>Mercado de análisis de comercio minorista de Asia-Pacífico, por oferta (software y servicios), modelo de implementación (nube y en las instalaciones), tamaño de la organización (grandes empresas y pequeñas y medianas empresas [PYME]), funcionalidad empresarial (ventas y marketing, cadena de suministro, finanzas, operaciones, adquisiciones, recursos humanos), aplicación (gestión de clientes, análisis de comercialización, análisis de inventario, análisis de rendimiento, análisis de precios, análisis de rendimiento, gestión de pedidos y cumplimiento, planificación de clústeres y gestión de transporte, y otros), usuario final (fuera de línea y en línea [comercio electrónico]), país (China, Corea del Sur, Japón, India, Australia, Singapur, Malasia, Indonesia, Tailandia, Filipinas y resto de Asia-Pacífico) Tendencias de la industria y pronóstico hasta 2028
Análisis y perspectivas del mercado: mercado de análisis minorista de Asia y el Pacífico
Se espera que el mercado de análisis minorista de Asia-Pacífico gane crecimiento de mercado en el período de pronóstico de 2021 a 2028. Data Bridge Market Research analiza que el mercado está creciendo con una CAGR del 22,5% en el período de pronóstico de 2021 a 2028 y se espera que alcance los USD 4.930,52 millones para 2028.
El análisis de ventas minoristas es el proceso de proporcionar herramientas analíticas en la industria minorista para brindar análisis de tendencias, patrones y desempeño comercial. El análisis de negocios minoristas permite a los minoristas aprovechar la información basada en datos de las empresas y los clientes para mejorar la experiencia del consumidor, aumentar las ventas y optimizar la operación comercial. El análisis de ventas minoristas es la herramienta para proporcionar datos analíticos sobre los niveles de inventario, la demanda del consumidor, el movimiento de la cadena de suministro, las ventas y otros que son cruciales para tomar decisiones de marketing y adquisiciones. Este análisis de datos de demanda y oferta se utiliza para mantener el nivel de adquisiciones.
El mercado de análisis de ventas minoristas está en una fase de rápido crecimiento debido al creciente uso de Internet de las cosas y la creciente adopción de herramientas de análisis entre los minoristas. Las empresas incluso están lanzando nuevos productos para ganar una mayor participación de mercado.
El crecimiento del mercado se ha visto impulsado en gran medida por la creciente adopción de la industria 4.0 en el sector minorista. El creciente número de teléfonos inteligentes y el uso cada vez mayor del comercio móvil están impulsando el crecimiento del mercado de análisis minorista. Las herramientas de análisis minorista requieren un alto requerimiento de capital para la instalación, el mantenimiento, las pruebas, las licencias y otros costos de mano de obra técnica que actúan como un importante factor restrictivo para el mercado de análisis minorista.
Este informe de análisis del mercado minorista proporciona detalles sobre la participación de mercado, los nuevos desarrollos y el análisis de la cartera de productos, el impacto de los actores del mercado local y nacional, analiza las oportunidades en términos de nuevos segmentos de ingresos, cambios en las regulaciones del mercado, aprobaciones de productos, decisiones estratégicas, lanzamientos de productos, expansiones geográficas e innovaciones tecnológicas en el mercado. Para comprender el análisis y el escenario del mercado, contáctenos para obtener un resumen analítico; nuestro equipo lo ayudará a crear una solución de impacto en los ingresos para lograr su objetivo deseado.
Alcance y tamaño del mercado de análisis de comercio minorista en Asia-Pacífico
El mercado de análisis de ventas minoristas está segmentado en función de la oferta, el modelo de implementación, el tamaño de la organización, la funcionalidad comercial, la aplicación y el usuario final. El crecimiento entre segmentos le ayuda a analizar nichos de crecimiento y estrategias para abordar el mercado y determinar sus áreas de aplicación principales y la diferencia en sus mercados objetivo.
- En función de la oferta, el mercado de análisis minorista se segmenta en software y servicios. En 2021, la categoría de software tuvo una mayor participación en el mercado de análisis minorista debido a la creciente demanda de software de análisis minorista para áreas como análisis de inventario, gestión de clientes, puntos de venta y otros.
- Según el modelo de implementación, el mercado de análisis minorista se segmenta en la nube y en las instalaciones. En 2021, la categoría de la nube tuvo una mayor participación y también registró un crecimiento más rápido. Esto se atribuye principalmente al cambio hacia la transformación digital y la creciente demanda de una gran capacidad de almacenamiento.
- En función del tamaño de la organización , el mercado de análisis minorista se segmenta en grandes empresas y pequeñas y medianas empresas (PYMES). En 2021, la categoría de grandes empresas ha representado el tamaño máximo del mercado debido a la creciente adopción de software de análisis por parte de las grandes organizaciones para varias áreas de aplicación, como análisis de comercialización, pronóstico de ventas, entre otras.
- En función de la funcionalidad empresarial, el mercado de análisis minorista se segmenta en finanzas , recursos humanos, operaciones, cadena de suministro, ventas y marketing y adquisiciones. En 2021, el segmento de ventas y marketing tuvo la mayor participación en el mercado, lo que se atribuye principalmente a la información procesable proporcionada por el software de análisis minorista, que respalda aún más el aumento de las ventas de la empresa y la mejora de la toma de decisiones.
- En función de la aplicación, el mercado de análisis minorista se segmenta en gestión de clientes , análisis de inventario, análisis de rendimiento, gestión de pedidos y cumplimiento, análisis de comercialización, análisis de rendimiento, análisis de precios, planificación de clústeres y gestión de transporte, entre otros. En 2021, la categoría de gestión de clientes ha representado el tamaño máximo del mercado debido a la gestión eficaz de la interacción con clientes pasados y potenciales y la obtención de información valiosa para mejorar la experiencia del cliente.
- En función del usuario final, el mercado de análisis minorista se segmenta en offline y online (comercio electrónico). En 2021, la categoría offline tuvo una mayor participación de mercado debido a factores como la creciente demanda de compras personalizadas, el seguimiento de las ventas de productos, la creciente adopción de medios digitales y la optimización de las operaciones.
Análisis a nivel de país del mercado de análisis minorista de Asia-Pacífico
Retail analytics market is analysed and market size information is provided by country, offering, deployment model, organization size, business functionality, application, and end user as referenced above.
China accounted for maximum share in the retail analytics market, due to changing consumer requirements, growing investment in retail analytics by online companies, rapid focus toward utilization of advance technologies, and extensive emphasis toward increased sales.
The country section of the retail analytics market report also provides individual market impacting factors and changes in regulation in the market domestically that impacts the current and future trends of the market. Data points such as new sales, replacement sales, country demographics, regulatory acts and import-export analysis are some of the major pointers used to forecast the market scenario for individual countries. Also, presence and availability of global brands and their challenges faced due to large or scarce competition from local and domestic brands, impact of sales channels are considered while providing forecast analysis of the country data.
Diffusion of Big Data in Retail Industry
Retail analytics market also provides you with detailed market analysis for every country growth in installed base of different kind of products, impact of technology using life line curves and changes regulatory scenarios and their impact on the retail analytics market. The data is available for historic year 2019.
Competitive Landscape and Retail Analytics Market Share Analysis
Retail analytics market competitive landscape provides details by competitor. Details included are company overview, company financials, revenue generated, market potential, investment in research and development, new market initiatives, global presence, production sites and facilities, company strengths and weaknesses, product launch, clinical trials pipelines, brand analysis, product approvals, patents, product width and breadth, application dominance, technology lifeline curve. The above data points provided are only related to the companies’ focus related to retail analytics market.
Some of the major players operating in the retail analytics market are Microsoft, IBM Corporation, Oracle, Adobe, SAP SE, Tableau Software LLC, TIBCO Software Inc., Retail Solutions Inc., RetailNext Inc., Alteryx Inc., Teradata Corporation, MICROSTRATEGY INCORPORATED, SAS Institute Inc., Wipro Limited, HCL Technologies Limited, QlikTech International AB, FLIR Systems, Inc., Fractal Analytics Inc., and Happiest Minds among others. DBMR analysts understand competitive strengths and provide competitive analysis for each competitor separately.
Many product developments are also initiated by the companies worldwide which are also accelerating the growth of retail analytics market.
For instance,
- En octubre de 2020, HCL Technologies Limited colaboró con IBM Corporation para ayudar a los clientes a acelerar la transformación digital en sectores como los servicios financieros, las telecomunicaciones, las ciencias biológicas y la atención sanitaria, la energía, los servicios públicos y el comercio minorista. En virtud de esta colaboración, HCL ofrecerá una amplia gama de servicios y soluciones aprovechando las capacidades de IBM Cloud, datos y análisis, inteligencia artificial y aprendizaje automático. Esto ha ayudado a la empresa a mejorar su oferta y a crecer en el mercado.
Las asociaciones, las empresas conjuntas y otras estrategias mejoran la participación de mercado de la empresa con una mayor cobertura y presencia. También brindan a las organizaciones la ventaja de mejorar su oferta para el mercado de análisis minorista.
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- Acceso de analista de investigación para personalización y consultas
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Tabla de contenido
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.3 OVERVIEW OF ASIA-PACIFIC RETAIL ANALYTICS MARKET
1.4 CURRENCY AND PRICING
1.5 LIMITATIONS
1.6 MARKETS COVERED
2 MARKET SEGMENTATION
2.1 MARKETS COVERED
2.2 GEOGRAPHICAL SCOPE
2.3 YEARS CONSIDERED FOR THE STUDY
2.4 DBMR TRIPOD DATA VALIDATION MODEL
2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS
2.6 DBMR MARKET POSITION GRID
2.7 VENDOR SHARE ANALYSIS
2.8 MULTIVARIATE MODELING
2.9 OFFERING TIMELINE CURVE
2.1 MARKET APPLICATION COVERAGE GRID
2.11 SECONDARY SOURCES
2.12 ASSUMPTIONS
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
5 MARKET OVERVIEW
5.1 DRIVERS
5.1.1 GROWING USAGE OF INTERNET OF THINGS (IOT)
5.1.2 DIGITALIZATION AS WELL AS CENTRALIZATION OF RETAIL OPERATIONS
5.1.3 RISING ADOPTION OF INDUSTRY 4.0 IN RETAIL SECTOR
5.1.4 GROWING NUMBER OF SMARTPHONES IN M-COMMERCE FIELD
5.1.5 INCREASING DIFFUSION OF BIG DATA IN THE RETAIL INDUSTRY
5.2 RESTRAINTS
5.2.1 LACK OF ADOPTION DUE TO UNORGANIZED RETAIL SECTOR
5.2.2 HIGH IMPLEMENTATION COST
5.3 OPPORTUNITIES
5.3.1 GROWING ADOPTION OF CLOUD SERVICES IN RETAIL
5.3.2 RISING INVESTMENTS IN RETAIL ANALYTICS
5.3.3 GROWING ADOPTION OF E-COMMERCE
5.3.4 GROWING NEED FOR ANALYTICS
5.3.5 EMERGENCE OF AI AND MACHINE LEARNING
5.4 CHALLENGES
5.4.1 LEGAL CONCERNS AND DATA PRIVACY ISSUES
5.4.2 LACK OF TECHNICAL EXPERTISE
5.4.3 STRINGENT DATA REGULATION IMPOSED BY GOVERNMENT
6 COVID-19 IMPACT ON ASIA-PACIFIC RETAIL ANALYTICS MARKET
6.1 ANALYSIS ON IMPACT OF COVID-19 ON THE MARKET
6.2 AFTERMATH OF COVID-19 AND GOVERNMENT INITIATIVE TO BOOST THE MARKET
6.3 STRATEGIC DECISIONS FOR MANUFACTURERS AFTER COVID-19 TO GAIN COMPETITIVE MARKET SHARE
6.4 PRICE IMPACT
6.5 IMPACT ON DEMAND AND SUPPLY CHAIN
6.6 CONCLUSION
7 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY OFFERING
7.1 OVERVIEW
7.2 SOFTWARE
7.3 SERVICES
7.3.1 MANAGED SERVICES
7.3.2 PROFESSIONAL SERVICES
7.3.2.1 TRAINING AND CONSULTING
7.3.2.2 IMPLEMENTATION
7.3.2.3 SUPPORT AND MAINTENANCE
8 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL
8.1 OVERVIEW
8.2 CLOUD
8.3 ON-PREMISES
9 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE
9.1 OVERVIEW
9.2 LARGE ENTERPRISES
9.3 SMALL AND MEDIUM SIZED ENTERPRISES (SMES)
10 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY
10.1 OVERVIEW
10.2 SALES AND MARKETING
10.3 SUPPLY CHAIN
10.4 FINANCE
10.5 OPERATIONS
10.6 PROCUREMENT
10.7 HUMAN RESOURCE
11 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY APPLICATION
11.1 OVERVIEW
11.2 CUSTOMER MANAGEMENT
11.2.1 CUSTOMER SEGMENTATION, RETENTION, AND ACQUISITION
11.2.2 DEMOGRAPHIC ANALYSIS
11.2.3 FRAUD AND RISK MANAGEMENT
11.3 MERCHANDISING ANALYSIS
11.3.1 PRODUCT CATEGORY ANALYSIS
11.3.2 STOREFRONT LAYOUT ANALYSIS
11.3.3 SPACE PLANNING AND OPTIMIZATION
11.4 INVENTORY ANALYSIS
11.4.1 VENDOR MANAGEMENT
11.4.2 REPLENISHMENT PLAN
11.5 PERFORMANCE ANALYSIS
11.5.1 WORKFORCE OPTIMIZATION
11.5.2 TOP-PERFORMING CATEGORIES AND PRODUCT IDENTIFICATION
11.6 PRICING ANALYSIS
11.6.1 LOYALTY MANAGEMENT
11.6.2 CROSS-SELL/UPSELL AND POINT OF SALE
11.6.3 CAMPAIGN MANAGEMENT
11.7 ORDER AND FULFILMENT MANAGEMENT
11.8 YIELD ANALYSIS
11.8.1 SALES FORECASTING
11.8.2 MARKET BASKET ANALYSIS
11.8.3 BASELINE FORECASTING
11.9 CLUSTER PLANNING AND TRANSPORTATION MANAGEMENT
11.1 OTHERS
12 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY END USER
12.1 OVERVIEW
12.2 OFFLINE
12.2.1 SUPERMARKETS
12.2.2 SPECIALTY STORES
12.2.3 DEPARTMENT STORES
12.2.4 OTHERS
12.3 ONLINE (E-COMMERCE)
12.3.1 PERSONAL COMPUTERS (PCS) AND LAPTOPS
12.3.2 MOBILE
13 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY GEOGRAPHY
13.1 ASIA-PACIFIC
13.1.1 CHINA
13.1.2 JAPAN
13.1.3 SOUTH KOREA
13.1.4 AUSTRALIA
13.1.5 INDIA
13.1.6 SINGAPORE
13.1.7 MALAYSIA
13.1.8 THAILAND
13.1.9 INDONESIA
13.1.10 PHILIPPINES
13.1.11 REST OF ASIA-PACIFIC
14 ASIA-PACIFIC RETAIL ANALYTICS MARKET: COMPANY LANDSCAPE
14.1 COMPANY SHARE ANALYSIS: ASIA-PACIFIC
15 SWOT
16 COMPANY PROFILES
16.1 MICROSOFT
16.1.1 COMPANY SNAPSHOT
16.1.2 REVENUE ANALYSIS
16.1.3 COMPANY SHARE ANALYSIS
16.1.4 SOLUTION PORTFOLIO
16.1.5 RECENT DEVELOPMENTS
16.2 IBM CORPORATION
16.2.1 COMPANY SNAPSHOT
16.2.2 REVENUE ANALYSIS
16.2.3 COMPANY SHARE ANALYSIS
16.2.4 PRODUCT PORTFOLIO
16.2.5 RECENT DEVELOPMENTS
16.3 SAP SE
16.3.1 COMPANY SNAPSHOT
16.3.2 REVENUE ANALYSIS
16.3.3 COMPANY SHARE ANALYSIS
16.3.4 PRODUCT PORTFOLIO
16.3.5 RECENT DEVELOPMENTS
16.4 ADOBE
16.4.1 COMPANY SNAPSHOT
16.4.2 REVENUE ANALYSIS
16.4.3 COMPANY SHARE ANALYSIS
16.4.4 PRODUCT PORTFOLIO
16.4.5 RECENT DEVELOPMENTS
16.5 ORACLE
16.5.1 COMPANY SNAPSHOT
16.5.2 REVENUE ANALYSIS
16.5.3 COMPANY SHARE ANALYSIS
16.5.4 PRODUCT PORTFOLIO
16.5.5 RECENT DEVELOPMENT
16.6 TABLEAU SOFTWARE, LLC, A SALESFORCE COMPANY
16.6.1 COMPANY SNAPSHOT
16.6.2 COMPANY SHARE ANALYSIS
16.6.3 SOLUTION PORTFOLIO
16.6.4 RECENT DEVELOPMENT
16.7 SAS INSTITUTE INC.
16.7.1 COMPANY SNAPSHOT
16.7.2 COMPANY SHARE ANALYSIS
16.7.3 SOLUTION PORTFOLIO
16.7.4 RECENT DEVELOPMENTS
16.80DATA, INC.
16.8.1 COMPANY SNAPSHOT
16.8.2 SOLUTION PORTFOLIO
16.8.3 RECENT DEVELOPMENTS
16.9 ALTERYX, INC.
16.9.1 COMPANY SNAPSHOT
16.9.2 REVENUE ANALYSIS
16.9.3 SOLUTION PORTFOLIO
16.9.4 RECENT DEVELOPMENTS
16.1 FLIR SYSTEMS, INC.
16.10.1 COMPANY SNAPSHOT
16.10.2 REVENUE ANALYSIS
16.10.3 PRODUCT PORTFOLIO
16.10.4 RECENT DEVELOPMENTS
16.11 FRACTAL ANALYTICS INC.
16.11.1 COMPANY SNAPSHOT
16.11.2 SOLUTION PORTFOLIO
16.11.3 RECENT DEVELOPMENTS
16.12 HAPPIEST MINDS
16.12.1 COMPANY SNAPSHOT
16.12.2 REVENUE ANALYSIS
16.12.3 INDUSTRY PORTFOLIO
16.12.4 RECENT DEVELOPMENTS
16.13 HCL TECHNOLOGIES LIMITED
16.13.1 COMPANY SNAPSHOT
16.13.2 REVENUE ANALYSIS
16.13.3 SOLUTION PORTFOLIO
16.13.4 RECENT DEVELOPMENTS
16.14 MICROSTRATEGY INCORPORATED
16.14.1 COMPANY SNAPSHOT
16.14.2 REVENUE ANALYSIS
16.14.3 PRODUCT PORTFOLIO
16.14.4 RECENT DEVELOPMENTS
16.15 QLIKTECH INTERNATIONAL AB
16.15.1 COMPANY SNAPSHOT
16.15.2 SOLUTION PORTFOLIO
16.15.3 RECENT DEVELOPMENTS
16.16 RETAIL SOLUTIONS, INC.
16.16.1 COMPANY SNAPSHOT
16.16.2 SOLUTION PORTFOLIO
16.16.3 RECENT DEVELOPMENT
16.17 RETAILNEXT, INC.
16.17.1 COMPANY SNAPSHOT
16.17.2 SOLUTION PORTFOLIO
16.17.3 RECENT DEVELOPMENTS
16.18 TERADATA
16.18.1 COMPANY SNAPSHOT
16.18.2 REVENUE ANALYSIS
16.18.3 SOLUTION PORTFOLIO
16.18.4 RECENT DEVELOPMENTS
16.19 TIBCO SOFTWARE INC.
16.19.1 COMPANY SNAPSHOT
16.19.2 SOLUTION PORTFOLIO
16.19.3 RECENT DEVELOPMENTS
16.2 WIPRO LIMITED
16.20.1 COMPANY SNAPSHOT
16.20.2 REVENUE ANALYSIS
16.20.3 SERVICE PORTFOLIO
16.20.4 RECENT DEVELOPMENTS
17 QUESTIONNAIRE
18 RELATED REPORTS
Lista de Tablas
LIST OF TABLES
TABLE 1 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY OFFERING, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 2 ASIA-PACIFIC SOFTWARE IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 3 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 4 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 5 ASIA-PACIFIC SOFTWARE IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 6 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 7 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 8 ASIA-PACIFIC SOFTWARE IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 9 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 10 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 11 ASIA-PACIFIC SOFTWARE IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 12 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 13 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 14 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 15 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 16 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 17 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY APPLICATION, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 18 ASIA-PACIFIC SOFTWARE IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 19 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 20 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 21 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 22 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 23 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 24 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 25 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 26 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 27 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY END USER, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 28 ASIA-PACIFIC SOFTWARE IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 29 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 30 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY COUNTRY, 2019-2028 (USD MILLION)
TABLE 31 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 32 ASIA-PACIFIC SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 33 ASIA-PACIFIC PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 34 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 35 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 36 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 37 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 38 ASIA-PACIFIC CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 39 ASIA-PACIFIC MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 40 ASIA-PACIFIC INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 41 ASIA-PACIFIC PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 42 ASIA-PACIFIC PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 43 ASIA-PACIFIC YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 44 ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 45 ASIA-PACIFIC OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 46 ASIA-PACIFIC ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 47 CHINA RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 48 CHINA SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 49 CHINA PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 50 CHINA RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 51 CHINA RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 52 CHINA RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 53 CHINA RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 54 CHINA CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 55 CHINA MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 56 CHINA INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 57 CHINA PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 58 CHINA PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 59 CHINA YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 60 CHINA RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 61 CHINA OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 62 CHINA ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 63 JAPAN RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 64 JAPAN SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 65 JAPAN PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 66 JAPAN RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 67 JAPAN RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 68 JAPAN RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 69 JAPAN RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 70 JAPAN CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 71 JAPAN MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 72 JAPAN INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 73 JAPAN PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 74 JAPAN PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 75 JAPAN YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 76 JAPAN RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 77 JAPAN OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 78 JAPAN ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 79 SOUTH KOREA RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 80 SOUTH KOREA SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 81 SOUTH KOREA PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 82 SOUTH KOREA RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 83 SOUTH KOREA RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 84 SOUTH KOREA RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 85 SOUTH KOREA RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 86 SOUTH KOREA CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 87 SOUTH KOREA MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 88 SOUTH KOREA INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 89 SOUTH KOREA PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 90 SOUTH KOREA PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 91 SOUTH KOREA YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 92 SOUTH KOREA RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 93 SOUTH KOREA OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 94 SOUTH KOREA ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 95 AUSTRALIA RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 96 AUSTRALIA SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 97 AUSTRALIA PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 98 AUSTRALIA RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 99 AUSTRALIA RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 100 AUSTRALIA RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 101 AUSTRALIA RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 102 AUSTRALIA CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 103 AUSTRALIA MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 104 AUSTRALIA INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 105 AUSTRALIA PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 106 AUSTRALIA PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 107 AUSTRALIA YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 108 AUSTRALIA RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 109 AUSTRALIA OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 110 AUSTRALIA ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 111 INDIA RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 112 INDIA SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 113 INDIA PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 114 INDIA RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 115 INDIA RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 116 INDIA RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 117 INDIA RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 118 INDIA CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 119 INDIA MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 120 INDIA INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 121 INDIA PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 122 INDIA PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 123 INDIA YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 124 INDIA RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 125 INDIA OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 126 INDIA ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 127 SINGAPORE RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 128 SINGAPORE SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 129 SINGAPORE PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 130 SINGAPORE RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 131 SINGAPORE RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 132 SINGAPORE RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 133 SINGAPORE RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 134 SINGAPORE CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 135 SINGAPORE MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 136 SINGAPORE INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 137 SINGAPORE PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 138 SINGAPORE PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 139 SINGAPORE YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 140 SINGAPORE RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 141 SINGAPORE OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 142 SINGAPORE ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 143 MALAYSIA RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 144 MALAYSIA SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 145 MALAYSIA PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 146 MALAYSIA RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 147 MALAYSIA RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 148 MALAYSIA RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 149 MALAYSIA RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 150 MALAYSIA CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 151 MALAYSIA MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 152 MALAYSIA INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 153 MALAYSIA PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 154 MALAYSIA PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 155 MALAYSIA YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 156 MALAYSIA RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 157 MALAYSIA OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 158 MALAYSIA ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 159 THAILAND RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 160 THAILAND SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 161 THAILAND PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 162 THAILAND RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 163 THAILAND RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 164 THAILAND RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 165 THAILAND RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 166 THAILAND CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 167 THAILAND MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 168 THAILAND INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 169 THAILAND PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 170 THAILAND PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 171 THAILAND YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 172 THAILAND RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 173 THAILAND OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 174 THAILAND ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 175 INDONESIA RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 176 INDONESIA SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 177 INDONESIA PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 178 INDONESIA RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 179 INDONESIA RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 180 INDONESIA RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 181 INDONESIA RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 182 INDONESIA CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 183 INDONESIA MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 184 INDONESIA INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 185 INDONESIA PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 186 INDONESIA PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 187 INDONESIA YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 188 INDONESIA RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 189 INDONESIA OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 190 INDONESIA ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 191 PHILIPPINES RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
TABLE 192 PHILIPPINES SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 193 PHILIPPINES PROFESSIONAL SERVICES IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 194 PHILIPPINES RETAIL ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2019-2028 (USD MILLION)
TABLE 195 PHILIPPINES RETAIL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019-2028 (USD MILLION)
TABLE 196 PHILIPPINES RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTIONALITY, 2019-2028 (USD MILLION)
TABLE 197 PHILIPPINES RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 198 PHILIPPINES CUSTOMER MANAGEMENT IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 199 PHILIPPINES MERCHANDISING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 200 PHILIPPINES INVENTORY ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 201 PHILIPPINES PERFORMANCE ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 202 PHILIPPINES PRICING ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 203 PHILIPPINES YIELD ANALYSIS IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 204 PHILIPPINES RETAIL ANALYTICS MARKET, BY END USER, 2019-2028 (USD MILLION)
TABLE 205 PHILIPPINES OFFLINE IN RETAIL ANALYTICS MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 206 PHILIPPINES ONLINE IN RETAIL ANALYTICS MARKET, BY SOURCE, 2019-2028 (USD MILLION)
TABLE 207 REST OF ASIA-PACIFIC RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2028 (USD MILLION)
Lista de figuras
LIST OF FIGURES
FIGURE 1 ASIA-PACIFIC RETAIL ANALYTICS MARKET: SEGMENTATION
FIGURE 2 ASIA-PACIFIC RETAIL ANALYTICS MARKET: DATA TRIANGULATION
FIGURE 3 ASIA-PACIFIC RETAIL ANALYTICS MARKET: DROC ANALYSIS
FIGURE 4 ASIA-PACIFIC RETAIL ANALYTICS MARKET: ASIA-PACIFIC VS REGIONAL MARKET ANALYSIS
FIGURE 5 ASIA-PACIFIC RETAIL ANALYTICS MARKET: COMPANY RESEARCH ANALYSIS
FIGURE 6 ASIA-PACIFIC RETAIL ANALYTICS MARKET: INTERVIEW DEMOGRAPHICS
FIGURE 7 ASIA-PACIFIC RETAIL ANALYTICS MARKET: DBMR MARKET POSITION GRID
FIGURE 8 ASIA-PACIFIC RETAIL ANALYTICS MARKET: VENDOR SHARE ANALYSIS
FIGURE 9 ASIA-PACIFIC RETAIL ANALYTICS MARKET: MARKET APPLICATION COVERAGE GRID
FIGURE 10 ASIA-PACIFIC RETAIL ANALYTICS MARKET: SEGMENTATION
FIGURE 11 DIGITALIZING AS WELL AS CENTRALIZATION OF RETAIL OPERATIONS IS EXPECTED TO DRIVE ASIA-PACIFIC RETAIL ANALYTICS MARKET IN THE FORECAST PERIOD OF 2021 TO 2028
FIGURE 12 OFFERING SEGMENT IS EXPECTED TO ACCOUNT FOR THE LARGEST SHARE OF ASIA-PACIFIC RETAIL ANALYTICS MARKET IN 2021 & 2028
FIGURE 13 ASIA-PACIFIC IS THE FASTEST GROWING MARKET FOR RETAIL ANALYTICS MANUFACTURERS IN THE FORECAST PERIOD OF 2021 TO 2028
FIGURE 14 DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES OF ASIA-PACIFIC RETAIL ANALYTICS MARKET
FIGURE 15 SIZE OF THE IOT MARKET WORLDWIDE FROM 2017 TO 2019, FORECAST FOR 2020-2025
FIGURE 16 NUMBER OF SMARTPHONE USERS WORLDWIDE, FROM 2016 TO 2020
FIGURE 17 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY OFFERING, 2020
FIGURE 18 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY DEPLOYMENT MODEL, 2020
FIGURE 19 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY ORGANIZATION SIZE, 2020
FIGURE 20 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY BUSINESS FUNCTIONALITY, 2020
FIGURE 21 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY APPLICATION, 2020
FIGURE 22 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY END USER, 2020
FIGURE 23 ASIA-PACIFIC RETAIL ANALYTICS MARKET: SNAPSHOT (2020)
FIGURE 24 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY COUNTRY (2020)
FIGURE 25 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY COUNTRY (2021 & 2028)
FIGURE 26 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY COUNTRY (2020 & 2028)
FIGURE 27 ASIA-PACIFIC RETAIL ANALYTICS MARKET: BY OFFERING (2021-2028)
FIGURE 28 ASIA-PACIFIC RETAIL ANALYTICS MARKET: COMPANY SHARE 2020 (%)
Metodología de investigación
La recopilación de datos y el análisis del año base se realizan utilizando módulos de recopilación de datos con muestras de gran tamaño. La etapa incluye la obtención de información de mercado o datos relacionados a través de varias fuentes y estrategias. Incluye el examen y la planificación de todos los datos adquiridos del pasado con antelación. Asimismo, abarca el examen de las inconsistencias de información observadas en diferentes fuentes de información. Los datos de mercado se analizan y estiman utilizando modelos estadísticos y coherentes de mercado. Además, el análisis de la participación de mercado y el análisis de tendencias clave son los principales factores de éxito en el informe de mercado. Para obtener más información, solicite una llamada de un analista o envíe su consulta.
La metodología de investigación clave utilizada por el equipo de investigación de DBMR es la triangulación de datos, que implica la extracción de datos, el análisis del impacto de las variables de datos en el mercado y la validación primaria (experto en la industria). Los modelos de datos incluyen cuadrícula de posicionamiento de proveedores, análisis de línea de tiempo de mercado, descripción general y guía del mercado, cuadrícula de posicionamiento de la empresa, análisis de patentes, análisis de precios, análisis de participación de mercado de la empresa, estándares de medición, análisis global versus regional y de participación de proveedores. Para obtener más información sobre la metodología de investigación, envíe una consulta para hablar con nuestros expertos de la industria.
Personalización disponible
Data Bridge Market Research es líder en investigación formativa avanzada. Nos enorgullecemos de brindar servicios a nuestros clientes existentes y nuevos con datos y análisis que coinciden y se adaptan a sus objetivos. El informe se puede personalizar para incluir análisis de tendencias de precios de marcas objetivo, comprensión del mercado de países adicionales (solicite la lista de países), datos de resultados de ensayos clínicos, revisión de literatura, análisis de mercado renovado y base de productos. El análisis de mercado de competidores objetivo se puede analizar desde análisis basados en tecnología hasta estrategias de cartera de mercado. Podemos agregar tantos competidores sobre los que necesite datos en el formato y estilo de datos que esté buscando. Nuestro equipo de analistas también puede proporcionarle datos en archivos de Excel sin procesar, tablas dinámicas (libro de datos) o puede ayudarlo a crear presentaciones a partir de los conjuntos de datos disponibles en el informe.
