Global Biofuel Market Research Report 2021

1 Biofuel Market Overview
1.1 Product Overview and Scope of Biofuel
1.2 Biofuel Segment by Type
1.2.1 Global Biofuel Market Size Growth Rate Analysis by Type 2021 VS 2027
1.2.2 Biodiesel
1.2.3 Ethanol
1.3 Biofuel Segment by Application
1.3.1 Global Biofuel Consumption Comparison by Application: 2016 VS 2021 VS 2027
1.3.2 Aviation
1.3.3 Vehicle
1.3.4 Industrial
1.3.5 Others
1.4 Global Market Growth Prospects
1.4.1 Global Biofuel Revenue Estimates and Forecasts (2016-2027)
1.4.2 Global Biofuel Production Estimates and Forecasts (2016-2027)
1.5 Global Biofuel Market by Region
1.5.1 Global Biofuel Market Size Estimates and Forecasts by Region: 2016 VS 2021 VS 2027
1.5.2 North America Biofuel Estimates and Forecasts (2016-2027)
1.5.3 Europe Biofuel Estimates and Forecasts (2016-2027)
1.5.5 China Biofuel Estimates and Forecasts (2016-2027)
1.5.5 Japan Biofuel Estimates and Forecasts (2016-2027)

2 Market Competition by Manufacturers
2.1 Global Biofuel Production Market Share by Manufacturers (2016-2021)
2.2 Global Biofuel Revenue Market Share by Manufacturers (2016-2021)
2.3 Biofuel Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
2.4 Global Biofuel Average Price by Manufacturers (2016-2021)
2.5 Manufacturers Biofuel Production Sites, Area Served, Product Types
2.6 Biofuel Market Competitive Situation and Trends
2.6.1 Biofuel Market Concentration Rate
2.6.2 Global 5 and 10 Largest Biofuel Players Market Share by Revenue
2.6.3 Mergers & Acquisitions, Expansion

3 Production and Capacity by Region
3.1 Global Production of Biofuel Market Share by Region (2016-2021)
3.2 Global Biofuel Revenue Market Share by Region (2016-2021)
3.3 Global Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
3.4 North America Biofuel Production
3.4.1 North America Biofuel Production Growth Rate (2016-2021)
3.4.2 North America Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
3.5 Europe Biofuel Production
3.5.1 Europe Biofuel Production Growth Rate (2016-2021)
3.5.2 Europe Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
3.6 China Biofuel Production
3.6.1 China Biofuel Production Growth Rate (2016-2021)
3.6.2 China Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
3.7 Japan Biofuel Production
3.7.1 Japan Biofuel Production Growth Rate (2016-2021)
3.7.2 Japan Biofuel Production, Revenue, Price and Gross Margin (2016-2021)

4 Global Biofuel Consumption by Region
4.1 Global Biofuel Consumption by Region
4.1.1 Global Biofuel Consumption by Region
4.1.2 Global Biofuel Consumption Market Share by Region
4.2 North America
4.2.1 North America Biofuel Consumption by Country
4.2.2 U.S.
4.2.3 Canada
4.3 Europe
4.3.1 Europe Biofuel Consumption by Country
4.3.2 Germany
4.3.3 France
4.3.4 U.K.
4.3.5 Italy
4.3.6 Russia
4.4 Asia Pacific
4.4.1 Asia Pacific Biofuel Consumption by Region
4.4.2 China
4.4.3 Japan
4.4.4 South Korea
4.4.5 Taiwan
4.4.6 Southeast Asia
4.4.7 India
4.4.8 Australia
4.5 Latin America
4.5.1 Latin America Biofuel Consumption by Country
4.5.2 Mexico
4.5.3 Brazil

5 Production, Revenue, Price Trend by Type
5.1 Global Biofuel Production Market Share by Type (2016-2021)
5.2 Global Biofuel Revenue Market Share by Type (2016-2021)
5.3 Global Biofuel Price by Type (2016-2021)

6 Consumption Analysis by Application
6.1 Global Biofuel Consumption Market Share by Application (2016-2021)
6.2 Global Biofuel Consumption Growth Rate by Application (2016-2021)

7 Key Companies Profiled
7.1 Abengoa Bioenergy
7.1.1 Abengoa Bioenergy Biofuel Corporation Information
7.1.2 Abengoa Bioenergy Biofuel Product Portfolio
7.1.3 Abengoa Bioenergy Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
7.1.4 Abengoa Bioenergy Main Business and Markets Served
7.1.5 Abengoa Bioenergy Recent Developments/Updates
7.2 Cargill
7.2.1 Cargill Biofuel Corporation Information
7.2.2 Cargill Biofuel Product Portfolio
7.2.3 Cargill Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
7.2.4 Cargill Main Business and Markets Served
7.2.5 Cargill Recent Developments/Updates
7.3 BTG
7.3.1 BTG Biofuel Corporation Information
7.3.2 BTG Biofuel Product Portfolio
7.3.3 BTG Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
7.3.4 BTG Main Business and Markets Served
7.3.5 BTG Recent Developments/Updates
7.4 DowDuPont
7.4.1 DowDuPont Biofuel Corporation Information
7.4.2 DowDuPont Biofuel Product Portfolio
7.4.3 DowDuPont Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
7.4.4 DowDuPont Main Business and Markets Served
7.4.5 DowDuPont Recent Developments/Updates
7.5 Wilmar
7.5.1 Wilmar Biofuel Corporation Information
7.5.2 Wilmar Biofuel Product Portfolio
7.5.3 Wilmar Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
7.5.4 Wilmar Main Business and Markets Served
7.5.5 Wilmar Recent Developments/Updates
7.6 Renewable Energy
7.6.1 Renewable Energy Biofuel Corporation Information
7.6.2 Renewable Energy Biofuel Product Portfolio
7.6.3 Renewable Energy Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
7.6.4 Renewable Energy Main Business and Markets Served
7.6.5 Renewable Energy Recent Developments/Updates
7.7 POET
7.7.1 POET Biofuel Corporation Information
7.7.2 POET Biofuel Product Portfolio
7.7.3 POET Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
7.7.4 POET Main Business and Markets Served
7.7.5 POET Recent Developments/Updates
7.8 Archer Daniels Midland
7.8.1 Archer Daniels Midland Biofuel Corporation Information
7.8.2 Archer Daniels Midland Biofuel Product Portfolio
7.8.3 Archer Daniels Midland Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
7.8.4 Archer Daniels Midland Main Business and Markets Served
7.7.5 Archer Daniels Midland Recent Developments/Updates
7.9 VERBIO Vereinigte BioEnergie
7.9.1 VERBIO Vereinigte BioEnergie Biofuel Corporation Information
7.9.2 VERBIO Vereinigte BioEnergie Biofuel Product Portfolio
7.9.3 VERBIO Vereinigte BioEnergie Biofuel Production, Revenue, Price and Gross Margin (2016-2021)
7.9.4 VERBIO Vereinigte BioEnergie Main Business and Markets Served
7.9.5 VERBIO Vereinigte BioEnergie Recent Developments/Updates

8 Biofuel Manufacturing Cost Analysis
8.1 Biofuel Key Raw Materials Analysis
8.1.1 Key Raw Materials
8.1.2 Key Raw Materials Price Trend
8.1.3 Key Suppliers of Raw Materials
8.2 Proportion of Manufacturing Cost Structure
8.3 Manufacturing Process Analysis of Biofuel
8.4 Biofuel Industrial Chain Analysis

9 Marketing Channel, Distributors and Customers
9.1 Marketing Channel
9.2 Biofuel Distributors List
9.3 Biofuel Customers

10 Market Dynamics
10.1 Biofuel Industry Trends
10.2 Biofuel Growth Drivers
10.3 Biofuel Market Challenges
10.4 Biofuel Market Restraints

11 Production and Supply Forecast
11.1 Global Forecasted Production of Biofuel by Region (2022-2027)
11.2 North America Biofuel Production, Revenue Forecast (2022-2027)
11.3 Europe Biofuel Production, Revenue Forecast (2022-2027)
11.4 China Biofuel Production, Revenue Forecast (2022-2027)
11.5 Japan Biofuel Production, Revenue Forecast (2022-2027)

12 Consumption and Demand Forecast
12.1 Global Forecasted Demand Analysis of Biofuel
12.2 North America Forecasted Consumption of Biofuel by Country
12.3 Europe Market Forecasted Consumption of Biofuel by Country
12.4 Asia Pacific Market Forecasted Consumption of Biofuel by Region
12.5 Latin America Forecasted Consumption of Biofuel by Country
13 Forecast by Type and by Application (2022-2027)
13.1 Global Production, Revenue and Price Forecast by Type (2022-2027)
13.1.1 Global Forecasted Production of Biofuel by Type (2022-2027)
13.1.2 Global Forecasted Revenue of Biofuel by Type (2022-2027)
13.1.3 Global Forecasted Price of Biofuel by Type (2022-2027)
13.2 Global Forecasted Consumption of Biofuel by Application (2022-2027)
14 Research Finding and Conclusion

15 Methodology and Data Source
15.1 Methodology/Research Approach
15.1.1 Research Programs/Design
15.1.2 Market Size Estimation
15.1.3 Market Breakdown and Data Triangulation
15.2 Data Source
15.2.1 Secondary Sources
15.2.2 Primary Sources
15.3 Author List
15.4 Disclaimer

List of Tables
Table 1. Global Biofuel Market Size by Type (K MT) & (US$ Million) (2021 VS 2027)
Table 2. Global Biofuel Consumption (K MT) Comparison by Application: 2016 VS 2021 VS 2027
Table 3. Biofuel Market Size Comparison by Region: 2016 VS 2021 VS 2027
Table 4. Global Biofuel Production Capacity (K MT) by Manufacturers
Table 5. Global Biofuel Production (K MT) by Manufacturers (2016-2021)
Table 6. Global Biofuel Production Market Share by Manufacturers (2016-2021)
Table 7. Global Biofuel Revenue (US$ Million) by Manufacturers (2016-2021)
Table 8. Global Biofuel Revenue Share by Manufacturers (2016-2021)
Table 9. Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Biofuel as of 2020)
Table 10. Global Market Biofuel Average Price (USD/MT) of Key Manufacturers (2016-2021)
Table 11. Manufacturers Biofuel Production Sites and Area Served
Table 12. Manufacturers Biofuel Product Types
Table 13. Mergers & Acquisitions, Expansion
Table 14. Global Biofuel Production (K MT) by Region (2016-2021)
Table 15. Global Biofuel Production (K MT) by Region (2016-2021)
Table 16. Global Biofuel Revenue (US$ Million) by Region (2016-2021)
Table 17. Global Biofuel Revenue Market Share by Region (2016-2021)
Table 18. Global Biofuel Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 19. North America Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 20. Europe Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 21. China Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 22. Japan Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 23. Global Biofuel Consumption Market by Region (2016-2021) & (K MT)
Table 24. Global Biofuel Consumption Market Share by Region (2016-2021)
Table 25. North America Biofuel Consumption by Country (2016-2021) & (K MT)
Table 26. Europe Biofuel Consumption by Country (2016-2021) & (K MT)
Table 27. Asia Pacific Biofuel Consumption by Region (2016-2021) & (K MT)
Table 28. Latin America Biofuel Consumption by Countries (2016-2021) & (K MT)
Table 29. Global Biofuel Production (K MT) by Type (2016-2021)
Table 30. Global Biofuel Production Market Share by Type (2016-2021)
Table 31. Global Biofuel Revenue (US$ Million) by Type (2016-2021)
Table 32. Global Biofuel Revenue Share by Type (2016-2021)
Table 33. Global Biofuel Price (USD/MT) by Type (2016-2021)
Table 34. Global Biofuel Consumption by Application (2016-2021) & (K MT)
Table 35. Global Biofuel Consumption Market Share by Application (2016-2021)
Table 36. Global Biofuel Consumption Growth Rate by Application (2016-2021)
Table 37. Abengoa Bioenergy Biofuel Corporation Information
Table 38. Abengoa Bioenergy Specification and Application
Table 39. Abengoa Bioenergy Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 40. Abengoa Bioenergy Main Business and Markets Served
Table 41. Abengoa Bioenergy Recent Developments/Updates
Table 42. Cargill Biofuel Corporation Information
Table 43. Cargill Specification and Application
Table 44. Cargill Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 45. Cargill Main Business and Markets Served
Table 46. Cargill Recent Developments/Updates
Table 47. BTG Biofuel Corporation Information
Table 48. BTG Specification and Application
Table 49. BTG Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 50. BTG Main Business and Markets Served
Table 51. BTG Recent Developments/Updates
Table 52. DowDuPont Biofuel Corporation Information
Table 53. DowDuPont Specification and Application
Table 54. DowDuPont Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 55. DowDuPont Main Business and Markets Served
Table 56. DowDuPont Recent Developments/Updates
Table 57. Wilmar Biofuel Corporation Information
Table 58. Wilmar Specification and Application
Table 59. Wilmar Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 60. Wilmar Main Business and Markets Served
Table 61. Wilmar Recent Developments/Updates
Table 62. Renewable Energy Biofuel Corporation Information
Table 63. Renewable Energy Specification and Application
Table 64. Renewable Energy Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 65. Renewable Energy Main Business and Markets Served
Table 66. Renewable Energy Recent Developments/Updates
Table 67. POET Biofuel Corporation Information
Table 68. POET Specification and Application
Table 69. POET Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 70. POET Main Business and Markets Served
Table 71. POET Recent Developments/Updates
Table 72. Archer Daniels Midland Biofuel Corporation Information
Table 73. Archer Daniels Midland Specification and Application
Table 74. Archer Daniels Midland Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 75. Archer Daniels Midland Main Business and Markets Served
Table 76. Archer Daniels Midland Recent Developments/Updates
Table 77. VERBIO Vereinigte BioEnergie Biofuel Corporation Information
Table 78. VERBIO Vereinigte BioEnergie Specification and Application
Table 79. VERBIO Vereinigte BioEnergie Biofuel Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 80. VERBIO Vereinigte BioEnergie Main Business and Markets Served
Table 81. VERBIO Vereinigte BioEnergie Recent Developments/Updates
Table 82. Production Base and Market Concentration Rate of Raw Material
Table 83. Key Suppliers of Raw Materials
Table 84. Biofuel Distributors List
Table 85. Biofuel Customers List
Table 86. Biofuel Market Trends
Table 87. Biofuel Growth Drivers
Table 88. Biofuel Market Challenges
Table 89. Biofuel Market Restraints
Table 90. Global Biofuel Production (K MT) Forecast by Region (2022-2027)
Table 91. North America Biofuel Consumption Forecast by Country (2022-2027) & (K MT)
Table 92. Europe Biofuel Consumption Forecast by Country (2022-2027) & (K MT)
Table 93. Asia Pacific Biofuel Consumption Forecast by Region (2022-2027) & (K MT)
Table 94. Latin America Biofuel Consumption Forecast by Country (2022-2027) & (K MT)
Table 95. Global Biofuel Production Forecast by Type (2022-2027) & (K MT)
Table 96. Global Biofuel Revenue Forecast by Type (2022-2027) & (US$ Million)
Table 97. Global Biofuel Price Forecast by Type (2022-2027) & (USD/MT)
Table 98. Global Biofuel Consumption (K MT) Forecast by Application (2022-2027)
Table 99. Research Programs/Design for This Report
Table 100. Key Data Information from Secondary Sources
Table 101. Key Data Information from Primary Sources
List of Figures
Figure 1. Product Picture of Biofuel
Figure 2. Global Biofuel Market Share by Type: 2020 VS 2027
Figure 3. Biodiesel Product Picture
Figure 4. Ethanol Product Picture
Figure 5. Global Biofuel Market Share by Application: 2020 VS 2027
Figure 6. Aviation
Figure 7. Vehicle
Figure 8. Industrial
Figure 9. Others
Figure 10. Global Biofuel Revenue (US$ Million), 2016 VS 2021 VS 2027
Figure 11. Global Biofuel Revenue (US$ Million) (2016-2027)
Figure 12. Global Biofuel Production Capacity (K MT) & (2016-2027)
Figure 13. Global Biofuel Production (K MT) & (2016-2027)
Figure 14. North America Biofuel Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 15. Europe Biofuel Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 16. China Biofuel Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 17. Japan Biofuel Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 18. Biofuel Production Share by Manufacturers in 2020
Figure 19. Global Biofuel Revenue Share by Manufacturers in 2020
Figure 20. Biofuel Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2016 VS 2020
Figure 21. Global Market Biofuel Average Price (USD/MT) of Key Manufacturers in 2020
Figure 22. The Global 5 and 10 Largest Players: Market Share by Biofuel Revenue in 2020
Figure 23. Global Biofuel Production Market Share by Region (2016-2021)
Figure 24. North America Biofuel Production (K MT) Growth Rate (2016-2021)
Figure 25. Europe Biofuel Production (K MT) Growth Rate (2016-2021)
Figure 26. China Biofuel Production (K MT) Growth Rate (2016-2021)
Figure 27. Japan Biofuel Production (K MT) Growth Rate (2016-2021)
Figure 28. Global Biofuel Consumption Market Share by Region (2016-2021)
Figure 29. Global Biofuel Consumption Market Share by Region in 2020
Figure 30. North America Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 31. North America Biofuel Consumption Market Share by Country in 2020
Figure 32. Canada Biofuel Consumption Growth Rate (2016-2021) & (K MT)
Figure 33. U.S. Biofuel Consumption Growth Rate (2016-2021) & (K MT)
Figure 34. Europe Biofuel Consumption Growth Rate (2016-2021) & (K MT)
Figure 35. Europe Biofuel Consumption Market Share by Country in 2020
Figure 36. Germany America Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 37. France Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 38. U.K. Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 39. Italy Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 40. Russia Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 41. Asia Pacific Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 42. Asia Pacific Biofuel Consumption Market Share by Regions in 2020
Figure 43. China Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 44. Japan Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 45. South Korea Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 46. Taiwan Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 47. Southeast Asia Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 48. India Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 49. Australia Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 50. Latin America Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 51. Latin America Biofuel Consumption Market Share by Country in 2020
Figure 52. Mexico Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 53. Brazil Biofuel Consumption and Growth Rate (2016-2021) & (K MT)
Figure 54. Production Market Share of Biofuel by Type (2016-2021)
Figure 55. Production Market Share of Biofuel by Type in 2020
Figure 56. Revenue Share of Biofuel by Type (2016-2021)
Figure 57. Revenue Market Share of Biofuel by Type in 2020
Figure 58. Global Biofuel Consumption Market Share by Application (2016-2021)
Figure 59. Global Biofuel Consumption Market Share by Application in 2020
Figure 60. Global Biofuel Consumption Growth Rate by Application (2016-2021)
Figure 61. Key Raw Materials Price Trend
Figure 62. Manufacturing Cost Structure of Biofuel
Figure 63. Manufacturing Process Analysis of Biofuel
Figure 64. Biofuel Industrial Chain Analysis
Figure 65. Channels of Distribution
Figure 66. Distributors Profiles
Figure 67. Global Biofuel Production Market Share Forecast by Region (2022-2027)
Figure 68. North America Biofuel Production (K MT) Growth Rate Forecast (2022-2027)
Figure 69. Europe Biofuel Production (K MT) Growth Rate Forecast (2022-2027)
Figure 70. China Biofuel Production (K MT) Growth Rate Forecast (2022-2027)
Figure 71. Japan Biofuel Production (K MT) Growth Rate Forecast (2022-2027)
Figure 72. Global Forecasted Demand Analysis of Biofuel (2015-2027) & (K MT)
Figure 73. Global Biofuel Production Market Share Forecast by Type (2022-2027)
Figure 74. Global Biofuel Revenue Market Share Forecast by Type (2022-2027)
Figure 75. Global Biofuel Consumption Forecast by Application (2022-2027)
Figure 76. Bottom-up and Top-down Approaches for This Report
Figure 77. Data Triangulation

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.