retail Analytics Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
    Table 5. Key Players of Software
    Table 6. Key Players of Services
    Table 7. Global Retail Analytics Market Size Growth by Application (US$ Million): 2020 VS 2026
    Table 8. Global Retail Analytics Market Size by Regions (US$ Million): 2020 VS 2026
    Table 9. Global Retail Analytics Market Size by Regions (2015-2020) (US$ Million)
    Table 10. Global Retail Analytics Market Share by Regions (2015-2020)
    Table 11. Global Retail Analytics Forecasted Market Size by Regions (2021-2026) (US$ Million)
    Table 12. Global Retail Analytics Market Share by Regions (2021-2026)
    Table 13. Market Top Trends
    Table 14. Key Drivers: Impact Analysis
    Table 15. Key Challenges
    Table 16. Retail Analytics Market Growth Strategy
    Table 17. Main Points Interviewed from Key Retail Analytics Players
    Table 18. Global Retail Analytics Revenue by Players (2015-2020) (Million US$)
    Table 19. Global Retail Analytics Market Share by Players (2015-2020)
    Table 20. Global Top Retail Analytics Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Retail Analytics as of 2019)
    Table 21. Global Retail Analytics by Players Market Concentration Ratio (CR5 and HHI)
    Table 22. Key Players Headquarters and Area Served
    Table 23. Key Players Retail Analytics Product Solution and Service
    Table 24. Date of Enter into Retail Analytics Market
    Table 25. Mergers & Acquisitions, Expansion Plans
    Table 26. Global Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 27. Global Retail Analytics Market Size Share by Type (2015-2020)
    Table 28. Global Retail Analytics Revenue Market Share by Type (2021-2026)
    Table 29. Global Retail Analytics Market Size Share by Application (2015-2020)
    Table 30. Global Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 31. Global Retail Analytics Market Size Share by Application (2021-2026)
    Table 32. North America Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 33. North America Key Players Retail Analytics Market Share (2019-2020)
    Table 34. North America Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 35. North America Retail Analytics Market Share by Type (2015-2020)
    Table 36. North America Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 37. North America Retail Analytics Market Share by Application (2015-2020)
    Table 38. Europe Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 39. Europe Key Players Retail Analytics Market Share (2019-2020)
    Table 40. Europe Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 41. Europe Retail Analytics Market Share by Type (2015-2020)
    Table 42. Europe Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 43. Europe Retail Analytics Market Share by Application (2015-2020)
    Table 44. China Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 45. China Key Players Retail Analytics Market Share (2019-2020)
    Table 46. China Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 47. China Retail Analytics Market Share by Type (2015-2020)
    Table 48. China Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 49. China Retail Analytics Market Share by Application (2015-2020)
    Table 50. Japan Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 51. Japan Key Players Retail Analytics Market Share (2019-2020)
    Table 52. Japan Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 53. Japan Retail Analytics Market Share by Type (2015-2020)
    Table 54. Japan Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 55. Japan Retail Analytics Market Share by Application (2015-2020)
    Table 56. Southeast Asia Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 57. Southeast Asia Key Players Retail Analytics Market Share (2019-2020)
    Table 58. Southeast Asia Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 59. Southeast Asia Retail Analytics Market Share by Type (2015-2020)
    Table 60. Southeast Asia Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 61. Southeast Asia Retail Analytics Market Share by Application (2015-2020)
    Table 62. India Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 63. India Key Players Retail Analytics Market Share (2019-2020)
    Table 64. India Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 65. India Retail Analytics Market Share by Type (2015-2020)
    Table 66. India Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 67. India Retail Analytics Market Share by Application (2015-2020)
    Table 68. Central & South America Key Players Retail Analytics Revenue (2019-2020) (Million US$)
    Table 69. Central & South America Key Players Retail Analytics Market Share (2019-2020)
    Table 70. Central & South America Retail Analytics Market Size by Type (2015-2020) (Million US$)
    Table 71. Central & South America Retail Analytics Market Share by Type (2015-2020)
    Table 72. Central & South America Retail Analytics Market Size by Application (2015-2020) (Million US$)
    Table 73. Central & South America Retail Analytics Market Share by Application (2015-2020)
    Table 74. IBM Company Details
    Table 75. IBM Business Overview
    Table 76. IBM Product
    Table 77. IBM Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 78. IBM Recent Development
    Table 79. Oracle Company Details
    Table 80. Oracle Business Overview
    Table 81. Oracle Product
    Table 82. Oracle Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 83. Oracle Recent Development
    Table 84. Microsoft Company Details
    Table 85. Microsoft Business Overview
    Table 86. Microsoft Product
    Table 87. Microsoft Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 88. Microsoft Recent Development
    Table 89. Manthan Company Details
    Table 90. Manthan Business Overview
    Table 91. Manthan Product
    Table 92. Manthan Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 93. Manthan Recent Development
    Table 94. Fujitsu Company Details
    Table 95. Fujitsu Business Overview
    Table 96. Fujitsu Product
    Table 97. Fujitsu Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 98. Fujitsu Recent Development
    Table 99. Information Builders Company Details
    Table 100. Information Builders Business Overview
    Table 101. Information Builders Product
    Table 102. Information Builders Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 103. Information Builders Recent Development
    Table 104. Microstrategy Company Details
    Table 105. Microstrategy Business Overview
    Table 106. Microstrategy Product
    Table 107. Microstrategy Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 108. Microstrategy Recent Development
    Table 109. SAP Business Overview
    Table 110. SAP Product
    Table 111. SAP Company Details
    Table 112. SAP Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 113. SAP Recent Development
    Table 114. Bridgei2i Company Details
    Table 115. Bridgei2i Business Overview
    Table 116. Bridgei2i Product
    Table 117. Bridgei2i Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 118. Bridgei2i Recent Development
    Table 119. SAS Institute Company Details
    Table 120. SAS Institute Business Overview
    Table 121. SAS Institute Product
    Table 122. SAS Institute Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 123. SAS Institute Recent Development
    Table 124. Qlik Company Details
    Table 125. Qlik Business Overview
    Table 126. Qlik Product
    Table 127. Qlik Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 128. Qlik Recent Development
    Table 129. 1010data Company Details
    Table 130. 1010data Business Overview
    Table 131. 1010data Product
    Table 132. 1010data Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 133. 1010data Recent Development
    Table 134. Angoss Company Details
    Table 135. Angoss Business Overview
    Table 136. Angoss Product
    Table 137. Angoss Revenue in Retail Analytics Business (2015-2020) (Million US$)
    Table 138. Angoss Recent Development
    Table 139. Research Programs/Design for This Report
    Table 140. Key Data Information from Secondary Sources
    Table 141. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Retail Analytics Market Share by Type: 2020 VS 2026
    Figure 2. Software Features
    Figure 3. Services Features
    Figure 4. Global Retail Analytics Market Share by Application: 2020 VS 2026
    Figure 5. Merchandising Analysis Case Studies
    Figure 6. Pricing Analysis Case Studies
    Figure 7. Customer Management Case Studies
    Figure 8. Performance Analysis Case Studies
    Figure 9. Yield Analysis Case Studies
    Figure 10. Inventory Analysis Case Studies
    Figure 11. Others Case Studies
    Figure 12. Retail Analytics Report Years Considered
    Figure 13. Global Retail Analytics Market Size YoY Growth 2015-2026 (US$ Million)
    Figure 14. Global Retail Analytics Market Share by Regions: 2020 VS 2026
    Figure 15. Global Retail Analytics Market Share by Regions (2021-2026)
    Figure 16. Porter's Five Forces Analysis
    Figure 17. Global Retail Analytics Market Share by Players in 2019
    Figure 18. Global Top Retail Analytics Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Retail Analytics as of 2019
    Figure 19. The Top 10 and 5 Players Market Share by Retail Analytics Revenue in 2019
    Figure 20. North America Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 21. Europe Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 22. China Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 23. Japan Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 24. Southeast Asia Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 25. India Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 26. Central & South America Retail Analytics Market Size YoY Growth (2015-2020) (Million US$)
    Figure 27. IBM Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 28. IBM Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 29. Oracle Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 30. Oracle Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 31. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 32. Microsoft Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 33. Manthan Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 34. Manthan Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 35. Fujitsu Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 36. Fujitsu Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 37. Information Builders Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 38. Information Builders Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 39. Microstrategy Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 40. Microstrategy Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 41. SAP Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 42. SAP Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 43. Bridgei2i Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 44. Bridgei2i Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 45. SAS Institute Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 46. SAS Institute Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 47. Qlik Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 48. Qlik Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 49. 1010data Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 50. 1010data Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 51. Angoss Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 52. Angoss Revenue Growth Rate in Retail Analytics Business (2015-2020)
    Figure 53. Bottom-up and Top-down Approaches for This Report
    Figure 54. Data Triangulation
    Figure 55. Key Executives Interviewed
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