시장보고서
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세계의 비주얼 데이터 검색 시장 보고서(2024년)

Visual Data Discovery Global Market Report 2024

발행일: | 리서치사: The Business Research Company | 페이지 정보: 영문 175 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    


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시각적 데이터 검색 시장 규모는 향후 몇 년동안 빠르게 성장할 것으로 예상되며, 2028년까지 연평균 성장률(CAGR) 17.4%로 235억 3,000만 달러에 달할 것으로 예상됩니다. 예측 기간 동안의 성장은 몇 가지 요인에 기인하는 것으로 보입니다. 예를 들어, 디지털 전환 이니셔티브의 빠른 채택, 실행 가능한 통찰력을 위해 데이터를 비즈니스 프로세스에 원활하게 통합하려는 수요 증가, 셀프 서비스 시각적 분석 도구에 대한 수요 증가, 클라우드 기반의 클라우드 기반 시각적 데이터 검색 솔루션의 등장, 모바일 우선 설계 원칙의 채택 등을 들 수 있습니다. 예측 기간 동안 예상되는 주목할 만한 트렌드에는 증강현실(AR) 통합, 실시간 데이터 탐색 기능, 협업 데이터 탐색 기능, 빅데이터 플랫폼과의 통합, 산업별 솔루션 개발 등이 포함됩니다.

시각적 분석 도구에 대한 수요 급증은 가까운 미래에 시각적 데이터 검색 시장의 성장을 가속하는 중요한 촉매제가 될 것으로 예상됩니다. 이러한 성장의 핵심 요소인 시각적 분석 도구는 사용자가 데이터를 인터랙티브한 시각적 표현으로 만들어 분석적 추론과 정보에 입각한 의사결정을 촉진할 수 있게 합니다. 이러한 수요 급증의 배경에는 데이터의 복잡성 증가, 의사결정 과정의 가속화, 조직 목표 달성을 위한 데이터 자산의 전략적 활용 등 다양한 요인이 있습니다. 시각적 데이터 검색 영역에서 이러한 도구는 복잡한 데이터 세트를 단순화하고, 의사결정을 촉진하며, 협업을 촉진하고, 데이터 내 패턴과 추세를 파악하는 데 있어 매우 중요한 역할을 합니다. 예를 들어, 데이터 시각화 및 비즈니스 인텔리전스 도구로 유명한 Tableau의 고객 수가 눈에 띄게 증가하여 2021년 12만 1,000명에서 12만 6,000명으로 증가했다고 2023년 5월 Datanami가 발표한 보고서에 따르면, 데이터 시각화 및 비즈니스 인텔리전스 도구로 유명한 Tableau의 고객 수가 눈에 띄게 증가했다고 합니다. 그 결과, 셀프 서비스 시각적 분석 도구에 대한 수요가 증가하면서 시각적 데이터 검색 시장 확대에 박차를 가하고 있습니다.

시각적 데이터 검색 시장의 주요 기업들은 고품질의 역동적인 데이터 시각화를 제공하는 것을 목표로 하는 Studio Canvas와 같은 솔루션으로 대표되는 혁신적인 기술 개발에 적극 나서고 있다, Forsta Human Experience(HX) 플랫폼에 완벽하게 통합된 고급 데이터 시각화 및 스토리텔링 솔루션입니다. 미국에 본사를 둔 기술 기업 Forsta Inc.는 2023년 5월, 고객 경험(CX) 전문가들이 데이터에 대한 영향력 있는 시각적 내러티브를 제작할 수 있도록 Studio Canvas를 출시했습니다. CX 및 EX(직원 경험) 전문가들은 스튜디오 캔버스를 통해 데이터를 역동적으로 표현하고, 실행 가능한 인사이트를 민주화하며, 조직 내 협업과 의사결정을 촉진할 수 있습니다. 이 셀프 서비스를 통해 기업의 CX 및 EX 전문가들은 중요한 데이터와 직관적인 비주얼을 결합하여 고객과 직원의 여정을 효과적으로 표현하고 CX 개선에 대한 집단적 주인의식을 고취할 수 있습니다.

목차

제1장 주요 요약

제2장 시장 특징

제3장 시장 동향과 전략

제4장 거시경제 시나리오

  • 고인플레이션이 시장에 미치는 영향
  • 우크라이나·러시아 전쟁이 시장에 미치는 영향
  • 시장에 대한 COVID-19의 영향

제5장 세계 시장 규모와 성장

  • 세계의 비주얼 데이터 검색 시장 : 성장 촉진요인과 억제요인
    • 시장 성장 촉진요인
    • 시장 성장 억제요인
  • 세계의 비주얼 데이터 검색 시장 실적 : 규모와 성장, 2018-2023
  • 세계의 비주얼 데이터 검색 시장 예측 : 규모와 성장, 2023-2028, 2033F

제6장 시장 세분화

  • 세계의 비주얼 데이터 검색 시장 : 컴포넌트 유형별, 분석과 예측, 2018-2023, 2023-2028F, 2033F
  • 소프트웨어
  • 서비스
  • 세계의 비주얼 데이터 검색 시장 : 전개 유형별, 분석과 예측, 2018-2023, 2023-2028F, 2033F
  • 클라우드
  • 온프레미스
  • 세계의 비주얼 데이터 검색 시장 : 조직별, 분석과 예측, 2018-2023, 2023-2028F, 2033F
  • 중소기업
  • 대기업
  • 세계의 비주얼 데이터 검색 시장 : 용도별, 분석과 예측, 2018-2023, 2023-2028F, 2033F
  • 위기 관리
  • 비용 최적화
  • 고객 경험 관리
  • 공급망 관리 및 조달
  • 소셜 네트워크 분석
  • 자산운용 관리
  • 영업 및 마케팅 최적화
  • 세계의 비주얼 데이터 검색 시장 : 최종사용자별, 분석과 예측, 2018-2023, 2023-2028F, 2033F
  • 은행/금융서비스/보험(B
  • 소매업 및 상거래
  • 자동차
  • IT 및 통신
  • 미디어 및 엔터테인먼트
  • 정부 및 방위
  • 헬스케어
  • 운송 및 물류
  • 기타 최종사용자

제7장 지역별/국가별 분석

  • 세계의 비주얼 데이터 검색 시장 : 지역별, 분석과 예측, 2018-2023, 2023-2028F, 2033F
  • 세계의 비주얼 데이터 검색 시장 : 국가별, 분석과 예측, 2018-2023, 2023-2028F, 2033F

제8장 아시아태평양 시장

제9장 중국 시장

제10장 인도 시장

제11장 일본 시장

제12장 호주 시장

제13장 인도네시아 시장

제14장 한국 시장

제15장 서유럽 시장

제16장 영국 시장

제17장 독일 시장

제18장 프랑스 시장

제19장 이탈리아 시장

제20장 스페인 시장

제21장 동유럽 시장

제22장 러시아 시장

제23장 북미 시장

제24장 미국 시장

제25장 캐나다 시장

제26장 남미 시장

제27장 브라질 시장

제28장 중동 시장

제29장 아프리카 시장

제30장 경쟁 구도와 기업 개요

  • 비주얼 데이터 검색 시장 : 경쟁 구도
  • 비주얼 데이터 검색 시장 : 기업 개요
    • Amazon Web Services Inc.
    • Google LLC
    • Microsoft Corporation
    • Intel Corporation
    • International Business Machine Corp.

제31장 기타 주요 기업 및 혁신 기업

  • Oracle Corporation
  • SAP SE
  • Salesforce Inc.
  • Thales Group
  • Workday Inc.
  • SAS Institute Inc.
  • Micro Focus International plc
  • Teradata Corporation
  • Fair Isaac Corporation
  • TIBCO Software LLC
  • Alteryx Inc.
  • QlikTech Inc.
  • Altair Engineering Inc.
  • MicroStrategy Incorporated
  • Cloudera Inc.

제32장 경쟁 벤치마킹

제33장 경쟁 대시보드

제34장 주요 인수합병(M&A)

제35장 향후 전망과 잠재적인 분석

제36장 부록

LSH 24.05.31

Visual data discovery involves analyzing data through interactive and visual tools to extract insights and inform data-driven decisions. This process utilizes data visualization techniques to explore complex datasets, identify patterns, trends, and anomalies, and effectively communicate findings.

The primary components of visual data discovery include software and services. The software facilitates data exploration by connecting disparate data sources and transforming raw data into actionable insights. It can be deployed both in the cloud and on-premises, catering to organizations of varying sizes, including small and medium-sized enterprises (SMEs) and large enterprises. These tools find application across a spectrum of areas, including risk management, cost optimization, customer experience enhancement, supply chain management, social network analysis, asset management, sales and marketing optimization, and are utilized by diverse industries such as banking, financial services, insurance, retail, automotive, telecommunications, media, government, healthcare, transportation, and logistics.

The visual data discovery market research report is one of a series of new reports from The Business Research Company that provides visual data discovery market statistics, including visual data discovery industry global market size, regional shares, competitors with a visual data discovery market share, detailed visual data discovery market segments, market trends and opportunities, and any further data you may need to thrive in the visual data discovery industry. This visual data discovery market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The visual data discovery market size has grown rapidly in recent years. It will grow from $10.61 billion in 2023 to $12.40 billion in 2024 at a compound annual growth rate (CAGR) of 16.9%. The growth observed in the historic period can be credited to several factors. These include a rising demand for self-service analytics and business intelligence solutions, an increasing necessity to explore both structured and unstructured data, a growing emphasis on accessing sensitive information to enhance business productivity, the proliferation of visual data discovery tools, and an augmented focus on data governance and compliance measures.

The visual data discovery market size is expected to see rapid growth in the next few years. It will grow to $23.53 billion in 2028 at a compound annual growth rate (CAGR) of 17.4%. Anticipated growth in the forecast period can be ascribed to several factors. These include the burgeoning adoption of digital transformation initiatives, a rising demand to seamlessly integrate data into business processes for actionable insights, an increased need for self-service visual analytics tools, the emergence of cloud-based visual data discovery solutions, and the adoption of mobile-first design principles. Notable trends expected in the forecast period encompass augmented reality (AR) integration, real-time data exploration capabilities, collaborative data exploration functionalities, integration with big data platforms, and the development of industry-specific solutions.

The surge in demand for visual analytics tools is poised to be a significant catalyst in propelling the growth of the visual data discovery market in the foreseeable future. Visual analytics tools, crucial components of this growth, enable users to create interactive visual representations of data, fostering analytical reasoning and informed decision-making. This surge in demand is fueled by various factors including the escalating complexity of data, the imperative for swifter decision-making processes, and the strategic utilization of data assets for achieving organizational objectives. Within the realm of visual data discovery, these tools play a pivotal role in simplifying intricate datasets, facilitating decision-making, fostering collaboration, and uncovering patterns and trends within data. For instance, a report by Datanami in May 2023 revealed that Tableau, a renowned data visualization and business intelligence tool, witnessed a notable increase in its customer base, reaching 126,000 customers, up from 121,000 in 2021. Consequently, the escalating demand for self-service visual analytics tools is fueling the expansion of the visual data discovery market.

Key players in the visual data discovery market are actively engaged in the development of innovative technologies, exemplified by solutions such as Studio Canvas, aimed at delivering high-quality and dynamic data visualizations. Studio Canvas represents an advanced data visualization and storytelling solution seamlessly integrated within the Forsta Human Experience (HX) Platform. Forsta Inc., a US-based technology company, introduced Studio Canvas in May 2023, empowering CX (customer experience) professionals to craft impactful visual narratives around data. By leveraging Studio Canvas, CX and EX (employee experience) experts can construct dynamic representations of data, facilitating the democratization of actionable insights and fostering organizational alignment and decision-making. This self-service offering enables enterprise CX and EX experts to combine essential data with intuitive visuals, effectively illustrating the journey of customers and employees and driving collective ownership of CX improvement.

In January 2022, Idera Inc., a US-based IT infrastructure management software company, finalized the acquisition of Yellowfin International Pty. Ltd., a strategic move aimed at augmenting visual data discovery capabilities within Idera's business intelligence and analytics platform. This acquisition positions Idera to expand its portfolio in a burgeoning growth area with significant potential for cross-selling opportunities within its existing ecosystem of customers, partners, and independent software vendors (ISVs). Yellowfin International Pty. Ltd., renowned for its visual data discovery solutions embedded within its business intelligence and analytics platform, aligns seamlessly with Idera's vision of enhancing visual data discovery capabilities and broadening its market reach.

Major companies operating in the visual data discovery market are Amazon Web Services Inc., Google LLC, Microsoft Corporation, Intel Corporation, International Business Machine Corp., Oracle Corporation, SAP SE, Salesforce Inc., Thales Group, Workday Inc., SAS Institute Inc., Micro Focus International plc, Teradata Corporation, Fair Isaac Corporation, TIBCO Software LLC, Alteryx Inc., QlikTech Inc., Altair Engineering Inc., MicroStrategy Incorporated, Cloudera Inc., Spirion LLC, RapidMiner Inc., Datameer Inc., PKWARE Inc., Biomax Informatics AG, Megaputer Intelligence Inc., Angoss Software Corporation, BlueGranite Inc., ClearStory Data Inc.

North America was the largest region in the visual data discovery market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the visual data discovery market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the visual data discovery market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The visual data discovery market includes revenues earned by entities by providing services such as data preparation and integration, data storytelling, collaboration and sharing, data governance and security, and training and support. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

  • Including: 1) By Component Type: Software; Service
  • 2) By Deployment Type: Cloud; On-Premises
  • 3) By Organization: Small And Medium Enterprise; Large Enterprise
  • 4) By Application: Risk Management; Cost Optimization; Customer Experience Management; Supply Chain Management And Procurement; Social Network Analysis; Asset Management; Sales And Marketing Optimization
  • 5) By End User: Banking, Financial Services And Insurance; Retail And Commerce; Automotive; IT And Telecommunication; Media And Entertainment; Government And Defense; Healthcare; Transportation And Logistics
  • Covering: Amazon Web Services Inc.; Google LLC; Microsoft Corporation; Intel Corporation; International Business Machine Corp

Table of Contents

1. Executive Summary

2. Visual Data Discovery Market Characteristics

3. Visual Data Discovery Market Trends And Strategies

4. Visual Data Discovery Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Visual Data Discovery Market Size and Growth

  • 5.1. Global Visual Data Discovery Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Visual Data Discovery Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Visual Data Discovery Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Visual Data Discovery Market Segmentation

  • 6.1. Global Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Software
  • Service
  • 6.2. Global Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Cloud
  • On-Premises
  • 6.3. Global Visual Data Discovery Market, Segmentation By Organization, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Small And Medium Enterprise
  • Large Enterprise
  • 6.4. Global Visual Data Discovery Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Risk Management
  • Cost Optimization
  • Customer Experience Management
  • Supply Chain Management And Procurement
  • Social Network Analysis
  • Asset Management
  • Sales And Marketing Optimization
  • 6.5. Global Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Banking, Financial Services And Insurance
  • Retail And Commerce
  • Automotive
  • It And Telecommunication
  • Media And Entertainment
  • Government And Defense
  • Healthcare
  • Transportation And Logistics
  • Other End-Users

7. Visual Data Discovery Market Regional And Country Analysis

  • 7.1. Global Visual Data Discovery Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Visual Data Discovery Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Visual Data Discovery Market

  • 8.1. Asia-Pacific Visual Data Discovery Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Visual Data Discovery Market

  • 9.1. China Visual Data Discovery Market Overview
  • 9.2. China Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Visual Data Discovery Market

  • 10.1. India Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Visual Data Discovery Market

  • 11.1. Japan Visual Data Discovery Market Overview
  • 11.2. Japan Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Visual Data Discovery Market

  • 12.1. Australia Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Visual Data Discovery Market

  • 13.1. Indonesia Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Visual Data Discovery Market

  • 14.1. South Korea Visual Data Discovery Market Overview
  • 14.2. South Korea Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Visual Data Discovery Market

  • 15.1. Western Europe Visual Data Discovery Market Overview
  • 15.2. Western Europe Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Visual Data Discovery Market

  • 16.1. UK Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Visual Data Discovery Market

  • 17.1. Germany Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Visual Data Discovery Market

  • 18.1. France Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Visual Data Discovery Market

  • 19.1. Italy Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Visual Data Discovery Market

  • 20.1. Spain Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Visual Data Discovery Market

  • 21.1. Eastern Europe Visual Data Discovery Market Overview
  • 21.2. Eastern Europe Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Visual Data Discovery Market

  • 22.1. Russia Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Visual Data Discovery Market

  • 23.1. North America Visual Data Discovery Market Overview
  • 23.2. North America Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Visual Data Discovery Market

  • 24.1. USA Visual Data Discovery Market Overview
  • 24.2. USA Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Visual Data Discovery Market

  • 25.1. Canada Visual Data Discovery Market Overview
  • 25.2. Canada Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Visual Data Discovery Market

  • 26.1. South America Visual Data Discovery Market Overview
  • 26.2. South America Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Visual Data Discovery Market

  • 27.1. Brazil Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Visual Data Discovery Market

  • 28.1. Middle East Visual Data Discovery Market Overview
  • 28.2. Middle East Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Visual Data Discovery Market

  • 29.1. Africa Visual Data Discovery Market Overview
  • 29.2. Africa Visual Data Discovery Market, Segmentation By Component Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Visual Data Discovery Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Visual Data Discovery Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Visual Data Discovery Market Competitive Landscape And Company Profiles

  • 30.1. Visual Data Discovery Market Competitive Landscape
  • 30.2. Visual Data Discovery Market Company Profiles
    • 30.2.1. Amazon Web Services Inc.
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Google LLC
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Microsoft Corporation
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Intel Corporation
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. International Business Machine Corp.
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Visual Data Discovery Market Other Major And Innovative Companies

  • 31.1. Oracle Corporation
  • 31.2. SAP SE
  • 31.3. Salesforce Inc.
  • 31.4. Thales Group
  • 31.5. Workday Inc.
  • 31.6. SAS Institute Inc.
  • 31.7. Micro Focus International plc
  • 31.8. Teradata Corporation
  • 31.9. Fair Isaac Corporation
  • 31.10. TIBCO Software LLC
  • 31.11. Alteryx Inc.
  • 31.12. QlikTech Inc.
  • 31.13. Altair Engineering Inc.
  • 31.14. MicroStrategy Incorporated
  • 31.15. Cloudera Inc.

32. Global Visual Data Discovery Market Competitive Benchmarking

33. Global Visual Data Discovery Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Visual Data Discovery Market

35. Visual Data Discovery Market Future Outlook and Potential Analysis

  • 35.1 Visual Data Discovery Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Visual Data Discovery Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Visual Data Discovery Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer
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