List of Tables
Table 1. Global NB-IoT Chipset Market Size Growth Rate by Type, 2019 VS 2023 VS 2030 (US$ Million)
Table 2. Major Manufacturers of Standalone
Table 3. Major Manufacturers of In-Band
Table 4. Major Manufacturers of Guard Band
Table 5. Global NB-IoT Chipset Market Size Growth Rate by Application, 2019 VS 2023 VS 2030 (US$ Million)
Table 6. Global NB-IoT Chipset Production by Region: 2019 VS 2023 VS 2030 (K Units)
Table 7. Global NB-IoT Chipset Production by Region (2019-2024) & (K Units)
Table 8. Global NB-IoT Chipset Production by Region (2025-2030) & (K Units)
Table 9. Global NB-IoT Chipset Production Market Share by Region (2019-2024)
Table 10. Global NB-IoT Chipset Production Market Share by Region (2025-2030)
Table 11. Global NB-IoT Chipset Revenue Grow Rate (CAGR) by Region: 2019 VS 2023 VS 2030 (US$ Million)
Table 12. Global NB-IoT Chipset Revenue by Region (2019-2024) & (US$ Million)
Table 13. Global NB-IoT Chipset Revenue by Region (2025-2030) & (US$ Million)
Table 14. Global NB-IoT Chipset Revenue Market Share by Region (2019-2024)
Table 15. Global NB-IoT Chipset Revenue Market Share by Region (2025-2030)
Table 16. Global NB-IoT Chipset Sales Grow Rate (CAGR) by Region: 2019 VS 2023 VS 2030 (US$ Million)
Table 17. Global NB-IoT Chipset Sales by Region (2019-2024) & (K Units)
Table 18. Global NB-IoT Chipset Sales by Region (2025-2030) & (K Units)
Table 19. Global NB-IoT Chipset Sales Market Share by Region (2019-2024)
Table 20. Global NB-IoT Chipset Sales Market Share by Region (2025-2030)
Table 21. Global NB-IoT Chipset Sales by Manufacturers (2019-2024) & (K Units)
Table 22. Global NB-IoT Chipset Sales Share by Manufacturers (2019-2024)
Table 23. Global NB-IoT Chipset Revenue by Manufacturers (2019-2024) & (US$ Million)
Table 24. Global NB-IoT Chipset Revenue Share by Manufacturers (2019-2024)
Table 25. NB-IoT Chipset Price by Manufacturers 2019-2024 (USD/Unit)
Table 26. Global Key Players of NB-IoT Chipset, Industry Ranking, 2022 VS 2023 VS 2024
Table 27. Global NB-IoT Chipset Manufacturers Market Concentration Ratio (CR5 and HHI)
Table 28. Global NB-IoT Chipset by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in NB-IoT Chipset as of 2023)
Table 29. Global Key Manufacturers of NB-IoT Chipset, Manufacturing Base Distribution and Headquarters
Table 30. Global Key Manufacturers of NB-IoT Chipset, Product Offered and Application
Table 31. Global Key Manufacturers of NB-IoT Chipset, Date of Enter into This Industry
Table 32. Mergers & Acquisitions, Expansion Plans
Table 33. Global NB-IoT Chipset Sales by Type (2019-2024) & (K Units)
Table 34. Global NB-IoT Chipset Sales by Type (2025-2030) & (K Units)
Table 35. Global NB-IoT Chipset Sales Share by Type (2019-2024)
Table 36. Global NB-IoT Chipset Sales Share by Type (2025-2030)
Table 37. Global NB-IoT Chipset Revenue by Type (2019-2024) & (US$ Million)
Table 38. Global NB-IoT Chipset Revenue by Type (2025-2030) & (US$ Million)
Table 39. Global NB-IoT Chipset Revenue Share by Type (2019-2024)
Table 40. Global NB-IoT Chipset Revenue Share by Type (2025-2030)
Table 41. NB-IoT Chipset Price by Type (2019-2024) & (USD/Unit)
Table 42. Global NB-IoT Chipset Price Forecast by Type (2025-2030) & (USD/Unit)
Table 43. Global NB-IoT Chipset Sales by Application (2019-2024) & (K Units)
Table 44. Global NB-IoT Chipset Sales by Application (2025-2030) & (K Units)
Table 45. Global NB-IoT Chipset Sales Share by Application (2019-2024)
Table 46. Global NB-IoT Chipset Sales Share by Application (2025-2030)
Table 47. Global NB-IoT Chipset Revenue by Application (2019-2024) & (US$ Million)
Table 48. Global NB-IoT Chipset Revenue by Application (2025-2030) & (US$ Million)
Table 49. Global NB-IoT Chipset Revenue Share by Application (2019-2024)
Table 50. Global NB-IoT Chipset Revenue Share by Application (2025-2030)
Table 51. NB-IoT Chipset Price by Application (2019-2024) & (USD/Unit)
Table 52. Global NB-IoT Chipset Price Forecast by Application (2025-2030) & (USD/Unit)
Table 53. US & Canada NB-IoT Chipset Sales by Type (2019-2024) & (K Units)
Table 54. US & Canada NB-IoT Chipset Sales by Type (2025-2030) & (K Units)
Table 55. US & Canada NB-IoT Chipset Revenue by Type (2019-2024) & (US$ Million)
Table 56. US & Canada NB-IoT Chipset Revenue by Type (2025-2030) & (US$ Million)
Table 57. US & Canada NB-IoT Chipset Sales by Application (2019-2024) & (K Units)
Table 58. US & Canada NB-IoT Chipset Sales by Application (2025-2030) & (K Units)
Table 59. US & Canada NB-IoT Chipset Revenue by Application (2019-2024) & (US$ Million)
Table 60. US & Canada NB-IoT Chipset Revenue by Application (2025-2030) & (US$ Million)
Table 61. US & Canada NB-IoT Chipset Revenue Grow Rate (CAGR) by Country: 2019 VS 2023 VS 2030 (US$ Million)
Table 62. US & Canada NB-IoT Chipset Revenue by Country (2019-2024) & (US$ Million)
Table 63. US & Canada NB-IoT Chipset Revenue by Country (2025-2030) & (US$ Million)
Table 64. US & Canada NB-IoT Chipset Sales by Country (2019-2024) & (K Units)
Table 65. US & Canada NB-IoT Chipset Sales by Country (2025-2030) & (K Units)
Table 66. Europe NB-IoT Chipset Sales by Type (2019-2024) & (K Units)
Table 67. Europe NB-IoT Chipset Sales by Type (2025-2030) & (K Units)
Table 68. Europe NB-IoT Chipset Revenue by Type (2019-2024) & (US$ Million)
Table 69. Europe NB-IoT Chipset Revenue by Type (2025-2030) & (US$ Million)
Table 70. Europe NB-IoT Chipset Sales by Application (2019-2024) & (K Units)
Table 71. Europe NB-IoT Chipset Sales by Application (2025-2030) & (K Units)
Table 72. Europe NB-IoT Chipset Revenue by Application (2019-2024) & (US$ Million)
Table 73. Europe NB-IoT Chipset Revenue by Application (2025-2030) & (US$ Million)
Table 74. Europe NB-IoT Chipset Revenue Grow Rate (CAGR) by Country: 2019 VS 2023 VS 2030 (US$ Million)
Table 75. Europe NB-IoT Chipset Revenue by Country (2019-2024) & (US$ Million)
Table 76. Europe NB-IoT Chipset Revenue by Country (2025-2030) & (US$ Million)
Table 77. Europe NB-IoT Chipset Sales by Country (2019-2024) & (K Units)
Table 78. Europe NB-IoT Chipset Sales by Country (2025-2030) & (K Units)
Table 79. China NB-IoT Chipset Sales by Type (2019-2024) & (K Units)
Table 80. China NB-IoT Chipset Sales by Type (2025-2030) & (K Units)
Table 81. China NB-IoT Chipset Revenue by Type (2019-2024) & (US$ Million)
Table 82. China NB-IoT Chipset Revenue by Type (2025-2030) & (US$ Million)
Table 83. China NB-IoT Chipset Sales by Application (2019-2024) & (K Units)
Table 84. China NB-IoT Chipset Sales by Application (2025-2030) & (K Units)
Table 85. China NB-IoT Chipset Revenue by Application (2019-2024) & (US$ Million)
Table 86. China NB-IoT Chipset Revenue by Application (2025-2030) & (US$ Million)
Table 87. Asia NB-IoT Chipset Sales by Type (2019-2024) & (K Units)
Table 88. Asia NB-IoT Chipset Sales by Type (2025-2030) & (K Units)
Table 89. Asia NB-IoT Chipset Revenue by Type (2019-2024) & (US$ Million)
Table 90. Asia NB-IoT Chipset Revenue by Type (2025-2030) & (US$ Million)
Table 91. Asia NB-IoT Chipset Sales by Application (2019-2024) & (K Units)
Table 92. Asia NB-IoT Chipset Sales by Application (2025-2030) & (K Units)
Table 93. Asia NB-IoT Chipset Revenue by Application (2019-2024) & (US$ Million)
Table 94. Asia NB-IoT Chipset Revenue by Application (2025-2030) & (US$ Million)
Table 95. Asia NB-IoT Chipset Revenue Grow Rate (CAGR) by Country: 2019 VS 2023 VS 2030 (US$ Million)
Table 96. Asia NB-IoT Chipset Revenue by Region (2019-2024) & (US$ Million)
Table 97. Asia NB-IoT Chipset Revenue by Region (2025-2030) & (US$ Million)
Table 98. Asia NB-IoT Chipset Sales by Region (2019-2024) & (K Units)
Table 99. Asia NB-IoT Chipset Sales by Region (2025-2030) & (K Units)
Table 100. Middle East, Africa and Latin America NB-IoT Chipset Sales by Type (2019-2024) & (K Units)
Table 101. Middle East, Africa and Latin America NB-IoT Chipset Sales by Type (2025-2030) & (K Units)
Table 102. Middle East, Africa and Latin America NB-IoT Chipset Revenue by Type (2019-2024) & (US$ Million)
Table 103. Middle East, Africa and Latin America NB-IoT Chipset Revenue by Type (2025-2030) & (US$ Million)
Table 104. Middle East, Africa and Latin America NB-IoT Chipset Sales by Application (2019-2024) & (K Units)
Table 105. Middle East, Africa and Latin America NB-IoT Chipset Sales by Application (2025-2030) & (K Units)
Table 106. Middle East, Africa and Latin America NB-IoT Chipset Revenue by Application (2019-2024) & (US$ Million)
Table 107. Middle East, Africa and Latin America NB-IoT Chipset Revenue by Application (2025-2030) & (US$ Million)
Table 108. Middle East, Africa and Latin America NB-IoT Chipset Revenue Grow Rate (CAGR) by Country: 2019 VS 2023 VS 2030 (US$ Million)
Table 109. Middle East, Africa and Latin America NB-IoT Chipset Revenue by Country (2019-2024) & (US$ Million)
Table 110. Middle East, Africa and Latin America NB-IoT Chipset Revenue by Country (2025-2030) & (US$ Million)
Table 111. Middle East, Africa and Latin America NB-IoT Chipset Sales by Country (2019-2024) & (K Units)
Table 112. Middle East, Africa and Latin America NB-IoT Chipset Sales by Country (2025-2030) & (K Units)
Table 113. Qualcomm Technologies Company Information
Table 114. Qualcomm Technologies Description and Major Businesses
Table 115. Qualcomm Technologies NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 116. Qualcomm Technologies NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 117. Qualcomm Technologies Recent Development
Table 118. Intel Company Information
Table 119. Intel Description and Major Businesses
Table 120. Intel NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 121. Intel NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 122. Intel Recent Development
Table 123. ARM Holdings Company Information
Table 124. ARM Holdings Description and Major Businesses
Table 125. ARM Holdings NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 126. ARM Holdings NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 127. ARM Holdings Recent Development
Table 128. Huawei Technologies Company Information
Table 129. Huawei Technologies Description and Major Businesses
Table 130. Huawei Technologies NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 131. Huawei Technologies NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 132. Huawei Technologies Recent Development
Table 133. U-blox Company Information
Table 134. U-blox Description and Major Businesses
Table 135. U-blox NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 136. U-blox NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 137. U-blox Recent Development
Table 138. Sequans Company Information
Table 139. Sequans Description and Major Businesses
Table 140. Sequans NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 141. Sequans NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 142. Sequans Recent Development
Table 143. Altair Semiconductor Company Information
Table 144. Altair Semiconductor Description and Major Businesses
Table 145. Altair Semiconductor NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 146. Altair Semiconductor NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 147. Altair Semiconductor Recent Development
Table 148. Nordic Semiconductor Company Information
Table 149. Nordic Semiconductor Description and Major Businesses
Table 150. Nordic Semiconductor NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 151. Nordic Semiconductor NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 152. Nordic Semiconductor Recent Development
Table 153. Quectel Wireless Solutions Company Information
Table 154. Quectel Wireless Solutions Description and Major Businesses
Table 155. Quectel Wireless Solutions NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 156. Quectel Wireless Solutions NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 157. Quectel Wireless Solutions Recent Development
Table 158. Sierra Wireless Company Information
Table 159. Sierra Wireless Description and Major Businesses
Table 160. Sierra Wireless NB-IoT Chipset Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2019-2024)
Table 161. Sierra Wireless NB-IoT Chipset Product Model Numbers, Pictures, Descriptions and Specifications
Table 162. Sierra Wireless Recent Development
Table 163. Key Raw Materials Lists
Table 164. Raw Materials Key Suppliers Lists
Table 165. NB-IoT Chipset Distributors List
Table 166. NB-IoT Chipset Customers List
Table 167. NB-IoT Chipset Market Trends
Table 168. NB-IoT Chipset Market Drivers
Table 169. NB-IoT Chipset Market Challenges
Table 170. NB-IoT Chipset Market Restraints
Table 171. Research Programs/Design for This Report
Table 172. Key Data Information from Secondary Sources
Table 173. Key Data Information from Primary Sources
List of Figures
Figure 1. NB-IoT Chipset Product Picture
Figure 2. Global NB-IoT Chipset Market Size Growth Rate by Type, 2019 VS 2023 VS 2030 (US$ Million)
Figure 3. Global NB-IoT Chipset Market Share by Type in 2023 & 2030
Figure 4. Standalone Product Picture
Figure 5. In-Band Product Picture
Figure 6. Guard Band Product Picture
Figure 7. Global NB-IoT Chipset Market Size Growth Rate by Application, 2019 VS 2023 VS 2030 (US$ Million)
Figure 8. Global NB-IoT Chipset Market Share by Application in 2023 & 2030
Figure 9. Agriculture
Figure 10. Automotive & Transportation
Figure 11. Energy
Figure 12. Healthcare
Figure 13. Manufacturing
Figure 14. Retail
Figure 15. Safety & Security
Figure 16. Infrastructure & Building Automation
Figure 17. Others
Figure 18. NB-IoT Chipset Report Years Considered
Figure 19. Global NB-IoT Chipset Capacity, Production and Utilization (2019-2030) & (K Units)
Figure 20. Global NB-IoT Chipset Production Market Share by Region in Percentage: 2023 Versus 2030
Figure 21. Global NB-IoT Chipset Production Market Share by Region (2019-2030)
Figure 22. NB-IoT Chipset Production Growth Rate in North America (2019-2030) & (K Units)
Figure 23. NB-IoT Chipset Production Growth Rate in Europe (2019-2030) & (K Units)
Figure 24. NB-IoT Chipset Production Growth Rate in China (2019-2030) & (K Units)
Figure 25. NB-IoT Chipset Production Growth Rate in Japan (2019-2030) & (K Units)
Figure 26. NB-IoT Chipset Production Growth Rate in South Korea (2019-2030) & (K Units)
Figure 27. Global NB-IoT Chipset Revenue, (US$ Million), 2019 VS 2023 VS 2030
Figure 28. Global NB-IoT Chipset Revenue 2019-2030 (US$ Million)
Figure 29. Global NB-IoT Chipset Revenue (CAGR) by Region: 2019 VS 2023 VS 2030 (US$ Million)
Figure 30. Global NB-IoT Chipset Revenue Market Share by Region in Percentage: 2023 Versus 2030
Figure 31. Global NB-IoT Chipset Revenue Market Share by Region (2019-2030)
Figure 32. Global NB-IoT Chipset Sales 2019-2030 ((K Units)
Figure 33. Global NB-IoT Chipset Sales (CAGR) by Region: 2019 VS 2023 VS 2030 (K Units)
Figure 34. Global NB-IoT Chipset Sales Market Share by Region (2019-2030)
Figure 35. US & Canada NB-IoT Chipset Sales YoY (2019-2030) & (K Units)
Figure 36. US & Canada NB-IoT Chipset Revenue YoY (2019-2030) & (US$ Million)
Figure 37. Europe NB-IoT Chipset Sales YoY (2019-2030) & (K Units)
Figure 38. Europe NB-IoT Chipset Revenue YoY (2019-2030) & (US$ Million)
Figure 39. China NB-IoT Chipset Sales YoY (2019-2030) & (K Units)
Figure 40. China NB-IoT Chipset Revenue YoY (2019-2030) & (US$ Million)
Figure 41. Asia (excluding China) NB-IoT Chipset Sales YoY (2019-2030) & (K Units)
Figure 42. Asia (excluding China) NB-IoT Chipset Revenue YoY (2019-2030) & (US$ Million)
Figure 43. Middle East, Africa and Latin America NB-IoT Chipset Sales YoY (2019-2030) & (K Units)
Figure 44. Middle East, Africa and Latin America NB-IoT Chipset Revenue YoY (2019-2030) & (US$ Million)
Figure 45. The NB-IoT Chipset Market Share of Top 10 and Top 5 Largest Manufacturers Around the World in 2023
Figure 46. The Top 5 and 10 Largest Manufacturers of NB-IoT Chipset in the World: Market Share by NB-IoT Chipset Revenue in 2023
Figure 47. Global NB-IoT Chipset Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2019 VS 2023
Figure 48. Global NB-IoT Chipset Sales Market Share by Type (2019-2030)
Figure 49. Global NB-IoT Chipset Revenue Market Share by Type (2019-2030)
Figure 50. Global NB-IoT Chipset Sales Market Share by Application (2019-2030)
Figure 51. Global NB-IoT Chipset Revenue Market Share by Application (2019-2030)
Figure 52. US & Canada NB-IoT Chipset Sales Market Share by Type (2019-2030)
Figure 53. US & Canada NB-IoT Chipset Revenue Market Share by Type (2019-2030)
Figure 54. US & Canada NB-IoT Chipset Sales Market Share by Application (2019-2030)
Figure 55. US & Canada NB-IoT Chipset Revenue Market Share by Application (2019-2030)
Figure 56. US & Canada NB-IoT Chipset Revenue Share by Country (2019-2030)
Figure 57. US & Canada NB-IoT Chipset Sales Share by Country (2019-2030)
Figure 58. U.S. NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 59. Canada NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 60. Europe NB-IoT Chipset Sales Market Share by Type (2019-2030)
Figure 61. Europe NB-IoT Chipset Revenue Market Share by Type (2019-2030)
Figure 62. Europe NB-IoT Chipset Sales Market Share by Application (2019-2030)
Figure 63. Europe NB-IoT Chipset Revenue Market Share by Application (2019-2030)
Figure 64. Europe NB-IoT Chipset Revenue Share by Country (2019-2030)
Figure 65. Europe NB-IoT Chipset Sales Share by Country (2019-2030)
Figure 66. Germany NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 67. France NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 68. U.K. NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 69. Italy NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 70. Russia NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 71. China NB-IoT Chipset Sales Market Share by Type (2019-2030)
Figure 72. China NB-IoT Chipset Revenue Market Share by Type (2019-2030)
Figure 73. China NB-IoT Chipset Sales Market Share by Application (2019-2030)
Figure 74. China NB-IoT Chipset Revenue Market Share by Application (2019-2030)
Figure 75. Asia NB-IoT Chipset Sales Market Share by Type (2019-2030)
Figure 76. Asia NB-IoT Chipset Revenue Market Share by Type (2019-2030)
Figure 77. Asia NB-IoT Chipset Sales Market Share by Application (2019-2030)
Figure 78. Asia NB-IoT Chipset Revenue Market Share by Application (2019-2030)
Figure 79. Asia NB-IoT Chipset Revenue Share by Region (2019-2030)
Figure 80. Asia NB-IoT Chipset Sales Share by Region (2019-2030)
Figure 81. Japan NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 82. South Korea NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 83. China Taiwan NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 84. Southeast Asia NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 85. India NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 86. Middle East, Africa and Latin America NB-IoT Chipset Sales Market Share by Type (2019-2030)
Figure 87. Middle East, Africa and Latin America NB-IoT Chipset Revenue Market Share by Type (2019-2030)
Figure 88. Middle East, Africa and Latin America NB-IoT Chipset Sales Market Share by Application (2019-2030)
Figure 89. Middle East, Africa and Latin America NB-IoT Chipset Revenue Market Share by Application (2019-2030)
Figure 90. Middle East, Africa and Latin America NB-IoT Chipset Revenue Share by Country (2019-2030)
Figure 91. Middle East, Africa and Latin America NB-IoT Chipset Sales Share by Country (2019-2030)
Figure 92. Brazil NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 93. Mexico NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 94. Turkey NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 95. Israel NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 96. GCC Countries NB-IoT Chipset Revenue (2019-2030) & (US$ Million)
Figure 97. NB-IoT Chipset Value Chain
Figure 98. NB-IoT Chipset Production Process
Figure 99. Channels of Distribution
Figure 100. Distributors Profiles
Figure 101. Bottom-up and Top-down Approaches for This Report
Figure 102. Data Triangulation
Figure 103. Key Executives Interviewed