Global Sage Herbs Market Report & Forecast 2022-2028

1 Study Coverage
1.1 Sage Herbs Product Introduction
1.2 Global Sage Herbs Outlook 2017 VS 2022 VS 2028
1.2.1 Global Sage Herbs Sales in US$ Million for the Year 2017-2028
1.2.2 Global Sage Herbs Sales in Volume for the Year 2017-2028
1.3 United States Sage Herbs Outlook 2017 VS 2022 VS 2028
1.3.1 United States Sage Herbs Sales in US$ Million for the Year 2017-2028
1.3.2 United States Sage Herbs Sales in Volume for the Year 2017-2028
1.4 Sage Herbs Market Size, United States VS Global, 2017 VS 2022 VS 2028
1.4.1 The Market Share of United States Sage Herbs in Global, 2017 VS 2022 VS 2028
1.4.2 The Growth Rate of Sage Herbs Market Size, United States VS Global, 2017 VS 2022 VS 2028
1.5 Sage Herbs Market Dynamics
1.5.1 Sage Herbs Industry Trends
1.5.2 Sage Herbs Market Drivers
1.5.3 Sage Herbs Market Challenges
1.5.4 Sage Herbs Market Restraints
1.6 Study Objectives
1.7 Years Considered
2 Market by Type
2.1 Sage Herbs Market Segment by Type
2.1.1 Organic Sage Herb
2.1.2 Conventional Sage Herb
2.2 Global Sage Herbs Market Size by Type
2.2.1 Global Sage Herbs Sales in Value, by Type (2017, 2022 & 2028)
2.2.2 Global Sage Herbs Sales in Volume, by Type (2017, 2022 & 2028)
2.2.3 Global Sage Herbs Average Selling Price (ASP) by Type (2017, 2022 & 2028)
2.3 United States Sage Herbs Market Size by Type
2.3.1 United States Sage Herbs Sales in Value, by Type (2017, 2022 & 2028)
2.3.2 United States Sage Herbs Sales in Volume, by Type (2017, 2022 & 2028)
2.3.3 United States Sage Herbs Average Selling Price (ASP) by Type (2017, 2022 & 2028)
3 Market by Application
3.1 Sage Herbs Market Segment by Application
3.1.1 Food and Beverage
3.1.2 Dietary Supplements
3.1.3 Personal Care and Cosmetics
3.1.4 Others
3.2 Global Sage Herbs Market Size by Application
3.2.1 Global Sage Herbs Sales in Value, by Application (2017, 2022 & 2028)
3.2.2 Global Sage Herbs Sales in Volume, by Application (2017, 2022 & 2028)
3.3.3 Global Sage Herbs Average Selling Price (ASP) by Application (2017, 2022 & 2028)
3.3 United States Sage Herbs Market Size by Application
3.3.1 United States Sage Herbs Sales in Value, by Application (2017, 2022 & 2028)
3.3.2 United States Sage Herbs Sales in Volume, by Application (2017, 2022 & 2028)
3.3.3 United States Sage Herbs Average Selling Price (ASP) by Application (2017, 2022 & 2028)
4 Global Sage Herbs Competitor Landscape by Company
4.1 Global Sage Herbs Market Size by Company
4.1.1 Top Global Sage Herbs Manufacturers Ranked by Revenue (2021)
4.1.2 Global Sage Herbs Revenue by Manufacturer (2017-2022)
4.1.3 Global Sage Herbs Sales by Manufacturer (2017-2022)
4.1.4 Global Sage Herbs Price by Manufacturer (2017-2022)
4.2 Global Sage Herbs Concentration Ratio (CR)
4.2.1 Sage Herbs Market Concentration Ratio (CR) (2017-2022)
4.2.2 Global Top 5 and Top 10 Largest Manufacturers of Sage Herbs in 2021
4.2.3 Global Sage Herbs Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
4.3 Global Sage Herbs Manufacturing Base Distribution, Product Type
4.3.1 Global Sage Herbs Manufacturers, Headquarters and Distribution of Producing Region
4.3.2 Manufacturers Sage Herbs Product Type
4.3.3 Date of International Manufacturers Enter into Sage Herbs Market
4.4 Manufacturers Mergers & Acquisitions, Expansion Plans
4.5 United States Sage Herbs Market Size by Company
4.5.1 Top Sage Herbs Players in United States, Ranked by Revenue (2021)
4.5.2 United States Sage Herbs Revenue by Players (2020, 2021 & 2022)
4.5.3 United States Sage Herbs Sales by Players (2020, 2021 & 2022)
5 Global Sage Herbs Market Size by Region
5.1 Global Sage Herbs Market Size by Region: 2017 VS 2022 VS 2028
5.2 Global Sage Herbs Market Size in Volume by Region (2017-2028)
5.2.1 Global Sage Herbs Sales in Volume by Region: 2017-2022
5.2.2 Global Sage Herbs Sales in Volume Forecast by Region (2023-2028)
5.3 Global Sage Herbs Market Size in Value by Region (2017-2028)
5.3.1 Global Sage Herbs Sales in Value by Region: 2017-2022
5.3.2 Global Sage Herbs Sales in Value by Region: 2023-2028
6 Segment in Region Level & Country Level
6.1 North America
6.1.1 North America Sage Herbs Market Size YoY Growth 2017-2028
6.1.2 North America Sage Herbs Market Facts & Figures by Country (2017, 2022 & 2028)
6.1.3 U.S.
6.1.4 Canada
6.2 Asia-Pacific
6.2.1 Asia-Pacific Sage Herbs Market Size YoY Growth 2017-2028
6.2.2 Asia-Pacific Sage Herbs Market Facts & Figures by Region (2017, 2022 & 2028)
6.2.3 China
6.2.4 Japan
6.2.5 South Korea
6.2.6 India
6.2.7 Australia
6.2.8 Taiwan
6.2.9 Indonesia
6.2.10 Thailand
6.2.11 Malaysia
6.2.12 Philippines
6.3 Europe
6.3.1 Europe Sage Herbs Market Size YoY Growth 2017-2028
6.3.2 Europe Sage Herbs Market Facts & Figures by Country (2017, 2022 & 2028)
6.3.3 Germany
6.3.4 France
6.3.5 U.K.
6.3.6 Italy
6.3.7 Russia
6.4 Latin America
6.4.1 Latin America Sage Herbs Market Size YoY Growth 2017-2028
6.4.2 Latin America Sage Herbs Market Facts & Figures by Country (2017, 2022 & 2028)
6.4.3 Mexico
6.4.4 Brazil
6.4.5 Argentina
6.5 Middle East and Africa
6.5.1 Middle East and Africa Sage Herbs Market Size YoY Growth 2017-2028
6.5.2 Middle East and Africa Sage Herbs Market Facts & Figures by Country (2017, 2022 & 2028)
6.5.3 Turkey
6.5.4 Saudi Arabia
6.5.5 U.A.E
7 Company Profiles
7.1 Doehler
7.1.1 Doehler Corporation Information
7.1.2 Doehler Description and Business Overview
7.1.3 Doehler Sage Herbs Sales, Revenue and Gross Margin (2017-2022)
7.1.4 Doehler Sage Herbs Products Offered
7.1.5 Doehler Recent Development
7.2 McCormick
7.2.1 McCormick Corporation Information
7.2.2 McCormick Description and Business Overview
7.2.3 McCormick Sage Herbs Sales, Revenue and Gross Margin (2017-2022)
7.2.4 McCormick Sage Herbs Products Offered
7.2.5 McCormick Recent Development
7.3 Bristol Botanicals
7.3.1 Bristol Botanicals Corporation Information
7.3.2 Bristol Botanicals Description and Business Overview
7.3.3 Bristol Botanicals Sage Herbs Sales, Revenue and Gross Margin (2017-2022)
7.3.4 Bristol Botanicals Sage Herbs Products Offered
7.3.5 Bristol Botanicals Recent Development
7.4 Bio Botanica
7.4.1 Bio Botanica Corporation Information
7.4.2 Bio Botanica Description and Business Overview
7.4.3 Bio Botanica Sage Herbs Sales, Revenue and Gross Margin (2017-2022)
7.4.4 Bio Botanica Sage Herbs Products Offered
7.4.5 Bio Botanica Recent Development
7.5 Sabinsa
7.5.1 Sabinsa Corporation Information
7.5.2 Sabinsa Description and Business Overview
7.5.3 Sabinsa Sage Herbs Sales, Revenue and Gross Margin (2017-2022)
7.5.4 Sabinsa Sage Herbs Products Offered
7.5.5 Sabinsa Recent Development
7.6 Symrise
7.6.1 Symrise Corporation Information
7.6.2 Symrise Description and Business Overview
7.6.3 Symrise Sage Herbs Sales, Revenue and Gross Margin (2017-2022)
7.6.4 Symrise Sage Herbs Products Offered
7.6.5 Symrise Recent Development
7.7 Swanson Health Products
7.7.1 Swanson Health Products Corporation Information
7.7.2 Swanson Health Products Description and Business Overview
7.7.3 Swanson Health Products Sage Herbs Sales, Revenue and Gross Margin (2017-2022)
7.7.4 Swanson Health Products Sage Herbs Products Offered
7.7.5 Swanson Health Products Recent Development
7.8 Solgar
7.8.1 Solgar Corporation Information
7.8.2 Solgar Description and Business Overview
7.8.3 Solgar Sage Herbs Sales, Revenue and Gross Margin (2017-2022)
7.8.4 Solgar Sage Herbs Products Offered
7.8.5 Solgar Recent Development
8 Industry Chain and Sales Channels Analysis
8.1 Sage Herbs Industry Chain Analysis
8.2 Sage Herbs Key Raw Materials
8.2.1 Key Raw Materials
8.2.2 Sage Herbs Distributors
8.3 Sage Herbs Production Mode & Process
8.4 Sage Herbs Sales and Marketing
8.4.1 Sage Herbs Sales Channels
8.4.2 Sage Herbs Distributors
8.5 Sage Herbs Customers
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.2 Data Source
10.2 Author Details
10.3 Disclaimer

List of Tables
Table 1. Sage Herbs CAGR in Value, United States VS Global, 2017 VS 2022 VS 2028
Table 2. Sage Herbs Market Trends
Table 3. Sage Herbs Market Drivers
Table 4. Sage Herbs Market Challenges
Table 5. Sage Herbs Market Restraints
Table 6. Global Sage Herbs Sales by Type: 2017 VS 2022 VS 2028 (US$ Million)
Table 7. United States Sage Herbs Sales by Type: 2017 VS 2022 VS 2028 (US$ Million)
Table 8. Global Sage Herbs Sales by Application: 2017 VS 2022 VS 2028 (US$ Million)
Table 9. United States Sage Herbs Sales by Application: 2017 VS 2022 VS 2028 (US$ Million)
Table 10. Top Sage Herbs Manufacturers in Global Market, Ranking by Revenue (2021)
Table 11. Global Sage Herbs Revenue by Manufacturer, (US$ Million), 2017-2022
Table 12. Global Sage Herbs Revenue Share by Manufacturer, 2017-2022
Table 13. Global Sage Herbs Sales by Manufacturer, (K MT), 2017-2022
Table 14. Global Sage Herbs Sales Share by Manufacturer, 2017-2022
Table 15. Global Sage Herbs Price by Manufacturer (2017-2022) & (USD/MT)
Table 16. Global Sage Herbs Manufacturers Market Concentration Ratio (CR5 and HHI)
Table 17. Global Sage Herbs by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Sage Herbs as of 2021)
Table 18. Top Players of Sage Herbs in Global Market, Headquarters and Distribution of Producing Region
Table 19. Manufacturers Sage Herbs Product Type
Table 20. Date of International Manufacturers Enter into Sage Herbs Market
Table 21. Manufacturers Mergers & Acquisitions, Expansion Plans
Table 22. Top Sage Herbs Players in United States Market, Ranking by Revenue (2021)
Table 23. United States Sage Herbs Revenue by Players, (US$ Million), 2020, 2021 & 2022
Table 24. United States Sage Herbs Revenue Share by Players, 2020, 2021 & 2022
Table 25. United States Sage Herbs Sales by Players, (K MT), 2020, 2021 & 2022
Table 26. United States Sage Herbs Sales Share by Players, 2020, 2021 & 2022
Table 27. Global Sage Herbs Market Size by Region (US$ Million): 2017 VS 2022 VS 2028
Table 28. Global Sage Herbs Sales in Volume by Region (2017-2022) & (K MT)
Table 29. Global Sage Herbs Sales in Volume Forecast by Region (2023-2028) & (K MT)
Table 30. Global Sage Herbs Sales in Value by Region (2017-2022) & (US$ Million)
Table 31. Global Sage Herbs Sales in Value Forecast by Region (2023-2028) & (US$ Million)
Table 32. North America Sage Herbs Sales in Volume by Country (2017-2028) & (K MT)
Table 33. North America Sage Herbs Sales in Value by Country (2017-2028) & (US$ Million)
Table 34. Asia Pacific Sage Herbs Sales in Volume by Region (2017-2028) & (K MT)
Table 35. Asia Pacific Sage Herbs Sales in Value by Region (2017-2028) & (US$ Million)
Table 36. Europe Sage Herbs Sales in Volume by Country (2017-2028) & (K MT)
Table 37. Europe Sage Herbs Sales in Value by Country (2017-2028) & (US$ Million)
Table 38. Latin America Sage Herbs Sales in Volume by Country (2017-2028) & (K MT)
Table 39. Latin Americaa Sage Herbs Sales in Value by Country (2017-2028) & (US$ Million)
Table 40. Middle East and Africa Sage Herbs Sales in Volume by Country (2017-2028) & (K MT)
Table 41. Middle East and Africa Sage Herbs Sales in Value by Country (2017-2028) & (US$ Million)
Table 42. Doehler Corporation Information
Table 43. Doehler Description and Business Overview
Table 44. Doehler Sage Herbs Sales (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2017-2022)
Table 45. Doehler Sage Herbs Product
Table 46. Doehler Recent Development
Table 47. McCormick Corporation Information
Table 48. McCormick Description and Business Overview
Table 49. McCormick Sage Herbs Sales (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2017-2022)
Table 50. McCormick Product
Table 51. McCormick Recent Development
Table 52. Bristol Botanicals Corporation Information
Table 53. Bristol Botanicals Description and Business Overview
Table 54. Bristol Botanicals Sage Herbs Sales (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2017-2022)
Table 55. Bristol Botanicals Product
Table 56. Bristol Botanicals Recent Development
Table 57. Bio Botanica Corporation Information
Table 58. Bio Botanica Description and Business Overview
Table 59. Bio Botanica Sage Herbs Sales (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2017-2022)
Table 60. Bio Botanica Product
Table 61. Bio Botanica Recent Development
Table 62. Sabinsa Corporation Information
Table 63. Sabinsa Description and Business Overview
Table 64. Sabinsa Sage Herbs Sales (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2017-2022)
Table 65. Sabinsa Product
Table 66. Sabinsa Recent Development
Table 67. Symrise Corporation Information
Table 68. Symrise Description and Business Overview
Table 69. Symrise Sage Herbs Sales (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2017-2022)
Table 70. Symrise Product
Table 71. Symrise Recent Development
Table 72. Swanson Health Products Corporation Information
Table 73. Swanson Health Products Description and Business Overview
Table 74. Swanson Health Products Sage Herbs Sales (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2017-2022)
Table 75. Swanson Health Products Product
Table 76. Swanson Health Products Recent Development
Table 77. Solgar Corporation Information
Table 78. Solgar Description and Business Overview
Table 79. Solgar Sage Herbs Sales (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2017-2022)
Table 80. Solgar Product
Table 81. Solgar Recent Development
Table 82. Key Raw Materials Lists
Table 83. Raw Materials Key Suppliers Lists
Table 84. Sage Herbs Customers List
Table 85. Sage Herbs Distributors List
Table 86. Research Programs/Design for This Report
Table 87. Key Data Information from Secondary Sources
Table 88. Key Data Information from Primary Sources
List of Figures
Figure 1. Sage Herbs Product Picture
Figure 2. Global Sage Herbs Revenue, (US$ Million), 2017 VS 2022 VS 2028
Figure 3. Global Sage Herbs Market Size 2017-2028 (US$ Million)
Figure 4. Global Sage Herbs Sales 2017-2028 (K MT)
Figure 5. United States Sage Herbs Revenue, (US$ Million), 2017 VS 2022 VS 2028
Figure 6. United States Sage Herbs Market Size 2017-2028 (US$ Million)
Figure 7. United States Sage Herbs Sales 2017-2028 (K MT)
Figure 8. United States Sage Herbs Market Share in Global, in Value (US$ Million) 2017-2028
Figure 9. United States Sage Herbs Market Share in Global, in Volume (K MT) 2017-2028
Figure 10. Sage Herbs Report Years Considered
Figure 11. Product Picture of Organic Sage Herb
Figure 12. Product Picture of Conventional Sage Herb
Figure 13. Global Sage Herbs Market Share by Type in 2022 & 2028
Figure 14. Global Sage Herbs Sales in Value by Type (2017-2028) & (US$ Million)
Figure 15. Global Sage Herbs Sales Market Share in Value by Type (2017-2028)
Figure 16. Global Sage Herbs Sales by Type (2017-2028) & (K MT)
Figure 17. Global Sage Herbs Sales Market Share in Volume by Type (2017-2028)
Figure 18. Global Sage Herbs Price by Type (2017-2028) & (USD/MT)
Figure 19. United States Sage Herbs Market Share by Type in 2022 & 2028
Figure 20. United States Sage Herbs Sales in Value by Type (2017-2028) & (US$ Million)
Figure 21. United States Sage Herbs Sales Market Share in Value by Type (2017-2028)
Figure 22. United States Sage Herbs Sales by Type (2017-2028) & (K MT)
Figure 23. United States Sage Herbs Sales Market Share in Volume by Type (2017-2028)
Figure 24. United States Sage Herbs Price by Type (2017-2028) & (USD/MT)
Figure 25. Product Picture of Food and Beverage
Figure 26. Product Picture of Dietary Supplements
Figure 27. Product Picture of Personal Care and Cosmetics
Figure 28. Product Picture of Others
Figure 29. Global Sage Herbs Market Share by Application in 2022 & 2028
Figure 30. Global Sage Herbs Sales in Value by Application (2017-2028) & (US$ Million)
Figure 31. Global Sage Herbs Sales Market Share in Value by Application (2017-2028)
Figure 32. Global Sage Herbs Sales by Application (2017-2028) & (K MT)
Figure 33. Global Sage Herbs Sales Market Share in Volume by Application (2017-2028)
Figure 34. Global Sage Herbs Price by Application (2017-2028) & (USD/MT)
Figure 35. United States Sage Herbs Market Share by Application in 2022 & 2028
Figure 36. United States Sage Herbs Sales in Value by Application (2017-2028) & (US$ Million)
Figure 37. United States Sage Herbs Sales Market Share in Value by Application (2017-2028)
Figure 38. United States Sage Herbs Sales by Application (2017-2028) & (K MT)
Figure 39. United States Sage Herbs Sales Market Share in Volume by Application (2017-2028)
Figure 40. United States Sage Herbs Price by Application (2017-2028) & (USD/MT)
Figure 41. North America Sage Herbs Sales in Volume Growth Rate 2017-2028 (K MT)
Figure 42. North America Sage Herbs Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 43. U.S. Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 44. Canada Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 45. Europe Sage Herbs Sales in Volume Growth Rate 2017-2028 (K MT)
Figure 46. Europe Sage Herbs Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 47. Germany Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 48. France Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 49. U.K. Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 50. Italy Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 51. Russia Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 52. Asia-Pacific Sage Herbs Sales in Volume Growth Rate 2017-2028 (K MT)
Figure 53. Asia-Pacific Sage Herbs Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 54. China Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 55. Japan Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 56. South Korea Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 57. India Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 58. Australia Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 59. Taiwan Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 60. Indonesia Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 61. Thailand Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 62. Malaysia Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 63. Philippines Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 64. Latin America Sage Herbs Sales in Volume Growth Rate 2017-2028 (K MT)
Figure 65. Latin America Sage Herbs Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 66. Mexico Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 67. Brazil Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 68. Argentina Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 69. Middle East & Africa Sage Herbs Sales in Volume Growth Rate 2017-2028 (K MT)
Figure 70. Middle East & Africa Sage Herbs Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 71. Turkey Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 72. Saudi Arabia Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 73. U.A.E Sage Herbs Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 74. Sage Herbs Value Chain
Figure 75. Sage Herbs Production Process
Figure 76. Channels of Distribution
Figure 77. Distributors Profiles
Figure 78. Bottom-up and Top-down Approaches for This Report
Figure 79. Data Triangulation
Figure 80. Key Executives Interviewed

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.