한글목차

대체 데이터 시장은 2024-2029년 603억 1,800만 달러로 예측 기간 동안 52.5%의 CAGR로 성장할 것으로 예상됩니다.

세계의 대체 데이터 시장에 대해 조사 분석했으며, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더에 대한 벤더 분석 등의 정보를 전해드립니다.

현재 시장 시나리오, 최신 동향 및 촉진요인, 전체 시장 환경에 대한 최신 분석을 제공합니다. 이 시장은 데이터 소스의 가용성과 다양성 증가, 알파 세대의 수요 증가, 데이터 분석 및 AI의 발전에 힘입어 성장하고 있습니다.

이 보고서는 대체 데이터 기반 투자 전략의 부상이 향후 몇 년 동안 대체 데이터 시장 성장을 주도할 주요 요인 중 하나라고 지적합니다. 또한, AI와 머신러닝의 통합과 예측 분석에 대한 집중은 시장의 큰 수요로 이어질 것입니다.

목차

제1장 주요 요약

• 시장 개요

제2장 Technavio 분석

• 가격·수명주기·고객 구입 바스켓·채용률·구입 기준 분석
• 인풋의 중요성과 차별화 요인
• 혼란 요인
• 성장 촉진요인과 과제의 영향

제3장 시장 상황

• 시장 생태계
• 시장의 특징
• 밸류체인 분석

제4장 시장 규모

• 시장 정의
• 시장 부문 분석
• 시장 규모 2024
• 시장 전망 2024-2029

제5장 시장 규모 실적

• 대체 데이터 세계 시장 2019-2023
• 유형별 부문 분석 2019-2023
• 최종사용자별 부문 분석 2019-2023
• 지역별 부문 분석 2019-2023
• 국가별 부문 분석 2019-2023

제6장 정성 분석

• AI의 영향 : 대체 데이터 세계 시장

제7장 Five Forces 분석

• Five Forces 요약
• 구매자의 교섭력
• 공급 기업의 교섭력
• 신규 참여업체의 위협
• 대체품의 위협
• 경쟁의 위협
• 시장 상황

제8장 시장 세분화 : 유형별

• 시장 부문
• 비교 : 유형별
• 신용카드 및 체크카드 거래 : 시장 규모와 예측 2024-2029
• 소셜 미디어 : 시장 규모와 예측 2024-2029
• 모바일 애플리케이션 사용 : 시장 규모와 예측 2024-2029
• 웹 스크랩 데이터 : 시장 규모와 예측 2024-2029
• 기타 : 시장 규모와 예측 2024-2029
• 시장 기회 : 유형별

제9장 시장 세분화 : 최종사용자별

• 시장 부문
• 비교 : 최종사용자별
• BFSI : 시장 규모와 예측 2024-2029
• IT·통신 : 시장 규모와 예측 2024-2029
• 소매 : 시장 규모와 예측 2024-2029
• 기타 : 시장 규모와 예측 2024-2029
• 시장 기회 : 최종사용자별

제10장 고객 상황

• 고객 상황 개요

제11장 지역별 상황

• 지역별 세분화
• 지역별 비교
• 북미 : 시장 규모와 예측 2024-2029
• 유럽 : 시장 규모와 예측 2024-2029
• 아시아태평양 : 시장 규모와 예측 2024-2029
• 남미 : 시장 규모와 예측 2024-2029
• 중동 및 아프리카 : 시장 규모와 예측 2024-2029
• 미국 : 시장 규모와 예측 2024-2029
• 캐나다 : 시장 규모와 예측 2024-2029
• 영국 : 시장 규모와 예측 2024-2029
• 중국 : 시장 규모와 예측 2024-2029
• 멕시코 : 시장 규모와 예측 2024-2029
• 독일 : 시장 규모와 예측 2024-2029
• 일본 : 시장 규모와 예측 2024-2029
• 인도 : 시장 규모와 예측 2024-2029
• 프랑스 : 시장 규모와 예측 2024-2029
• 이탈리아 : 시장 규모와 예측 2024-2029
• 시장 기회 : 지역 상황별

제12장 촉진요인, 과제, 기회, 억제요인

• 시장 성장 촉진요인
• 시장 과제
• 성장 촉진요인과 과제의 영향
• 시장 기회·억제요인

제13장 경쟁 구도

• 개요
• 경쟁 구도
• 혼란 상황
• 업계 리스크

제14장 경쟁 분석

• 기업 개요
• 기업 순위 지수
• 기업의 시장 포지셔닝
• Advan Research Corp.
• Beijing Tendcloud Tianxia Technology Co. Ltd.
• Convergence Inc.
• Dataminr Inc.
• Eagle Alpha Ltd.
• FactSet Research Systems Inc.
• Geotab Inc.
• M Science LLC
• Preqin Ltd.
• RavenPack International S.L.U.
• Symphony Innovation LLC
• The Earnest Analytics Co.
• Thinknum Alternative Data
• UBS Group AG
• Yipit LLC

제15장 부록

영문목차

The alternative data market is forecasted to grow by USD 60318 mn during 2024-2029, accelerating at a CAGR of 52.5% during the forecast period. The report on the alternative data 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 increased availability and diversity of data sources, growing demand for alpha generation, and advancements in data analytics and ai.

Technavio's alternative data market is segmented as below:

By Type

• Credit and debit card transactions
• Social media
• Mobile application usage
• Web scrapped data
• Others

By End-user

• BFSI
• IT and telecommunication
• Retail
• Others

By Geographical Landscape

• North America
• Europe
• APAC
• South America
• Middle East and Africa

This study identifies the rise of alternative data-driven investment strategies as one of the prime reasons driving the alternative data market growth during the next few years. Also, ai and machine learning integration and focus on predictive analytics will lead to sizable demand in the market.

The report on the alternative data market covers the following areas:

• Alternative Data Market sizing
• Alternative Data Market forecast
• Alternative Data 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 alternative data market vendors that include Advan Research Corp., Beijing Tendcloud Tianxia Technology Co. Ltd., Convergence Inc., Dataminr Inc., Eagle Alpha Ltd., FactSet Research Systems Inc., Geotab Inc., Intrinio Inc., Japan Exchange Group Inc., M Science LLC, Moodys Corp., Preqin Ltd., RavenPack International S.L.U., Refinitiv, Symphony Innovation LLC, The Earnest Analytics Co., Thinknum Alternative Data, UBS Group AG, Visible Alpha LLC, and Yipit LLC. Also, the alternative data 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 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 and vendor landscape in addition to an analysis of the key vendors.

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 Type
  • 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 Historic Market Size

• 5.1 Global Alternative Data Market 2019 - 2023
  • Historic Market Size - Data Table on Global Alternative Data Market 2019 - 2023 ($ million)
• 5.2 Type segment analysis 2019 - 2023
  • Historic Market Size - Type Segment 2019 - 2023 ($ million)
• 5.3 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.4 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.5 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Qualitative Analysis

• 6.1 Impact of AI on Global Alternative Data Market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 7.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

8 Market Segmentation by Type

• 8.1 Market segments
  • Chart on Type - Market share 2024-2029 (%)
  • Data Table on Type - Market share 2024-2029 (%)
• 8.2 Comparison by Type
  • Chart on Comparison by Type
  • Data Table on Comparison by Type
• 8.3 Credit and debit card transactions - Market size and forecast 2024-2029
  • Chart on Credit and debit card transactions - Market size and forecast 2024-2029 ($ million)
  • Data Table on Credit and debit card transactions - Market size and forecast 2024-2029 ($ million)
  • Chart on Credit and debit card transactions - Year-over-year growth 2024-2029 (%)
  • Data Table on Credit and debit card transactions - Year-over-year growth 2024-2029 (%)
• 8.4 Social media - Market size and forecast 2024-2029
  • Chart on Social media - Market size and forecast 2024-2029 ($ million)
  • Data Table on Social media - Market size and forecast 2024-2029 ($ million)
  • Chart on Social media - Year-over-year growth 2024-2029 (%)
  • Data Table on Social media - Year-over-year growth 2024-2029 (%)
• 8.5 Mobile application usage - Market size and forecast 2024-2029
  • Chart on Mobile application usage - Market size and forecast 2024-2029 ($ million)
  • Data Table on Mobile application usage - Market size and forecast 2024-2029 ($ million)
  • Chart on Mobile application usage - Year-over-year growth 2024-2029 (%)
  • Data Table on Mobile application usage - Year-over-year growth 2024-2029 (%)
• 8.6 Web scrapped data - Market size and forecast 2024-2029
  • Chart on Web scrapped data - Market size and forecast 2024-2029 ($ million)
  • Data Table on Web scrapped data - Market size and forecast 2024-2029 ($ million)
  • Chart on Web scrapped data - Year-over-year growth 2024-2029 (%)
  • Data Table on Web scrapped data - 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 Type
  • Market opportunity by Type ($ million)
  • Data Table on Market opportunity by Type ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
  • Chart on End-user - Market share 2024-2029 (%)
  • Data Table on End-user - Market share 2024-2029 (%)
• 9.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 9.3 BFSI - Market size and forecast 2024-2029
  • Chart on BFSI - Market size and forecast 2024-2029 ($ million)
  • Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
  • Chart on BFSI - Year-over-year growth 2024-2029 (%)
  • Data Table on BFSI - Year-over-year growth 2024-2029 (%)
• 9.4 IT and telecommunication - Market size and forecast 2024-2029
  • Chart on IT and telecommunication - Market size and forecast 2024-2029 ($ million)
  • Data Table on IT and telecommunication - Market size and forecast 2024-2029 ($ million)
  • Chart on IT and telecommunication - Year-over-year growth 2024-2029 (%)
  • Data Table on IT and telecommunication - Year-over-year growth 2024-2029 (%)
• 9.5 Retail - Market size and forecast 2024-2029
  • Chart on Retail - Market size and forecast 2024-2029 ($ million)
  • Data Table on Retail - Market size and forecast 2024-2029 ($ million)
  • Chart on Retail - Year-over-year growth 2024-2029 (%)
  • Data Table on Retail - Year-over-year growth 2024-2029 (%)
• 9.6 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 (%)
• 9.7 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 11.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 11.3 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 (%)
• 11.4 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 (%)
• 11.5 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 (%)
• 11.6 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 (%)
• 11.7 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 (%)
• 11.8 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 (%)
• 11.9 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 (%)
• 11.10 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 (%)
• 11.11 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 (%)
• 11.12 Mexico - Market size and forecast 2024-2029
  • Chart on Mexico - Market size and forecast 2024-2029 ($ million)
  • Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
  • Chart on Mexico - Year-over-year growth 2024-2029 (%)
  • Data Table on Mexico - Year-over-year growth 2024-2029 (%)
• 11.13 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 (%)
• 11.14 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 (%)
• 11.15 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 (%)
• 11.16 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 (%)
• 11.17 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 (%)
• 11.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

• 12.1 Market drivers
• 12.2 Market challenges
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities/restraints

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 Advan Research Corp.
  • Advan Research Corp. - Overview
  • Advan Research Corp. - Product / Service
  • Advan Research Corp. - Key offerings
  • SWOT
• 14.5 Beijing Tendcloud Tianxia Technology Co. Ltd.
  • Beijing Tendcloud Tianxia Technology Co. Ltd. - Overview
  • Beijing Tendcloud Tianxia Technology Co. Ltd. - Product / Service
  • Beijing Tendcloud Tianxia Technology Co. Ltd. - Key offerings
  • SWOT
• 14.6 Convergence Inc.
  • Convergence Inc. - Overview
  • Convergence Inc. - Product / Service
  • Convergence Inc. - Key offerings
  • SWOT
• 14.7 Dataminr Inc.
  • Dataminr Inc. - Overview
  • Dataminr Inc. - Product / Service
  • Dataminr Inc. - Key offerings
  • SWOT
• 14.8 Eagle Alpha Ltd.
  • Eagle Alpha Ltd. - Overview
  • Eagle Alpha Ltd. - Product / Service
  • Eagle Alpha Ltd. - Key offerings
  • SWOT
• 14.9 FactSet Research Systems Inc.
  • FactSet Research Systems Inc. - Overview
  • FactSet Research Systems Inc. - Business segments
  • FactSet Research Systems Inc. - Key offerings
  • FactSet Research Systems Inc. - Segment focus
  • SWOT
• 14.10 Geotab Inc.
  • Geotab Inc. - Overview
  • Geotab Inc. - Product / Service
  • Geotab Inc. - Key news
  • Geotab Inc. - Key offerings
  • SWOT
• 14.11 M Science LLC
  • M Science LLC - Overview
  • M Science LLC - Product / Service
  • M Science LLC - Key offerings
  • SWOT
• 14.12 Preqin Ltd.
  • Preqin Ltd. - Overview
  • Preqin Ltd. - Product / Service
  • Preqin Ltd. - Key offerings
  • SWOT
• 14.13 RavenPack International S.L.U.
  • RavenPack International S.L.U. - Overview
  • RavenPack International S.L.U. - Product / Service
  • RavenPack International S.L.U. - Key offerings
  • SWOT
• 14.14 Symphony Innovation LLC
  • Symphony Innovation LLC - Overview
  • Symphony Innovation LLC - Product / Service
  • Symphony Innovation LLC - Key offerings
  • SWOT
• 14.15 The Earnest Analytics Co.
  • The Earnest Analytics Co. - Overview
  • The Earnest Analytics Co. - Product / Service
  • The Earnest Analytics Co. - Key offerings
  • SWOT
• 14.16 Thinknum Alternative Data
  • Thinknum Alternative Data - Overview
  • Thinknum Alternative Data - Product / Service
  • Thinknum Alternative Data - Key offerings
  • SWOT
• 14.17 UBS Group AG
  • UBS Group AG - Overview
  • UBS Group AG - Business segments
  • UBS Group AG - Key offerings
  • UBS Group AG - Segment focus
  • SWOT
• 14.18 Yipit LLC
  • Yipit LLC - Overview
  • Yipit LLC - Product / Service
  • Yipit LLC - Key offerings
  • SWOT

15 Appendix

• 15.1 Scope of the report
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations