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한글목차
예측 AI 애니메이션 시장은 2024-2029년 16억 1,420만 달러 증가하고, 예측 기간 중 연평균 복합 성장률(CAGR)은 31.4%를 보일 것으로 예측됩니다.
세계 예측 AI 애니메이션 시장에 대해 조사 분석했으며, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 대상으로 한 벤더 분석 등의 정보를 전해드립니다.
현재의 시장 시나리오, 최신 동향 및 성장요인, 전체 시장 환경에 대한 최신 분석을 제공합니다. 이 시장은 디지털 컨텐츠에 대한 세계 수요 급증과 제작의 복잡성 증가, 생성형 AI 기술의 급속한 발전과 접근성 향상, 몰입형 인터랙티브 실시간 경험에 대한 수요 증가에 힘입어 성장세를 보이고 있습니다.
시장 범위
기준 연도
2025년
종료 연도
2029년
예측 기간
2025-2029년
성장 모멘텀
가속
전년대비
26.4%
CAGR
31.4%
증가액
16억 1,420만 달러
본 조사는 업계 주요 진입기업들의 의견을 포함하여 1차 정보와 2차 정보를 객관적으로 조합하여 진행되었습니다. 이 보고서에는 주요 기업 분석과 함께 종합적인 시장 규모 데이터, 지역별 분석에 따른 부문, 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 있습니다.
이 보고서는 향후 몇 년간 AI 애니메이션 시장의 성장을 가속할 주요 이유 중 하나로 전반적인 장면 생성에서 작업 자동화로의 전환을 꼽았습니다. 또한 실시간 인터랙티브와 초개인화된 경험, 원활한 통합, 인간과 AI의 하이브리드 크리에이티브 파이프라인의 출현을 향한 추진은 시장의 큰 수요로 이어질 것입니다.
목차
제1장 주요 요약
시장 개요
제2장 Technavio 분석
가격, 수명주기, 고객 구입 바스켓, 채택 비율, 구입 기준 분석
인풋의 중요성과 차별화 요인
파괴적 변화 요인
성장 촉진요인과 과제의 영향
제3장 시장 구도
시장 생태계
시장 특징
밸류체인 분석
제4장 시장 규모
시장의 정의
시장 부문 분석
시장 규모(2024년)
시장 전망(2024-2029년)
제5장 Five Forces 분석
Five Forces 요약
바이어의 교섭력
공급 기업의 교섭력
신규 진출업체의 위협
대체품의 위협
경쟁 위협
시장 현황
제6장 시장 세분화 : 컴포넌트별
시장 부문
비교 : 컴포넌트별
솔루션 : 시장 규모와 예측(2024-2029년)
서비스 : 시장 규모와 예측(2024-2029년)
시장 기회 : 컴포넌트별
제7장 시장 세분화 : 용도별
시장 부문
비교 : 용도별
캐릭터 애니메이션 : 시장 규모와 예측(2024-2029년)
씬 생성 : 시장 규모와 예측(2024-2029년)
음성 및 회화 합성 : 시장 규모와 예측(2024-2029년)
기타 : 시장 규모와 예측(2024-2029년)
시장 기회 : 용도별
제8장 시장 세분화 : 최종사용자별
시장 부문
비교 : 최종사용자별
게임 개발 : 시장 규모와 예측(2024-2029년)
영화 및 TV 스튜디오 : 시장 규모와 예측(2024-2029년)
광고 및 마케팅 대리점 : 시장 규모와 예측(2024-2029년)
교육 컨텐츠 프로바이더 : 시장 규모와 예측(2024-2029년)
기타 : 시장 규모와 예측(2024-2029년)
시장 기회 : 최종사용자별
제9장 고객 상황
고객 상황 개요
제10장 지역별 상황
지역별 세분화
지역별 비교
북미 : 시장 규모와 예측(2024-2029년)
아시아태평양 : 시장 규모와 예측(2024-2029년)
유럽 : 시장 규모와 예측(2024-2029년)
남미 : 시장 규모와 예측(2024-2029년)
중동 및 아프리카 : 시장 규모와 예측(2024-2029년)
미국 : 시장 규모와 예측(2024-2029년)
중국 : 시장 규모와 예측(2024-2029년)
독일 : 시장 규모와 예측(2024-2029년)
일본 : 시장 규모와 예측(2024-2029년)
인도 : 시장 규모와 예측(2024-2029년)
한국 : 시장 규모와 예측(2024-2029년)
영국 : 시장 규모와 예측(2024-2029년)
프랑스 : 시장 규모와 예측(2024-2029년)
캐나다 : 시장 규모와 예측(2024-2029년)
이탈리아 : 시장 규모와 예측(2024-2029년)
시장 기회 : 지역 상황별
제11장 성장 촉진요인, 과제, 기회 및 성장 억제요인
시장 성장 촉진요인
시장이 해결해야 할 과제
성장 촉진요인과 과제의 영향
시장 기회와 성장 억제요인
제12장 경쟁 구도
개요
경쟁 구도
파괴적 혁신 상황
업계 리스크
제13장 경쟁 분석
기업 개요
기업 순위 지수
기업의 시장 포지셔닝
Adobe Inc.
Animaker Inc.
Apple Inc.
Autodesk Inc.
CASCADEUR
DEEPMOTION INC.
Epic Games Inc.
Meta Platforms Inc.
NVIDIA Corp.
OpenAI
PIXAR ANIMATION STUDIOS
Powtoon Inc.
Reallusion Inc.
Toon Boom Animation Inc.
Unity Technologies Inc.
제14장 부록
LSH
영문 목차
영문목차
The predictive AI animation market is forecasted to grow by USD 1,614.2 mn during 2024-2029, accelerating at a CAGR of 31.4% during the forecast period. The report on the predictive AI animation market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.
The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by surging global demand for digital content coupled with rising production complexities, rapid advancements and increasing accessibility of generative AI technologies, and growing demand for immersive and interactive real-time experiences.
Market Scope
Base Year
2025
End Year
2029
Series Year
2025-2029
Growth Momentum
Accelerate
YOY 2025
26.4%
CAGR
31.4%
Incremental Value
$1,614.2 mn
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.
Technavio's predictive AI animation market is segmented as below:
By Component
Solution
Services
By Application
Character animation
Scene generation
Voice and dialogue synthesis
Others
By End-user
Game development
Film and television studios
Advertising and marketing agencies
Educational content providers
Others
By Geographical Landscape
North America
APAC
Europe
South America
Middle East and Africa
This study identifies the shift toward task automation from holistic scene generation as one of the prime reasons driving the predictive AI animation market growth during the next few years. Also, push towards real-time interactivity and hyper-personalized experiences and seamless integration and emergence of hybrid human-AI creative pipelines will lead to sizable demand in the market.
The report on the predictive AI animation market covers the following areas:
Predictive AI Animation Market sizing
Predictive AI Animation Market forecast
Predictive AI Animation Market industry analysis
The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading predictive AI animation market vendors that include Adobe Inc., Animaker Inc., Animatron Inc., Apple Inc., Autodesk Inc., Blender, CASCADEUR, DEEPMOTION INC., Epic Games Inc., invideo, Meta Platforms Inc., NVIDIA Corp., OpenAI, PIXAR ANIMATION STUDIOS, Plotagon, Powtoon Inc., Reallusion Inc., Toon Boom Animation Inc., and Unity Technologies Inc.. Also, the predictive AI animation market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.
The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.
Table of Contents
1 Executive Summary
1.1 Market overview
Executive Summary - Chart on Market Overview
Executive Summary - Data Table on Market Overview
Executive Summary - Chart on Global Market Characteristics
Executive Summary - Chart on Market By Geographical Landscape
Executive Summary - Chart on Market Segmentation by Component
Executive Summary - Chart on Market Segmentation by Application
Executive Summary - Chart on Market Segmentation by End-user
Executive Summary - Chart on Incremental Growth
Executive Summary - Data Table on Incremental Growth
Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
Overview on factors of disruption
2.4 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
3.1 Market ecosystem
Parent Market
Data Table on - Parent Market
3.2 Market characteristics
Market characteristics analysis
3.3 Value chain analysis
Value chain analysis
4 Market Sizing
4.1 Market definition
Offerings of companies included in the market definition
4.2 Market segment analysis
Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
Chart on Global - Market size and forecast 2024-2029 ($ million)
Data Table on Global - Market size and forecast 2024-2029 ($ million)
Chart on Global Market: Year-over-year growth 2024-2029 (%)
Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Five Forces Analysis
5.1 Five forces summary
Five forces analysis - Comparison between 2024 and 2029
5.2 Bargaining power of buyers
Bargaining power of buyers - Impact of key factors 2024 and 2029
5.3 Bargaining power of suppliers
Bargaining power of suppliers - Impact of key factors in 2024 and 2029
5.4 Threat of new entrants
Threat of new entrants - Impact of key factors in 2024 and 2029
5.5 Threat of substitutes
Threat of substitutes - Impact of key factors in 2024 and 2029
5.6 Threat of rivalry
Threat of rivalry - Impact of key factors in 2024 and 2029
5.7 Market condition
Chart on Market condition - Five forces 2024 and 2029
6 Market Segmentation by Component
6.1 Market segments
Chart on Component - Market share 2024-2029 (%)
Data Table on Component - Market share 2024-2029 (%)
6.2 Comparison by Component
Chart on Comparison by Component
Data Table on Comparison by Component
6.3 Solution - Market size and forecast 2024-2029
Chart on Solution - Market size and forecast 2024-2029 ($ million)
Data Table on Solution - Market size and forecast 2024-2029 ($ million)
Chart on Solution - Year-over-year growth 2024-2029 (%)
Data Table on Solution - Year-over-year growth 2024-2029 (%)
6.4 Services - Market size and forecast 2024-2029
Chart on Services - Market size and forecast 2024-2029 ($ million)
Data Table on Services - Market size and forecast 2024-2029 ($ million)
Chart on Services - Year-over-year growth 2024-2029 (%)
Data Table on Services - Year-over-year growth 2024-2029 (%)
6.5 Market opportunity by Component
Market opportunity by Component ($ million)
Data Table on Market opportunity by Component ($ million)
7 Market Segmentation by Application
7.1 Market segments
Chart on Application - Market share 2024-2029 (%)
Data Table on Application - Market share 2024-2029 (%)
7.2 Comparison by Application
Chart on Comparison by Application
Data Table on Comparison by Application
7.3 Character animation - Market size and forecast 2024-2029
Chart on Character animation - Market size and forecast 2024-2029 ($ million)
Data Table on Character animation - Market size and forecast 2024-2029 ($ million)
Chart on Character animation - Year-over-year growth 2024-2029 (%)
Data Table on Character animation - Year-over-year growth 2024-2029 (%)
7.4 Scene generation - Market size and forecast 2024-2029
Chart on Scene generation - Market size and forecast 2024-2029 ($ million)
Data Table on Scene generation - Market size and forecast 2024-2029 ($ million)
Chart on Scene generation - Year-over-year growth 2024-2029 (%)
Data Table on Scene generation - Year-over-year growth 2024-2029 (%)
7.5 Voice and dialogue synthesis - Market size and forecast 2024-2029
Chart on Voice and dialogue synthesis - Market size and forecast 2024-2029 ($ million)
Data Table on Voice and dialogue synthesis - Market size and forecast 2024-2029 ($ million)
Chart on Voice and dialogue synthesis - Year-over-year growth 2024-2029 (%)
Data Table on Voice and dialogue synthesis - Year-over-year growth 2024-2029 (%)
7.6 Others - Market size and forecast 2024-2029
Chart on Others - Market size and forecast 2024-2029 ($ million)
Data Table on Others - Market size and forecast 2024-2029 ($ million)
Chart on Others - Year-over-year growth 2024-2029 (%)
Data Table on Others - Year-over-year growth 2024-2029 (%)
7.7 Market opportunity by Application
Market opportunity by Application ($ million)
Data Table on Market opportunity by Application ($ million)
8 Market Segmentation by End-user
8.1 Market segments
Chart on End-user - Market share 2024-2029 (%)
Data Table on End-user - Market share 2024-2029 (%)
8.2 Comparison by End-user
Chart on Comparison by End-user
Data Table on Comparison by End-user
8.3 Game development - Market size and forecast 2024-2029
Chart on Game development - Market size and forecast 2024-2029 ($ million)
Data Table on Game development - Market size and forecast 2024-2029 ($ million)
Chart on Game development - Year-over-year growth 2024-2029 (%)
Data Table on Game development - Year-over-year growth 2024-2029 (%)
8.4 Film and television studios - Market size and forecast 2024-2029
Chart on Film and television studios - Market size and forecast 2024-2029 ($ million)
Data Table on Film and television studios - Market size and forecast 2024-2029 ($ million)
Chart on Film and television studios - Year-over-year growth 2024-2029 (%)
Data Table on Film and television studios - Year-over-year growth 2024-2029 (%)
8.5 Advertising and marketing agencies - Market size and forecast 2024-2029
Chart on Advertising and marketing agencies - Market size and forecast 2024-2029 ($ million)
Data Table on Advertising and marketing agencies - Market size and forecast 2024-2029 ($ million)
Chart on Advertising and marketing agencies - Year-over-year growth 2024-2029 (%)
Data Table on Advertising and marketing agencies - Year-over-year growth 2024-2029 (%)
8.6 Educational content providers - Market size and forecast 2024-2029
Chart on Educational content providers - Market size and forecast 2024-2029 ($ million)
Data Table on Educational content providers - Market size and forecast 2024-2029 ($ million)
Chart on Educational content providers - Year-over-year growth 2024-2029 (%)
Data Table on Educational content providers - Year-over-year growth 2024-2029 (%)
8.7 Others - Market size and forecast 2024-2029
Chart on Others - Market size and forecast 2024-2029 ($ million)
Data Table on Others - Market size and forecast 2024-2029 ($ million)
Chart on Others - Year-over-year growth 2024-2029 (%)
Data Table on Others - Year-over-year growth 2024-2029 (%)
8.8 Market opportunity by End-user
Market opportunity by End-user ($ million)
Data Table on Market opportunity by End-user ($ million)
9 Customer Landscape
9.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
10 Geographic Landscape
10.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2024-2029 (%)
Data Table on Market share By Geographical Landscape 2024-2029 (%)
10.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
10.3 North America - Market size and forecast 2024-2029
Chart on North America - Market size and forecast 2024-2029 ($ million)
Data Table on North America - Market size and forecast 2024-2029 ($ million)
Chart on North America - Year-over-year growth 2024-2029 (%)
Data Table on North America - Year-over-year growth 2024-2029 (%)
10.4 APAC - Market size and forecast 2024-2029
Chart on APAC - Market size and forecast 2024-2029 ($ million)
Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Chart on APAC - Year-over-year growth 2024-2029 (%)
Data Table on APAC - Year-over-year growth 2024-2029 (%)
10.5 Europe - Market size and forecast 2024-2029
Chart on Europe - Market size and forecast 2024-2029 ($ million)
Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Chart on Europe - Year-over-year growth 2024-2029 (%)
Data Table on Europe - Year-over-year growth 2024-2029 (%)
10.6 South America - Market size and forecast 2024-2029
Chart on South America - Market size and forecast 2024-2029 ($ million)
Data Table on South America - Market size and forecast 2024-2029 ($ million)
Chart on South America - Year-over-year growth 2024-2029 (%)
Data Table on South America - Year-over-year growth 2024-2029 (%)
10.7 Middle East and Africa - Market size and forecast 2024-2029
Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
10.8 US - Market size and forecast 2024-2029
Chart on US - Market size and forecast 2024-2029 ($ million)
Data Table on US - Market size and forecast 2024-2029 ($ million)
Chart on US - Year-over-year growth 2024-2029 (%)
Data Table on US - Year-over-year growth 2024-2029 (%)
10.9 China - Market size and forecast 2024-2029
Chart on China - Market size and forecast 2024-2029 ($ million)
Data Table on China - Market size and forecast 2024-2029 ($ million)
Chart on China - Year-over-year growth 2024-2029 (%)
Data Table on China - Year-over-year growth 2024-2029 (%)
10.10 Germany - Market size and forecast 2024-2029
Chart on Germany - Market size and forecast 2024-2029 ($ million)
Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Chart on Germany - Year-over-year growth 2024-2029 (%)
Data Table on Germany - Year-over-year growth 2024-2029 (%)
10.11 Japan - Market size and forecast 2024-2029
Chart on Japan - Market size and forecast 2024-2029 ($ million)
Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Chart on Japan - Year-over-year growth 2024-2029 (%)
Data Table on Japan - Year-over-year growth 2024-2029 (%)
10.12 India - Market size and forecast 2024-2029
Chart on India - Market size and forecast 2024-2029 ($ million)
Data Table on India - Market size and forecast 2024-2029 ($ million)
Chart on India - Year-over-year growth 2024-2029 (%)
Data Table on India - Year-over-year growth 2024-2029 (%)
10.13 South Korea - Market size and forecast 2024-2029
Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Chart on South Korea - Year-over-year growth 2024-2029 (%)
Data Table on South Korea - Year-over-year growth 2024-2029 (%)
10.14 UK - Market size and forecast 2024-2029
Chart on UK - Market size and forecast 2024-2029 ($ million)
Data Table on UK - Market size and forecast 2024-2029 ($ million)
Chart on UK - Year-over-year growth 2024-2029 (%)
Data Table on UK - Year-over-year growth 2024-2029 (%)
10.15 France - Market size and forecast 2024-2029
Chart on France - Market size and forecast 2024-2029 ($ million)
Data Table on France - Market size and forecast 2024-2029 ($ million)
Chart on France - Year-over-year growth 2024-2029 (%)
Data Table on France - Year-over-year growth 2024-2029 (%)
10.16 Canada - Market size and forecast 2024-2029
Chart on Canada - Market size and forecast 2024-2029 ($ million)
Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Chart on Canada - Year-over-year growth 2024-2029 (%)
Data Table on Canada - Year-over-year growth 2024-2029 (%)
10.17 Italy - Market size and forecast 2024-2029
Chart on Italy - Market size and forecast 2024-2029 ($ million)
Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Chart on Italy - Year-over-year growth 2024-2029 (%)
Data Table on Italy - Year-over-year growth 2024-2029 (%)
10.18 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
11 Drivers, Challenges, and Opportunity/Restraints
11.1 Market drivers
11.2 Market challenges
11.3 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
11.4 Market opportunities/restraints
12 Competitive Landscape
12.1 Overview
12.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
12.3 Landscape disruption
Overview on factors of disruption
12.4 Industry risks
Impact of key risks on business
13 Competitive Analysis
13.1 Companies profiled
Companies covered
13.2 Company ranking index
Company ranking index
13.3 Market positioning of companies
Matrix on companies position and classification
13.4 Adobe Inc.
Adobe Inc. - Overview
Adobe Inc. - Business segments
Adobe Inc. - Key news
Adobe Inc. - Key offerings
Adobe Inc. - Segment focus
SWOT
13.5 Animaker Inc.
Animaker Inc. - Overview
Animaker Inc. - Product / Service
Animaker Inc. - Key offerings
SWOT
13.6 Apple Inc.
Apple Inc. - Overview
Apple Inc. - Business segments
Apple Inc. - Key news
Apple Inc. - Key offerings
Apple Inc. - Segment focus
SWOT
13.7 Autodesk Inc.
Autodesk Inc. - Overview
Autodesk Inc. - Business segments
Autodesk Inc. - Key news
Autodesk Inc. - Key offerings
Autodesk Inc. - Segment focus
SWOT
13.8 CASCADEUR
CASCADEUR - Overview
CASCADEUR - Product / Service
CASCADEUR - Key offerings
SWOT
13.9 DEEPMOTION INC.
DEEPMOTION INC. - Overview
DEEPMOTION INC. - Product / Service
DEEPMOTION INC. - Key offerings
SWOT
13.10 Epic Games Inc.
Epic Games Inc. - Overview
Epic Games Inc. - Product / Service
Epic Games Inc. - Key offerings
SWOT
13.11 Meta Platforms Inc.
Meta Platforms Inc. - Overview
Meta Platforms Inc. - Business segments
Meta Platforms Inc. - Key offerings
Meta Platforms Inc. - Segment focus
SWOT
13.12 NVIDIA Corp.
NVIDIA Corp. - Overview
NVIDIA Corp. - Business segments
NVIDIA Corp. - Key news
NVIDIA Corp. - Key offerings
NVIDIA Corp. - Segment focus
SWOT
13.13 OpenAI
OpenAI - Overview
OpenAI - Product / Service
OpenAI - Key offerings
SWOT
13.14 PIXAR ANIMATION STUDIOS
PIXAR ANIMATION STUDIOS - Overview
PIXAR ANIMATION STUDIOS - Product / Service
PIXAR ANIMATION STUDIOS - Key offerings
SWOT
13.15 Powtoon Inc.
Powtoon Inc. - Overview
Powtoon Inc. - Product / Service
Powtoon Inc. - Key offerings
SWOT
13.16 Reallusion Inc.
Reallusion Inc. - Overview
Reallusion Inc. - Product / Service
Reallusion Inc. - Key offerings
SWOT
13.17 Toon Boom Animation Inc.
Toon Boom Animation Inc. - Overview
Toon Boom Animation Inc. - Product / Service
Toon Boom Animation Inc. - Key offerings
SWOT
13.18 Unity Technologies Inc.
Unity Technologies Inc. - Overview
Unity Technologies Inc. - Product / Service
Unity Technologies Inc. - Key news
Unity Technologies Inc. - Key offerings
SWOT
14 Appendix
14.1 Scope of the report
14.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
14.3 Currency conversion rates for US$
Currency conversion rates for US$
14.4 Research methodology
Research methodology
14.5 Data procurement
Information sources
14.6 Data validation
Data validation
14.7 Validation techniques employed for market sizing