Global Natural Gas Utilities Market 2022 by Company, Regions, Type and Application, Forecast to 2028

  • receipt Report ID : 103398
  • calendar_today Published On: Mar, 2022
  • file_copy Pages: 156
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The Natural Gas Utilities 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 Natural Gas Utilities market size is estimated to be worth US$ 1249.7 million in 2021 and is forecast to a readjusted size of USD 1553.6 million by 2028 with a CAGR of 3.2% during review period. Household accounting for % of the Natural Gas Utilities global market in 2021, is projected to value USD million by 2028, growing at a % CAGR in next six years. While Free Type segment is altered to a % CAGR between 2022 and 2028.

Global key companies of Natural Gas Utilities include PJSC Gazprom, Sempra Energy, PETRONAS, Centrica, and Osaka Gas, etc. In terms of revenue, the global top four players hold a share over % in 2021.

Market segmentation

Natural Gas Utilities 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

Free Type

Dissolved Type

Market segment by Application, can be divided into

Household

Commercial

Market segment by players, this report covers

PJSC Gazprom

Sempra Energy

PETRONAS

Centrica

Osaka Gas

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 Natural Gas Utilities product scope, market overview, market opportunities, market driving force and market risks.

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

Chapter 3, the Natural Gas Utilities 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 Natural Gas Utilities market forecast, by regions, type and application, with revenue, from 2023 to 2028.

Chapter 11 and 12, to describe Natural Gas Utilities 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 Market Overview

1.1 Product Overview and Scope of Natural Gas Utilities

1.2 Classification of Natural Gas Utilities by Type

1.2.1 Overview: Global Natural Gas Utilities Market Size by Type: 2017 Versus 2021 Versus 2028

1.2.2 Global Natural Gas Utilities Revenue Market Share by Type in 2021

1.2.3 Free Type

1.2.4 Dissolved Type

1.3 Global Natural Gas Utilities Market by Application

1.3.1 Overview: Global Natural Gas Utilities Market Size by Application: 2017 Versus 2021 Versus 2028

1.3.2 Household

1.3.3 Commercial

1.4 Global Natural Gas Utilities Market Size & Forecast

1.5 Global Natural Gas Utilities Market Size and Forecast by Region

1.5.1 Global Natural Gas Utilities Market Size by Region: 2017 VS 2021 VS 2028

1.5.2 Global Natural Gas Utilities Market Size by Region, (2017-2022)

1.5.3 North America Natural Gas Utilities Market Size and Prospect (2017-2028)

1.5.4 Europe Natural Gas Utilities Market Size and Prospect (2017-2028)

1.5.5 Asia-Pacific Natural Gas Utilities Market Size and Prospect (2017-2028)

1.5.6 South America Natural Gas Utilities Market Size and Prospect (2017-2028)

1.5.7 Middle East and Africa Natural Gas Utilities Market Size and Prospect (2017-2028)

1.6 Market Drivers, Restraints and Trends

1.6.1 Natural Gas Utilities Market Drivers

1.6.2 Natural Gas Utilities Market Restraints

1.6.3 Natural Gas Utilities Trends Analysis

2 Company Profiles

2 Company Profiles

2.1 PJSC Gazprom

2.1.1 PJSC Gazprom Details

2.1.2 PJSC Gazprom Major Business

2.1.3 PJSC Gazprom Natural Gas Utilities Product and Solutions

2.1.4 PJSC Gazprom Natural Gas Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.1.5 PJSC Gazprom Recent Developments and Future Plans

2.2 Sempra Energy

2.2.1 Sempra Energy Details

2.2.2 Sempra Energy Major Business

2.2.3 Sempra Energy Natural Gas Utilities Product and Solutions

2.2.4 Sempra Energy Natural Gas Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.2.5 Sempra Energy Recent Developments and Future Plans

2.3 PETRONAS

2.3.1 PETRONAS Details

2.3.2 PETRONAS Major Business

2.3.3 PETRONAS Natural Gas Utilities Product and Solutions

2.3.4 PETRONAS Natural Gas Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.3.5 PETRONAS Recent Developments and Future Plans

2.4 Centrica

2.4.1 Centrica Details

2.4.2 Centrica Major Business

2.4.3 Centrica Natural Gas Utilities Product and Solutions

2.4.4 Centrica Natural Gas Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.4.5 Centrica Recent Developments and Future Plans

2.5 Osaka Gas

2.5.1 Osaka Gas Details

2.5.2 Osaka Gas Major Business

2.5.3 Osaka Gas Natural Gas Utilities Product and Solutions

2.5.4 Osaka Gas Natural Gas Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.5.5 Osaka Gas Recent Developments and Future Plans

3 Market Competition, by Players

3 Market Competition, by Players

3.1 Global Natural Gas Utilities Revenue and Share by Players (2019, 2020, 2021, and 2022)

3.2 Market Concentration Rate

3.2.1 Top 3 Natural Gas Utilities Players Market Share in 2021

3.2.2 Top 10 Natural Gas Utilities Players Market Share in 2021

3.2.3 Market Competition Trend

3.3 Natural Gas Utilities Players Head Office, Products and Services Provided

3.4 Natural Gas Utilities Mergers & Acquisitions

3.5 Natural Gas Utilities New Entrants and Expansion Plans

4 Market Size Segment by Type

4 Market Size Segment by Type

4.1 Global Natural Gas Utilities Revenue and Market Share by Type (2017-2022)

4.2 Global Natural Gas Utilities Market Forecast by Type (2023-2028)

5 Market Size Segment by Application

5 Market Size Segment by Application

5.1 Global Natural Gas Utilities Revenue Market Share by Application (2017-2022)

5.2 Global Natural Gas Utilities Market Forecast by Application (2023-2028)

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

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

6.1 North America Natural Gas Utilities Revenue by Type (2017-2028)

6.2 North America Natural Gas Utilities Revenue by Application (2017-2028)

6.3 North America Natural Gas Utilities Market Size by Country

6.3.1 North America Natural Gas Utilities Revenue by Country (2017-2028)

6.3.2 United States Natural Gas Utilities Market Size and Forecast (2017-2028)

6.3.3 Canada Natural Gas Utilities Market Size and Forecast (2017-2028)

6.3.4 Mexico Natural Gas Utilities Market Size and Forecast (2017-2028)

7 Europe by Country, by Type, and by Application

7 Europe by Country, by Type, and by Application

7.1 Europe Natural Gas Utilities Revenue by Type (2017-2028)

7.2 Europe Natural Gas Utilities Revenue by Application (2017-2028)

7.3 Europe Natural Gas Utilities Market Size by Country

7.3.1 Europe Natural Gas Utilities Revenue by Country (2017-2028)

7.3.2 Germany Natural Gas Utilities Market Size and Forecast (2017-2028)

7.3.3 France Natural Gas Utilities Market Size and Forecast (2017-2028)

7.3.4 United Kingdom Natural Gas Utilities Market Size and Forecast (2017-2028)

7.3.5 Russia Natural Gas Utilities Market Size and Forecast (2017-2028)

7.3.6 Italy Natural Gas Utilities Market Size and Forecast (2017-2028)

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

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

8.1 Asia-Pacific Natural Gas Utilities Revenue by Type (2017-2028)

8.2 Asia-Pacific Natural Gas Utilities Revenue by Application (2017-2028)

8.3 Asia-Pacific Natural Gas Utilities Market Size by Region

8.3.1 Asia-Pacific Natural Gas Utilities Revenue by Region (2017-2028)

8.3.2 China Natural Gas Utilities Market Size and Forecast (2017-2028)

8.3.3 Japan Natural Gas Utilities Market Size and Forecast (2017-2028)

8.3.4 South Korea Natural Gas Utilities Market Size and Forecast (2017-2028)

8.3.5 India Natural Gas Utilities Market Size and Forecast (2017-2028)

8.3.6 Southeast Asia Natural Gas Utilities Market Size and Forecast (2017-2028)

8.3.7 Australia Natural Gas Utilities Market Size and Forecast (2017-2028)

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

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

9.1 South America Natural Gas Utilities Revenue by Type (2017-2028)

9.2 South America Natural Gas Utilities Revenue by Application (2017-2028)

9.3 South America Natural Gas Utilities Market Size by Country

9.3.1 South America Natural Gas Utilities Revenue by Country (2017-2028)

9.3.2 Brazil Natural Gas Utilities Market Size and Forecast (2017-2028)

9.3.3 Argentina Natural Gas Utilities Market Size and Forecast (2017-2028)

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

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

10.1 Middle East & Africa Natural Gas Utilities Revenue by Type (2017-2028)

10.2 Middle East & Africa Natural Gas Utilities Revenue by Application (2017-2028)

10.3 Middle East & Africa Natural Gas Utilities Market Size by Country

10.3.1 Middle East & Africa Natural Gas Utilities Revenue by Country (2017-2028)

10.3.2 Turkey Natural Gas Utilities Market Size and Forecast (2017-2028)

10.3.3 Saudi Arabia Natural Gas Utilities Market Size and Forecast (2017-2028)

10.3.4 UAE Natural Gas Utilities Market Size and Forecast (2017-2028)

11 Research Findings and Conclusion

11 Research Findings and Conclusion

12 Appendix

12 Appendix

12.1 Methodology

12.2 Research Process and Data Source

12.3 Disclaimer

List of Tables

Table 1. Global Natural Gas Utilities Revenue by Type, (USD Million), 2017 VS 2021 VS 2028

Table 2. Global Natural Gas Utilities Revenue by Application, (USD Million), 2017 VS 2021 VS 2028

Table 3. Global Market Natural Gas Utilities Revenue (Million USD) Comparison by Region (2017 VS 2021 VS 2028)

Table 4. Global Natural Gas Utilities Revenue (USD Million) by Region (2017-2022)

Table 5. Global Natural Gas Utilities Revenue Market Share by Region (2023-2028)

Table 6. PJSC Gazprom Corporate Information, Head Office, and Major Competitors

Table 7. PJSC Gazprom Major Business

Table 8. PJSC Gazprom Natural Gas Utilities Product and Solutions

Table 9. PJSC Gazprom Natural Gas Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 10. Sempra Energy Corporate Information, Head Office, and Major Competitors

Table 11. Sempra Energy Major Business

Table 12. Sempra Energy Natural Gas Utilities Product and Solutions

Table 13. Sempra Energy Natural Gas Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

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

Table 15. PETRONAS Major Business

Table 16. PETRONAS Natural Gas Utilities Product and Solutions

Table 17. PETRONAS Natural Gas Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

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

Table 19. Centrica Major Business

Table 20. Centrica Natural Gas Utilities Product and Solutions

Table 21. Centrica Natural Gas Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 22. Osaka Gas Corporate Information, Head Office, and Major Competitors

Table 23. Osaka Gas Major Business

Table 24. Osaka Gas Natural Gas Utilities Product and Solutions

Table 25. Osaka Gas Natural Gas Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 26. Global Natural Gas Utilities Revenue (USD Million) by Players (2019, 2020, 2021, and 2022)

Table 27. Global Natural Gas Utilities Revenue Share by Players (2019, 2020, 2021, and 2022)

Table 28. Breakdown of Natural Gas Utilities by Company Type (Tier 1, Tier 2 and Tier 3)

Table 29. Natural Gas Utilities Players Head Office, Products and Services Provided

Table 30. Natural Gas Utilities Mergers & Acquisitions in the Past Five Years

Table 31. Natural Gas Utilities New Entrants and Expansion Plans

Table 32. Global Natural Gas Utilities Revenue (USD Million) by Type (2017-2022)

Table 33. Global Natural Gas Utilities Revenue Share by Type (2017-2022)

Table 34. Global Natural Gas Utilities Revenue Forecast by Type (2023-2028)

Table 35. Global Natural Gas Utilities Revenue by Application (2017-2022)

Table 36. Global Natural Gas Utilities Revenue Forecast by Application (2023-2028)

Table 37. North America Natural Gas Utilities Revenue by Type (2017-2022) & (USD Million)

Table 38. North America Natural Gas Utilities Revenue by Type (2023-2028) & (USD Million)

Table 39. North America Natural Gas Utilities Revenue by Application (2017-2022) & (USD Million)

Table 40. North America Natural Gas Utilities Revenue by Application (2023-2028) & (USD Million)

Table 41. North America Natural Gas Utilities Revenue by Country (2017-2022) & (USD Million)

Table 42. North America Natural Gas Utilities Revenue by Country (2023-2028) & (USD Million)

Table 43. Europe Natural Gas Utilities Revenue by Type (2017-2022) & (USD Million)

Table 44. Europe Natural Gas Utilities Revenue by Type (2023-2028) & (USD Million)

Table 45. Europe Natural Gas Utilities Revenue by Application (2017-2022) & (USD Million)

Table 46. Europe Natural Gas Utilities Revenue by Application (2023-2028) & (USD Million)

Table 47. Europe Natural Gas Utilities Revenue by Country (2017-2022) & (USD Million)

Table 48. Europe Natural Gas Utilities Revenue by Country (2023-2028) & (USD Million)

Table 49. Asia-Pacific Natural Gas Utilities Revenue by Type (2017-2022) & (USD Million)

Table 50. Asia-Pacific Natural Gas Utilities Revenue by Type (2023-2028) & (USD Million)

Table 51. Asia-Pacific Natural Gas Utilities Revenue by Application (2017-2022) & (USD Million)

Table 52. Asia-Pacific Natural Gas Utilities Revenue by Application (2023-2028) & (USD Million)

Table 53. Asia-Pacific Natural Gas Utilities Revenue by Region (2017-2022) & (USD Million)

Table 54. Asia-Pacific Natural Gas Utilities Revenue by Region (2023-2028) & (USD Million)

Table 55. South America Natural Gas Utilities Revenue by Type (2017-2022) & (USD Million)

Table 56. South America Natural Gas Utilities Revenue by Type (2023-2028) & (USD Million)

Table 57. South America Natural Gas Utilities Revenue by Application (2017-2022) & (USD Million)

Table 58. South America Natural Gas Utilities Revenue by Application (2023-2028) & (USD Million)

Table 59. South America Natural Gas Utilities Revenue by Country (2017-2022) & (USD Million)

Table 60. South America Natural Gas Utilities Revenue by Country (2023-2028) & (USD Million)

Table 61. Middle East & Africa Natural Gas Utilities Revenue by Type (2017-2022) & (USD Million)

Table 62. Middle East & Africa Natural Gas Utilities Revenue by Type (2023-2028) & (USD Million)

Table 63. Middle East & Africa Natural Gas Utilities Revenue by Application (2017-2022) & (USD Million)

Table 64. Middle East & Africa Natural Gas Utilities Revenue by Application (2023-2028) & (USD Million)

Table 65. Middle East & Africa Natural Gas Utilities Revenue by Country (2017-2022) & (USD Million)

Table 66. Middle East & Africa Natural Gas Utilities Revenue by Country (2023-2028) & (USD Million)

List of Figures

Figure 1. Natural Gas Utilities Picture

Figure 2. Global Natural Gas Utilities Revenue Market Share by Type in 2021

Figure 3. Free Type

Figure 4. Dissolved Type

Figure 5. Natural Gas Utilities Revenue Market Share by Application in 2021

Figure 6. Household Picture

Figure 7. Commercial Picture

Figure 8. Global Natural Gas Utilities Market Size, (USD Million): 2017 VS 2021 VS 2028

Figure 9. Global Natural Gas Utilities Revenue and Forecast (2017-2028) & (USD Million)

Figure 10. Global Natural Gas Utilities Revenue Market Share by Region (2017-2028)

Figure 11. Global Natural Gas Utilities Revenue Market Share by Region in 2021

Figure 12. North America Natural Gas Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 13. Europe Natural Gas Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 14. Asia-Pacific Natural Gas Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 15. South America Natural Gas Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 16. Middle East and Africa Natural Gas Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 17. Natural Gas Utilities Market Drivers

Figure 18. Natural Gas Utilities Market Restraints

Figure 19. Natural Gas Utilities Market Trends

Figure 20. PJSC Gazprom Recent Developments and Future Plans

Figure 21. Sempra Energy Recent Developments and Future Plans

Figure 22. PETRONAS Recent Developments and Future Plans

Figure 23. Centrica Recent Developments and Future Plans

Figure 24. Osaka Gas Recent Developments and Future Plans

Figure 25. Global Natural Gas Utilities Revenue Share by Players in 2021

Figure 26. Natural Gas Utilities Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2021

Figure 27. Global Top 3 Players Natural Gas Utilities Revenue Market Share in 2021

Figure 28. Global Top 10 Players Natural Gas Utilities Revenue Market Share in 2021

Figure 29. Key Players Market Share Trend (Top 3 Market Share: 2020 VS 2021 VS 2022)

Figure 30. Global Natural Gas Utilities Revenue Share by Type in 2021

Figure 31. Global Natural Gas Utilities Market Share Forecast by Type (2023-2028)

Figure 32. Global Natural Gas Utilities Revenue Share by Application in 2021

Figure 33. Global Natural Gas Utilities Market Share Forecast by Application (2023-2028)

Figure 34. North America Natural Gas Utilities Sales Market Share by Type (2017-2028)

Figure 35. North America Natural Gas Utilities Sales Market Share by Application (2017-2028)

Figure 36. North America Natural Gas Utilities Revenue Market Share by Country (2017-2028)

Figure 37. United States Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 38. Canada Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 39. Mexico Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 40. Europe Natural Gas Utilities Sales Market Share by Type (2017-2028)

Figure 41. Europe Natural Gas Utilities Sales Market Share by Application (2017-2028)

Figure 42. Europe Natural Gas Utilities Revenue Market Share by Country (2017-2028)

Figure 43. Germany Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 44. France Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 45. United Kingdom Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 46. Russia Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 47. Italy Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 48. Asia-Pacific Natural Gas Utilities Sales Market Share by Type (2017-2028)

Figure 49. Asia-Pacific Natural Gas Utilities Sales Market Share by Application (2017-2028)

Figure 50. Asia-Pacific Natural Gas Utilities Revenue Market Share by Region (2017-2028)

Figure 51. China Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 52. Japan Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 53. South Korea Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 54. India Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 55. Southeast Asia Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 56. Australia Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 57. South America Natural Gas Utilities Sales Market Share by Type (2017-2028)

Figure 58. South America Natural Gas Utilities Sales Market Share by Application (2017-2028)

Figure 59. South America Natural Gas Utilities Revenue Market Share by Country (2017-2028)

Figure 60. Brazil Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 61. Argentina Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 62. Middle East and Africa Natural Gas Utilities Sales Market Share by Type (2017-2028)

Figure 63. Middle East and Africa Natural Gas Utilities Sales Market Share by Application (2017-2028)

Figure 64. Middle East and Africa Natural Gas Utilities Revenue Market Share by Country (2017-2028)

Figure 65. Turkey Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 66. Saudi Arabia Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 67. UAE Natural Gas Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 68. Methodology

Figure 69. Research Process and Data Source

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