NEW YORK, Aug. 15, 2023 /PRNewswire/ -- The global commercial drones market size is estimated to increase by USD 44,850.06 million from 2022 to 2027. The market's growth momentum will progress at a CAGR of 38.97%. Discover some insights on market size historic period (2017 to 2021) and forecast market data (2023 to 2027) before buying the full report -Request a sample report
Commercial drones market – Company Analysis
Company Landscape - The global commercial drones market is fragmented, with the presence of several global as well as regional vendors. A few prominent vendors that offer commercial drones in the market are Aeronavics, AeroTargets International LLC, AeroVironment Inc., Anadrone Systems Pvt. Ltd., Arc Sky LLC, Autel Robotics Co. Ltd., DELAIR SAS, Denel SOC Ltd., Draganfly Inc., Field Group AS, Geotech Environmental Equipment Inc., Guangzhou EHang Intelligent Technology Co. Ltd, iFlight Innovation Technology Ltd., Intel Corp., Parrot Drones SAS, Red Cat Holdings Inc., Skydio Inc., Teledyne Technologies Inc., The Boeing Co., and Yuneec International Co. Ltd. and others.
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Company Offerings -
- Aeronavics - The company offers commercial drones such as Aeronavics navi, Aeronavics navi RX, Aeronavics skyjib.
- AeroVironment Inc. - The company offers commercial drones such as Quantix Mapper.
- Arc Sky LLC - The company offers commercial drones such as The X55 Airframe.
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Commercial Drones Market - Segmentation Assessment
Segment Overview
This commercial drones market research report extensively covers market segmentation by product (software and services and hardware), end-user (infrastructure, media and entertainment, public safety, agriculture, and others), and geography (North America, Europe, APAC, Middle East and Africa, and South America).
- The software and services segment held the largest share of the market in 2022 and is expected to dominate the market during the forecast period. The increasing demand for software in drones is a key factor driving the growth of this segment. Software solutions help companies validate and analyze drone data. The high cost associated with manufacturing commercial drones has forced many other vendors to stop manufacturing drones and shift to offering technical platforms and software solutions that are suitable for the drones available in the market. Hence all these above-mentioned factors will increase the segment growth during the forecast period.
Geography Overview
By geography, the global commercial drones market is segmented into North America, Europe, APAC, Middle East and Africa, and South America. The report provides actionable insights and estimates the contribution of all regions to the growth of the global commercial drones market.
- North America is estimated to contribute 44% to the commercial drones market growth during the forecast period. In North America, there is a high investment in the R&D of advanced electronics and sensors for military UAVs by the US DoD and the National Aeronautics and Space Administration (NASA). As a result, this will replace the existing avionics systems. For example, in May 2021, the US Army awarded a contract of USD 15.4 million to FLIR for its FLIR Black Hornet 3 personal reconnaissance systems. Furthermore, governing bodies are becoming more reliant on drones because of the success of drone strikes, which are likely to increase their demand and drive the growth of the commercial drones market in the region during the forecast period.
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Commercial Drones Market – Market Dynamics
Leading Drivers -
The rising applications of drones will drive the commercial drones market growth during the forecast period. Technological advancements have led to the use of drones in various fields, including agriculture, construction, mapping, logistics, and surveillance. Moreover, numerous logistics companies are conducting tests and trials for drone-based deliveries. For Instance, the partnership between Zipline International Inc. and Walmart Inc. in September 2020, where commercial drone delivery services were introduced in the US. In addition, drones offer the advantage of enabling faster delivery of goods compared to traditional road transport. Hence, these advancements are expected to drive the growth of the commercial drones market during the forecast period.
Key Trends
The development of lithium-metal batteries is a key trend influencing the commercial drones market growth. As they employ a non-flammable electrolyte, lithium-metal batteries are a viable alternative to lithium-ion batteries. They also have a high energy density, allowing drones to fly for extended periods. Furthermore, these batteries are more compact than lithium-ion batteries. The expanding range of drone flights is driving the use of drones by e-commerce enterprises, logistics organizations, and the construction and industrial sectors. Hence these factors will provide profitable opportunities for the growth of the commercial drones market during the forecast period.
Major challenges -
Cybersecurity threats will challenge the commercial drones market growth during the forecast period. UAVs use several technologies for effective communication. Furthermore, they depend on onboard sensors to determine flight parameters such as speed and altitude. Any external interference can affect one or more flight parameters. The onboard flight computer handles the pre-programmed flight paths which are used by Modern UAVs. This creates an easy chance for hackers to introduce malware into the computer. They can reprogram the flight computer or steal data from the computer. Hence, these challenges have led to mistrust toward the adoption of UAVs, which will restrict the adoption of commercial drones during the forecast period.
What are the key data covered in this commercial drones market report?
- CAGR of the market during the forecast period
- Detailed information on factors that will drive the growth of the commercial drones market between 2023 and 2027
- Precise estimation of the size of the commercial drones market and its contribution to the market with a focus on the parent market
- Accurate predictions about upcoming trends and changes in consumer behavior
- Growth of the commercial drones market across North America, Europe, APAC, Middle East and Africa, and South America
- A thorough analysis of the market's competitive landscape and detailed information about vendors
- Comprehensive analysis of factors that will challenge the growth of commercial drones market vendors
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Related Reports:
The consumer drone market is estimated to grow at a CAGR of 14.76% and the size of the market is forecasted to increase by USD 5,362.6 million between 2022 and 2027. Furthermore, this report extensively covers market segmentation by product (multirotor, fixed wing, and single rotor), distribution channel (offline and online), and geography (North America, APAC, Europe, South America, and the Middle East and Africa). The growing number of acquisitions and partnerships are notably driving the market growth.
The tethered drone market size is estimated to grow at a CAGR of 5.72% between 2022 and 2027, and the size of the market is forecast to increase by USD 21.64 million. Furthermore, this report extensively covers market segmentation by end-user (defense, telecommunication, and inspection and others), type (multi-copter and quadcopter), and geography (North America, Europe, APAC, Middle East and Africa, and South America). The growing demand for drones in telecommunications is one of the key factors driving the growth of the market.
Commercial Drones Market Scope |
|
Report Coverage |
Details |
Historic period |
2017-2021 |
Forecast period |
2023-2027 |
Growth momentum & CAGR |
Accelerate at a CAGR of 38.97% |
Market growth 2023-2027 |
USD 44,850.06 million |
Market structure |
Fragmented |
YoY growth 2022-2023 (%) |
35.0 |
Regional analysis |
North America, Europe, APAC, Middle East and Africa, and South America |
Performing market contribution |
North America at 44% |
Key countries |
US, China, Japan, UK, and France |
Competitive landscape |
Leading Vendors, Market Positioning of Vendors, Competitive Strategies, and Industry Risks |
Key companies profiled |
Aeronavics, AeroTargets International LLC, AeroVironment Inc., Anadrone Systems Pvt. Ltd., Arc Sky LLC, Autel Robotics Co. Ltd., DELAIR SAS, Denel SOC Ltd., Draganfly Inc., Field Group AS, Geotech Environmental Equipment Inc., Guangzhou EHang Intelligent Technology Co. Ltd , iFlight Innovation Technology Ltd., Intel Corp., Parrot Drones SAS, Red Cat Holdings Inc., Skydio Inc., Teledyne Technologies Inc., The Boeing Co., and Yuneec International Co. Ltd. |
Market dynamics |
Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, Market condition analysis for forecast period. |
Customization purview |
If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized. |
Table of Contents
1 Executive Summary
- 1.1 Market Overview
- Exhibit 01: Executive Summary – Chart on Market Overview
- Exhibit 02: Executive Summary – Data Table on Market Overview
- Exhibit 03: Executive Summary – Chart on Global Market Characteristics
- Exhibit 04: Executive Summary – Chart on Market by Geography
- Exhibit 05: Executive Summary – Chart on Market Segmentation by Product
- Exhibit 06: Executive Summary – Chart on Market Segmentation by End-user
- Exhibit 07: Executive Summary – Chart on Incremental Growth
- Exhibit 08: Executive Summary – Data Table on Incremental Growth
- Exhibit 09: Executive Summary – Chart on Vendor Market Positioning
2 Market Landscape
- 2.1 Market ecosystem
- Exhibit 10: Parent market
- Exhibit 11: Market Characteristics
3 Market Sizing
- 3.1 Market definition
- Exhibit 12: Offerings of vendors included in the market definition
- 3.2 Market segment analysis
- Exhibit 13: Market segments
- 3.3 Market size 2022
- 3.4 Market outlook: Forecast for 2022-2027
- Exhibit 14: Chart on Global - Market size and forecast 2022-2027 (USD million)
- Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 (USD million)
- Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
- Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
4 Historic Market Size
- 4.1 Global commercial drones market 2017 - 2021
- Exhibit 18: Historic Market Size – Data Table on global commercial drones market 2017 - 2021 (USD million)
- 4.2 Product Segment Analysis 2017 - 2021
- Exhibit 19: Historic Market Size – Product Segment 2017 - 2021 (USD million)
- 4.3 End-user Segment Analysis 2017 - 2021
- Exhibit 20: Historic Market Size – End-user Segment 2017 - 2021 (USD million)
- 4.4 Geography Segment Analysis 2017 - 2021
- Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 (USD million)
- 4.5 Country Segment Analysis 2017 - 2021
- Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 (USD million)
5 Five Forces Analysis
- 5.1 Five forces summary
- Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
- 5.2 Bargaining power of buyers
- Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
- 5.3 Bargaining power of suppliers
- Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
- 5.4 Threat of new entrants
- Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
- 5.5 Threat of substitutes
- Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
- 5.6 Threat of rivalry
- Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
- 5.7 Market condition
- Exhibit 29: Chart on Market condition - Five forces 2022 and 2027
6 Market Segmentation by Product
- 6.1 Market segments
- Exhibit 30: Chart on Product - Market share 2022-2027 (%)
- Exhibit 31: Data Table on Product - Market share 2022-2027 (%)
- 6.2 Comparison by Product
- Exhibit 32: Chart on Comparison by Product
- Exhibit 33: Data Table on Comparison by Product
- 6.3 Software and services - Market size and forecast 2022-2027
- Exhibit 34: Chart on Software and services - Market size and forecast 2022-2027 (USD million)
- Exhibit 35: Data Table on Software and services - Market size and forecast 2022-2027 (USD million)
- Exhibit 36: Chart on Software and services - Year-over-year growth 2022-2027 (%)
- Exhibit 37: Data Table on Software and services - Year-over-year growth 2022-2027 (%)
- 6.4 Hardware - Market size and forecast 2022-2027
- Exhibit 38: Chart on Hardware - Market size and forecast 2022-2027 (USD million)
- Exhibit 39: Data Table on Hardware - Market size and forecast 2022-2027 (USD million)
- Exhibit 40: Chart on Hardware - Year-over-year growth 2022-2027 (%)
- Exhibit 41: Data Table on Hardware - Year-over-year growth 2022-2027 (%)
- 6.5 Market opportunity by Product
- Exhibit 42: Market opportunity by Product (USD million)
- Exhibit 43: Data Table on Market opportunity by Product (USD million)
7 Market Segmentation by End-user
- 7.1 Market segments
- Exhibit 44: Chart on End-user - Market share 2022-2027 (%)
- Exhibit 45: Data Table on End-user - Market share 2022-2027 (%)
- 7.2 Comparison by End-user
- Exhibit 46: Chart on Comparison by End-user
- Exhibit 47: Data Table on Comparison by End-user
- 7.3 Infrastructure - Market size and forecast 2022-2027
- Exhibit 48: Chart on Infrastructure - Market size and forecast 2022-2027 (USD million)
- Exhibit 49: Data Table on Infrastructure - Market size and forecast 2022-2027 (USD million)
- Exhibit 50: Chart on Infrastructure - Year-over-year growth 2022-2027 (%)
- Exhibit 51: Data Table on Infrastructure - Year-over-year growth 2022-2027 (%)
- 7.4 Media and entertainment - Market size and forecast 2022-2027
- Exhibit 52: Chart on Media and entertainment - Market size and forecast 2022-2027 (USD million)
- Exhibit 53: Data Table on Media and entertainment - Market size and forecast 2022-2027 (USD million)
- Exhibit 54: Chart on Media and entertainment - Year-over-year growth 2022-2027 (%)
- Exhibit 55: Data Table on Media and entertainment - Year-over-year growth 2022-2027 (%)
- 7.5 Public safety - Market size and forecast 2022-2027
- Exhibit 56: Chart on Public safety - Market size and forecast 2022-2027 (USD million)
- Exhibit 57: Data Table on Public safety - Market size and forecast 2022-2027 (USD million)
- Exhibit 58: Chart on Public safety - Year-over-year growth 2022-2027 (%)
- Exhibit 59: Data Table on Public safety - Year-over-year growth 2022-2027 (%)
- 7.6 Agriculture - Market size and forecast 2022-2027
- Exhibit 60: Chart on Agriculture - Market size and forecast 2022-2027 (USD million)
- Exhibit 61: Data Table on Agriculture - Market size and forecast 2022-2027 (USD million)
- Exhibit 62: Chart on Agriculture - Year-over-year growth 2022-2027 (%)
- Exhibit 63: Data Table on Agriculture - Year-over-year growth 2022-2027 (%)
- 7.7 Others - Market size and forecast 2022-2027
- Exhibit 64: Chart on Others - Market size and forecast 2022-2027 (USD million)
- Exhibit 65: Data Table on Others - Market size and forecast 2022-2027 (USD million)
- Exhibit 66: Chart on Others - Year-over-year growth 2022-2027 (%)
- Exhibit 67: Data Table on Others - Year-over-year growth 2022-2027 (%)
- 7.8 Market opportunity by End-user
- Exhibit 68: Market opportunity by End-user (USD million)
- Exhibit 69: Data Table on Market opportunity by End-user (USD million)
8 Customer Landscape
- 8.1 Customer landscape overview
- Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
9 Geographic Landscape
- 9.1 Geographic segmentation
- Exhibit 71: Chart on Market share by geography 2022-2027 (%)
- Exhibit 72: Data Table on Market share by geography 2022-2027 (%)
- 9.2 Geographic comparison
- Exhibit 73: Chart on Geographic comparison
- Exhibit 74: Data Table on Geographic comparison
- 9.3 North America - Market size and forecast 2022-2027
- Exhibit 75: Chart on North America - Market size and forecast 2022-2027 (USD million)
- Exhibit 76: Data Table on North America - Market size and forecast 2022-2027 (USD million)
- Exhibit 77: Chart on North America - Year-over-year growth 2022-2027 (%)
- Exhibit 78: Data Table on North America - Year-over-year growth 2022-2027 (%)
- 9.4 Europe - Market size and forecast 2022-2027
- Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 (USD million)
- Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 (USD million)
- Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%)
- Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
- 9.5 APAC - Market size and forecast 2022-2027
- Exhibit 83: Chart on APAC - Market size and forecast 2022-2027 (USD million)
- Exhibit 84: Data Table on APAC - Market size and forecast 2022-2027 (USD million)
- Exhibit 85: Chart on APAC - Year-over-year growth 2022-2027 (%)
- Exhibit 86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
- 9.6 Middle East and Africa - Market size and forecast 2022-2027
- Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2022-2027 (USD million)
- Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 (USD million)
- Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
- Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
- 9.7 South America - Market size and forecast 2022-2027
- Exhibit 91: Chart on South America - Market size and forecast 2022-2027 (USD million)
- Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 (USD million)
- Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%)
- Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%)
- 9.8 US - Market size and forecast 2022-2027
- Exhibit 95: Chart on US - Market size and forecast 2022-2027 (USD million)
- Exhibit 96: Data Table on US - Market size and forecast 2022-2027 (USD million)
- Exhibit 97: Chart on US - Year-over-year growth 2022-2027 (%)
- Exhibit 98: Data Table on US - Year-over-year growth 2022-2027 (%)
- 9.9 China - Market size and forecast 2022-2027
- Exhibit 99: Chart on China - Market size and forecast 2022-2027 (USD million)
- Exhibit 100: Data Table on China - Market size and forecast 2022-2027 (USD million)
- Exhibit 101: Chart on China - Year-over-year growth 2022-2027 (%)
- Exhibit 102: Data Table on China - Year-over-year growth 2022-2027 (%)
- 9.10 France - Market size and forecast 2022-2027
- Exhibit 103: Chart on France - Market size and forecast 2022-2027 (USD million)
- Exhibit 104: Data Table on France - Market size and forecast 2022-2027 (USD million)
- Exhibit 105: Chart on France - Year-over-year growth 2022-2027 (%)
- Exhibit 106: Data Table on France - Year-over-year growth 2022-2027 (%)
- 9.11 UK - Market size and forecast 2022-2027
- Exhibit 107: Chart on UK - Market size and forecast 2022-2027 (USD million)
- Exhibit 108: Data Table on UK - Market size and forecast 2022-2027 (USD million)
- Exhibit 109: Chart on UK - Year-over-year growth 2022-2027 (%)
- Exhibit 110: Data Table on UK - Year-over-year growth 2022-2027 (%)
- 9.12 Japan - Market size and forecast 2022-2027
- Exhibit 111: Chart on Japan - Market size and forecast 2022-2027 (USD million)
- Exhibit 112: Data Table on Japan - Market size and forecast 2022-2027 (USD million)
- Exhibit 113: Chart on Japan - Year-over-year growth 2022-2027 (%)
- Exhibit 114: Data Table on Japan - Year-over-year growth 2022-2027 (%)
- 9.13 Market opportunity by geography
- Exhibit 115: Market opportunity by geography (USD million)
- Exhibit 116: Data Tables on Market opportunity by geography (USD million)
10 Drivers, Challenges, and Trends
- 10.1 Market drivers
- 10.2 Market challenges
- 10.3 Impact of drivers and challenges
- Exhibit 117: Impact of drivers and challenges in 2022 and 2027
- 10.4 Market trends
11 Vendor Landscape
- 11.1 Overview
- 11.2 Vendor landscape
- Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
- 11.3 Landscape disruption
- Exhibit 119: Overview on factors of disruption
- 11.4 Industry risks
- Exhibit 120: Impact of key risks on business
12 Vendor Analysis
- 12.1 Vendors covered
- Exhibit 121: Vendors covered
- 12.2 Market positioning of vendors
- Exhibit 122: Matrix on vendor position and classification
- 12.3 Aeronavics
- Exhibit 123: Aeronavics - Overview
- Exhibit 124: Aeronavics - Product / Service
- Exhibit 125: Aeronavics - Key offerings
- 12.4 AeroVironment Inc.
- Exhibit 126: AeroVironment Inc. - Overview
- Exhibit 127: AeroVironment Inc. - Business segments
- Exhibit 128: AeroVironment Inc. - Key news
- Exhibit 129: AeroVironment Inc. - Key offerings
- Exhibit 130: AeroVironment Inc. - Segment focus
- 12.5 Arc Sky LLC
- Exhibit 131: Arc Sky LLC - Overview
- Exhibit 132: Arc Sky LLC - Product / Service
- Exhibit 133: Arc Sky LLC - Key offerings
- 12.6 Autel Robotics Co. Ltd.
- Exhibit 134: Autel Robotics Co. Ltd. - Overview
- Exhibit 135: Autel Robotics Co. Ltd. - Product / Service
- Exhibit 136: Autel Robotics Co. Ltd. - Key offerings
- 12.7 DELAIR SAS
- Exhibit 137: DELAIR SAS - Overview
- Exhibit 138: DELAIR SAS - Product / Service
- Exhibit 139: DELAIR SAS - Key offerings
- 12.8 Draganfly Inc.
- Exhibit 140: Draganfly Inc. - Overview
- Exhibit 141: Draganfly Inc. - Business segments
- Exhibit 142: Draganfly Inc. - Key offerings
- Exhibit 143: Draganfly Inc. - Segment focus
- 12.9 Field Group AS
- Exhibit 144: Field Group AS - Overview
- Exhibit 145: Field Group AS - Product / Service
- Exhibit 146: Field Group AS - Key offerings
- 12.10 Geotech Environmental Equipment Inc.
- Exhibit 147: Geotech Environmental Equipment Inc. - Overview
- Exhibit 148: Geotech Environmental Equipment Inc. - Product / Service
- Exhibit 149: Geotech Environmental Equipment Inc. - Key offerings
- 12.11 Guangzhou EHang Intelligent Technology Co. Ltd
- Exhibit 150: Guangzhou EHang Intelligent Technology Co. Ltd - Overview
- Exhibit 151: Guangzhou EHang Intelligent Technology Co. Ltd - Product / Service
- Exhibit 152: Guangzhou EHang Intelligent Technology Co. Ltd - Key news
- Exhibit 153: Guangzhou EHang Intelligent Technology Co. Ltd - Key offerings
- 12.12 iFlight Innovation Technology Ltd.
- Exhibit 154: iFlight Innovation Technology Ltd. - Overview
- Exhibit 155: iFlight Innovation Technology Ltd. - Product / Service
- Exhibit 156: iFlight Innovation Technology Ltd. - Key offerings
- 12.13 Parrot Drones SAS
- Exhibit 157: Parrot Drones SAS - Overview
- Exhibit 158: Parrot Drones SAS - Product / Service
- Exhibit 159: Parrot Drones SAS - Key offerings
- 12.14 Skydio Inc.
- Exhibit 160: Skydio Inc. - Overview
- Exhibit 161: Skydio Inc. - Product / Service
- Exhibit 162: Skydio Inc. - Key offerings
- 12.15 Teledyne Technologies Inc.
- Exhibit 163: Teledyne Technologies Inc. - Overview
- Exhibit 164: Teledyne Technologies Inc. - Business segments
- Exhibit 165: Teledyne Technologies Inc. - Key news
- Exhibit 166: Teledyne Technologies Inc. - Key offerings
- Exhibit 167: Teledyne Technologies Inc. - Segment focus
- 12.16 The Boeing Co.
- Exhibit 168: The Boeing Co. - Overview
- Exhibit 169: The Boeing Co. - Business segments
- Exhibit 170: The Boeing Co. - Key offerings
- Exhibit 171: The Boeing Co. - Segment focus
- 12.17 Yuneec International Co. Ltd.
- Exhibit 172: Yuneec International Co. Ltd. - Overview
- Exhibit 173: Yuneec International Co. Ltd. - Product / Service
- Exhibit 174: Yuneec International Co. Ltd. - Key news
- Exhibit 175: Yuneec International Co. Ltd. - Key offerings
13 Appendix
- 13.1 Scope of the report
- 13.2 Inclusions and exclusions checklist
- Exhibit 176: Inclusions checklist
- Exhibit 177: Exclusions checklist
- 13.3 Currency conversion rates for USUSD
- Exhibit 178: Currency conversion rates for USUSD
- 13.4 Research methodology
- Exhibit 179: Research methodology
- Exhibit 180: Validation techniques employed for market sizing
- Exhibit 181: Information sources
- 13.5 List of abbreviations
- Exhibit 182: List of abbreviations
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