Global And United States Sensors And MEMS Market Report & Forecast 2022-2028

1 Study Coverage
1.1 Sensors and MEMS Product Introduction
1.2 Global Sensors and MEMS Outlook 2017 VS 2022 VS 2028
1.2.1 Global Sensors and MEMS Sales in US$ Million for the Year 2017-2028
1.2.2 Global Sensors and MEMS Sales in Volume for the Year 2017-2028
1.3 United States Sensors and MEMS Outlook 2017 VS 2022 VS 2028
1.3.1 United States Sensors and MEMS Sales in US$ Million for the Year 2017-2028
1.3.2 United States Sensors and MEMS Sales in Volume for the Year 2017-2028
1.4 Sensors and MEMS Market Size, United States VS Global, 2017 VS 2022 VS 2028
1.4.1 The Market Share of United States Sensors and MEMS in Global, 2017 VS 2022 VS 2028
1.4.2 The Growth Rate of Sensors and MEMS Market Size, United States VS Global, 2017 VS 2022 VS 2028
1.5 Sensors and MEMS Market Dynamics
1.5.1 Sensors and MEMS Industry Trends
1.5.2 Sensors and MEMS Market Drivers
1.5.3 Sensors and MEMS Market Challenges
1.5.4 Sensors and MEMS Market Restraints
1.6 Study Objectives
1.7 Years Considered
2 Market by Type
2.1 Sensors and MEMS Market Segment by Type
2.1.1 Microfluidic MEMS
2.1.2 Pressure Sensor
2.1.3 Quarterly Pressure Sensors
2.1.4 Others
2.2 Global Sensors and MEMS Market Size by Type
2.2.1 Global Sensors and MEMS Sales in Value, by Type (2017, 2022 & 2028)
2.2.2 Global Sensors and MEMS Sales in Volume, by Type (2017, 2022 & 2028)
2.2.3 Global Sensors and MEMS Average Selling Price (ASP) by Type (2017, 2022 & 2028)
2.3 United States Sensors and MEMS Market Size by Type
2.3.1 United States Sensors and MEMS Sales in Value, by Type (2017, 2022 & 2028)
2.3.2 United States Sensors and MEMS Sales in Volume, by Type (2017, 2022 & 2028)
2.3.3 United States Sensors and MEMS Average Selling Price (ASP) by Type (2017, 2022 & 2028)
3 Market by Application
3.1 Sensors and MEMS Market Segment by Application
3.1.1 Automotive
3.1.2 Consumer Electronics
3.1.3 Industrial
3.1.4 Healthcare
3.1.5 Others
3.2 Global Sensors and MEMS Market Size by Application
3.2.1 Global Sensors and MEMS Sales in Value, by Application (2017, 2022 & 2028)
3.2.2 Global Sensors and MEMS Sales in Volume, by Application (2017, 2022 & 2028)
3.3.3 Global Sensors and MEMS Average Selling Price (ASP) by Application (2017, 2022 & 2028)
3.3 United States Sensors and MEMS Market Size by Application
3.3.1 United States Sensors and MEMS Sales in Value, by Application (2017, 2022 & 2028)
3.3.2 United States Sensors and MEMS Sales in Volume, by Application (2017, 2022 & 2028)
3.3.3 United States Sensors and MEMS Average Selling Price (ASP) by Application (2017, 2022 & 2028)
4 Global Sensors and MEMS Competitor Landscape by Company
4.1 Global Sensors and MEMS Market Size by Company
4.1.1 Top Global Sensors and MEMS Manufacturers Ranked by Revenue (2021)
4.1.2 Global Sensors and MEMS Revenue by Manufacturer (2017-2022)
4.1.3 Global Sensors and MEMS Sales by Manufacturer (2017-2022)
4.1.4 Global Sensors and MEMS Price by Manufacturer (2017-2022)
4.2 Global Sensors and MEMS Concentration Ratio (CR)
4.2.1 Sensors and MEMS Market Concentration Ratio (CR) (2017-2022)
4.2.2 Global Top 5 and Top 10 Largest Manufacturers of Sensors and MEMS in 2021
4.2.3 Global Sensors and MEMS Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
4.3 Global Sensors and MEMS Manufacturing Base Distribution, Product Type
4.3.1 Global Sensors and MEMS Manufacturers, Headquarters and Distribution of Producing Region
4.3.2 Manufacturers Sensors and MEMS Product Type
4.3.3 Date of International Manufacturers Enter into Sensors and MEMS Market
4.4 Manufacturers Mergers & Acquisitions, Expansion Plans
4.5 United States Sensors and MEMS Market Size by Company
4.5.1 Top Sensors and MEMS Players in United States, Ranked by Revenue (2021)
4.5.2 United States Sensors and MEMS Revenue by Players (2020, 2021 & 2022)
4.5.3 United States Sensors and MEMS Sales by Players (2020, 2021 & 2022)
5 Global Sensors and MEMS Market Size by Region
5.1 Global Sensors and MEMS Market Size by Region: 2017 VS 2022 VS 2028
5.2 Global Sensors and MEMS Market Size in Volume by Region (2017-2028)
5.2.1 Global Sensors and MEMS Sales in Volume by Region: 2017-2022
5.2.2 Global Sensors and MEMS Sales in Volume Forecast by Region (2023-2028)
5.3 Global Sensors and MEMS Market Size in Value by Region (2017-2028)
5.3.1 Global Sensors and MEMS Sales in Value by Region: 2017-2022
5.3.2 Global Sensors and MEMS Sales in Value by Region: 2023-2028
6 Segment in Region Level & Country Level
6.1 North America
6.1.1 North America Sensors and MEMS Market Size YoY Growth 2017-2028
6.1.2 North America Sensors and MEMS 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 Sensors and MEMS Market Size YoY Growth 2017-2028
6.2.2 Asia-Pacific Sensors and MEMS 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 Sensors and MEMS Market Size YoY Growth 2017-2028
6.3.2 Europe Sensors and MEMS 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 Sensors and MEMS Market Size YoY Growth 2017-2028
6.4.2 Latin America Sensors and MEMS 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 Sensors and MEMS Market Size YoY Growth 2017-2028
6.5.2 Middle East and Africa Sensors and MEMS 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 Robert Bosch
7.1.1 Robert Bosch Corporation Information
7.1.2 Robert Bosch Description and Business Overview
7.1.3 Robert Bosch Sensors and MEMS Sales, Revenue and Gross Margin (2017-2022)
7.1.4 Robert Bosch Sensors and MEMS Products Offered
7.1.5 Robert Bosch Recent Development
7.2 Honeywell International
7.2.1 Honeywell International Corporation Information
7.2.2 Honeywell International Description and Business Overview
7.2.3 Honeywell International Sensors and MEMS Sales, Revenue and Gross Margin (2017-2022)
7.2.4 Honeywell International Sensors and MEMS Products Offered
7.2.5 Honeywell International Recent Development
7.3 HP
7.3.1 HP Corporation Information
7.3.2 HP Description and Business Overview
7.3.3 HP Sensors and MEMS Sales, Revenue and Gross Margin (2017-2022)
7.3.4 HP Sensors and MEMS Products Offered
7.3.5 HP Recent Development
7.4 STMicroelectronics
7.4.1 STMicroelectronics Corporation Information
7.4.2 STMicroelectronics Description and Business Overview
7.4.3 STMicroelectronics Sensors and MEMS Sales, Revenue and Gross Margin (2017-2022)
7.4.4 STMicroelectronics Sensors and MEMS Products Offered
7.4.5 STMicroelectronics Recent Development
7.5 Texas Instruments
7.5.1 Texas Instruments Corporation Information
7.5.2 Texas Instruments Description and Business Overview
7.5.3 Texas Instruments Sensors and MEMS Sales, Revenue and Gross Margin (2017-2022)
7.5.4 Texas Instruments Sensors and MEMS Products Offered
7.5.5 Texas Instruments Recent Development
7.6 InvenSense
7.6.1 InvenSense Corporation Information
7.6.2 InvenSense Description and Business Overview
7.6.3 InvenSense Sensors and MEMS Sales, Revenue and Gross Margin (2017-2022)
7.6.4 InvenSense Sensors and MEMS Products Offered
7.6.5 InvenSense Recent Development
8 Industry Chain and Sales Channels Analysis
8.1 Sensors and MEMS Industry Chain Analysis
8.2 Sensors and MEMS Key Raw Materials
8.2.1 Key Raw Materials
8.2.2 Sensors and MEMS Distributors
8.3 Sensors and MEMS Production Mode & Process
8.4 Sensors and MEMS Sales and Marketing
8.4.1 Sensors and MEMS Sales Channels
8.4.2 Sensors and MEMS Distributors
8.5 Sensors and MEMS 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. Sensors and MEMS CAGR in Value, United States VS Global, 2017 VS 2022 VS 2028
Table 2. Sensors and MEMS Market Trends
Table 3. Sensors and MEMS Market Drivers
Table 4. Sensors and MEMS Market Challenges
Table 5. Sensors and MEMS Market Restraints
Table 6. Global Sensors and MEMS Sales by Type: 2017 VS 2022 VS 2028 (US$ Million)
Table 7. United States Sensors and MEMS Sales by Type: 2017 VS 2022 VS 2028 (US$ Million)
Table 8. Global Sensors and MEMS Sales by Application: 2017 VS 2022 VS 2028 (US$ Million)
Table 9. United States Sensors and MEMS Sales by Application: 2017 VS 2022 VS 2028 (US$ Million)
Table 10. Top Sensors and MEMS Manufacturers in Global Market, Ranking by Revenue (2021)
Table 11. Global Sensors and MEMS Revenue by Manufacturer, (US$ Million), 2017-2022
Table 12. Global Sensors and MEMS Revenue Share by Manufacturer, 2017-2022
Table 13. Global Sensors and MEMS Sales by Manufacturer, (K Units), 2017-2022
Table 14. Global Sensors and MEMS Sales Share by Manufacturer, 2017-2022
Table 15. Global Sensors and MEMS Price by Manufacturer (2017-2022) & (USD/Unit)
Table 16. Global Sensors and MEMS Manufacturers Market Concentration Ratio (CR5 and HHI)
Table 17. Global Sensors and MEMS by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Sensors and MEMS as of 2021)
Table 18. Top Players of Sensors and MEMS in Global Market, Headquarters and Distribution of Producing Region
Table 19. Manufacturers Sensors and MEMS Product Type
Table 20. Date of International Manufacturers Enter into Sensors and MEMS Market
Table 21. Manufacturers Mergers & Acquisitions, Expansion Plans
Table 22. Top Sensors and MEMS Players in United States Market, Ranking by Revenue (2021)
Table 23. United States Sensors and MEMS Revenue by Players, (US$ Million), 2020, 2021 & 2022
Table 24. United States Sensors and MEMS Revenue Share by Players, 2020, 2021 & 2022
Table 25. United States Sensors and MEMS Sales by Players, (K Units), 2020, 2021 & 2022
Table 26. United States Sensors and MEMS Sales Share by Players, 2020, 2021 & 2022
Table 27. Global Sensors and MEMS Market Size by Region (US$ Million): 2017 VS 2022 VS 2028
Table 28. Global Sensors and MEMS Sales in Volume by Region (2017-2022) & (K Units)
Table 29. Global Sensors and MEMS Sales in Volume Forecast by Region (2023-2028) & (K Units)
Table 30. Global Sensors and MEMS Sales in Value by Region (2017-2022) & (US$ Million)
Table 31. Global Sensors and MEMS Sales in Value Forecast by Region (2023-2028) & (US$ Million)
Table 32. North America Sensors and MEMS Sales in Volume by Country (2017-2028) & (K Units)
Table 33. North America Sensors and MEMS Sales in Value by Country (2017-2028) & (US$ Million)
Table 34. Asia Pacific Sensors and MEMS Sales in Volume by Region (2017-2028) & (K Units)
Table 35. Asia Pacific Sensors and MEMS Sales in Value by Region (2017-2028) & (US$ Million)
Table 36. Europe Sensors and MEMS Sales in Volume by Country (2017-2028) & (K Units)
Table 37. Europe Sensors and MEMS Sales in Value by Country (2017-2028) & (US$ Million)
Table 38. Latin America Sensors and MEMS Sales in Volume by Country (2017-2028) & (K Units)
Table 39. Latin Americaa Sensors and MEMS Sales in Value by Country (2017-2028) & (US$ Million)
Table 40. Middle East and Africa Sensors and MEMS Sales in Volume by Country (2017-2028) & (K Units)
Table 41. Middle East and Africa Sensors and MEMS Sales in Value by Country (2017-2028) & (US$ Million)
Table 42. Robert Bosch Corporation Information
Table 43. Robert Bosch Description and Business Overview
Table 44. Robert Bosch Sensors and MEMS Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2017-2022)
Table 45. Robert Bosch Sensors and MEMS Product
Table 46. Robert Bosch Recent Development
Table 47. Honeywell International Corporation Information
Table 48. Honeywell International Description and Business Overview
Table 49. Honeywell International Sensors and MEMS Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2017-2022)
Table 50. Honeywell International Product
Table 51. Honeywell International Recent Development
Table 52. HP Corporation Information
Table 53. HP Description and Business Overview
Table 54. HP Sensors and MEMS Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2017-2022)
Table 55. HP Product
Table 56. HP Recent Development
Table 57. STMicroelectronics Corporation Information
Table 58. STMicroelectronics Description and Business Overview
Table 59. STMicroelectronics Sensors and MEMS Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2017-2022)
Table 60. STMicroelectronics Product
Table 61. STMicroelectronics Recent Development
Table 62. Texas Instruments Corporation Information
Table 63. Texas Instruments Description and Business Overview
Table 64. Texas Instruments Sensors and MEMS Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2017-2022)
Table 65. Texas Instruments Product
Table 66. Texas Instruments Recent Development
Table 67. InvenSense Corporation Information
Table 68. InvenSense Description and Business Overview
Table 69. InvenSense Sensors and MEMS Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2017-2022)
Table 70. InvenSense Product
Table 71. InvenSense Recent Development
Table 72. Key Raw Materials Lists
Table 73. Raw Materials Key Suppliers Lists
Table 74. Sensors and MEMS Customers List
Table 75. Sensors and MEMS Distributors List
Table 76. Research Programs/Design for This Report
Table 77. Key Data Information from Secondary Sources
Table 78. Key Data Information from Primary Sources
List of Figures
Figure 1. Sensors and MEMS Product Picture
Figure 2. Global Sensors and MEMS Revenue, (US$ Million), 2017 VS 2022 VS 2028
Figure 3. Global Sensors and MEMS Market Size 2017-2028 (US$ Million)
Figure 4. Global Sensors and MEMS Sales 2017-2028 (K Units)
Figure 5. United States Sensors and MEMS Revenue, (US$ Million), 2017 VS 2022 VS 2028
Figure 6. United States Sensors and MEMS Market Size 2017-2028 (US$ Million)
Figure 7. United States Sensors and MEMS Sales 2017-2028 (K Units)
Figure 8. United States Sensors and MEMS Market Share in Global, in Value (US$ Million) 2017-2028
Figure 9. United States Sensors and MEMS Market Share in Global, in Volume (K Units) 2017-2028
Figure 10. Sensors and MEMS Report Years Considered
Figure 11. Product Picture of Microfluidic MEMS
Figure 12. Product Picture of Pressure Sensor
Figure 13. Product Picture of Quarterly Pressure Sensors
Figure 14. Product Picture of Others
Figure 15. Global Sensors and MEMS Market Share by Type in 2022 & 2028
Figure 16. Global Sensors and MEMS Sales in Value by Type (2017-2028) & (US$ Million)
Figure 17. Global Sensors and MEMS Sales Market Share in Value by Type (2017-2028)
Figure 18. Global Sensors and MEMS Sales by Type (2017-2028) & (K Units)
Figure 19. Global Sensors and MEMS Sales Market Share in Volume by Type (2017-2028)
Figure 20. Global Sensors and MEMS Price by Type (2017-2028) & (USD/Unit)
Figure 21. United States Sensors and MEMS Market Share by Type in 2022 & 2028
Figure 22. United States Sensors and MEMS Sales in Value by Type (2017-2028) & (US$ Million)
Figure 23. United States Sensors and MEMS Sales Market Share in Value by Type (2017-2028)
Figure 24. United States Sensors and MEMS Sales by Type (2017-2028) & (K Units)
Figure 25. United States Sensors and MEMS Sales Market Share in Volume by Type (2017-2028)
Figure 26. United States Sensors and MEMS Price by Type (2017-2028) & (USD/Unit)
Figure 27. Product Picture of Automotive
Figure 28. Product Picture of Consumer Electronics
Figure 29. Product Picture of Industrial
Figure 30. Product Picture of Healthcare
Figure 31. Product Picture of Others
Figure 32. Global Sensors and MEMS Market Share by Application in 2022 & 2028
Figure 33. Global Sensors and MEMS Sales in Value by Application (2017-2028) & (US$ Million)
Figure 34. Global Sensors and MEMS Sales Market Share in Value by Application (2017-2028)
Figure 35. Global Sensors and MEMS Sales by Application (2017-2028) & (K Units)
Figure 36. Global Sensors and MEMS Sales Market Share in Volume by Application (2017-2028)
Figure 37. Global Sensors and MEMS Price by Application (2017-2028) & (USD/Unit)
Figure 38. United States Sensors and MEMS Market Share by Application in 2022 & 2028
Figure 39. United States Sensors and MEMS Sales in Value by Application (2017-2028) & (US$ Million)
Figure 40. United States Sensors and MEMS Sales Market Share in Value by Application (2017-2028)
Figure 41. United States Sensors and MEMS Sales by Application (2017-2028) & (K Units)
Figure 42. United States Sensors and MEMS Sales Market Share in Volume by Application (2017-2028)
Figure 43. United States Sensors and MEMS Price by Application (2017-2028) & (USD/Unit)
Figure 44. North America Sensors and MEMS Sales in Volume Growth Rate 2017-2028 (K Units)
Figure 45. North America Sensors and MEMS Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 46. U.S. Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 47. Canada Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 48. Europe Sensors and MEMS Sales in Volume Growth Rate 2017-2028 (K Units)
Figure 49. Europe Sensors and MEMS Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 50. Germany Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 51. France Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 52. U.K. Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 53. Italy Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 54. Russia Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 55. Asia-Pacific Sensors and MEMS Sales in Volume Growth Rate 2017-2028 (K Units)
Figure 56. Asia-Pacific Sensors and MEMS Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 57. China Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 58. Japan Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 59. South Korea Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 60. India Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 61. Australia Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 62. Taiwan Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 63. Indonesia Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 64. Thailand Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 65. Malaysia Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 66. Philippines Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 67. Latin America Sensors and MEMS Sales in Volume Growth Rate 2017-2028 (K Units)
Figure 68. Latin America Sensors and MEMS Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 69. Mexico Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 70. Brazil Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 71. Argentina Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 72. Middle East & Africa Sensors and MEMS Sales in Volume Growth Rate 2017-2028 (K Units)
Figure 73. Middle East & Africa Sensors and MEMS Sales in Value Growth Rate 2017-2028 (US$ Million)
Figure 74. Turkey Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 75. Saudi Arabia Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 76. U.A.E Sensors and MEMS Sales in Value Growth Rate (2017-2028) & (US$ Million)
Figure 77. Sensors and MEMS Value Chain
Figure 78. Sensors and MEMS Production Process
Figure 79. Channels of Distribution
Figure 80. Distributors Profiles
Figure 81. Bottom-up and Top-down Approaches for This Report
Figure 82. Data Triangulation
Figure 83. 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.