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データディスカバリー(Data Discovery)の世界市場:機能別、用途別2025年予測

Data Discovery Market by Component, Functionality, Organization Size, Deployment Mode, Application, Vertical (BFSI, Healthcare and Life Sciences, Telecommunications and IT, Manufacturing), and Region - Global Forecast to 2025

出版元:MarketsandMarketsLinkIcon出版元について
発行年:2021年1月
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【レポート紹介】
データディスカバリーの世界市場規模は2020年の推計70億ドルから、2025年段階では144億ドルへと急拡大する見通しです。レポートはデータディスカバリーの世界市場について2025年までの市場予測データ(金額US$)を掲載しています。また市場をさまざまな切り口で細分化し、そのセグメント市場ごとの市場予測を中心に構成されています。当レポートでの各種セグメント市場の区分および項目は、コンポーネント別市場(ソリューション、サービス各種)、企業規模別市場(大企業、中小企業)、展開モード別市場(オンプレミス、クラウド各種)、機能別市場(ビジュアルデータディスカバリー、拡張データディスカバリー、検索ベースデータディスカバリー、セルフサービスデータプレパレーション)、用途別市場(セキュリティ/リスク管理、販売/マーケティング管理、資産運用管理、サプライチェーンマネジメント、その他)、産業別市場(銀行/金融サービス/保険、政府、ヘルスケア/ライフサイエンス、小売、製造業、メディア/エンターテインメント、電気通信/情報技術、輸送/物流、その他)および主要国地域別市場、などとなっています。また競合状況、主要企業情報(27社)、エコシステム分析、事例研究などの分析情報も加味し、データディスカバリー市場の今後成長性および動向を詳細にレポートしています。

【レポート構成概要】
◆データディスカバリーの世界市場予測2014-2025年
・市場規模(US$)

◆コンポーネント別、市場-2025年
ソリューション

サービス
・専門サービス
-コンサルティング
-サポート/メンテナンス
-展開/統合

・マネージドサービス
※(市場規模US$)

◆企業規模別、市場-2025年
・大企業
・中小企業
※(市場規模US$)

◆展開モード別、市場-2025年
オンプレミス

クラウド
・パブリッククラウド
・プライベートクラウド
・ハイブリッドクラウド
※(市場規模US$)

◆機能別、市場-2025年
・ビジュアルデータディスカバリー
・拡張データディスカバリー
・検索ベースデータディスカバリー
・セルフサービスデータプレパレーション
※(市場規模US$)

◆用途別、市場-2025年
・セキュリティ/リスク管理
・販売/マーケティング管理
・資産運用管理
・サプライチェーンマネジメント
・その他
※(市場規模US$)

◆産業別、市場-2025年
・銀行/金融サービス/保険
・政府
・ヘルスケア/ライフサイエンス
・小売
・製造業
・メディア/エンターテインメント
・電気通信/情報技術
・輸送/物流
・その他
※(市場規模US$)

◆主要国地域別市場-2025年
北米
・米国、カナダ
欧州
・英国、ドイツ、フランス
・その他欧州
アジア太平洋
・日本、中国、インド
・その他アジア太平洋
中東アフリカ
・サウジアラビア、UAE、南アフリカ
・その他中東アフリカ
中南米
・ブラジル、メキシコ
・その他中南米
※地域別に全セグメント別の細分化データ掲載、詳細は目次参照

◆市場分析
・市場ダイナミクス(ドライバー、障壁、機会、課題)
・エコシステム分析
・事例研究
・COVID-19による影響
・サプライチェーン分析
・バリューチェーン分析
・技術分析
・ファイブフォース分析
・市場シェア分析(2020)
・競合状況

◆データディスカバリーの主要企業プロフィール動向
・IBM  
・MICROSOFT 
・ORACLE        
・SALESFORCE
・SAS INSTITUTE          
・GOOGLE       
・AMAZON WEB SERVICES (AWS)          
・MICROSTRATEGY     
・MICRO FOCUS           
・THALES         
・CLOUDERA  
・ALTERYX      
・PKWARE        
・SPIRION        
・EGNYTE        
・NETWRIX      
・VARONIS       
・DIGITAL GUARDIAN

(スタートアップ企業)
・NIGHTFALL 
・SECURITI      
・DATAGRAIL 
・DATHENA     
・BIGID             
・EXPLORIUM 
・TOUCH.IO    
・CONGRUITY 
・CONCENTRIC

(全301頁)

【レポート詳細目次、データ項目一覧は当ページ下を参照ください】

英文詳細目次(table of contents)

【原文詳細目次】

Data Discovery Market by Component, Functionality, Organization Size, Deployment Mode, Application, Vertical (BFSI, Healthcare and Life Sciences, Telecommunications and IT, Manufacturing), and Region - Global Forecast to 2025

Table of Contents

1.... INTRODUCTION

1.1             INTRODUCTION TO COVID-19
1.2             COVID-19 HEALTH ASSESSMENT
・      FIGURE 1................................. COVID-19: GLOBAL PROPAGATION.. 37
・      FIGURE 2.................. COVID-19 PROPAGATION: SELECT COUNTRIES
1.3             COVID-19 ECONOMIC ASSESSMENT
・      FIGURE 3...... REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
1.3.1              COVID-19 ECONOMIC IMPACT - SCENARIO ASSESSMENT
・      FIGURE 4......................... CRITERIA IMPACTING GLOBAL ECONOMY
・      FIGURE 5.......... SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
1.4             OBJECTIVES OF THE STUDY
1.5             MARKET DEFINITION
1.5.1              INCLUSIONS AND EXCLUSIONS
1.6             MARKET SCOPE
1.6.1              MARKET SEGMENTATION
1.6.2              REGIONS COVERED
1.6.3              YEARS CONSIDERED FOR STUDY
1.7             CURRENCY CONSIDERED
・      TABLE 1......... UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019
1.8             STAKEHOLDERS
1.9             SUMMARY OF CHANGES

2.... RESEARCH METHODOLOGY

2.1             RESEARCH DATA
・      FIGURE 6................. DATA DISCOVERY MARKET: RESEARCH DESIGN
2.1.1              SECONDARY DATA
2.1.2              PRIMARY DATA
・      TABLE 2.................................................. PRIMARY INTERVIEWS
2.1.2.1            BREAKUP OF PRIMARY PROFILES
2.1.2.2            KEY INDUSTRY INSIGHTS
2.2             MARKET BREAKUP AND DATA TRIANGULATION
・      FIGURE 7................................................. DATA TRIANGULATION
2.3             MARKET SIZE ESTIMATION
・      FIGURE 8..... DATA DISCOVERY MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1              TOP-DOWN APPROACH
2.3.2              BOTTOM-UP APPROACH
・      FIGURE 9... MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE DATA DISCOVERY MARKET
・      FIGURE 10. MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 BOTTOM-UP  (SUPPLY-SIDE): COLLECTIVE REVENUES OF ALL SOLUTIONS/SERVICES OF THE DATA DISCOVERY MARKET
・      FIGURE 11. MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3 BOTTOM-UP  (SUPPLY-SIDE): COLLECTIVE REVENUES OF ALL SOLUTIONS/SERVICES OF THE DATA DISCOVERY MARKET
・      FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4 - BOTTOM-UP (DEMAND-SIDE): SHARE OF DATA DISCOVERY THROUGH OVERALL DATA DISCOVERY SPENDING.. 54
2.4             MARKET FORECAST
・      TABLE 3....................................................... FACTOR ANALYSIS.. 55
2.5             COMPANY EVALUATION MATRIX METHODOLOGY
・      FIGURE 13..... COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.6             STARTUP/SME COMPETITIVE EVALUATION MATRIX METHODOLOGY
・      FIGURE 14....... STARTUP/SME COMPETITIVE LEADERSHIP MAPPING: CRITERIA WEIGHTAGE
2.7             ASSUMPTIONS FOR THE STUDY
2.8             LIMITATIONS OF THE STUDY
2.9             IMPLICATIONS OF COVID-19 ON THE DATA DISCOVERY MARKET

3.... EXECUTIVE SUMMARY

・      TABLE 4. GLOBAL DATA DISCOVERY MARKET SIZE AND GROWTH RATE,  2014–2019 (USD MILLION, Y-O-Y%)
・      TABLE 5. GLOBAL DATA DISCOVERY MARKET SIZE AND GROWTH RATE,  2019–2025 (USD MILLION, Y-O-Y%)
・      FIGURE 15. SOLUTIONS SEGMENT TO HOLD A LARGER MARKET SIZE IN 2020
・      FIGURE 16... PROFESSIONAL SERVICES SEGMENT TO HOLD A HIGHER MARKET SHARE IN 2020.. 64
・      FIGURE 17... DEPLOYMENT AND INTEGRATION SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2020
・      FIGURE 18. VISUAL DATA DISCOVERY SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020
・      FIGURE 19..... LARGE ENTERPRISES SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2020
・      FIGURE 20... ON-PREMISES SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020
・      FIGURE 21. PUBLIC CLOUD SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2020
・      FIGURE 22 SECURITY AND RISK MANAGEMENT SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020
・      FIGURE 23........... BANKING, INSURANCE, AND FINANCIAL SERVICES SEGMENT TO HOLD THE HIGHEST MARKET SIZE IN 2020
・      FIGURE 24 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD

4.... PREMIUM INSIGHTS

4.1             ATTRACTIVE OPPORTUNITIES IN THE DATA DISCOVERY MARKET
・      FIGURE 25.... GROWING NEED TO DISCOVER SENSITIVE STRUCTURED AND UNSTRUCTURED DATA AND GROWING IMPORTANCE OF DATA UTILIZATION DURING COVID-19 SCENARIO AMONG ORGANIZATIONS
4.2             DATA DISCOVERY MARKET, TOP THREE APPLICATIONS
・      FIGURE 26....... SALES AND MARKETING MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR IN THE DATA DISCOVERY MARKET FROM 2020 TO 2025
4.3             DATA DISCOVERY MARKET, BY REGION
・      FIGURE 27 NORTH AMERICA TO ACCOUNT FOR THE HIGHEST SHARE IN THE DATA DISCOVERY MARKET IN 2020
4.4             NORTH AMERICA DATA DISCOVERY MARKET, BY DEPLOYMENT MODE AND FUNCTIONALITY. 69
・      FIGURE 28...... ON-PREMISES DEPLOYMENT MODE AND VISUAL DATA DISCOVERY FUNCTIONALITY SEGMENTS TO ACCOUNT FOR A LARGER MARKET SHARE IN THE NORTH AMERICAN DATA DISCOVERY MARKET IN 2020

5.... MARKET OVERVIEW AND INDUSTRY TRENDS

5.1             INTRODUCTION
5.2             DATA DISCOVERY: EVOLUTION
・      FIGURE 29................. EVOLUTION OF THE DATA DISCOVERY MARKET
5.3             DATA DISCOVERY: ARCHITECTURE
・      FIGURE 30..................... DATA DISCOVERY MARKET ARCHITECTURE
5.4             MARKET DYNAMICS
・      FIGURE 31................. DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:  DATA DISCOVERY MARKET. 73
5.4.1              DRIVERS
5.4.1.1            GROWING NEED TO DISCOVER SENSITIVE STRUCTURED AND UNSTRUCTURED DATA
5.4.1.2            INCREASING INVESTMENT IN DATA PRIVACY MEASURES WITH THE INTRODUCTION OF DATA PRIVACY REGULATIONS
5.4.1.3            NEED FOR REAL-TIME DATA ACCESS TO DRIVE THE DEMAND FOR CLOUD-BASED DATA DISCOVERY SOLUTIONS
5.4.2              RESTRAINTS
5.4.2.1            DIFFICULTIES IN JUSTIFYING ROI FROM DATA DISCOVERY SOLUTIONS
5.4.2.2            LACK OF SKILLED PROFESSIONAL WORKFORCE
5.4.3              OPPORTUNITIES
5.4.3.1            INCREASING DEMAND TO INTEGRATE DATA IN BUSINESS PROCESSES AND DERIVE ACTIONABLE INSIGHTS
5.4.3.2            COVID-19 HAS LED TO A CHANGE IN WORK DYNAMICS, INCREASING THE NEED FOR DATA UTILIZATION ACROSS VERTICALS
5.4.4              CHALLENGES
5.4.4.1            DATA SECURITY AND PRIVACY CONCERNS
5.4.4.2            MAJOR DEPENDENCE ON MANUAL SYSTEMS FOR DATA DISCOVERY
5.4.5              CUMULATIVE GROWTH ANALYSIS
5.5             DATA DISCOVERY: ECOSYSTEM
・      FIGURE 32......................... DATA DISCOVERY MARKET ECOSYSTEM
5.6             DATA DISCOVERY: PILLARS
・      FIGURE 33.......................... PILLARS OF DATA DISCOVERY MARKET
5.7             CASE STUDY ANALYSIS
5.7.1              FLEETPRIDE TRANSFORM SUPPLY CHAIN MANAGEMENT WITH IBM COGNOS ANALYTICS
5.7.2              GRÄNGES REDUCES DATA SECURITY BREACHES WITH MICROSOFT AZURE INFORMATION PROTECTION
5.7.3              TINUITI CENTRALIZED 100+ DATA SOURCES THROUGH TABLEAU PREP
5.7.4              STATISTICS ESTONIA INCREASES INFORMATION DELIVERY THROUGH SAS DATA DISCOVERY
5.7.5              CISCOWEBX IMPLEMENTED CLOUDERA DATA DISCOVERY FOR IMPROVING CUSTOMER EXPERIENCE
5.7.6              EDMUNDS USES AMAZON MACIE TO INCREASE DATA VISIBILITY AND SECURITY
5.7.7              THE CENTERS FOR MEDICARE AND MEDICAID SERVICES (CMS) ADOPTED PKWARE SMARTCRYPT TO ENHANCE PROTECTION FOR SENSITIVE MEDICAL DATA
5.7.8              ILLINOIS COLLEGE SELECTED SPIRION TO MAKE DATA PRIVACY PROGRAM SMARTER
5.7.9              FIRST NATIONAL BANK MINNESOTA (FNB MN) SELECT NETWRIX SOLUTION TO SECURE SENSITIVE DATA AND REBUILD ITS ACTIVE DIRECTORY
5.8             DATA DISCOVERY MARKET: COVID-19 IMPACT
・      FIGURE 34..... DATA DISCOVERY MARKET TO WITNESS SLOWDOWN IN GROWTH IN 2020.. 86
5.9             PATENT ANALYSIS
5.10          SUPPLY CHAIN ANALYSIS
・      FIGURE 35........................................... SUPPLY CHAIN ANALYSIS
5.11          VALUE CHAIN ANALYSIS
・      FIGURE 36............................................. VALUE CHAIN ANALYSIS
5.12          TECHNOLOGY ANALYSIS
5.12.1            ARTIFICIAL INTELLIGENCE AND DATA DISCOVERY
5.12.2            BLOCKCHAIN AND DATA DISCOVERY
5.12.3            INTERNET OF THINGS AND DATA DISCOVERY
5.13          PRICING MODEL ANALYSIS
5.14          PORTER’S FIVE FORCE ANALYSIS
・      FIGURE 37.................................. PORTER’S FIVE FORCE ANALYSIS.. 91
5.14.1            THREAT OF NEW ENTRANTS
5.14.2            THREAT OF SUBSTITUTES
5.14.3            BARGAINING POWER OF SUPPLIERS
5.14.4            BARGAINING POWER OF BUYERS
5.14.5            INTENSITY OF COMPETITIVE RIVALRY

6.... DATA DISCOVERY MARKET, BY COMPONENT

6.1             INTRODUCTION
6.1.1              COMPONENTS: DATA DISCOVERY MARKET DRIVERS
6.1.2              COMPONENTS: COVID-19 IMPACT
・      FIGURE 38 SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING  THE FORECAST PERIOD
・      TABLE 6................ DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION)
・      TABLE 7................ DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)
6.2             SOLUTIONS
・      TABLE 8...... SOLUTIONS: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 9...... SOLUTIONS: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
6.3             SERVICES
・      FIGURE 39..... MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING  THE FORECAST PERIOD
・      TABLE 10.... DATA DISCOVERY MARKET SIZE, BY SERVICE,2014–2019 (USD MILLION)
・      TABLE 11... DATA DISCOVERY MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
・      TABLE 12....... SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 13....... SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
6.3.1              PROFESSIONAL SERVICES
・      FIGURE 40....... CONSULTING SEGMENT TO REGISTER HIGHEST CAGR DURING  FORECAST PERIOD
・      TABLE 14. PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE, 
2014–2019 (USD MILLION)
・      TABLE 15. PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE, 
2019–2025 (USD MILLION)
・      TABLE 16. PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
・      TABLE 17. PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
6.3.1.1            CONSULTING
・      TABLE 18... CONSULTING: DATA DISCOVERY MARKET SIZE, BY REGION, 
2014–2019 (USD MILLION)
・      TABLE 19... CONSULTING: DATA DISCOVERY MARKET SIZE, BY REGION, 
2019–2025 (USD MILLION)
6.3.1.2            SUPPORT AND MAINTENANCE
・      TABLE 20.... SUPPORT AND MAINTENANCE: DATA DISCOVERY MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
・      TABLE 21.... SUPPORT AND MAINTENANCE: DATA DISCOVERY MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
6.3.1.3            DEPLOYMENT AND INTEGRATION
・      TABLE 22 DEPLOYMENT AND INTEGRATION: DATA DISCOVERY MARKET SIZE, 
BY REGION, 2014–2019 (USD MILLION)
・      TABLE 23 DEPLOYMENT AND INTEGRATION: DATA DISCOVERY MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION)
6.3.2              MANAGED SERVICES
・      TABLE 24.... MANAGED SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 25.... MANAGED SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION, 
2019–2025 (USD MILLION)

7.... DATA DISCOVERY MARKET, BY ORGANIZATION SIZE

7.1             INTRODUCTION
7.1.1              ORGANIZATION SIZE: DATA DISCOVERY MARKET DRIVERS
7.1.2              ORGANIZATION SIZE: COVID-19 IMPACT
・      FIGURE 41.... SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING THE FORECAST PERIOD
・      TABLE 26..... DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 
2014–2019 (USD MILLION)
・      TABLE 27..... DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 
2019–2025 (USD MILLION)
7.2             LARGE ENTERPRISES
・      TABLE 28.... LARGE ENTERPRISES: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 29.... LARGE ENTERPRISES: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
7.3             SMALL AND MEDIUM-SIZED ENTERPRISES
・      TABLE 30 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
・      TABLE 31 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

8.... DATA DISCOVERY MARKET, BY DEPLOYMENT MODE

8.1             INTRODUCTION
8.1.1              DEPLOYMENT MODE: DATA DISCOVERY MARKET DRIVERS
8.1.2              DEPLOYMENT MODE: COVID-19 IMPACT
・      FIGURE 42..... CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD.. 116
・      TABLE 32..... DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 
2014–2019 (USD MILLION)
・      TABLE 33..... DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION)
8.2             ON-PREMISES
・      TABLE 34. ON-PREMISES: DATA DISCOVERY MARKET SIZE, BY REGION, 
2014–2019 (USD MILLION)
・      TABLE 35. ON-PREMISES: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
8.3             CLOUD
・      FIGURE 43...... HYBRID CLOUD SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
・      TABLE 36............... CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION)
・      TABLE 37............... CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION)
・      TABLE 38.......... CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 39.......... CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
8.3.1              PUBLIC CLOUD
・      TABLE 40 PUBLIC CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 41 PUBLIC CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
8.3.2              PRIVATE CLOUD
・      TABLE 42........... PRIVATE CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION, 
2014–2019 (USD MILLION)
・      TABLE 43........... PRIVATE CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
8.3.3              HYBRID CLOUD
・      TABLE 44 HYBRID CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 45 HYBRID CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)

9.... DATA DISCOVERY MARKET, BY FUNCTIONALITY

9.1             INTRODUCTION
9.1.1              FUNCTIONALITY: DATA DISCOVERY MARKET DRIVERS
9.1.2              FUNCTIONALITY: COVID-19 IMPACT
・      FIGURE 44 AUGMENTED DATA DISCOVERY SEGMENT TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD
・      TABLE 46........... DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2014–2019 (USD MILLION)
・      TABLE 47........... DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2019–2025 (USD MILLION)
9.2             VISUAL DATA DISCOVERY
・      TABLE 48... VISUAL DATA DISCOVERY: DATA DISCOVERY MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
・      TABLE 49... VISUAL DATA DISCOVERY: DATA DISCOVERY MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
9.3             AUGMENTED DATA DISCOVERY
・      TABLE 50.. AUGMENTED DATA DISCOVERY: DATA DISCOVERY MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
・      TABLE 51.. AUGMENTED DATA DISCOVERY: DATA DISCOVERY MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
9.4             SEARCH-BASED DATA DISCOVERY
・      TABLE 52.......... SEARCH-BASED DATA DISCOVERY: MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 53........ SEARCH-BASED DATA DISCOVERY: MARKET SIZE,  BY REGION,
2019–2025 (USD MILLION)
9.5             SELF-SERVICE DATA PREPARATION
・      TABLE 54. SELF-SERVICE DATA DISCOVERY: MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 55. SELF-SERVICE DATA DISCOVERY: MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)

10.. DATA DISCOVERY MARKET, BY APPLICATION

10.1          INTRODUCTION
10.1.1            APPLICATION: DATA DISCOVERY MARKET DRIVERS
10.1.2            APPLICATION: COVID-19 IMPACT
・      FIGURE 45... SALES AND MARKETING MANAGEMENT APPLICATION TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
・      TABLE 56.............. DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION)
・      TABLE 57.............. DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION)
10.2          SECURITY AND RISK MANAGEMENT
・      TABLE 58........ SECURITY AND RISK MANAGEMENT: DATA DISCOVERY MARKET SIZE,
BY REGION,  2014–2019 (USD MILLION)
・      TABLE 59........ SECURITY AND RISK MANAGEMENT: DATA DISCOVERY MARKET SIZE,
BY REGION,  2019–2025 (USD MILLION)
10.3          SALES AND MARKETING MANAGEMENT
・      TABLE 60... SALES AND MARKETING MANAGEMENT: DATA DISCOVERY MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION)
・      TABLE 61... SALES AND MARKETING MANAGEMENT: DATA DISCOVERY MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION)
10.4          ASSET MANAGEMENT
・      TABLE 62... ASSET MANAGEMENT: DATA DISCOVERY MARKET SIZE, BY REGION, 
2014–2019 (USD MILLION)
・      TABLE 63... ASSET MANAGEMENT: DATA DISCOVERY MARKET SIZE, BY REGION, 
2019–2025 (USD MILLION)
10.5          SUPPLY CHAIN MANAGEMENT
・      TABLE 64... SUPPLY CHAIN MANAGEMENT: DATA DISCOVERY MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
・      TABLE 65... SUPPLY CHAIN MANAGEMENT: DATA DISCOVERY MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
10.6          OTHER APPLICATIONS
・      TABLE 66... OTHER APPLICATIONS: DATA DISCOVERY MARKET SIZE, BY REGION, 
2014–2019 (USD MILLION)
・      TABLE 67... OTHER APPLICATIONS: DATA DISCOVERY MARKET SIZE, BY REGION, 
2019–2025 (USD MILLION)

11.. DATA DISCOVERY MARKET, BY VERTICAL

11.1          INTRODUCTION
11.1.1            VERTICAL: DATA DISCOVERY MARKET DRIVERS
11.1.2            VERTICAL: COVID-19 IMPACT
・      FIGURE 46... HEALTHCARE AND LIFE SCIENCES VERTICAL TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
・      TABLE 68.. DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
・      TABLE 69.. DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
11.2          BANKING, FINANCIAL SERVICES, AND INSURANCE
・      TABLE 70..... BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA DISCOVERY MARKET SIZE,  BY REGION, 2014–2019 (USD MILLION)
・      TABLE 71..... BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA DISCOVERY MARKET SIZE,  BY REGION, 2019–2025 (USD MILLION)
11.3          GOVERNMENT
・      TABLE 72. GOVERNMENT: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 73. GOVERNMENT: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
11.4          HEALTHCARE AND LIFE SCIENCES
・      TABLE 74 HEALTHCARE AND LIFE SCIENCES: DATA DISCOVERY MARKET SIZE,
BY REGION,  2014–2019 (USD MILLION)
・      TABLE 75 HEALTHCARE AND LIFE SCIENCES: DATA DISCOVERY MARKET SIZE,
BY REGION,  2019–2025 (USD MILLION)
11.5          RETAIL
・      TABLE 76........... RETAIL: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)
・      TABLE 77........... RETAIL: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
11.6          MANUFACTURING
・      TABLE 78........ MANUFACTURING: DATA DISCOVERY MARKET SIZE, BY REGION, 
2014–2019 (USD MILLION)
・      TABLE 79........ MANUFACTURING: DATA DISCOVERY MARKET SIZE, BY REGION, 
2019–2025 (USD MILLION)
11.7          MEDIA AND ENTERTAINMENT
・      TABLE 80..... MEDIA AND ENTERTAINMENT: DATA DISCOVERY MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
・      TABLE 81..... MEDIA AND ENTERTAINMENT: DATA DISCOVERY MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
11.8          TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY
・      TABLE 82.. TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
・      TABLE 83.. TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.9          TRANSPORTATION AND LOGISTICS
・      TABLE 84......... TRANSPORTATION AND LOGISTICS: DATA DISCOVERY MARKET SIZE,
BY REGION,  2014–2019 (USD MILLION)
・      TABLE 85......... TRANSPORTATION AND LOGISTICS: DATA DISCOVERY MARKET SIZE,
BY REGION,  2019–2025 (USD MILLION)
11.10        OTHER VERTICALS
・      TABLE 86........ OTHER VERTICALS: DATA DISCOVERY MARKET SIZE, BY REGION, 
2014–2019 (USD MILLION)
・      TABLE 87........ OTHER VERTICALS: DATA DISCOVERY MARKET SIZE, BY REGION, 
2019–2025 (USD MILLION)

12.. DATA DISCOVERY MARKET, BY REGION

12.1          INTRODUCTION
・      FIGURE 47..... INDIA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
・      FIGURE 48.......... ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD.. 158
・      TABLE 88.... DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
・      TABLE 89.... DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
12.2          NORTH AMERICA
12.2.1            NORTH AMERICA: DATA DISCOVERY MARKET DRIVERS
12.2.2            NORTH AMERICA: COVID-19 IMPACT
12.2.3            NORTH AMERICA: REGULATIONS
12.2.3.1          HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY  ACT OF 1996
12.2.3.2          CALIFORNIA CONSUMER PRIVACY ACT
12.2.3.3          GRAMM–LEACH–BLILEY ACT
12.2.3.4          HEALTH INFORMATION TECHNOLOGY FOR ECONOMIC AND CLINICAL HEALTH ACT
・      FIGURE 49.......................... NORTH AMERICA: MARKET SNAPSHOT
・      TABLE 90......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION)
・      TABLE 91......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY COMPONENT, 
2019–2025 (USD MILLION)
・      TABLE 92......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY SERVICE, 
2014–2019 (USD MILLION)
・      TABLE 93......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY SERVICE, 
2019–2025 (USD MILLION)
・      TABLE 94......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)
・      TABLE 95......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)
・      TABLE 96......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,  2014–2019 (USD MILLION)
・      TABLE 97......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,  2019–2025 (USD MILLION)
・      TABLE 98......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)
・      TABLE 99......... NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,  2019–2025 (USD MILLION)
・      TABLE 100........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)
・      TABLE 101........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION)
・      TABLE 102........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE, 
2014–2019 (USD MILLION)
・      TABLE 103........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2019–2025 (USD MILLION)
・      TABLE 104........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY APPLICATION, 
2014–2019 (USD MILLION)
・      TABLE 105........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION)
・      TABLE 106........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION)
・      TABLE 107........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL, 
2019–2025 (USD MILLION)
・      TABLE 108........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION)
・      TABLE 109........ NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY, 
2019–2025 (USD MILLION)
12.2.4            UNITED STATES
12.2.5            CANADA
12.3          EUROPE
12.3.1            EUROPE: DATA DISCOVERY MARKET DRIVERS
12.3.2            EUROPE: COVID-19 IMPACT
12.3.3            EUROPE: REGULATIONS
12.3.3.1          GENERAL DATA PROTECTION REGULATION
12.3.3.2          EUROPEAN COMMITTEE FOR STANDARDIZATION
12.3.3.3          EUROPEAN TECHNICAL STANDARDS INSTITUTE
・      TABLE 110 EUROPE: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION)
・      TABLE 111 EUROPE: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)
・      TABLE 112...... EUROPE: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION)
・      TABLE 113...... EUROPE: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION)
・      TABLE 114................... EUROPE: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)
・      TABLE 115................... EUROPE: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)
・      TABLE 116................... EUROPE: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 
2014–2019 (USD MILLION)
・      TABLE 117................... EUROPE: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2019–2025 (USD MILLION)
・      TABLE 118................... EUROPE: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 
2014–2019 (USD MILLION)
・      TABLE 119................... EUROPE: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 
2019–2025 (USD MILLION)
・      TABLE 120 EUROPE: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 
2014–2019 (USD MILLION)
・      TABLE 121 EUROPE: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 
2019–2025 (USD MILLION)
・      TABLE 122. EUROPE: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2014–2019 (USD MILLION)
・      TABLE 123. EUROPE: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2019–2025 (USD MILLION)
・      TABLE 124 EUROPE: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION)
・      TABLE 125 EUROPE: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION)
・      TABLE 126..... EUROPE: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION)
・      TABLE 127..... EUROPE: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION)
・      TABLE 128..... EUROPE: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION)
・      TABLE 129..... EUROPE: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION)
12.3.4            UNITED KINGDOM
12.3.5            GERMANY
12.3.6            FRANCE
12.3.7            REST OF EUROPE
12.4          ASIA PACIFIC
12.4.1            ASIA PACIFIC: DATA DISCOVERY MARKET DRIVERS
12.4.2            ASIA PACIFIC: COVID-19 IMPACT
12.4.3            ASIA PACIFIC: REGULATIONS
12.4.3.1          INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001
12.4.3.2          PERSONAL DATA PROTECTION ACT
・      FIGURE 50............................... ASIA PACIFIC: MARKET SNAPSHOT
・      TABLE 130............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY COMPONENT, 
2014–2019 (USD MILLION)
・      TABLE 131............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)
・      TABLE 132 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION)
・      TABLE 133 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION)
・      TABLE 134............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)
・      TABLE 135............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)
・      TABLE 136............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2014–2019 (USD MILLION)
・      TABLE 137............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2019–2025 (USD MILLION)
・      TABLE 138............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)
・      TABLE 139............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,  2019–2025 (USD MILLION)
・      TABLE 140............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)
・      TABLE 141............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION)
・      TABLE 142.. ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE, 
2014–2019 (USD MILLION)
・      TABLE 143.. ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE, 
2019–2025 (USD MILLION)
・      TABLE 144............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY APPLICATION, 
2014–2019 (USD MILLION)
・      TABLE 145............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY APPLICATION, 
2019–2025 (USD MILLION)
・      TABLE 146............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION)
・      TABLE 147............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION)
・      TABLE 148............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION)
・      TABLE 149............ ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION)
12.4.4            CHINA
12.4.5            JAPAN
12.4.6            INDIA
12.4.7            REST OF ASIA PACIFIC
12.5          MIDDLE EAST AND AFRICA
12.5.1            MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET DRIVERS
12.5.2            MIDDLE EAST AND AFRICA: COVID-19 EFFECT
12.5.3            MIDDLE EAST AND AFRICA: REGULATIONS
12.5.3.1          ISRAELI PRIVACY PROTECTION REGULATIONS (DATA SECURITY), 5777-2017
12.5.3.2          CLOUD COMPUTING FRAMEWORK
12.5.3.3          GDPR APPLICABILITY IN THE KINGDOM OF SAUDI ARABIA (KSA)
12.5.3.4          PROTECTION OF PERSONAL INFORMATION ACT
・      TABLE 150 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, 
BY COMPONENT, 2014–2019 (USD MILLION)
・      TABLE 151 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, 
BY COMPONENT, 2020–2025 (USD MILLION)
・      TABLE 152 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY SERVICE,  2014–2019 (USD MILLION)
・      TABLE 153 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY SERVICE,  2019–2025 (USD MILLION)
・      TABLE 154 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
・      TABLE 155 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
・      TABLE 156 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY FUNCTIONALITY,  2014–2019 (USD MILLION)
・      TABLE 157 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY FUNCTIONALITY,  2019–2025 (USD MILLION)
・      TABLE 158 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
・      TABLE 159 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
・      TABLE 160 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
・      TABLE 161 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
・      TABLE 162 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,  2014–2019 (USD MILLION)
・      TABLE 163 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,  2019–2025 (USD MILLION)
・      TABLE 164 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY APPLICATION,  2014–2019 (USD MILLION)
・      TABLE 165 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY APPLICATION,  2019–2025 (USD MILLION)
・      TABLE 166 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
・      TABLE 167 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL,  2019–2025 (USD MILLION)
・      TABLE 168 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,  BY COUNTRY, 2014–2019 (USD MILLION)
・      TABLE 169 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,  BY COUNTRY, 2020–2025 (USD MILLION)
12.5.4            KINGDOM OF SAUDI ARABIA
12.5.5            UNITED ARAB EMIRATES
12.5.6            SOUTH AFRICA
12.5.7            REST OF MIDDLE EAST AND AFRICA
12.6          LATIN AMERICA
12.6.1            LATIN AMERICA: DATA DISCOVERY MARKET DRIVERS
12.6.2            LATIN AMERICA: COVID-19 IMPACT
12.6.3            LATIN AMERICA: REGULATIONS
12.6.3.1          BRAZIL DATA PROTECTION LAW
12.6.3.2          ARGENTINA PERSONAL DATA PROTECTION LAW NO. 25.326
・      TABLE 170......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY COMPONENT, 
2014–2019 (USD MILLION)
・      TABLE 171......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)
・      TABLE 172......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY SERVICE, 
2014–2019 (USD MILLION)
・      TABLE 173......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY SERVICE, 
2019–2025 (USD MILLION)
・      TABLE 174......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)
・      TABLE 175......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)
・      TABLE 176......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2014–2019 (USD MILLION)
・      TABLE 177......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 
2019–2025 (USD MILLION)
・      TABLE 178......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)
・      TABLE 179......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
・      TABLE 180......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)
・      TABLE 181......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION)
・      TABLE 182 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE, 
2014–2019 (USD MILLION)
・      TABLE 183 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE, 
2019–2025 (USD MILLION)
・      TABLE 184......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION)
・      TABLE 185......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION)
・      TABLE 186......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL, 
2014–2019 (USD MILLION)
・      TABLE 187......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION)
・      TABLE 188......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY, 
2014–2019 (USD MILLION)
・      TABLE 189......... LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY, 
2020–2025 (USD MILLION)
12.6.4            BRAZIL
12.6.5            MEXICO
12.6.6            REST OF LATIN AMERICA

13.. COMPETITIVE LANDSCAPE

13.1          OVERVIEW
13.2          MARKET EVALUATION FRAMEWORK
・      FIGURE 51.. MARKET EVALUATION FRAMEWORK: PARTNERSHIPS AND EXPANSIONS FROM 2018 AND 2020
13.3          MARKET SHARE, 2020
・      FIGURE 52..... MICROSOFT TO LEAD THE DATA DISCOVERY MARKET IN 2020
13.4          HISTORIC REVENUE ANALYSIS OF KEY MARKET PLAYERS
・      FIGURE 53................. REVENUE ANALYSIS OF KEY MARKET PLAYERS
13.5          KEY MARKET DEVELOPMENTS
13.5.1            NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
・      TABLE 190...................... NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2018–2020
13.5.2            BUSINESS EXPANSIONS
・      TABLE 191............................ BUSINESS EXPANSIONS, 2019-2020
13.5.3            MERGERS AND ACQUISITIONS
・      TABLE 192................... MERGERS AND ACQUISITIONS, 2018–2020
13.5.4            PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS
・      TABLE 193............ PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS,
2018–2020
13.6          COMPANY EVALUATION MATRIX DEFINITIONS AND METHODOLOGY
・      FIGURE 54................................. RANKING OF KEY PLAYERS, 2020.. 222
13.7          COMPANY EVALUATION MATRIX, 2020
13.7.1            STAR
13.7.2            EMERGING LEADERS
13.7.3            PERVASIVE
13.7.4            PARTICIPANTS
・      FIGURE 55.............. DATA DISCOVERY MARKET (GLOBAL), COMPANY EVALUATION MATRIX, 2020
13.7.5            STRENGTH OF PRODUCT PORTFOLIO FOR TOP PLAYERS IN DATA DISCOVERY MARKET
・      FIGURE 56.. PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN DATA DISCOVERY MARKET
13.7.6            BUSINESS STRATEGY EXCELLENCE FOR TOP PLAYERS IN DATA DISCOVERY MARKET
・      FIGURE 57.... BUSINESS STRATEGY EXCELLENCE FOR TOP PLAYERS IN DATA DISCOVERY MARKET
13.8          STARTUP/SME COMPANY EVALUATION MATRIX, 2020
13.8.1            PROGRESSIVE COMPANIES
13.8.2            RESPONSIVE COMPANIES
13.8.3            DYNAMIC COMPANIES
13.8.4            STARTING BLOCKS
・      FIGURE 58........ DATA DISCOVERY MARKET (GLOBAL), STARTUP/SME COMPANY EVALUATION MATRIX, 2020
13.8.5            STRENGTH OF PRODUCT PORTFOLIOS FOR STARTUPS IN THE DATA DISCOVERY MARKET
・      FIGURE 59 PRODUCT PORTFOLIO ANALYSIS OF TOP STARTUPS IN DATA DISCOVERY MARKET
13.8.6            BUSINESS STRATEGY EXCELLENCE FOR STARTUPS IN DATA DISCOVERY MARKET
・      FIGURE 60.... BUSINESS STRATEGY EXCELLENCE OF TOP STARTUPS IN DATA DISCOVERY MARKET

14.. COMPANY PROFILES

14.1          INTRODUCTION
(BUSINESS OVERVIEW, SOLUTIONS AND SERVICES OFFERED, RECENT DEVELOPMENTS, MNM VIEW, KEY STRENGTHS/RIGHT TO WIN, STRATEGIC CHOICES MADE, AND WEAKNESS AND COMPETITIVE THREATS)*
14.2          IBM
・      FIGURE 61........................................ IBM: COMPANY SNAPSHOT
14.3          MICROSOFT
・      FIGURE 62.............................. MICROSOFT: COMPANY SNAPSHOT. 234
14.4          ORACLE
・      FIGURE 63................................... ORACLE: COMPANY SNAPSHOT
14.5          SALESFORCE
・      FIGURE 64............................. SALESFORCE: COMPANY SNAPSHOT. 244
14.6          SAS INSTITUTE
・      FIGURE 65........................... SAS INSTITUTE: COMPANY SNAPSHOT
14.7          GOOGLE
・      FIGURE 66................................... GOOGLE: COMPANY SNAPSHOT
14.8          AMAZON WEB SERVICES (AWS)
・      FIGURE 67........................................ AWS: COMPANY SNAPSHOT
14.9          MICROSTRATEGY
・      FIGURE 68........................ MICROSTRATEGY: COMPANY SNAPSHOT
14.10        MICRO FOCUS
・      FIGURE 69........................... MICRO FOCUS: COMPANY SNAPSHOT
14.11        THALES
・      FIGURE 70.................................... THALES: COMPANY SNAPSHOT
14.12        CLOUDERA
・      FIGURE 71............................... CLOUDERA: COMPANY SNAPSHOT. 270
14.13        ALTERYX
・      FIGURE 72................................... ALTERYX: COMPANY SNAPSHOT
14.14        PKWARE
14.15        SPIRION
14.16        EGNYTE
14.17        NETWRIX
14.18        VARONIS
14.19        DIGITAL GUARDIAN
14.20        STARTUP/SME PROFILES
14.20.1         NIGHTFALL
14.20.2         SECURITI
14.20.3         DATAGRAIL
14.20.4         DATHENA
14.20.5         BIGID
14.20.6         EXPLORIUM
14.20.7         1TOUCH.IO
14.20.8         CONGRUITY360
14.20.9         CONCENTRIC
*DETAILS ON BUSINESS OVERVIEW, SOLUTIONS AND SERVICES OFFERED, RECENT DEVELOPMENTS, MNM VIEW, KEY STRENGTHS/RIGHT TO WIN, STRATEGIC CHOICES MADE, AND WEAKNESS AND COMPETITIVE THREATS MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.

15.. ADJACENT AND RELATED MARKETS

15.1          INTRODUCTION
15.2          BUSINESS INTELLIGENCE MARKET - GLOBAL FORECAST 2025
15.2.1            MARKET DEFINITION
15.2.2            MARKET OVERVIEW
15.2.2.1          BUSINESS INTELLIGENCE MARKET, BY COMPONENT
・      TABLE 194.. BUSINESS INTELLIGENCE MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION)
・      TABLE 195.. BUSINESS INTELLIGENCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)
15.2.2.2          BUSINESS INTELLIGENCE MARKET, BY DEPLOYMENT MODE
・      TABLE 196.. BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 
2016–2019 (USD MILLION)
・      TABLE 197.. BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 
2019–2025 (USD MILLION)
15.2.2.3          BUSINESS INTELLIGENCE MARKET, BY ORGANIZATION SIZE
・      TABLE 198 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 
2016–2019 (USD MILLION)
・      TABLE 199 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 
2019–2025 (USD MILLION)
15.2.2.4          BUSINESS INTELLIGENCE MARKET, BY BUSINESS FUNCTION
・      TABLE 200...... BUSINESS INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION,
2016–2019 (USD MILLION)
・      TABLE 201...... BUSINESS INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 
2019–2025 (USD MILLION)
15.2.2.5          BUSINESS INTELLIGENCE MARKET, BY INDUSTRY VERTICAL
・      TABLE 202....... BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2016–2019 (USD MILLION)
・      TABLE 203....... BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2019–2025 (USD MILLION)
15.2.2.6          BUSINESS INTELLIGENCE MARKET, BY REGION
・      TABLE 204......... BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2016–2019 (USD MILLION)
・      TABLE 205......... BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)
15.3          DATA CLASSIFICATION MARKET - GLOBAL FORECAST TO 2023
15.3.1            MARKET DEFINITION
15.3.2            MARKET OVERVIEW
・      TABLE 206 GLOBAL DATA CLASSIFICATION MARKET SIZE AND GROWTH RATE, 
2016–2023 (USD MILLION, Y-O-Y %)
15.3.2.1          DATA CLASSIFICATION MARKET, BY COMPONENT
・      TABLE 207...... DATA CLASSIFICATION MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION)
15.3.2.2          DATA CLASSIFICATION MARKET, BY METHODOLOGY
・      TABLE 208... DATA CLASSIFICATION MARKET SIZE, BY METHODOLOGY,
2016–2023 (USD MILLION)
15.3.2.3          DATA CLASSIFICATION MARKET, BY APPLICATION
・      TABLE 209..... DATA CLASSIFICATION MARKET SIZE, BY APPLICATION,
2016–2023 (USD MILLION)
15.3.2.4          DATA CLASSIFICATION MARKET, BY VERTICAL
・      TABLE 210.......... DATA CLASSIFICATION MARKET SIZE, BY VERTICAL,
2016–2023 (USD MILLION)
15.3.2.5          DATA CLASSIFICATION MARKET, BY REGION
・      TABLE 211............. DATA CLASSIFICATION MARKET SIZE, BY REGION,
2016–2023 (USD MILLION)

16.. APPENDIX



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