Global Salty Puffed Snacks Market 2021 by Company, Regions, Type and Application, Forecast to 2026

  • receipt Report ID : 223923
  • calendar_today Published On: Jun, 2021
  • file_copy Pages: 156
  • list Food & Beverages
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The Salty Puffed Snacks market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.

According to our latest research, the global Salty Puffed Snacks size is estimated to be USD xx million in 2026 from USD xx million in 2020, with a change XX% between 2020 and 2021. The global Salty Puffed Snacks market size is expected to grow at a CAGR of xx% for the next five years.

Market segmentation

Salty Puffed Snacks market is split by Type and by Application. For the period 2016-2026, the growth among segments provide accurate calculations and forecasts for revenue by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type, covers

Tubers Type

Cereal Type

Beans Type

Others

Market segment by Application, can be divided into

Supermarket

Convenience Store

Specialty Store

Online Sale

Market segment by players, this report covers

Dali-group

Wantwant

Pepsico

Orion

oishi

Fjqinqin

Market segment by regions, regional analysis covers

North America (United States, Canada, and Mexico)

Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)

Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia, and Rest of Asia-Pacific)

South America (Brazil, Argentina, Rest of South America)

Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)

The content of the study subjects, includes a total of 12 chapters:

Chapter 1, to describe Salty Puffed Snacks product scope, market overview, market opportunities, market driving force and market risks.

Chapter 2, to profile the top players of Salty Puffed Snacks, with revenue, gross margin and global market share of Salty Puffed Snacks from 2019 to 2021.

Chapter 3, the Salty Puffed Snacks competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.

Chapter 4 and 5, to segment the market size by type and application, with revenue and growth rate by type, application, from 2016 to 2026.

Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2016 to 2021.and Salty Puffed Snacks market forecast, by regions, type and application, with revenue, from 2021 to 2026.

Chapter 11 and 12, to describe Salty Puffed Snacks research findings and conclusion, appendix and data source.

Frequently Asked Questions

The base year for the study has been considered 2019, historic year 2014 and 2018, the forecast period considered is from 2020 to 2027. The regions analyzed for the market include North America, Europe, South America, Asia Pacific, and Middle East and Africa. These regions are further analyzed at the country-level. The study also includes attractiveness analysis of type, application and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunity for understanding the future growth of the market.

Market is segmented on the basis:

  • By Type
  • By Application
  • By Region
  • By Country
  • By Manufacturer

The report offers in-depth analysis of driving factors, opportunities, restraints, and challenges for gaining the key insight of the market. The report emphasizes on all the key trends that play a vital role in the enlargement of the market from 2019 to 2026.

The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews industry offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.

1 Market Overview

1.1 Product Overview and Scope of Salty Puffed Snacks

1.2 Classification of Salty Puffed Snacks by Type

1.2.1 Overview: Global Salty Puffed Snacks Market Size by Type: 2020 Versus 2021 Versus 2026

1.2.2 Global Salty Puffed Snacks Revenue Market Share by Type in 2020

1.2.3 Tubers Type

1.2.4 Cereal Type

1.2.5 Beans Type

1.2.6 Others

1.3 Global Salty Puffed Snacks Market by Application

1.3.1 Overview: Global Salty Puffed Snacks Market Size by Application: 2020 Versus 2021 Versus 2026

1.3.2 Supermarket

1.3.3 Convenience Store

1.3.4 Specialty Store

1.3.5 Online Sale

1.4 Global Salty Puffed Snacks Market Size & Forecast

1.5 Global Salty Puffed Snacks Market Size and Forecast by Region

1.5.1 Global Salty Puffed Snacks Market Size by Region: 2016 VS 2021 VS 2026

1.5.2 Global Salty Puffed Snacks Market Size by Region, (2016-2021)

1.5.3 North America Salty Puffed Snacks Market Size and Prospect (2016-2026)

1.5.4 Europe Salty Puffed Snacks Market Size and Prospect (2016-2026)

1.5.5 Asia-Pacific Salty Puffed Snacks Market Size and Prospect (2016-2026)

1.5.6 South America Salty Puffed Snacks Market Size and Prospect (2016-2026)

1.5.7 Middle East and Africa Salty Puffed Snacks Market Size and Prospect (2016-2026)

1.6 Market Drivers, Restraints and Trends

1.6.1 Salty Puffed Snacks Market Drivers

1.6.2 Salty Puffed Snacks Market Restraints

1.6.3 Salty Puffed Snacks Trends Analysis

2 Company Profiles

2.1 Dali-group

2.1.1 Dali-group Details

2.1.2 Dali-group Major Business

2.1.3 Dali-group Salty Puffed Snacks Product and Solutions

2.1.4 Dali-group Salty Puffed Snacks Revenue, Gross Margin and Market Share (2019-2021)

2.1.5 Dali-group Recent Developments and Future Plans

2.2 Wantwant

2.2.1 Wantwant Details

2.2.2 Wantwant Major Business

2.2.3 Wantwant Salty Puffed Snacks Product and Solutions

2.2.4 Wantwant Salty Puffed Snacks Revenue, Gross Margin and Market Share (2019-2021)

2.2.5 Wantwant Recent Developments and Future Plans

2.3 Pepsico

2.3.1 Pepsico Details

2.3.2 Pepsico Major Business

2.3.3 Pepsico Salty Puffed Snacks Product and Solutions

2.3.4 Pepsico Salty Puffed Snacks Revenue, Gross Margin and Market Share (2019-2021)

2.3.5 Pepsico Recent Developments and Future Plans

2.4 Orion

2.4.1 Orion Details

2.4.2 Orion Major Business

2.4.3 Orion Salty Puffed Snacks Product and Solutions

2.4.4 Orion Salty Puffed Snacks Revenue, Gross Margin and Market Share (2019-2021)

2.4.5 Orion Recent Developments and Future Plans

2.5 oishi

2.5.1 oishi Details

2.5.2 oishi Major Business

2.5.3 oishi Salty Puffed Snacks Product and Solutions

2.5.4 oishi Salty Puffed Snacks Revenue, Gross Margin and Market Share (2019-2021)

2.5.5 oishi Recent Developments and Future Plans

2.6 Fjqinqin

2.6.1 Fjqinqin Details

2.6.2 Fjqinqin Major Business

2.6.3 Fjqinqin Salty Puffed Snacks Product and Solutions

2.6.4 Fjqinqin Salty Puffed Snacks Revenue, Gross Margin and Market Share (2019-2021)

2.6.5 Fjqinqin Recent Developments and Future Plans

3 Market Competition, by Players

3.1 Global Salty Puffed Snacks Revenue and Share by Players (2019-2021)

3.2 Market Concentration Rate

3.2.1 Top 3 Salty Puffed Snacks Players Market Share

3.2.2 Top 10 Salty Puffed Snacks Players Market Share

3.2.3 Market Competition Trend

3.3 Salty Puffed Snacks Players Head Office, Products and Services Provided

3.4 Mergers & Acquisitions

3.5 New Entrants and Expansion Plans

4 Market Size Segment by Type

4.1 Global Salty Puffed Snacks Revenue and Market Share by Type (2016-2021)

4.2 Global Salty Puffed Snacks Market Forecast by Type (2021-2026)

5 Market Size Segment by Application

5.1 Global Salty Puffed Snacks Revenue Market Share by Application (2016-2021)

5.2 Salty Puffed Snacks Market Forecast by Application (2021-2026)

6 North America by Country, by Type, and by Application

6.1 North America Salty Puffed Snacks Revenue by Type (2016-2026)

6.2 North America Salty Puffed Snacks Revenue by Application (2016-2026)

6.3 North America Salty Puffed Snacks Market Size by Country

6.3.1 North America Salty Puffed Snacks Revenue by Country (2016-2026)

6.3.2 United States Salty Puffed Snacks Market Size and Forecast (2016-2026)

6.3.3 Canada Salty Puffed Snacks Market Size and Forecast (2016-2026)

6.3.4 Mexico Salty Puffed Snacks Market Size and Forecast (2016-2026)

7 Europe by Country, by Type, and by Application

7.1 Europe Salty Puffed Snacks Revenue by Type (2016-2026)

7.2 Europe Salty Puffed Snacks Revenue by Application (2016-2026)

7.3 Europe Salty Puffed Snacks Market Size by Country

7.3.1 Europe Salty Puffed Snacks Revenue by Country (2016-2026)

7.3.2 Germany Salty Puffed Snacks Market Size and Forecast (2016-2026)

7.3.3 France Salty Puffed Snacks Market Size and Forecast (2016-2026)

7.3.4 United Kingdom Salty Puffed Snacks Market Size and Forecast (2016-2026)

7.3.5 Russia Salty Puffed Snacks Market Size and Forecast (2016-2026)

7.3.6 Italy Salty Puffed Snacks Market Size and Forecast (2016-2026)

8 Asia-Pacific by Region, by Type, and by Application

8.1 Asia-Pacific Salty Puffed Snacks Revenue by Type (2016-2026)

8.2 Asia-Pacific Salty Puffed Snacks Revenue by Application (2016-2026)

8.3 Asia-Pacific Salty Puffed Snacks Market Size by Region

8.3.1 Asia-Pacific Salty Puffed Snacks Revenue by Region (2016-2026)

8.3.2 China Salty Puffed Snacks Market Size and Forecast (2016-2026)

8.3.3 Japan Salty Puffed Snacks Market Size and Forecast (2016-2026)

8.3.4 South Korea Salty Puffed Snacks Market Size and Forecast (2016-2026)

8.3.5 India Salty Puffed Snacks Market Size and Forecast (2016-2026)

8.3.6 Southeast Asia Salty Puffed Snacks Market Size and Forecast (2016-2026)

8.3.7 Australia Salty Puffed Snacks Market Size and Forecast (2016-2026)

9 South America by Country, by Type, and by Application

9.1 South America Salty Puffed Snacks Revenue by Type (2016-2026)

9.2 South America Salty Puffed Snacks Revenue by Application (2016-2026)

9.3 South America Salty Puffed Snacks Market Size by Country

9.3.1 South America Salty Puffed Snacks Revenue by Country (2016-2026)

9.3.2 Brazil Salty Puffed Snacks Market Size and Forecast (2016-2026)

9.3.3 Argentina Salty Puffed Snacks Market Size and Forecast (2016-2026)

10 Middle East & Africa by Country, by Type, and by Application

10.1 Middle East & Africa Salty Puffed Snacks Revenue by Type (2016-2026)

10.2 Middle East & Africa Salty Puffed Snacks Revenue by Application (2016-2026)

10.3 Middle East & Africa Salty Puffed Snacks Market Size by Country

10.3.1 Middle East & Africa Salty Puffed Snacks Revenue by Country (2016-2026)

10.3.2 Turkey Salty Puffed Snacks Market Size and Forecast (2016-2026)

10.3.3 Saudi Arabia Salty Puffed Snacks Market Size and Forecast (2016-2026)

10.3.4 UAE Salty Puffed Snacks Market Size and Forecast (2016-2026)

11 Research Findings and Conclusion

12 Appendix

12.1 Methodology

12.2 Research Process and Data Source

12.3 Disclaimer

List of Tables

Table 1. Global Salty Puffed Snacks Revenue by Type, (USD Million), 2020 VS 2021 VS 2026

Table 2. Global Salty Puffed Snacks Revenue by Application, (USD Million), 2020 VS 2021 VS 2026

Table 3. Global Market Salty Puffed Snacks Revenue (Million USD) Comparison by Region (2016 VS 2021 VS 2026)

Table 4. Global Salty Puffed Snacks Revenue (USD Million) by Region (2016-2021)

Table 5. Global Salty Puffed Snacks Revenue Market Share by Region (2021-2026)

Table 6. Dali-group Corporate Information, Head Office, and Major Competitors

Table 7. Dali-group Major Business

Table 8. Dali-group Salty Puffed Snacks Product and Solutions

Table 9. Dali-group Salty Puffed Snacks Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 10. Wantwant Corporate Information, Head Office, and Major Competitors

Table 11. Wantwant Major Business

Table 12. Wantwant Salty Puffed Snacks Product and Solutions

Table 13. Wantwant Salty Puffed Snacks Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 14. Pepsico Corporate Information, Head Office, and Major Competitors

Table 15. Pepsico Major Business

Table 16. Pepsico Salty Puffed Snacks Product and Solutions

Table 17. Pepsico Salty Puffed Snacks Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 18. Orion Corporate Information, Head Office, and Major Competitors

Table 19. Orion Major Business

Table 20. Orion Salty Puffed Snacks Product and Solutions

Table 21. Orion Salty Puffed Snacks Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 22. oishi Corporate Information, Head Office, and Major Competitors

Table 23. oishi Major Business

Table 24. oishi Salty Puffed Snacks Product and Solutions

Table 25. oishi Salty Puffed Snacks Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 26. Fjqinqin Corporate Information, Head Office, and Major Competitors

Table 27. Fjqinqin Major Business

Table 28. Fjqinqin Salty Puffed Snacks Product and Solutions

Table 29. Fjqinqin Salty Puffed Snacks Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 30. Global Salty Puffed Snacks Revenue (USD Million) by Players (2019-2021)

Table 31. Global Salty Puffed Snacks Revenue Share by Players (2019-2021)

Table 32. Breakdown of Salty Puffed Snacks by Company Type (Tier 1, Tier 2 and Tier 3)

Table 33. Salty Puffed Snacks Players Head Office, Products and Services Provided

Table 34. Salty Puffed Snacks Mergers & Acquisitions in the Past Five Years

Table 35. Salty Puffed Snacks New Entrants and Expansion Plans

Table 36. Global Salty Puffed Snacks Revenue (USD Million) by Type (2016-2021)

Table 37. Global Salty Puffed Snacks Revenue Share by Type (2016-2021)

Table 38. Global Salty Puffed Snacks Revenue Forecast by Type (2021-2026)

Table 39. Global Salty Puffed Snacks Revenue by Application (2016-2021)

Table 40. Global Salty Puffed Snacks Revenue Forecast by Application (2021-2026)

Table 41. North America Salty Puffed Snacks Revenue by Type (2016-2021) & (USD Million)

Table 42. North America Salty Puffed Snacks Revenue by Type (2021-2026) & (USD Million)

Table 43. North America Salty Puffed Snacks Revenue by Application (2016-2021) & (USD Million)

Table 44. North America Salty Puffed Snacks Revenue by Application (2021-2026) & (USD Million)

Table 45. North America Salty Puffed Snacks Revenue by Country (2016-2021) & (USD Million)

Table 46. North America Salty Puffed Snacks Revenue by Country (2021-2026) & (USD Million)

Table 47. Europe Salty Puffed Snacks Revenue by Type (2016-2021) & (USD Million)

Table 48. Europe Salty Puffed Snacks Revenue by Type (2021-2026) & (USD Million)

Table 49. Europe Salty Puffed Snacks Revenue by Application (2016-2021) & (USD Million)

Table 50. Europe Salty Puffed Snacks Revenue by Application (2021-2026) & (USD Million)

Table 51. Europe Salty Puffed Snacks Revenue by Country (2016-2021) & (USD Million)

Table 52. Europe Salty Puffed Snacks Revenue by Country (2021-2026) & (USD Million)

Table 53. Asia-Pacific Salty Puffed Snacks Revenue by Type (2016-2021) & (USD Million)

Table 54. Asia-Pacific Salty Puffed Snacks Revenue by Type (2021-2026) & (USD Million)

Table 55. Asia-Pacific Salty Puffed Snacks Revenue by Application (2016-2021) & (USD Million)

Table 56. Asia-Pacific Salty Puffed Snacks Revenue by Application (2021-2026) & (USD Million)

Table 57. Asia-Pacific Salty Puffed Snacks Revenue by Region (2016-2021) & (USD Million)

Table 58. Asia-Pacific Salty Puffed Snacks Revenue by Region (2021-2026) & (USD Million)

Table 59. South America Salty Puffed Snacks Revenue by Type (2016-2021) & (USD Million)

Table 60. South America Salty Puffed Snacks Revenue by Type (2021-2026) & (USD Million)

Table 61. South America Salty Puffed Snacks Revenue by Application (2016-2021) & (USD Million)

Table 62. South America Salty Puffed Snacks Revenue by Application (2021-2026) & (USD Million)

Table 63. South America Salty Puffed Snacks Revenue by Country (2016-2021) & (USD Million)

Table 64. South America Salty Puffed Snacks Revenue by Country (2021-2026) & (USD Million)

Table 65. Middle East & Africa Salty Puffed Snacks Revenue by Type (2016-2021) & (USD Million)

Table 66. Middle East & Africa Salty Puffed Snacks Revenue by Type (2021-2026) & (USD Million)

Table 67. Middle East & Africa Salty Puffed Snacks Revenue by Application (2016-2021) & (USD Million)

Table 68. Middle East & Africa Salty Puffed Snacks Revenue by Application (2021-2026) & (USD Million)

Table 69. Middle East & Africa Salty Puffed Snacks Revenue by Country (2016-2021) & (USD Million)

Table 70. Middle East & Africa Salty Puffed Snacks Revenue by Country (2021-2026) & (USD Million)

List of Figures

Figure 1. Salty Puffed Snacks Picture

Figure 2. Global Salty Puffed Snacks Revenue Market Share by Type in 2020

Figure 3. Tubers Type

Figure 4. Cereal Type

Figure 5. Beans Type

Figure 6. Others

Figure 7. Salty Puffed Snacks Revenue Market Share by Application in 2020

Figure 8. Supermarket Picture

Figure 9. Convenience Store Picture

Figure 10. Specialty Store Picture

Figure 11. Online Sale Picture

Figure 12. Global Salty Puffed Snacks Revenue, (USD Million): 2020 VS 2021 VS 2026

Figure 13. Global Salty Puffed Snacks Revenue and Forecast (2016-2026) & (USD Million)

Figure 14. Global Salty Puffed Snacks Revenue Market Share by Region (2016-2026)

Figure 15. Global Salty Puffed Snacks Revenue Market Share by Region in 2020

Figure 16. North America Salty Puffed Snacks Revenue (USD Million) and Growth Rate (2016-2026)

Figure 17. Europe Salty Puffed Snacks Revenue (USD Million) and Growth Rate (2016-2026)

Figure 18. Asia-Pacific Salty Puffed Snacks Revenue (USD Million) and Growth Rate (2016-2026)

Figure 19. South America Salty Puffed Snacks Revenue (USD Million) and Growth Rate (2016-2026)

Figure 20. Middle East and Africa Salty Puffed Snacks Revenue (USD Million) and Growth Rate (2016-2026)

Figure 21. Salty Puffed Snacks Market Drivers

Figure 22. Salty Puffed Snacks Market Restraints

Figure 23. Salty Puffed Snacks Market Trends

Figure 24. Dali-group Recent Developments and Future Plans

Figure 25. Wantwant Recent Developments and Future Plans

Figure 26. Pepsico Recent Developments and Future Plans

Figure 27. Orion Recent Developments and Future Plans

Figure 28. oishi Recent Developments and Future Plans

Figure 29. Fjqinqin Recent Developments and Future Plans

Figure 30. Global Salty Puffed Snacks Revenue Share by Players in 2020

Figure 31. Salty Puffed Snacks Market Share by Company Type (Tier 1, Tier 2 and Tier 3)

Figure 32. Global Top 3 Players Salty Puffed Snacks Revenue Market Share in 2020

Figure 33. Global Top 10 Players Salty Puffed Snacks Revenue Market Share in 2020

Figure 34. Key Players Market Share Trend (Top 3 Market Share: 2019 VS 2020 VS 2021)

Figure 35. Global Salty Puffed Snacks Revenue Share by Type in 2020

Figure 36. Global Salty Puffed Snacks Market Share Forecast by Type (2021-2026)

Figure 37. Global Salty Puffed Snacks Revenue Share by Application in 2020

Figure 38. Global Salty Puffed Snacks Market Share Forecast by Application (2021-2026)

Figure 39. North America Salty Puffed Snacks Sales Market Share by Type (2016-2026)

Figure 40. North America Salty Puffed Snacks Sales Market Share by Application (2016-2026)

Figure 41. North America Salty Puffed Snacks Revenue Market Share by Country (2016-2026)

Figure 42. United States Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 43. Canada Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 44. Mexico Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 45. Europe Salty Puffed Snacks Sales Market Share by Type (2016-2026)

Figure 46. Europe Salty Puffed Snacks Sales Market Share by Application (2016-2026)

Figure 47. Europe Salty Puffed Snacks Revenue Market Share by Country (2016-2026)

Figure 48. Germany Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 49. France Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 50. United Kingdom Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 51. Russia Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 52. Italy Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 53. Asia-Pacific Salty Puffed Snacks Sales Market Share by Type (2016-2026)

Figure 54. Asia-Pacific Salty Puffed Snacks Sales Market Share by Application (2016-2026)

Figure 55. Asia-Pacific Salty Puffed Snacks Revenue Market Share by Region (2016-2026)

Figure 56. China Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 57. Japan Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 58. South Korea Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 59. India Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 60. Southeast Asia Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 61. Australia Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 62. South America Salty Puffed Snacks Sales Market Share by Type (2016-2026)

Figure 63. South America Salty Puffed Snacks Sales Market Share by Application (2016-2026)

Figure 64. South America Salty Puffed Snacks Revenue Market Share by Country (2016-2026)

Figure 65. Brazil Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 66. Argentina Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 67. Middle East and Africa Salty Puffed Snacks Sales Market Share by Type (2016-2026)

Figure 68. Middle East and Africa Salty Puffed Snacks Sales Market Share by Application (2016-2026)

Figure 69. Middle East and Africa Salty Puffed Snacks Revenue Market Share by Country (2016-2026)

Figure 70. Turkey Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 71. Saudi Arabia Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 72. UAE Salty Puffed Snacks Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 73. Methodology

Figure 74. Research Process and Data Source

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