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데이터 품질 툴 시장 : 세계 산업 동향, 점유율, 규모, 성장률, 기회, 예측(2020-2025년)

Data Quality Tools Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2020-2025

리서치사 IMARC Services Private Limited
발행일 2020년 06월 상품 코드 945308
페이지 정보 영문 111 Pages
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데이터 품질 툴 시장 : 세계 산업 동향, 점유율, 규모, 성장률, 기회, 예측(2020-2025년) Data Quality Tools Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2020-2025
발행일 : 2020년 06월 페이지 정보 : 영문 111 Pages

세계의 데이터 품질 툴 시장은 2014-2019년 약 15%의 CAGR을 기록했으며, 예측 기간 중도 안정적 성장이 전망됩니다. IT 산업의 대폭적인 성장이 이 시장의 성장을 촉진하는 주요 요인 중 하나입니다. 세계의 디지털화 동향도 시장의 성장을 지원하고 있습니다. 또한 의료·생명과학 부문에서 제품 이용의 증가가 뚜렷합니다. 데이터 품질 툴은 환자의 진료 기록, 재고, 병원 시스템, 관리 정보, 재무 데이터의 유지에 더욱 더 널리 사용되고 있습니다. 또한 클라우드 기반 툴 개발과 IoT와의 통합 증가도 시장 성장에 플러스 영향을 미치고 있습니다.

세계의 데이터 품질 툴 시장을 조사했으며, 시장 및 기술의 개요, 시장 성장에 대한 각종 영향요인 분석, 시장 규모의 추이·예측, 데이터 유형·기능·컴포넌트·도입 유형·조직 규모·산업·지역/주요 국가 등 각종 구분별 내역, 경쟁 환경, 주요 기업 개요 등을 정리하여 전해드립니다.

제1장 서문

제2장 조사 범위·조사 방법

제3장 개요

제4장 서론

제5장 세계의 데이터 품질 툴 시장

  • 시장 개요
  • 시장 실적

제6장 시장 분석·예측 : 데이터 유형별

  • 고객 데이터
  • 제품 데이터
  • 재무 데이터
  • 컴플라이언스 데이터
  • 기타

제7장 시장 분석·예측 : 기능별

  • 데이터 검증
  • 데이터 표준화
  • 데이터 강화·클렌징
  • 데이터 감시
  • 기타

제8장 시장 분석·예측 : 컴포넌트별

  • 소프트웨어
  • 서비스

제9장 시장 분석·예측 : 도입 유형별

  • 클라우드 기반
  • 온프레미스

제10장 시장 분석·예측 : 조직 규모별

  • 중소기업
  • 대기업

제11장 시장 분석·예측 : 산업별

  • 은행·금융 서비스·보험
  • 통신·IT
  • 소매·E-Commerce
  • 의료·생명과학
  • 제조
  • 정부
  • 에너지·유틸리티
  • 미디어·엔터테인먼트
  • 기타

제12장 시장 분석·예측 : 지역·주요 국가별

  • 북미
    • 미국
    • 캐나다
  • 아시아태평양
    • 중국
    • 일본
    • 인도
    • 한국
    • 호주
    • 인도네시아
    • 기타
  • 유럽
    • 독일
    • 프랑스
    • 영국
    • 이탈리아
    • 스페인
    • 러시아
    • 기타
  • 라틴아메리카
    • 브라질
    • 멕시코
    • 기타
  • 중동·아프리카

제13장 SWOT 분석

제14장 밸류체인 분석

제15장 Porter의 산업 분석

제16장 가격 지표

제17장 경쟁 구도

  • 시장 구조
  • 주요 기업
  • 주요 기업의 개요
    • Ataccama Corporation(Adastra Corporation)
    • Experian PLC
    • International Business Machines
    • Informatica LLC
    • Information Builders Inc.
    • Microsoft Corporation
    • Oracle Corporation
    • SAP SE
    • SAS Institute Inc.
    • Syncsort Incorporated
    • Talend Inc.
    • Tamr Inc.
    • Trianz Inc.
KSA 20.07.10

List of Figures

  • Figure 1: Global: Data Quality Tools Market: Major Drivers and Challenges
  • Figure 2: Global: Data Quality Tools Market: Sales Value (in Billion US$), 2014-2019
  • Figure 3: Global: Data Quality Tools Market: Breakup by Data Type (in %), 2019
  • Figure 4: Global: Data Quality Tools Market: Breakup by Functionality (in %), 2019
  • Figure 5: Global: Data Quality Tools Market: Breakup by Component (in %), 2019
  • Figure 6: Global: Data Quality Tools Market: Breakup by Deployment Type (in %), 2019
  • Figure 7: Global: Data Quality Tools Market: Breakup by Organization Size (in %), 2019
  • Figure 8: Global: Data Quality Tools Market: Breakup by Vertical (in %), 2019
  • Figure 9: Global: Data Quality Tools Market: Breakup by Region (in %), 2019
  • Figure 10: Global: Data Quality Tools Market Forecast: Sales Value (in Billion US$), 2020-2025
  • Figure 11: Global: Data Quality Tools (Customer Data) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 12: Global: Data Quality Tools (Customer Data) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 13: Global: Data Quality Tools (Product Data) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 14: Global: Data Quality Tools (Product Data) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 15: Global: Data Quality Tools (Financial Data) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 16: Global: Data Quality Tools (Financial Data) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 17: Global: Data Quality Tools (Compliance Data) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 18: Global: Data Quality Tools (Compliance Data) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 19: Global: Data Quality Tools (Others) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 20: Global: Data Quality Tools (Others) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 21: Global: Data Quality Tools (Data Validation) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 22: Global: Data Quality Tools (Data Validation) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 23: Global: Data Quality Tools (Data Standardization) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 24: Global: Data Quality Tools (Data Standardization) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 25: Global: Data Quality Tools (Data Enrichment and Cleansing) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 26: Global: Data Quality Tools (Data Enrichment and Cleansing) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 27: Global: Data Quality Tools (Data Monitoring) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 28: Global: Data Quality Tools (Data Monitoring) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 29: Global: Data Quality Tools (Others) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 30: Global: Data Quality Tools (Others) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 31: Global: Data Quality Tools (Software) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 32: Global: Data Quality Tools (Software) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 33: Global: Data Quality Tools (Services) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 34: Global: Data Quality Tools (Services) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 35: Global: Data Quality Tools (Cloud-based) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 36: Global: Data Quality Tools (Cloud-based) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 37: Global: Data Quality Tools (On-premises) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 38: Global: Data Quality Tools (On-premises) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 39: Global: Data Quality Tools (Small and Medium Enterprises) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 40: Global: Data Quality Tools (Small and Medium Enterprises) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 41: Global: Data Quality Tools (Large Enterprises) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 42: Global: Data Quality Tools (Large Enterprises) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 43: Global: Data Quality Tools (Banking, Financial Services and Insurance) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 44: Global: Data Quality Tools (Banking, Financial Services and Insurance) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 45: Global: Data Quality Tools (Telecommunication and IT) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 46: Global: Data Quality Tools (Telecommunication and IT) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 47: Global: Data Quality Tools (Retail and E-Commerce) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 48: Global: Data Quality Tools (Retail and E-Commerce) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 49: Global: Data Quality Tools (Healthcare and Life Science) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 50: Global: Data Quality Tools (Healthcare and Life Science) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 51: Global: Data Quality Tools (Manufacturing) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 52: Global: Data Quality Tools (Manufacturing) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 53: Global: Data Quality Tools (Government) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 54: Global: Data Quality Tools (Government) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 55: Global: Data Quality Tools (Energy and Utilities) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 56: Global: Data Quality Tools (Energy and Utilities) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 57: Global: Data Quality Tools (Media and Entertainment) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 58: Global: Data Quality Tools (Media and Entertainment) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 59: Global: Data Quality Tools (Others) Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 60: Global: Data Quality Tools (Others) Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 61: North America: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 62: North America: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 63: United States: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 64: United States: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 65: Canada: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 66: Canada: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 67: Asia Pacific: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 68: Asia Pacific: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 69: China: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 70: China: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 71: Japan: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 72: Japan: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 73: India: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 74: India: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 75: South Korea: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 76: South Korea: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 77: Australia: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 78: Australia: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 79: Indonesia: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 80: Indonesia: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 81: Others: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 82: Others: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 83: Europe: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 84: Europe: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 85: Germany: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 86: Germany: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 87: France: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 88: France: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 89: United Kingdom: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 90: United Kingdom: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 91: Italy: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 92: Italy: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 93: Spain: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 94: Spain: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 95: Russia: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 96: Russia: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 97: Others: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 98: Others: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 99: Latin America: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 100: Latin America: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 101: Brazil: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 102: Brazil: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 103: Mexico: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 104: Mexico: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 105: Others: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 106: Others: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 107: Middle East and Africa: Data Quality Tools Market: Sales Value (in Million US$), 2014 & 2019
  • Figure 108: Middle East and Africa: Data Quality Tools Market Forecast: Sales Value (in Million US$), 2020-2025
  • Figure 109: Global: Data Quality Tools Industry: SWOT Analysis
  • Figure 110: Global: Data Quality Tools Industry: Value Chain Analysis
  • Figure 111: Global: Data Quality Tools Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Data Quality Tools Market: Key Industry Highlights, 2019 and 2025
  • Table 2: Global: Data Quality Tools Market Forecast: Breakup by Data Type (in Million US$), 2020-2025
  • Table 3: Global: Data Quality Tools Market Forecast: Breakup by Functionality (in Million US$), 2020-2025
  • Table 4: Global: Data Quality Tools Market Forecast: Breakup by Component (in Million US$), 2020-2025
  • Table 5: Global: Data Quality Tools Market Forecast: Breakup by Deployment Type (in Million US$), 2020-2025
  • Table 6: Global: Data Quality Tools Market Forecast: Breakup by Organization Size (in Million US$), 2020-2025
  • Table 7: Global: Data Quality Tools Market Forecast: Breakup by Vertical (in Million US$), 2020-2025
  • Table 8: Global: Data Quality Tools Market Forecast: Breakup by Region (in Million US$), 2020-2025
  • Table 9: Global: Data Quality Tools Market Structure
  • Table 10: Global: Data Quality Tools Market: Key Players

The global data quality tools market grew at a CAGR of around 15% during 2014-2019. Data quality tools refer to various software applications that are used for analyzing datasets and converting them into meaningful information to identify and resolve problems. The tools perform functions such as data validation, standardization, monitoring, enrichment, cleansing, matching, parsing and data profiling. They are used by the organizations for processing data related to consumer behavior, products, suppliers, finances and marketing. They also aid in enhancing the accuracy, completeness and consistency of the information across various departments in the organization. Owing to this, these tools find extensive applications across various industries, including banking, financial services and insurance (BFSI), information technology (IT), telecommunications, healthcare, retail and manufacturing.

Significant growth in information technology (IT) industry is one of the key factors driving the growth of the market. Furthermore, the emerging trend of digitization across the globe, which has led to the creation of large volumes of digital business data, is also providing a boost to the market growth. In line with this, widespread adoption of data quality tools that are combined with data integration systems and mobile device management (MDM) products to create structured processes, manage tasks, track problems and maintain workflow efficiency in the organization, is also contributing to the market growth. Additionally, increasing product utilization in the healthcare and life science sectors is acting as another growth-inducing factor. Data quality tools are being increasingly used to maintain patient records, inventory, hospital systems, administration information and financial data. Apart from this, the development of cloud-based data quality tools and increasing integration with the Internet of Things (IoT) is also impacting the market growth positively. Looking forward, IMARC Group expects the market to continue its strong growth during the next five years.

Breakup by Data Type:

  • Customer Data
  • Product Data
  • Financial Data
  • Compliance Data
  • Others

Breakup by Functionality:

  • Data Validation
  • Data Standardization
  • Data Enrichment and Cleansing
  • Data Monitoring
  • Others

Breakup by Component:

  • Software
  • Services
  • Professional Services
  • Managed Services

Breakup by Deployment Type:

  • Cloud-based
  • On-premises

Breakup by Organization Size:

  • Small and Medium Enterprises
  • Large Enterprises

Breakup by Vertical:

  • Banking, Financial Services and Insurance
  • Telecommunication and IT
  • Retail and E-Commerce
  • Healthcare and Life Science
  • Manufacturing
  • Government
  • Energy and Utilities
  • Media and Entertainment
  • Others

Breakup by Region:

  • North America
  • United States
  • Canada
  • Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
  • Others
  • Europe
  • Germany
  • France
  • United Kingdom
  • Italy
  • Spain
  • Russia
  • Others
  • Latin America
  • Brazil
  • Mexico
  • Others
  • Middle East and Africa

Competitive Landscape:

  • The report has also analysed the competitive landscape of the market with some of the key players being Ataccama Corporation (Adastra Corporation), Experian PLC, International Business Machines, Informatica LLC, Information Builders Inc., Microsoft Corporation, Oracle Corporation, SAP SE, SAS Institute Inc., Syncsort Incorporated, Talend Inc., Tamr Inc., Trianz Inc.,

Key Questions Answered in This Report:

  • How has the global data quality tools market performed so far and how will it perform in the coming years?
  • What are the key regional markets?
  • What is the breakup of the market based on the data type?
  • What is the breakup of the market based on the functionality?
  • What is the breakup of the market based on the component?
  • What is the breakup of the market based on the deployment type?
  • What is the breakup of the market based on the organization size?
  • What is the breakup of the market based on the vertical?
  • What are the various stages in the value chain of the industry?
  • What are the key driving factors and challenges in the industry?
  • What is the structure of the global data quality tools market and who are the key players?
  • What is the degree of competition in the industry?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Data Quality Tools Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Market Forecast

6 Market Breakup by Data Type

  • 6.1 Customer Data
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Product Data
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast
  • 6.3 Financial Data
    • 6.3.1 Market Trends
    • 6.3.2 Market Forecast
  • 6.4 Compliance Data
    • 6.4.1 Market Trends
    • 6.4.2 Market Forecast
  • 6.5 Others
    • 6.5.1 Market Trends
    • 6.5.2 Market Forecast

7 Market Breakup by Functionality

  • 7.1 Data Validation
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Data Standardization
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast
  • 7.3 Data Enrichment and Cleansing
    • 7.3.1 Market Trends
    • 7.3.2 Market Forecast
  • 7.4 Data Monitoring
    • 7.4.1 Market Trends
    • 7.4.2 Market Forecast
  • 7.5 Others
    • 7.5.1 Market Trends
    • 7.5.2 Market Forecast

8 Market Breakup by Component

  • 8.1 Software
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Services
    • 8.2.1 Market Trends
    • 8.2.2 Major Types
      • 8.2.2.1 Professional Services
      • 8.2.2.2 Managed Services
    • 8.2.3 Market Forecast

9 Market Breakup by Deployment Type

  • 9.1 Cloud-based
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 On-premises
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast

10 Market Breakup by Organization Size

  • 10.1 Small and Medium Enterprises
    • 10.1.1 Market Trends
    • 10.1.2 Market Forecast
  • 10.2 Large Enterprises
    • 10.2.1 Market Trends
    • 10.2.2 Market Forecast

11 Market Breakup by Vertical

  • 11.1 Banking, Financial Services and Insurance
    • 11.1.1 Market Trends
    • 11.1.2 Market Forecast
  • 11.2 Telecommunication and IT
    • 11.2.1 Market Trends
    • 11.2.2 Market Forecast
  • 11.3 Retail and E-Commerce
    • 11.3.1 Market Trends
    • 11.3.2 Market Forecast
  • 11.4 Healthcare and Life Science
    • 11.4.1 Market Trends
    • 11.4.2 Market Forecast
  • 11.5 Manufacturing
    • 11.5.1 Market Trends
    • 11.5.2 Market Forecast
  • 11.6 Government
    • 11.6.1 Market Trends
    • 11.6.2 Market Forecast
  • 11.7 Energy and Utilities
    • 11.7.1 Market Trends
    • 11.7.2 Market Forecast
  • 11.8 Media and Entertainment
    • 11.8.1 Market Trends
    • 11.8.2 Market Forecast
  • 11.9 Others
    • 11.9.1 Market Trends
    • 11.9.2 Market Forecast

12 Market Breakup by Region

  • 12.1 North America
    • 12.1.1 United States
      • 12.1.1.1 Market Trends
      • 12.1.1.2 Market Forecast
    • 12.1.2 Canada
      • 12.1.2.1 Market Trends
      • 12.1.2.2 Market Forecast
  • 12.2 Asia Pacific
    • 12.2.1 China
      • 12.2.1.1 Market Trends
      • 12.2.1.2 Market Forecast
    • 12.2.2 Japan
      • 12.2.2.1 Market Trends
      • 12.2.2.2 Market Forecast
    • 12.2.3 India
      • 12.2.3.1 Market Trends
      • 12.2.3.2 Market Forecast
    • 12.2.4 South Korea
      • 12.2.4.1 Market Trends
      • 12.2.4.2 Market Forecast
    • 12.2.5 Australia
      • 12.2.5.1 Market Trends
      • 12.2.5.2 Market Forecast
    • 12.2.6 Indonesia
      • 12.2.6.1 Market Trends
      • 12.2.6.2 Market Forecast
    • 12.2.7 Others
      • 12.2.7.1 Market Trends
      • 12.2.7.2 Market Forecast
  • 12.3 Europe
    • 12.3.1 Germany
      • 12.3.1.1 Market Trends
      • 12.3.1.2 Market Forecast
    • 12.3.2 France
      • 12.3.2.1 Market Trends
      • 12.3.2.2 Market Forecast
    • 12.3.3 United Kingdom
      • 12.3.3.1 Market Trends
      • 12.3.3.2 Market Forecast
    • 12.3.4 Italy
      • 12.3.4.1 Market Trends
      • 12.3.4.2 Market Forecast
    • 12.3.5 Spain
      • 12.3.5.1 Market Trends
      • 12.3.5.2 Market Forecast
    • 12.3.6 Russia
      • 12.3.6.1 Market Trends
      • 12.3.6.2 Market Forecast
    • 12.3.7 Others
      • 12.3.7.1 Market Trends
      • 12.3.7.2 Market Forecast
  • 12.4 Latin America
    • 12.4.1 Brazil
      • 12.4.1.1 Market Trends
      • 12.4.1.2 Market Forecast
    • 12.4.2 Mexico
      • 12.4.2.1 Market Trends
      • 12.4.2.2 Market Forecast
    • 12.4.3 Others
      • 12.4.3.1 Market Trends
      • 12.4.3.2 Market Forecast
  • 12.5 Middle East and Africa
    • 12.5.1 Market Trends
    • 12.5.2 Market Breakup by Country
    • 12.5.3 Market Forecast

13 SWOT Analysis

  • 13.1 Overview
  • 13.2 Strengths
  • 13.3 Weaknesses
  • 13.4 Opportunities
  • 13.5 Threats

14 Value Chain Analysis

15 Porters Five Forces Analysis

  • 15.1 Overview
  • 15.2 Bargaining Power of Buyers
  • 15.3 Bargaining Power of Suppliers
  • 15.4 Degree of Competition
  • 15.5 Threat of New Entrants
  • 15.6 Threat of Substitutes

16 Price Indicators

17 Competitive Landscape

  • 17.1 Market Structure
  • 17.2 Key Players
  • 17.3 Profiles of Key Players
    • 17.3.1 Ataccama Corporation (Adastra Corporation)
      • 17.3.1.1 Company Overview
      • 17.3.1.2 Product Portfolio
    • 17.3.2 Experian PLC
      • 17.3.2.1 Company Overview
      • 17.3.2.2 Product Portfolio
      • 17.3.2.3 Financials
      • 17.3.2.4 SWOT Analysis
    • 17.3.3 International Business Machines
      • 17.3.3.1 Company Overview
      • 17.3.3.2 Product Portfolio
      • 17.3.3.3 Financials
      • 17.3.3.4 SWOT Analysis
    • 17.3.4 Informatica LLC
      • 17.3.4.1 Company Overview
      • 17.3.4.2 Product Portfolio
    • 17.3.5 Information Builders Inc.
      • 17.3.5.1 Company Overview
      • 17.3.5.2 Product Portfolio
    • 17.3.6 Microsoft Corporation
      • 17.3.6.1 Company Overview
      • 17.3.6.2 Product Portfolio
      • 17.3.6.3 Financials
      • 17.3.6.4 SWOT Analysis
    • 17.3.7 Oracle Corporation
      • 17.3.7.1 Company Overview
      • 17.3.7.2 Product Portfolio
      • 17.3.7.3 Financials
      • 17.3.7.4 SWOT Analysis
    • 17.3.8 SAP SE
      • 17.3.8.1 Company Overview
      • 17.3.8.2 Product Portfolio
      • 17.3.8.3 Financials
      • 17.3.8.4 SWOT Analysis
    • 17.3.9 SAS Institute Inc.
      • 17.3.9.1 Company Overview
      • 17.3.9.2 Product Portfolio
      • 17.3.9.3 SWOT Analysis
    • 17.3.10 Syncsort Incorporated
      • 17.3.10.1 Company Overview
      • 17.3.10.2 Product Portfolio
    • 17.3.11 Talend Inc.
      • 17.3.11.1 Company Overview
      • 17.3.11.2 Product Portfolio
    • 17.3.12 Tamr Inc.
      • 17.3.12.1 Company Overview
      • 17.3.12.2 Product Portfolio
    • 17.3.13 Trianz Inc.
      • 17.3.13.1 Company Overview
      • 17.3.13.2 Product Portfolio
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