Global Internet Radio Market 2022 by Company, Regions, Type and Application, Forecast to 2028

  • receipt Report ID : 264692
  • calendar_today Published On: Jan, 2022
  • file_copy Pages: 156
  • list Information & Communication Technology
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The Internet Radio 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 study, due to COVID-19 pandemic, the global Internet Radio market size is estimated to be worth US$ 34660 million in 2021 and is forecast to a readjusted size of USD 66110 million by 2028 with a CAGR of 9.7% during review period. Live accounting for % of the Internet Radio global market in 2021, is projected to value USD million by 2028, growing at a % CAGR in next six years. While Subscription Service segment is altered to a % CAGR between 2022 and 2028.

Global key companies of Internet Radio include Apple Music, Amazon Music, Tencent Music, Pandora, and IHeartRadio, etc. In terms of revenue, the global top four players hold a share over % in 2021.

Market segmentation

Internet Radio market is split by Type and by Application. For the period 2017-2028, 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

Subscription Service

Ad-Supported Radio Service

Market segment by Application, can be divided into

Live

Audio-on-demand

Market segment by players, this report covers

Apple Music

Amazon Music

Tencent Music

Pandora

IHeartRadio

TuneIn

LiveXLive Media

Digitally Imported, Inc.

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 Internet Radio product scope, market overview, market opportunities, market driving force and market risks.

Chapter 2, to profile the top players of Internet Radio, with revenue, gross margin and global market share of Internet Radio from 2019 to 2022.

Chapter 3, the Internet Radio 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 2017 to 2028.

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 2017 to 2022.and Internet Radio market forecast, by regions, type and application, with revenue, from 2023 to 2028.

Chapter 11 and 12, to describe Internet Radio 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 Internet Radio

1.2 Classification of Internet Radio by Type

1.2.1 Overview: Global Internet Radio Market Size by Type: 2017 Versus 2021 Versus 2028

1.2.2 Global Internet Radio Revenue Market Share by Type in 2021

1.2.3 Subscription Service

1.2.4 Ad-Supported Radio Service

1.3 Global Internet Radio Market by Application

1.3.1 Overview: Global Internet Radio Market Size by Application: 2017 Versus 2021 Versus 2028

1.3.2 Live

1.3.3 Audio-on-demand

1.4 Global Internet Radio Market Size & Forecast

1.5 Global Internet Radio Market Size and Forecast by Region

1.5.1 Global Internet Radio Market Size by Region: 2017 VS 2021 VS 2028

1.5.2 Global Internet Radio Market Size by Region, (2017-2022)

1.5.3 North America Internet Radio Market Size and Prospect (2017-2028)

1.5.4 Europe Internet Radio Market Size and Prospect (2017-2028)

1.5.5 Asia-Pacific Internet Radio Market Size and Prospect (2017-2028)

1.5.6 South America Internet Radio Market Size and Prospect (2017-2028)

1.5.7 Middle East and Africa Internet Radio Market Size and Prospect (2017-2028)

1.6 Market Drivers, Restraints and Trends

1.6.1 Internet Radio Market Drivers

1.6.2 Internet Radio Market Restraints

1.6.3 Internet Radio Trends Analysis

2 Company Profiles

2.1 Apple Music

2.1.1 Apple Music Details

2.1.2 Apple Music Major Business

2.1.3 Apple Music Internet Radio Product and Solutions

2.1.4 Apple Music Internet Radio Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.1.5 Apple Music Recent Developments and Future Plans

2.2 Amazon Music

2.2.1 Amazon Music Details

2.2.2 Amazon Music Major Business

2.2.3 Amazon Music Internet Radio Product and Solutions

2.2.4 Amazon Music Internet Radio Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.2.5 Amazon Music Recent Developments and Future Plans

2.3 Tencent Music

2.3.1 Tencent Music Details

2.3.2 Tencent Music Major Business

2.3.3 Tencent Music Internet Radio Product and Solutions

2.3.4 Tencent Music Internet Radio Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.3.5 Tencent Music Recent Developments and Future Plans

2.4 Pandora

2.4.1 Pandora Details

2.4.2 Pandora Major Business

2.4.3 Pandora Internet Radio Product and Solutions

2.4.4 Pandora Internet Radio Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.4.5 Pandora Recent Developments and Future Plans

2.5 IHeartRadio

2.5.1 IHeartRadio Details

2.5.2 IHeartRadio Major Business

2.5.3 IHeartRadio Internet Radio Product and Solutions

2.5.4 IHeartRadio Internet Radio Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.5.5 IHeartRadio Recent Developments and Future Plans

2.6 TuneIn

2.6.1 TuneIn Details

2.6.2 TuneIn Major Business

2.6.3 TuneIn Internet Radio Product and Solutions

2.6.4 TuneIn Internet Radio Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.6.5 TuneIn Recent Developments and Future Plans

2.7 LiveXLive Media

2.7.1 LiveXLive Media Details

2.7.2 LiveXLive Media Major Business

2.7.3 LiveXLive Media Internet Radio Product and Solutions

2.7.4 LiveXLive Media Internet Radio Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.7.5 LiveXLive Media Recent Developments and Future Plans

2.8 Digitally Imported, Inc.

2.8.1 Digitally Imported, Inc. Details

2.8.2 Digitally Imported, Inc. Major Business

2.8.3 Digitally Imported, Inc. Internet Radio Product and Solutions

2.8.4 Digitally Imported, Inc. Internet Radio Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.8.5 Digitally Imported, Inc. Recent Developments and Future Plans

3 Market Competition, by Players

3.1 Global Internet Radio Revenue and Share by Players (2019, 2020, 2021, and 2022)

3.2 Market Concentration Rate

3.2.1 Top 3 Internet Radio Players Market Share in 2021

3.2.2 Top 10 Internet Radio Players Market Share in 2021

3.2.3 Market Competition Trend

3.3 Internet Radio Players Head Office, Products and Services Provided

3.4 Internet Radio Mergers & Acquisitions

3.5 Internet Radio New Entrants and Expansion Plans

4 Market Size Segment by Type

4.1 Global Internet Radio Revenue and Market Share by Type (2017-2022)

4.2 Global Internet Radio Market Forecast by Type (2023-2028)

5 Market Size Segment by Application

5.1 Global Internet Radio Revenue Market Share by Application (2017-2022)

5.2 Global Internet Radio Market Forecast by Application (2023-2028)

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

6.1 North America Internet Radio Revenue by Type (2017-2028)

6.2 North America Internet Radio Revenue by Application (2017-2028)

6.3 North America Internet Radio Market Size by Country

6.3.1 North America Internet Radio Revenue by Country (2017-2028)

6.3.2 United States Internet Radio Market Size and Forecast (2017-2028)

6.3.3 Canada Internet Radio Market Size and Forecast (2017-2028)

6.3.4 Mexico Internet Radio Market Size and Forecast (2017-2028)

7 Europe by Country, by Type, and by Application

7.1 Europe Internet Radio Revenue by Type (2017-2028)

7.2 Europe Internet Radio Revenue by Application (2017-2028)

7.3 Europe Internet Radio Market Size by Country

7.3.1 Europe Internet Radio Revenue by Country (2017-2028)

7.3.2 Germany Internet Radio Market Size and Forecast (2017-2028)

7.3.3 France Internet Radio Market Size and Forecast (2017-2028)

7.3.4 United Kingdom Internet Radio Market Size and Forecast (2017-2028)

7.3.5 Russia Internet Radio Market Size and Forecast (2017-2028)

7.3.6 Italy Internet Radio Market Size and Forecast (2017-2028)

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

8.1 Asia-Pacific Internet Radio Revenue by Type (2017-2028)

8.2 Asia-Pacific Internet Radio Revenue by Application (2017-2028)

8.3 Asia-Pacific Internet Radio Market Size by Region

8.3.1 Asia-Pacific Internet Radio Revenue by Region (2017-2028)

8.3.2 China Internet Radio Market Size and Forecast (2017-2028)

8.3.3 Japan Internet Radio Market Size and Forecast (2017-2028)

8.3.4 South Korea Internet Radio Market Size and Forecast (2017-2028)

8.3.5 India Internet Radio Market Size and Forecast (2017-2028)

8.3.6 Southeast Asia Internet Radio Market Size and Forecast (2017-2028)

8.3.7 Australia Internet Radio Market Size and Forecast (2017-2028)

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

9.1 South America Internet Radio Revenue by Type (2017-2028)

9.2 South America Internet Radio Revenue by Application (2017-2028)

9.3 South America Internet Radio Market Size by Country

9.3.1 South America Internet Radio Revenue by Country (2017-2028)

9.3.2 Brazil Internet Radio Market Size and Forecast (2017-2028)

9.3.3 Argentina Internet Radio Market Size and Forecast (2017-2028)

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

10.1 Middle East & Africa Internet Radio Revenue by Type (2017-2028)

10.2 Middle East & Africa Internet Radio Revenue by Application (2017-2028)

10.3 Middle East & Africa Internet Radio Market Size by Country

10.3.1 Middle East & Africa Internet Radio Revenue by Country (2017-2028)

10.3.2 Turkey Internet Radio Market Size and Forecast (2017-2028)

10.3.3 Saudi Arabia Internet Radio Market Size and Forecast (2017-2028)

10.3.4 UAE Internet Radio Market Size and Forecast (2017-2028)

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 Internet Radio Revenue by Type, (USD Million), 2017 VS 2021 VS 2028

Table 2. Global Internet Radio Revenue by Application, (USD Million), 2017 VS 2021 VS 2028

Table 3. Global Market Internet Radio Revenue (Million USD) Comparison by Region (2017 VS 2021 VS 2028)

Table 4. Global Internet Radio Revenue (USD Million) by Region (2017-2022)

Table 5. Global Internet Radio Revenue Market Share by Region (2023-2028)

Table 6. Apple Music Corporate Information, Head Office, and Major Competitors

Table 7. Apple Music Major Business

Table 8. Apple Music Internet Radio Product and Solutions

Table 9. Apple Music Internet Radio Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 10. Amazon Music Corporate Information, Head Office, and Major Competitors

Table 11. Amazon Music Major Business

Table 12. Amazon Music Internet Radio Product and Solutions

Table 13. Amazon Music Internet Radio Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 14. Tencent Music Corporate Information, Head Office, and Major Competitors

Table 15. Tencent Music Major Business

Table 16. Tencent Music Internet Radio Product and Solutions

Table 17. Tencent Music Internet Radio Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

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

Table 19. Pandora Major Business

Table 20. Pandora Internet Radio Product and Solutions

Table 21. Pandora Internet Radio Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

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

Table 23. IHeartRadio Major Business

Table 24. IHeartRadio Internet Radio Product and Solutions

Table 25. IHeartRadio Internet Radio Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

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

Table 27. TuneIn Major Business

Table 28. TuneIn Internet Radio Product and Solutions

Table 29. TuneIn Internet Radio Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 30. LiveXLive Media Corporate Information, Head Office, and Major Competitors

Table 31. LiveXLive Media Major Business

Table 32. LiveXLive Media Internet Radio Product and Solutions

Table 33. LiveXLive Media Internet Radio Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 34. Digitally Imported, Inc. Corporate Information, Head Office, and Major Competitors

Table 35. Digitally Imported, Inc. Major Business

Table 36. Digitally Imported, Inc. Internet Radio Product and Solutions

Table 37. Digitally Imported, Inc. Internet Radio Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 38. Global Internet Radio Revenue (USD Million) by Players (2019, 2020, 2021, and 2022)

Table 39. Global Internet Radio Revenue Share by Players (2019, 2020, 2021, and 2022)

Table 40. Breakdown of Internet Radio by Company Type (Tier 1, Tier 2 and Tier 3)

Table 41. Internet Radio Players Head Office, Products and Services Provided

Table 42. Internet Radio Mergers & Acquisitions in the Past Five Years

Table 43. Internet Radio New Entrants and Expansion Plans

Table 44. Global Internet Radio Revenue (USD Million) by Type (2017-2022)

Table 45. Global Internet Radio Revenue Share by Type (2017-2022)

Table 46. Global Internet Radio Revenue Forecast by Type (2023-2028)

Table 47. Global Internet Radio Revenue by Application (2017-2022)

Table 48. Global Internet Radio Revenue Forecast by Application (2023-2028)

Table 49. North America Internet Radio Revenue by Type (2017-2022) & (USD Million)

Table 50. North America Internet Radio Revenue by Type (2023-2028) & (USD Million)

Table 51. North America Internet Radio Revenue by Application (2017-2022) & (USD Million)

Table 52. North America Internet Radio Revenue by Application (2023-2028) & (USD Million)

Table 53. North America Internet Radio Revenue by Country (2017-2022) & (USD Million)

Table 54. North America Internet Radio Revenue by Country (2023-2028) & (USD Million)

Table 55. Europe Internet Radio Revenue by Type (2017-2022) & (USD Million)

Table 56. Europe Internet Radio Revenue by Type (2023-2028) & (USD Million)

Table 57. Europe Internet Radio Revenue by Application (2017-2022) & (USD Million)

Table 58. Europe Internet Radio Revenue by Application (2023-2028) & (USD Million)

Table 59. Europe Internet Radio Revenue by Country (2017-2022) & (USD Million)

Table 60. Europe Internet Radio Revenue by Country (2023-2028) & (USD Million)

Table 61. Asia-Pacific Internet Radio Revenue by Type (2017-2022) & (USD Million)

Table 62. Asia-Pacific Internet Radio Revenue by Type (2023-2028) & (USD Million)

Table 63. Asia-Pacific Internet Radio Revenue by Application (2017-2022) & (USD Million)

Table 64. Asia-Pacific Internet Radio Revenue by Application (2023-2028) & (USD Million)

Table 65. Asia-Pacific Internet Radio Revenue by Region (2017-2022) & (USD Million)

Table 66. Asia-Pacific Internet Radio Revenue by Region (2023-2028) & (USD Million)

Table 67. South America Internet Radio Revenue by Type (2017-2022) & (USD Million)

Table 68. South America Internet Radio Revenue by Type (2023-2028) & (USD Million)

Table 69. South America Internet Radio Revenue by Application (2017-2022) & (USD Million)

Table 70. South America Internet Radio Revenue by Application (2023-2028) & (USD Million)

Table 71. South America Internet Radio Revenue by Country (2017-2022) & (USD Million)

Table 72. South America Internet Radio Revenue by Country (2023-2028) & (USD Million)

Table 73. Middle East & Africa Internet Radio Revenue by Type (2017-2022) & (USD Million)

Table 74. Middle East & Africa Internet Radio Revenue by Type (2023-2028) & (USD Million)

Table 75. Middle East & Africa Internet Radio Revenue by Application (2017-2022) & (USD Million)

Table 76. Middle East & Africa Internet Radio Revenue by Application (2023-2028) & (USD Million)

Table 77. Middle East & Africa Internet Radio Revenue by Country (2017-2022) & (USD Million)

Table 78. Middle East & Africa Internet Radio Revenue by Country (2023-2028) & (USD Million)

List of Figures

Figure 1. Internet Radio Picture

Figure 2. Global Internet Radio Revenue Market Share by Type in 2021

Figure 3. Subscription Service

Figure 4. Ad-Supported Radio Service

Figure 5. Internet Radio Revenue Market Share by Application in 2021

Figure 6. Live Picture

Figure 7. Audio-on-demand Picture

Figure 8. Global Internet Radio Market Size, (USD Million): 2017 VS 2021 VS 2028

Figure 9. Global Internet Radio Revenue and Forecast (2017-2028) & (USD Million)

Figure 10. Global Internet Radio Revenue Market Share by Region (2017-2028)

Figure 11. Global Internet Radio Revenue Market Share by Region in 2021

Figure 12. North America Internet Radio Revenue (USD Million) and Growth Rate (2017-2028)

Figure 13. Europe Internet Radio Revenue (USD Million) and Growth Rate (2017-2028)

Figure 14. Asia-Pacific Internet Radio Revenue (USD Million) and Growth Rate (2017-2028)

Figure 15. South America Internet Radio Revenue (USD Million) and Growth Rate (2017-2028)

Figure 16. Middle East and Africa Internet Radio Revenue (USD Million) and Growth Rate (2017-2028)

Figure 17. Internet Radio Market Drivers

Figure 18. Internet Radio Market Restraints

Figure 19. Internet Radio Market Trends

Figure 20. Apple Music Recent Developments and Future Plans

Figure 21. Amazon Music Recent Developments and Future Plans

Figure 22. Tencent Music Recent Developments and Future Plans

Figure 23. Pandora Recent Developments and Future Plans

Figure 24. IHeartRadio Recent Developments and Future Plans

Figure 25. TuneIn Recent Developments and Future Plans

Figure 26. LiveXLive Media Recent Developments and Future Plans

Figure 27. Digitally Imported, Inc. Recent Developments and Future Plans

Figure 28. Global Internet Radio Revenue Share by Players in 2021

Figure 29. Internet Radio Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2021

Figure 30. Global Top 3 Players Internet Radio Revenue Market Share in 2021

Figure 31. Global Top 10 Players Internet Radio Revenue Market Share in 2021

Figure 32. Key Players Market Share Trend (Top 3 Market Share: 2020 VS 2021 VS 2022)

Figure 33. Global Internet Radio Revenue Share by Type in 2021

Figure 34. Global Internet Radio Market Share Forecast by Type (2023-2028)

Figure 35. Global Internet Radio Revenue Share by Application in 2021

Figure 36. Global Internet Radio Market Share Forecast by Application (2023-2028)

Figure 37. North America Internet Radio Sales Market Share by Type (2017-2028)

Figure 38. North America Internet Radio Sales Market Share by Application (2017-2028)

Figure 39. North America Internet Radio Revenue Market Share by Country (2017-2028)

Figure 40. United States Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 41. Canada Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 42. Mexico Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 43. Europe Internet Radio Sales Market Share by Type (2017-2028)

Figure 44. Europe Internet Radio Sales Market Share by Application (2017-2028)

Figure 45. Europe Internet Radio Revenue Market Share by Country (2017-2028)

Figure 46. Germany Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 47. France Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 48. United Kingdom Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 49. Russia Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 50. Italy Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 51. Asia-Pacific Internet Radio Sales Market Share by Type (2017-2028)

Figure 52. Asia-Pacific Internet Radio Sales Market Share by Application (2017-2028)

Figure 53. Asia-Pacific Internet Radio Revenue Market Share by Region (2017-2028)

Figure 54. China Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 55. Japan Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 56. South Korea Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 57. India Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 58. Southeast Asia Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 59. Australia Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 60. South America Internet Radio Sales Market Share by Type (2017-2028)

Figure 61. South America Internet Radio Sales Market Share by Application (2017-2028)

Figure 62. South America Internet Radio Revenue Market Share by Country (2017-2028)

Figure 63. Brazil Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 64. Argentina Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 65. Middle East and Africa Internet Radio Sales Market Share by Type (2017-2028)

Figure 66. Middle East and Africa Internet Radio Sales Market Share by Application (2017-2028)

Figure 67. Middle East and Africa Internet Radio Revenue Market Share by Country (2017-2028)

Figure 68. Turkey Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 69. Saudi Arabia Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 70. UAE Internet Radio Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 71. Methodology

Figure 72. Research Process and Data Source