The Natural Language Processing for Finance 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 Natural Language Processing for Finance 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 Natural Language Processing for Finance market size is expected to grow at a CAGR of XX% for the next five years. Market segmentation Natural Language Processing for Finance 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 Sentiment Analysis Name Matching and KYC Sell-Side Research Document Management Risk Monitoring Credit Scoring Customer Service Market segment by Application, can be divided into Commercial Banks Investment Banks Asset Management Company Individual Investors Market segment by players, this report covers Bloomberg Yahoo Google Finance Bank of America ICBC JP Morgan Ant Group 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 Language Processing for Finance product scope, market overview, market opportunities, market driving force and market risks. Chapter 2, to profile the top players of Natural Language Processing for Finance, with revenue, gross margin and global market share of Natural Language Processing for Finance from 2019 to 2021. Chapter 3, the Natural Language Processing for Finance 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 Natural Language Processing for Finance market forecast, by regions, type and application, with revenue, from 2021 to 2026. Chapter 11 and 12, to describe Natural Language Processing for Finance research findings and conclusion, appendix and data source.
1 Market Overview 1.1 Product Overview and Scope of Natural Language Processing for Finance 1.2 Classification of Natural Language Processing for Finance by Type 1.2.1 Overview: Global Natural Language Processing for Finance Market Size by Type: 2020 Versus 2021 Versus 2026 1.2.2 Global Natural Language Processing for Finance Revenue Market Share by Type in 2020 1.2.3 Sentiment Analysis 1.2.4 Name Matching and KYC 1.2.5 Sell-Side Research 1.2.6 Document Management 1.2.7 Risk Monitoring 1.2.8 Credit Scoring 1.2.9 Customer Service 1.3 Global Natural Language Processing for Finance Market by Application 1.3.1 Overview: Global Natural Language Processing for Finance Market Size by Application: 2020 Versus 2021 Versus 2026 1.3.2 Commercial Banks 1.3.3 Investment Banks 1.3.4 Asset Management Company 1.3.5 Individual Investors 1.4 Global Natural Language Processing for Finance Market Size & Forecast 1.5 Global Natural Language Processing for Finance Market Size and Forecast by Region 1.5.1 Global Natural Language Processing for Finance Market Size by Region: 2016 VS 2021 VS 2026 1.5.2 Global Natural Language Processing for Finance Market Size by Region, (2016-2021) 1.5.3 North America Natural Language Processing for Finance Market Size and Prospect (2016-2026) 1.5.4 Europe Natural Language Processing for Finance Market Size and Prospect (2016-2026) 1.5.5 Asia-Pacific Natural Language Processing for Finance Market Size and Prospect (2016-2026) 1.5.6 South America Natural Language Processing for Finance Market Size and Prospect (2016-2026) 1.5.7 Middle East and Africa Natural Language Processing for Finance Market Size and Prospect (2016-2026) 1.6 Market Drivers, Restraints and Trends 1.6.1 Natural Language Processing for Finance Market Drivers 1.6.2 Natural Language Processing for Finance Market Restraints 1.6.3 Natural Language Processing for Finance Trends Analysis 2 Company Profiles 2.1 Bloomberg 2.1.1 Bloomberg Details 2.1.2 Bloomberg Major Business 2.1.3 Bloomberg Natural Language Processing for Finance Product and Solutions 2.1.4 Bloomberg Natural Language Processing for Finance Revenue, Gross Margin and Market Share (2019-2021) 2.1.5 Bloomberg Recent Developments and Future Plans 2.2 Yahoo 2.2.1 Yahoo Details 2.2.2 Yahoo Major Business 2.2.3 Yahoo Natural Language Processing for Finance Product and Solutions 2.2.4 Yahoo Natural Language Processing for Finance Revenue, Gross Margin and Market Share (2019-2021) 2.2.5 Yahoo Recent Developments and Future Plans 2.3 Google Finance 2.3.1 Google Finance Details 2.3.2 Google Finance Major Business 2.3.3 Google Finance Natural Language Processing for Finance Product and Solutions 2.3.4 Google Finance Natural Language Processing for Finance Revenue, Gross Margin and Market Share (2019-2021) 2.3.5 Google Finance Recent Developments and Future Plans 2.4 Bank of America 2.4.1 Bank of America Details 2.4.2 Bank of America Major Business 2.4.3 Bank of America Natural Language Processing for Finance Product and Solutions 2.4.4 Bank of America Natural Language Processing for Finance Revenue, Gross Margin and Market Share (2019-2021) 2.4.5 Bank of America Recent Developments and Future Plans 2.5 ICBC 2.5.1 ICBC Details 2.5.2 ICBC Major Business 2.5.3 ICBC Natural Language Processing for Finance Product and Solutions 2.5.4 ICBC Natural Language Processing for Finance Revenue, Gross Margin and Market Share (2019-2021) 2.5.5 ICBC Recent Developments and Future Plans 2.6 JP Morgan 2.6.1 JP Morgan Details 2.6.2 JP Morgan Major Business 2.6.3 JP Morgan Natural Language Processing for Finance Product and Solutions 2.6.4 JP Morgan Natural Language Processing for Finance Revenue, Gross Margin and Market Share (2019-2021) 2.6.5 JP Morgan Recent Developments and Future Plans 2.7 Ant Group 2.7.1 Ant Group Details 2.7.2 Ant Group Major Business 2.7.3 Ant Group Natural Language Processing for Finance Product and Solutions 2.7.4 Ant Group Natural Language Processing for Finance Revenue, Gross Margin and Market Share (2019-2021) 2.7.5 Ant Group Recent Developments and Future Plans 3 Market Competition, by Players 3.1 Global Natural Language Processing for Finance Revenue and Share by Players (2019-2021) 3.2 Market Concentration Rate 3.2.1 Top 3 Natural Language Processing for Finance Players Market Share 3.2.2 Top 10 Natural Language Processing for Finance Players Market Share 3.2.3 Market Competition Trend 3.3 Natural Language Processing for Finance 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 Natural Language Processing for Finance Revenue and Market Share by Type (2016-2021) 4.2 Global Natural Language Processing for Finance Market Forecast by Type (2021-2026) 5 Market Size Segment by Application 5.1 Global Natural Language Processing for Finance Revenue Market Share by Application (2016-2021) 5.2 Natural Language Processing for Finance Market Forecast by Application (2021-2026) 6 North America by Country, by Type, and by Application 6.1 North America Natural Language Processing for Finance Revenue by Type (2016-2026) 6.2 North America Natural Language Processing for Finance Revenue by Application (2016-2026) 6.3 North America Natural Language Processing for Finance Market Size by Country 6.3.1 North America Natural Language Processing for Finance Revenue by Country (2016-2026) 6.3.2 United States Natural Language Processing for Finance Market Size and Forecast (2016-2026) 6.3.3 Canada Natural Language Processing for Finance Market Size and Forecast (2016-2026) 6.3.4 Mexico Natural Language Processing for Finance Market Size and Forecast (2016-2026) 7 Europe by Country, by Type, and by Application 7.1 Europe Natural Language Processing for Finance Revenue by Type (2016-2026) 7.2 Europe Natural Language Processing for Finance Revenue by Application (2016-2026) 7.3 Europe Natural Language Processing for Finance Market Size by Country 7.3.1 Europe Natural Language Processing for Finance Revenue by Country (2016-2026) 7.3.2 Germany Natural Language Processing for Finance Market Size and Forecast (2016-2026) 7.3.3 France Natural Language Processing for Finance Market Size and Forecast (2016-2026) 7.3.4 United Kingdom Natural Language Processing for Finance Market Size and Forecast (2016-2026) 7.3.5 Russia Natural Language Processing for Finance Market Size and Forecast (2016-2026) 7.3.6 Italy Natural Language Processing for Finance Market Size and Forecast (2016-2026) 8 Asia-Pacific by Region, by Type, and by Application 8.1 Asia-Pacific Natural Language Processing for Finance Revenue by Type (2016-2026) 8.2 Asia-Pacific Natural Language Processing for Finance Revenue by Application (2016-2026) 8.3 Asia-Pacific Natural Language Processing for Finance Market Size by Region 8.3.1 Asia-Pacific Natural Language Processing for Finance Revenue by Region (2016-2026) 8.3.2 China Natural Language Processing for Finance Market Size and Forecast (2016-2026) 8.3.3 Japan Natural Language Processing for Finance Market Size and Forecast (2016-2026) 8.3.4 South Korea Natural Language Processing for Finance Market Size and Forecast (2016-2026) 8.3.5 India Natural Language Processing for Finance Market Size and Forecast (2016-2026) 8.3.6 Southeast Asia Natural Language Processing for Finance Market Size and Forecast (2016-2026) 8.3.7 Australia Natural Language Processing for Finance Market Size and Forecast (2016-2026) 9 South America by Country, by Type, and by Application 9.1 South America Natural Language Processing for Finance Revenue by Type (2016-2026) 9.2 South America Natural Language Processing for Finance Revenue by Application (2016-2026) 9.3 South America Natural Language Processing for Finance Market Size by Country 9.3.1 South America Natural Language Processing for Finance Revenue by Country (2016-2026) 9.3.2 Brazil Natural Language Processing for Finance Market Size and Forecast (2016-2026) 9.3.3 Argentina Natural Language Processing for Finance Market Size and Forecast (2016-2026) 10 Middle East & Africa by Country, by Type, and by Application 10.1 Middle East & Africa Natural Language Processing for Finance Revenue by Type (2016-2026) 10.2 Middle East & Africa Natural Language Processing for Finance Revenue by Application (2016-2026) 10.3 Middle East & Africa Natural Language Processing for Finance Market Size by Country 10.3.1 Middle East & Africa Natural Language Processing for Finance Revenue by Country (2016-2026) 10.3.2 Turkey Natural Language Processing for Finance Market Size and Forecast (2016-2026) 10.3.3 Saudi Arabia Natural Language Processing for Finance Market Size and Forecast (2016-2026) 10.3.4 UAE Natural Language Processing for Finance 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 Natural Language Processing for Finance Revenue by Type, (USD Million), 2020 VS 2021 VS 2026 Table 2. Global Natural Language Processing for Finance Revenue by Application, (USD Million), 2020 VS 2021 VS 2026 Table 3. Global Market Natural Language Processing for Finance Revenue (Million USD) Comparison by Region (2016 VS 2021 VS 2026) Table 4. Global Natural Language Processing for Finance Revenue (USD Million) by Region (2016-2021) Table 5. Global Natural Language Processing for Finance Revenue Market Share by Region (2021-2026) Table 6. Bloomberg Corporate Information, Head Office, and Major Competitors Table 7. Bloomberg Major Business Table 8. Bloomberg Natural Language Processing for Finance Product and Solutions Table 9. Bloomberg Natural Language Processing for Finance Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 10. Yahoo Corporate Information, Head Office, and Major Competitors Table 11. Yahoo Major Business Table 12. Yahoo Natural Language Processing for Finance Product and Solutions Table 13. Yahoo Natural Language Processing for Finance Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 14. Google Finance Corporate Information, Head Office, and Major Competitors Table 15. Google Finance Major Business Table 16. Google Finance Natural Language Processing for Finance Product and Solutions Table 17. Google Finance Natural Language Processing for Finance Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 18. Bank of America Corporate Information, Head Office, and Major Competitors Table 19. Bank of America Major Business Table 20. Bank of America Natural Language Processing for Finance Product and Solutions Table 21. Bank of America Natural Language Processing for Finance Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 22. ICBC Corporate Information, Head Office, and Major Competitors Table 23. ICBC Major Business Table 24. ICBC Natural Language Processing for Finance Product and Solutions Table 25. ICBC Natural Language Processing for Finance Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 26. JP Morgan Corporate Information, Head Office, and Major Competitors Table 27. JP Morgan Major Business Table 28. JP Morgan Natural Language Processing for Finance Product and Solutions Table 29. JP Morgan Natural Language Processing for Finance Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 30. Ant Group Corporate Information, Head Office, and Major Competitors Table 31. Ant Group Major Business Table 32. Ant Group Natural Language Processing for Finance Product and Solutions Table 33. Ant Group Natural Language Processing for Finance Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 34. Global Natural Language Processing for Finance Revenue (USD Million) by Players (2019-2021) Table 35. Global Natural Language Processing for Finance Revenue Share by Players (2019-2021) Table 36. Breakdown of Natural Language Processing for Finance by Company Type (Tier 1, Tier 2 and Tier 3) Table 37. Natural Language Processing for Finance Players Head Office, Products and Services Provided Table 38. Natural Language Processing for Finance Mergers & Acquisitions in the Past Five Years Table 39. Natural Language Processing for Finance New Entrants and Expansion Plans Table 40. Global Natural Language Processing for Finance Revenue (USD Million) by Type (2016-2021) Table 41. Global Natural Language Processing for Finance Revenue Share by Type (2016-2021) Table 42. Global Natural Language Processing for Finance Revenue Forecast by Type (2021-2026) Table 43. Global Natural Language Processing for Finance Revenue by Application (2016-2021) Table 44. Global Natural Language Processing for Finance Revenue Forecast by Application (2021-2026) Table 45. North America Natural Language Processing for Finance Revenue by Type (2016-2021) & (USD Million) Table 46. North America Natural Language Processing for Finance Revenue by Type (2021-2026) & (USD Million) Table 47. North America Natural Language Processing for Finance Revenue by Application (2016-2021) & (USD Million) Table 48. North America Natural Language Processing for Finance Revenue by Application (2021-2026) & (USD Million) Table 49. North America Natural Language Processing for Finance Revenue by Country (2016-2021) & (USD Million) Table 50. North America Natural Language Processing for Finance Revenue by Country (2021-2026) & (USD Million) Table 51. Europe Natural Language Processing for Finance Revenue by Type (2016-2021) & (USD Million) Table 52. Europe Natural Language Processing for Finance Revenue by Type (2021-2026) & (USD Million) Table 53. Europe Natural Language Processing for Finance Revenue by Application (2016-2021) & (USD Million) Table 54. Europe Natural Language Processing for Finance Revenue by Application (2021-2026) & (USD Million) Table 55. Europe Natural Language Processing for Finance Revenue by Country (2016-2021) & (USD Million) Table 56. Europe Natural Language Processing for Finance Revenue by Country (2021-2026) & (USD Million) Table 57. Asia-Pacific Natural Language Processing for Finance Revenue by Type (2016-2021) & (USD Million) Table 58. Asia-Pacific Natural Language Processing for Finance Revenue by Type (2021-2026) & (USD Million) Table 59. Asia-Pacific Natural Language Processing for Finance Revenue by Application (2016-2021) & (USD Million) Table 60. Asia-Pacific Natural Language Processing for Finance Revenue by Application (2021-2026) & (USD Million) Table 61. Asia-Pacific Natural Language Processing for Finance Revenue by Region (2016-2021) & (USD Million) Table 62. Asia-Pacific Natural Language Processing for Finance Revenue by Region (2021-2026) & (USD Million) Table 63. South America Natural Language Processing for Finance Revenue by Type (2016-2021) & (USD Million) Table 64. South America Natural Language Processing for Finance Revenue by Type (2021-2026) & (USD Million) Table 65. South America Natural Language Processing for Finance Revenue by Application (2016-2021) & (USD Million) Table 66. South America Natural Language Processing for Finance Revenue by Application (2021-2026) & (USD Million) Table 67. South America Natural Language Processing for Finance Revenue by Country (2016-2021) & (USD Million) Table 68. South America Natural Language Processing for Finance Revenue by Country (2021-2026) & (USD Million) Table 69. Middle East & Africa Natural Language Processing for Finance Revenue by Type (2016-2021) & (USD Million) Table 70. Middle East & Africa Natural Language Processing for Finance Revenue by Type (2021-2026) & (USD Million) Table 71. Middle East & Africa Natural Language Processing for Finance Revenue by Application (2016-2021) & (USD Million) Table 72. Middle East & Africa Natural Language Processing for Finance Revenue by Application (2021-2026) & (USD Million) Table 73. Middle East & Africa Natural Language Processing for Finance Revenue by Country (2016-2021) & (USD Million) Table 74. Middle East & Africa Natural Language Processing for Finance Revenue by Country (2021-2026) & (USD Million) List of Figures Figure 1. Natural Language Processing for Finance Picture Figure 2. Global Natural Language Processing for Finance Revenue Market Share by Type in 2020 Figure 3. Sentiment Analysis Figure 4. Name Matching and KYC Figure 5. Sell-Side Research Figure 6. Document Management Figure 7. Risk Monitoring Figure 8. Credit Scoring Figure 9. Customer Service Figure 10. Natural Language Processing for Finance Revenue Market Share by Application in 2020 Figure 11. Commercial Banks Picture Figure 12. Investment Banks Picture Figure 13. Asset Management Company Picture Figure 14. Individual Investors Picture Figure 15. Global Natural Language Processing for Finance Revenue, (USD Million): 2020 VS 2021 VS 2026 Figure 16. Global Natural Language Processing for Finance Revenue and Forecast (2016-2026) & (USD Million) Figure 17. Global Natural Language Processing for Finance Revenue Market Share by Region (2016-2026) Figure 18. Global Natural Language Processing for Finance Revenue Market Share by Region in 2020 Figure 19. North America Natural Language Processing for Finance Revenue (USD Million) and Growth Rate (2016-2026) Figure 20. Europe Natural Language Processing for Finance Revenue (USD Million) and Growth Rate (2016-2026) Figure 21. Asia-Pacific Natural Language Processing for Finance Revenue (USD Million) and Growth Rate (2016-2026) Figure 22. South America Natural Language Processing for Finance Revenue (USD Million) and Growth Rate (2016-2026) Figure 23. Middle East and Africa Natural Language Processing for Finance Revenue (USD Million) and Growth Rate (2016-2026) Figure 24. Natural Language Processing for Finance Market Drivers Figure 25. Natural Language Processing for Finance Market Restraints Figure 26. Natural Language Processing for Finance Market Trends Figure 27. Bloomberg Recent Developments and Future Plans Figure 28. Yahoo Recent Developments and Future Plans Figure 29. Google Finance Recent Developments and Future Plans Figure 30. Bank of America Recent Developments and Future Plans Figure 31. ICBC Recent Developments and Future Plans Figure 32. JP Morgan Recent Developments and Future Plans Figure 33. Ant Group Recent Developments and Future Plans Figure 34. Global Natural Language Processing for Finance Revenue Share by Players in 2020 Figure 35. Natural Language Processing for Finance Market Share by Company Type (Tier 1, Tier 2 and Tier 3) Figure 36. Global Top 3 Players Natural Language Processing for Finance Revenue Market Share in 2020 Figure 37. Global Top 10 Players Natural Language Processing for Finance Revenue Market Share in 2020 Figure 38. Key Players Market Share Trend (Top 3 Market Share: 2019 VS 2020 VS 2021) Figure 39. Global Natural Language Processing for Finance Revenue Share by Type in 2020 Figure 40. Global Natural Language Processing for Finance Market Share Forecast by Type (2021-2026) Figure 41. Global Natural Language Processing for Finance Revenue Share by Application in 2020 Figure 42. Global Natural Language Processing for Finance Market Share Forecast by Application (2021-2026) Figure 43. North America Natural Language Processing for Finance Sales Market Share by Type (2016-2026) Figure 44. North America Natural Language Processing for Finance Sales Market Share by Application (2016-2026) Figure 45. North America Natural Language Processing for Finance Revenue Market Share by Country (2016-2026) Figure 46. United States Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 47. Canada Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 48. Mexico Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 49. Europe Natural Language Processing for Finance Sales Market Share by Type (2016-2026) Figure 50. Europe Natural Language Processing for Finance Sales Market Share by Application (2016-2026) Figure 51. Europe Natural Language Processing for Finance Revenue Market Share by Country (2016-2026) Figure 52. Germany Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 53. France Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 54. United Kingdom Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 55. Russia Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 56. Italy Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 57. Asia-Pacific Natural Language Processing for Finance Sales Market Share by Type (2016-2026) Figure 58. Asia-Pacific Natural Language Processing for Finance Sales Market Share by Application (2016-2026) Figure 59. Asia-Pacific Natural Language Processing for Finance Revenue Market Share by Region (2016-2026) Figure 60. China Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 61. Japan Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 62. South Korea Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 63. India Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 64. Southeast Asia Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 65. Australia Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 66. South America Natural Language Processing for Finance Sales Market Share by Type (2016-2026) Figure 67. South America Natural Language Processing for Finance Sales Market Share by Application (2016-2026) Figure 68. South America Natural Language Processing for Finance Revenue Market Share by Country (2016-2026) Figure 69. Brazil Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 70. Argentina Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 71. Middle East and Africa Natural Language Processing for Finance Sales Market Share by Type (2016-2026) Figure 72. Middle East and Africa Natural Language Processing for Finance Sales Market Share by Application (2016-2026) Figure 73. Middle East and Africa Natural Language Processing for Finance Revenue Market Share by Country (2016-2026) Figure 74. Turkey Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 75. Saudi Arabia Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 76. UAE Natural Language Processing for Finance Revenue and Growth Rate (2016-2026) & (USD Million) Figure 77. Methodology Figure 78. Research Process and Data Source