Global Vanillin Market Research Report 2021

1 Vanillin Market Overview
1.1 Product Overview and Scope of Vanillin
1.2 Vanillin Segment by Type
1.2.1 Global Vanillin Market Size Growth Rate Analysis by Type 2021 VS 2027
1.2.2 Natural Vanillin
1.2.3 Chemically Synthesized Vanillin
1.2.4 Biology Vanillin
1.3 Vanillin Segment by Application
1.3.1 Global Vanillin Consumption Comparison by Application: 2016 VS 2021 VS 2027
1.3.2 Food & Beverage
1.3.3 Fragrances
1.3.4 Pharmaceuticals
1.4 Global Market Growth Prospects
1.4.1 Global Vanillin Revenue Estimates and Forecasts (2016-2027)
1.4.2 Global Vanillin Production Capacity Estimates and Forecasts (2016-2027)
1.4.3 Global Vanillin Production Estimates and Forecasts (2016-2027)
1.5 Global Vanillin Market by Region
1.5.1 Global Vanillin Market Size Estimates and Forecasts by Region: 2016 VS 2021 VS 2027
1.5.2 North America Vanillin Estimates and Forecasts (2016-2027)
1.5.3 Europe Vanillin Estimates and Forecasts (2016-2027)
1.5.5 China Vanillin Estimates and Forecasts (2016-2027)
1.5.5 Japan Vanillin Estimates and Forecasts (2016-2027)

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

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

4 Global Vanillin Consumption by Region
4.1 Global Vanillin Consumption by Region
4.1.1 Global Vanillin Consumption by Region
4.1.2 Global Vanillin Consumption Market Share by Region
4.2 North America
4.2.1 North America Vanillin Consumption by Country
4.2.2 U.S.
4.2.3 Canada
4.3 Europe
4.3.1 Europe Vanillin 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 Vanillin 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 Vanillin Consumption by Country
4.5.2 Mexico
4.5.3 Brazil

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

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

7 Key Companies Profiled
7.1 Rhodia (Solvay)
7.1.1 Rhodia (Solvay) Vanillin Corporation Information
7.1.2 Rhodia (Solvay) Vanillin Product Portfolio
7.1.3 Rhodia (Solvay) Vanillin Production Capacity, Revenue, Price and Gross Margin (2016-2021)
7.1.4 Rhodia (Solvay) Main Business and Markets Served
7.1.5 Rhodia (Solvay) Recent Developments/Updates
7.2 Borregaard
7.2.1 Borregaard Vanillin Corporation Information
7.2.2 Borregaard Vanillin Product Portfolio
7.2.3 Borregaard Vanillin Production Capacity, Revenue, Price and Gross Margin (2016-2021)
7.2.4 Borregaard Main Business and Markets Served
7.2.5 Borregaard Recent Developments/Updates
7.3 EVOLVA
7.3.1 EVOLVA Vanillin Corporation Information
7.3.2 EVOLVA Vanillin Product Portfolio
7.3.3 EVOLVA Vanillin Production Capacity, Revenue, Price and Gross Margin (2016-2021)
7.3.4 EVOLVA Main Business and Markets Served
7.3.5 EVOLVA Recent Developments/Updates
7.4 Wanglong Tech
7.4.1 Wanglong Tech Vanillin Corporation Information
7.4.2 Wanglong Tech Vanillin Product Portfolio
7.4.3 Wanglong Tech Vanillin Production Capacity, Revenue, Price and Gross Margin (2016-2021)
7.4.4 Wanglong Tech Main Business and Markets Served
7.4.5 Wanglong Tech Recent Developments/Updates
7.5 Jiaxing Zhonghua
7.5.1 Jiaxing Zhonghua Vanillin Corporation Information
7.5.2 Jiaxing Zhonghua Vanillin Product Portfolio
7.5.3 Jiaxing Zhonghua Vanillin Production Capacity, Revenue, Price and Gross Margin (2016-2021)
7.5.4 Jiaxing Zhonghua Main Business and Markets Served
7.5.5 Jiaxing Zhonghua Recent Developments/Updates
7.6 Liaoning Shixing
7.6.1 Liaoning Shixing Vanillin Corporation Information
7.6.2 Liaoning Shixing Vanillin Product Portfolio
7.6.3 Liaoning Shixing Vanillin Production Capacity, Revenue, Price and Gross Margin (2016-2021)
7.6.4 Liaoning Shixing Main Business and Markets Served
7.6.5 Liaoning Shixing Recent Developments/Updates
7.7 Shanghai Xinjia
7.7.1 Shanghai Xinjia Vanillin Corporation Information
7.7.2 Shanghai Xinjia Vanillin Product Portfolio
7.7.3 Shanghai Xinjia Vanillin Production Capacity, Revenue, Price and Gross Margin (2016-2021)
7.7.4 Shanghai Xinjia Main Business and Markets Served
7.7.5 Shanghai Xinjia Recent Developments/Updates
7.8 Zibo Svolei
7.8.1 Zibo Svolei Vanillin Corporation Information
7.8.2 Zibo Svolei Vanillin Product Portfolio
7.8.3 Zibo Svolei Vanillin Production Capacity, Revenue, Price and Gross Margin (2016-2021)
7.8.4 Zibo Svolei Main Business and Markets Served
7.7.5 Zibo Svolei Recent Developments/Updates

8 Vanillin Manufacturing Cost Analysis
8.1 Vanillin 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 Vanillin
8.4 Vanillin Industrial Chain Analysis

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

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

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

12 Consumption and Demand Forecast
12.1 Global Forecasted Demand Analysis of Vanillin
12.2 North America Forecasted Consumption of Vanillin by Country
12.3 Europe Market Forecasted Consumption of Vanillin by Country
12.4 Asia Pacific Market Forecasted Consumption of Vanillin by Region
12.5 Latin America Forecasted Consumption of Vanillin 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 Vanillin by Type (2022-2027)
13.1.2 Global Forecasted Revenue of Vanillin by Type (2022-2027)
13.1.3 Global Forecasted Price of Vanillin by Type (2022-2027)
13.2 Global Forecasted Consumption of Vanillin 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 Vanillin Market Size by Type (K MT) & (US$ Million) (2021 VS 2027)
Table 2. Global Vanillin Consumption (K MT) Comparison by Application: 2016 VS 2021 VS 2027
Table 3. Vanillin Market Size Comparison by Region: 2016 VS 2021 VS 2027
Table 4. Global Vanillin Production Capacity (K MT) by Manufacturers
Table 5. Global Vanillin Production (K MT) by Manufacturers (2016-2021)
Table 6. Global Vanillin Production Market Share by Manufacturers (2016-2021)
Table 7. Global Vanillin Revenue (US$ Million) by Manufacturers (2016-2021)
Table 8. Global Vanillin Revenue Share by Manufacturers (2016-2021)
Table 9. Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Vanillin as of 2020)
Table 10. Global Market Vanillin Average Price (USD/MT) of Key Manufacturers (2016-2021)
Table 11. Manufacturers Vanillin Production Sites and Area Served
Table 12. Manufacturers Vanillin Product Types
Table 13. Mergers & Acquisitions, Expansion
Table 14. Global Vanillin Production Capacity (K MT) by Region (2016-2021)
Table 15. Global Vanillin Production (K MT) by Region (2016-2021)
Table 16. Global Vanillin Revenue (US$ Million) by Region (2016-2021)
Table 17. Global Vanillin Revenue Market Share by Region (2016-2021)
Table 18. Global Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 19. North America Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 20. Europe Vanillin Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 21. China Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 22. Japan Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 23. Global Vanillin Consumption Market by Region (2016-2021) & (K MT)
Table 24. Global Vanillin Consumption Market Share by Region (2016-2021)
Table 25. North America Vanillin Consumption by Country (2016-2021) & (K MT)
Table 26. Europe Vanillin Consumption by Country (2016-2021) & (K MT)
Table 27. Asia Pacific Vanillin Consumption by Region (2016-2021) & (K MT)
Table 28. Latin America Vanillin Consumption by Countries (2016-2021) & (K MT)
Table 29. Global Vanillin Production (K MT) by Type (2016-2021)
Table 30. Global Vanillin Production Market Share by Type (2016-2021)
Table 31. Global Vanillin Revenue (US$ Million) by Type (2016-2021)
Table 32. Global Vanillin Revenue Share by Type (2016-2021)
Table 33. Global Vanillin Price (USD/MT) by Type (2016-2021)
Table 34. Global Vanillin Consumption by Application (2016-2021) & (K MT)
Table 35. Global Vanillin Consumption Market Share by Application (2016-2021)
Table 36. Global Vanillin Consumption Growth Rate by Application (2016-2021)
Table 37. Rhodia (Solvay) Vanillin Corporation Information
Table 38. Rhodia (Solvay) Specification and Application
Table 39. Rhodia (Solvay) Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 40. Rhodia (Solvay) Main Business and Markets Served
Table 41. Rhodia (Solvay) Recent Developments/Updates
Table 42. Borregaard Vanillin Corporation Information
Table 43. Borregaard Specification and Application
Table 44. Borregaard Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 45. Borregaard Main Business and Markets Served
Table 46. Borregaard Recent Developments/Updates
Table 47. EVOLVA Vanillin Corporation Information
Table 48. EVOLVA Specification and Application
Table 49. EVOLVA Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 50. EVOLVA Main Business and Markets Served
Table 51. EVOLVA Recent Developments/Updates
Table 52. Wanglong Tech Vanillin Corporation Information
Table 53. Wanglong Tech Specification and Application
Table 54. Wanglong Tech Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 55. Wanglong Tech Main Business and Markets Served
Table 56. Wanglong Tech Recent Developments/Updates
Table 57. Jiaxing Zhonghua Vanillin Corporation Information
Table 58. Jiaxing Zhonghua Specification and Application
Table 59. Jiaxing Zhonghua Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 60. Jiaxing Zhonghua Main Business and Markets Served
Table 61. Jiaxing Zhonghua Recent Developments/Updates
Table 62. Liaoning Shixing Vanillin Corporation Information
Table 63. Liaoning Shixing Specification and Application
Table 64. Liaoning Shixing Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 65. Liaoning Shixing Main Business and Markets Served
Table 66. Liaoning Shixing Recent Developments/Updates
Table 67. Shanghai Xinjia Vanillin Corporation Information
Table 68. Shanghai Xinjia Specification and Application
Table 69. Shanghai Xinjia Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 70. Shanghai Xinjia Main Business and Markets Served
Table 71. Shanghai Xinjia Recent Developments/Updates
Table 72. Zibo Svolei Vanillin Corporation Information
Table 73. Zibo Svolei Specification and Application
Table 74. Zibo Svolei Vanillin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2016-2021)
Table 75. Zibo Svolei Main Business and Markets Served
Table 76. Zibo Svolei Recent Developments/Updates
Table 77. Production Base and Market Concentration Rate of Raw Material
Table 78. Key Suppliers of Raw Materials
Table 79. Vanillin Distributors List
Table 80. Vanillin Customers List
Table 81. Vanillin Market Trends
Table 82. Vanillin Growth Drivers
Table 83. Vanillin Market Challenges
Table 84. Vanillin Market Restraints
Table 85. Global Vanillin Production (K MT) Forecast by Region (2022-2027)
Table 86. North America Vanillin Consumption Forecast by Country (2022-2027) & (K MT)
Table 87. Europe Vanillin Consumption Forecast by Country (2022-2027) & (K MT)
Table 88. Asia Pacific Vanillin Consumption Forecast by Region (2022-2027) & (K MT)
Table 89. Latin America Vanillin Consumption Forecast by Country (2022-2027) & (K MT)
Table 90. Global Vanillin Production Forecast by Type (2022-2027) & (K MT)
Table 91. Global Vanillin Revenue Forecast by Type (2022-2027) & (US$ Million)
Table 92. Global Vanillin Price Forecast by Type (2022-2027) & (USD/MT)
Table 93. Global Vanillin Consumption (K MT) Forecast by Application (2022-2027)
Table 94. Research Programs/Design for This Report
Table 95. Key Data Information from Secondary Sources
Table 96. Key Data Information from Primary Sources
List of Figures
Figure 1. Product Picture of Vanillin
Figure 2. Global Vanillin Market Share by Type: 2020 VS 2027
Figure 3. Natural Vanillin Product Picture
Figure 4. Chemically Synthesized Vanillin Product Picture
Figure 5. Biology Vanillin Product Picture
Figure 6. Global Vanillin Market Share by Application: 2020 VS 2027
Figure 7. Food & Beverage
Figure 8. Fragrances
Figure 9. Pharmaceuticals
Figure 10. Global Vanillin Revenue (US$ Million), 2016 VS 2021 VS 2027
Figure 11. Global Vanillin Revenue (US$ Million) (2016-2027)
Figure 12. Global Vanillin Production Capacity (K MT) & (2016-2027)
Figure 13. Global Vanillin Production (K MT) & (2016-2027)
Figure 14. North America Vanillin Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 15. Europe Vanillin Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 16. China Vanillin Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 17. Japan Vanillin Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 18. Vanillin Production Share by Manufacturers in 2020
Figure 19. Global Vanillin Revenue Share by Manufacturers in 2020
Figure 20. Vanillin Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2016 VS 2020
Figure 21. Global Market Vanillin Average Price (USD/MT) of Key Manufacturers in 2020
Figure 22. The Global 5 and 10 Largest Players: Market Share by Vanillin Revenue in 2020
Figure 23. Global Vanillin Production Market Share by Region (2016-2021)
Figure 24. North America Vanillin Production (K MT) Growth Rate (2016-2021)
Figure 25. Europe Vanillin Production (K MT) Growth Rate (2016-2021)
Figure 26. China Vanillin Production (K MT) Growth Rate (2016-2021)
Figure 27. Japan Vanillin Production (K MT) Growth Rate (2016-2021)
Figure 28. Global Vanillin Consumption Market Share by Region (2016-2021)
Figure 29. Global Vanillin Consumption Market Share by Region in 2020
Figure 30. North America Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 31. North America Vanillin Consumption Market Share by Country in 2020
Figure 32. Canada Vanillin Consumption Growth Rate (2016-2021) & (K MT)
Figure 33. U.S. Vanillin Consumption Growth Rate (2016-2021) & (K MT)
Figure 34. Europe Vanillin Consumption Growth Rate (2016-2021) & (K MT)
Figure 35. Europe Vanillin Consumption Market Share by Country in 2020
Figure 36. Germany America Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 37. France Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 38. U.K. Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 39. Italy Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 40. Russia Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 41. Asia Pacific Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 42. Asia Pacific Vanillin Consumption Market Share by Regions in 2020
Figure 43. China Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 44. Japan Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 45. South Korea Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 46. Taiwan Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 47. Southeast Asia Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 48. India Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 49. Australia Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 50. Latin America Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 51. Latin America Vanillin Consumption Market Share by Country in 2020
Figure 52. Mexico Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 53. Brazil Vanillin Consumption and Growth Rate (2016-2021) & (K MT)
Figure 54. Production Market Share of Vanillin by Type (2016-2021)
Figure 55. Production Market Share of Vanillin by Type in 2020
Figure 56. Revenue Share of Vanillin by Type (2016-2021)
Figure 57. Revenue Market Share of Vanillin by Type in 2020
Figure 58. Global Vanillin Consumption Market Share by Application (2016-2021)
Figure 59. Global Vanillin Consumption Market Share by Application in 2020
Figure 60. Global Vanillin Consumption Growth Rate by Application (2016-2021)
Figure 61. Key Raw Materials Price Trend
Figure 62. Manufacturing Cost Structure of Vanillin
Figure 63. Manufacturing Process Analysis of Vanillin
Figure 64. Vanillin Industrial Chain Analysis
Figure 65. Channels of Distribution
Figure 66. Distributors Profiles
Figure 67. Global Vanillin Production Market Share Forecast by Region (2022-2027)
Figure 68. North America Vanillin Production (K MT) Growth Rate Forecast (2022-2027)
Figure 69. Europe Vanillin Production (K MT) Growth Rate Forecast (2022-2027)
Figure 70. China Vanillin Production (K MT) Growth Rate Forecast (2022-2027)
Figure 71. Japan Vanillin Production (K MT) Growth Rate Forecast (2022-2027)
Figure 72. Global Forecasted Demand Analysis of Vanillin (2015-2027) & (K MT)
Figure 73. Global Vanillin Production Market Share Forecast by Type (2022-2027)
Figure 74. Global Vanillin Revenue Market Share Forecast by Type (2022-2027)
Figure 75. Global Vanillin 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.