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Restaurant Business Intelligence and Analytics Software Market Size, Share, Trends, Growth Outlook

The Global Restaurant Business Intelligence and Analytics Software Market Size is estimated to register 9.1% growth over the forecast period from 2023 to 2030.

 

The market growth is driven by the increasing Restaurants that are increasingly relying on data analytics to make informed decisions about menu offerings, pricing, marketing campaigns, and operational efficiency. Leading companies that are focused on Data-Driven Decision-Making Becomes Standard, Advanced Analytics and AI, Integration with POS Systems, Health and Sustainability Focus, Food Safety and Compliance, and others to boost market shares in the industry.

 

Restaurant Business Intelligence and Analytics Software Market Size 2023-2030

 

Market Overview

The Restaurant Business Intelligence and Analytics Software Market was marked by significant growth and adoption driven by the restaurant industry's increasing reliance on data-driven decision-making. Key trends included customer-centric approaches, menu optimization, supply chain management, online ordering, and sentiment analysis. Drivers included competition, consumer demand for personalization, operational efficiency goals, regulatory compliance, pandemic-related changes, and sustainability initiatives. Restaurants embraced analytics to improve operations, enhance customer experiences, and remain competitive in a rapidly evolving industry.

 

Market Dynamics

Market Trends - AI and Machine Learning: Powering the Future of Restaurant Business Intelligence and Analytics

AI and machine learning are transforming Restaurant Business Intelligence and Analytics by enabling predictive insights, personalized customer experiences, and operational efficiency improvements. These technologies forecast demand, optimize pricing, and analyze customer feedback. They also automate tasks like inventory tracking and enhance customer service. In the evolving restaurant industry, AI and machine learning are pivotal for data-driven success, driving profitability and customer satisfaction.

Market Driver- Cloud-Based Solutions Demand Restaurant Business Intelligence and Analytics Software Market

The Restaurant Business Intelligence and Analytics Software Market is experiencing increased demand for cloud-based solutions. Cloud technology offers scalability, accessibility, and cost-efficiency, allowing restaurants to access real-time data, collaborate seamlessly, and streamline operations. This trend reflects the industry's shift towards digital transformation and the need for agile data analytics tools to support decision-making, optimize resource allocation, and improve overall efficiency in the restaurant sector.

 

Market Opportunity-Introduction of Cybersecurity

In the Restaurant Business Intelligence and Analytics Software Market, cybersecurity is paramount due to the growing reliance on data-driven decision-making and digitalization. Robust cybersecurity measures are essential to protect sensitive data, customer information, and business insights from breaches and cyber threats, ensuring data integrity, confidentiality, availability, and maintaining trust and reputation.

 

Market Share Analysis- Cloud-Based the Restaurant Business Intelligence and Analytics Software Market will register the fastest growth

The Global Restaurant Business Intelligence and Analytics Software Market is analyzed across Cloud Based, On-premise, and others. Cloud Based are poised to register the fastest growth. Cloud-based solutions are essential in the Restaurant Business Intelligence and Analytics Software Market, offering scalability, cost-efficiency, and remote access for efficient data management, streamlined operations, and data-driven decision-making in line with the industry's digital transformation.

 

Market Share Analysis- Large Enterprises held a significant market share in 2023

The Global Restaurant Business Intelligence and Analytics Software Market is analyzed across various applications including Large Enterprises, SMEs, and others. Of these, Large Enterprises held a significant market share in 2023. Large enterprises in the Restaurant Business Intelligence and Analytics Software Market are adopting these solutions to efficiently optimize operations, manage supply chains, and improve customer experiences. These tools help analyze extensive data, reduce costs, and enhance profitability, addressing the specific needs of large restaurant chains.

 

Restaurant Business Intelligence and Analytics Software Market Segmentation

 

By Type

  • Cloud Based
  • Web Based

 

By Application

  • Large Enterprises
  • SMEs

 

By Region

  • North America (United States, Canada, Mexico)
  • Europe (Germany, France, United Kingdom, Spain, Italy, Others)
  • Asia Pacific (China, India, Japan, South Korea, Australia, Others)
  • Latin America (Brazil, Argentina, Others)
  • Middle East and Africa (Saudi Arabia, UAE, Kuwait, Other Middle East, South Africa, Nigeria, Other Africa)

 

Restaurant Business Intelligence and Analytics Software Market Companies

 

  • Alteryx
  • BOARD
  • NCR
  • Avero Slingshot
  • Actus Data
  • Delaget
  • Mirus
  • Altametrics

*List not exhaustive

Restaurant Business Intelligence and Analytics Software Market Outlook 2023

1 Market Overview

1.1 Introduction to the Restaurant Business Intelligence and Analytics Software Market

1.2 Scope of the Study

1.3 Research Objective

1.3.1 Key Market Scope and Segments

1.3.2 Players Covered

1.3.3 Years Considered

 

2 Executive Summary

2.1 2023 Restaurant Business Intelligence and Analytics Software Industry- Market Statistics

3 Market Dynamics

3.1 Market Drivers

3.2 Market Challenges

3.3 Market Opportunities

3.4 Market Trends

 

4 Market Factor Analysis

4.1 Porter’s Five Forces

4.2 Market Entropy

4.2.1 Global Restaurant Business Intelligence and Analytics Software Market Companies with Area Served

4.2.2 Products Offerings Global Restaurant Business Intelligence and Analytics Software Market

 

5 COVID-19 Impact Analysis and Outlook Scenarios

5.1.1 Covid-19 Impact Analysis

5.1.2 post-COVID-19 Scenario- Low Growth Case

5.1.3 post-COVID-19 Scenario- Reference Growth Case

5.1.4 post-COVID-19 Scenario- Low Growth Case

 

6 Global Restaurant Business Intelligence and Analytics Software Market Trends

6.1 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) and CAGR (%) by Type (2018-2030)

6.2 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) and CAGR (%) by Applications (2018-2030)

6.3 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) and CAGR (%) by regions (2018-2030)

 

7 Global Restaurant Business Intelligence and Analytics Software Market Revenue (USD Million) by Type, and Applications (2018-2022)

7.1 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Type (2018-2022)

7.1.1 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million), Market Share (%) by Type (2018-2022)

7.2 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Applications (2018-2022)

7.2.1 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million), Market Share (%) by Applications (2018-2022)

 

8 Global Restaurant Business Intelligence and Analytics Software Development Regional Status and Outlook

8.1 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Regions (2018-2022)

8.2 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Type, and Application (2018-2022)

8.2.1 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Country (2018-2022)

8.2.2 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Type (2018-2022)

8.2.3 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Applications (2018-2022)

8.3 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type, and Applications (USD Million) (2018-2022)

8.3.1 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Country (2018-2022)

8.3.2 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Type (2018-2022)

8.3.3 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Applications (2018-2022)

8.4 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million), and Revenue (USD Million) by Type, and Applications (2018-2022)

8.4.1 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Country (2018-2022)

8.4.2 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Type (2018-2022)

8.4.3 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Applications (2018-2022)

8.5 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type, and Applications (2018-2022)

8.5.1 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Country (2018-2022)

8.5.2 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Type (2018-2022)

8.5.3 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Applications (2018-2022)

8.6 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type, Technology, Application, Thickness (2018-2022)

8.6.1 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Country (2018-2022)

8.6.2 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Type (2018-2022)

8.6.3 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Applications (2018-2022)

 

9 Company Profiles

 

10 Global Restaurant Business Intelligence and Analytics Software Market Revenue (USD Million), by Type, and Applications (2023-2030)

10.1 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) and Market Share (%) by Type (2023-2030)

10.1.1 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million), and Market Share (%) by Type (2023-2030)

10.2 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) and Market Share (%) by Applications (2023-2030)

10.2.1 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million), and Market Share (%) by Applications (2023-2030)

 

11 Global Restaurant Business Intelligence and Analytics Software Development Regional Status and Outlook Forecast

11.1 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Regions (2023-2030)

11.2 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Type, and Applications (2023-2030)

11.2.1 North America Restaurant Business Intelligence and Analytics Software Revenue (USD) Million by Country (2023-2030)

11.2.2 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type (2023-2030)

11.2.3 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million), Market Share (%) by Applications (2023-2030)

11.3 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type, and Applications (2023-2030)

11.3.1 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Country (2023-2030)

11.3.2 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type (2023-2030)

11.3.3 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Applications (2023-2030)

11.4 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) by Type, and Applications (2023-2030)

11.4.1 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Country (2023-2030)

11.4.2 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type (2023-2030)

11.4.3 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Applications (2023-2030)

11.5 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type, and Applications (2023-2030)

11.5.1 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Country (2023-2030)

11.5.2 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type (2023-2030)

11.5.3 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Applications (2023-2030)

11.6 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type, and Applications (2023-2030)

11.6.1 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by region (2023-2030)

11.6.2 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Type (2023-2030)

11.6.3 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million), by Applications (2023-2030)

 

12 Methodology and Data Sources

12.1 Methodology/Research Approach

12.1.1 Research Programs/Design

12.1.2 Market Size Estimation

12.1.3 Market Breakdown and Data Triangulation

12.2 Data Sources

12.2.1 Secondary Sources

12.2.2 Primary Sources

12.3 Disclaimer

List of Tables

Table 1 Market Segmentation Analysis

Table 2 Global Restaurant Business Intelligence and Analytics Software Market Companies with Areas Served

Table 3 Products Offerings Global Restaurant Business Intelligence and Analytics Software Market

Table 4 Low Growth Scenario Forecasts

Table 5 Reference Case Growth Scenario

Table 6 High Growth Case Scenario

Table 7 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) And CAGR (%) By Type (2018-2030)

Table 8 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) And CAGR (%) By Applications (2018-2030)

Table 9 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) And CAGR (%) By Regions (2018-2030)

Table 10 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Table 11 Global Restaurant Business Intelligence and Analytics Software Revenue Market Share (%) By Type (2018-2022)

Table 12 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Table 13 Global Restaurant Business Intelligence and Analytics Software Revenue Market Share (%) By Applications (2018-2022)

Table 14 Global Restaurant Business Intelligence and Analytics Software Market Revenue (USD Million) By Regions (2018-2022)

Table 15 Global Restaurant Business Intelligence and Analytics Software Market Share (%) By Regions (2018-2022)

Table 16 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2018-2022)

Table 17 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Table 18 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Table 19 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2018-2022)

Table 20 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Table 21 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Table 22 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2018-2022)

Table 23 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Table 24 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Table 25 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2018-2022)

Table 26 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Table 27 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Table 28 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Region (2018-2022)

Table 29 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Table 30 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Table 31 Financial Analysis

Table 32 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Table 33 Global Restaurant Business Intelligence and Analytics Software Revenue Market Share (%) By Type (2023-2030)

Table 34 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Table 35 Global Restaurant Business Intelligence and Analytics Software Revenue Market Share (%) By Applications (2023-2030)

Table 36 Global Restaurant Business Intelligence and Analytics Software Market Revenue (USD Million), And Revenue (USD Million) By Regions (2023-2030)

Table 37 North America Restaurant Business Intelligence and Analytics Software Revenue (USD)By Country (2023-2030)

Table 38 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Table 39 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Table 40 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2023-2030)

Table 41 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Table 42 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Table 43 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2023-2030)

Table 44 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Table 45 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Table 46 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2023-2030)

Table 47 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Table 48 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Table 49 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Region (2023-2030)

Table 50 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Region (2023-2030)

Table 51 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Table 52 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Table 53 Research Programs/Design for This Report

Table 54 Key Data Information from Secondary Sources

Table 55 Key Data Information from Primary Sources

 

List of Figures

Figure 1 Market Scope

Figure 2 Porter’s Five Forces

Figure 3 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Figure 4 Global Restaurant Business Intelligence and Analytics Software Revenue Market Share (%) By Type (2022)

Figure 5 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Figure 6 Global Restaurant Business Intelligence and Analytics Software Revenue Market Share (%) By Applications (2022)

Figure 7 Global Restaurant Business Intelligence and Analytics Software Market Revenue (USD Million) By Regions (2018-2022)

Figure 8 Global Restaurant Business Intelligence and Analytics Software Market Share (%) By Regions (2022)

Figure 9 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2018-2022)

Figure 10 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Figure 11 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Figure 12 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2018-2022)

Figure 13 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Figure 14 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Figure 15 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2018-2022)

Figure 16 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Figure 17 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Figure 18 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2018-2022)

Figure 19 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Figure 20 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Figure 21 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Region (2018-2022)

Figure 22 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2018-2022)

Figure 23 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2018-2022)

Figure 24 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Figure 25 Global Restaurant Business Intelligence and Analytics Software Revenue Market Share (%) By Type (2030)

Figure 26 Global Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Figure 27 Global Restaurant Business Intelligence and Analytics Software Revenue Market Share (%) By Applications (2030)

Figure 28 Global Restaurant Business Intelligence and Analytics Software Market Revenue (USD Million) By Regions (2023-2030)

Figure 29 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2023-2030)

Figure 30 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Figure 31 North America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Figure 32 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2023-2030)

Figure 33 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Figure 34 Europe Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Figure 35 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2023-2030)

Figure 36 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Figure 37 Asia Pacific Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Figure 38 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Country (2023-2030)

Figure 39 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Figure 40 South America Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Figure 41 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Region (2023-2030)

Figure 42 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Region (2023-2030)

Figure 43 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Type (2023-2030)

Figure 44 Middle East and Africa Restaurant Business Intelligence and Analytics Software Revenue (USD Million) By Applications (2023-2030)

Figure 45 Bottom-Up and Top-Down Approaches for This Report

Figure 46 Data Triangulation

 

By Type

  • Cloud Based
  • Web Based

 

By Application

  • Large Enterprises
  • SMEs

 

By Region

  • North America (United States, Canada, Mexico)
  • Europe (Germany, France, United Kingdom, Spain, Italy, Others)
  • Asia Pacific (China, India, Japan, South Korea, Australia, Others)
  • Latin America (Brazil, Argentina, Others)
  • Middle East and Africa (Saudi Arabia, UAE, Kuwait, Other Middle East, South Africa, Nigeria, Other Africa)

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