調査レポートカテゴリー： IT/電子, MarketsandMarkets, 世界

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

世界のデータディスカバリー市場予測：コンポーネント別、機能別、組織規模別、展開方法別、用途別、産業別、地域別

◆タイトル：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
◆商品コード：TC4867
◆調査・発行会社：MarketsandMarkets
◆発行日：2021年1月15日
◆ページ数：301
◆レポート形式：PDF / 英語
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 【レポートの概要】

マーケッツアンドマーケッツ社は世界のデータディスカバリー市場規模が2020年70億ドルから2025年144億ドルまで、年平均15.6％成長すると予想しています。本市場調査資料では、データディスカバリーの世界市場を広く調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要・産業動向、コンポーネント別（ソリューション、サービス）分析、組織規模別（大企業、中小企業）分析、展開方法別（オンプレミス型、クラウド型）分析、機能別（視覚的データ発見、拡張データ検出、検索ベースデータ発見、セルフサービスデータ準備）分析、用途別（セキュリティ・リスク管理、販売・マーケティング管理、資産管理、サプライチェーン管理、その他）分析、産業別（金融、政府、医療・生命科学、小売、製造）分析、地域別分析、競争状況、企業情報、隣接・関連市場などを整理しました。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要・産業動向
・世界のデータディスカバリー市場規模：コンポーネント別（ソリューション、サービス）
・世界のデータディスカバリー市場規模：組織規模別（大企業、中小企業）
・世界のデータディスカバリー市場規模：展開方法別（オンプレミス型、クラウド型）
・世界のデータディスカバリー市場規模：機能別（視覚的データ発見、拡張データ検出、検索ベースデータ発見、セルフサービスデータ準備）
・世界のデータディスカバリー市場規模：用途別（セキュリティ・リスク管理、販売・マーケティング管理、資産管理、サプライチェーン管理、その他）
・世界のデータディスカバリー市場規模：産業別（金融、政府、医療・生命科学、小売、製造）
・世界のデータディスカバリー市場規模：地域別
・競争状況
・企業情報
・隣接・関連市場

“The global data discovery market size to grow from USD 7.0 billion in 2020 to USD 14.4 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 15.6% during the forecast period.”
Various factors such as the growing need to discover sensitive structured and unstructured data, increasing investments in data privacy with evolving regulations, growing adoption of cloud-based data discovery solutions to improve security compliance and governance within data and the growing importance of data utilization during COVID-19 scenario among organizations are expected to drive the adoption of the data discovery market. The objective of the report is to define, describe, and forecast the data discovery market size based on component, functionality, organization size, deployment mode, application, vertical, and region.

“With the growing focus on IoT and real-time data analysis, the data discovery market is witnessing significant growth.”
Various factors, such as the growing need to discover sensitive structured and unstructured data, increasing investments in data privacy culture with evolving data privacy regulations, and need for real-time data access, are expected to drive the adoption of the data discovery market. Increasing demand to integrate data in business processes to derive actionable insights, and COVID-19 led change in work dynamics increasing need for data utilization across verticals would provide opportunities for market growth. However, the market faces restraints, such as difficulty to justify RoI from data discovery solutions, and lack of skilled professional workforce. Data security and privacy concerns, and major dependency on traditional manual systems for data discovery are the key challenges in the adoption of data discovery solutions and services.

“The services segment to grow at a higher CAGR during the forecast period.”
The data discovery market is segmented based on components, such as solutions and services. The services segment is expected to grow at a rapid pace during the forecast period. The growth can be attributed to the increasing demand for deployment and integration services by end user to effectively integrate data discovery tools for gathering structured and unstructured data from multiple sources.

“The augmented data discovery functionality segment to grow at the highest CAGR during the forecast period.”
The data discovery market by functionalityhas been segmented into visual data discovery, augmented data discovery, search-based data discovery, and self-service data preparation. The visual data discovery functionality is expected to hold the largest market size during the forecast period. This can be attributed to its benefits such as easy interaction with graphs for clear results, analysis, reporting and visualization of different options, and easy documentation supporting corporate and governmental compliance. The augmented data discovery functionality is expected to grow at the highest CAGR. Augmented data discovery algorithms do the heavy lifting of sifting through data and then presenting the user with insights that can really make a difference to their business.

“The cloud segment to grow at a higher CAGR during the forecast period.”
The data discovery market by deployment mode has been segmented into on-premises and cloud. Cloud is further segmented by type in public cloud, private cloud, and hybrid cloud. The cloud segment is expected to grow at a rapid pace during the forecast period. The high CAGR of the cloud segment can be attributed to the availability of easy deployment options and minimal requirements of capital and time. These factors are supporting the current lockdown scenario of COVID-19 as social distancing and lack of workforce hit the industry, and are expected to drive the adoption of cloud-based data discovery solutions. Highly secure data encryption and complete data visibility and control feature are responsible for the higher adoption of on-premises-based data discovery solutions.

“Among verticals, the healthcare and life sciences segment to grow at a the highest CAGR during the forecast period.”
The data discovery market is segmented based on verticals into BFSI, government, healthcare and life sciences, retail, manufacturing, media and entertainment, telecommunications and IT, transportation and logistics, and other verticals (education, energy and utilities, and travel and hospitality). The BFSI vertical is expected to account for the largest market size during the forecast period. Moreover, the healthcare and life sciences vertical is expected to grow at the highest CAGR during the forecast period. During the COVID-19 pandemic, healthcare researchers and hospitals are dealing with enormous data, which has created a massive need for efficient data discovery and management. Data preparation and graphical user interface facilitates the users to utilize embedded intelligence with automated data prep tasks.

“Among regions, Asia Pacific (APAC) to grow at the highest CAGR during the forecast period.”
APAC is expected to grow at the highest CAGR during the forecast period. The increasing investments by the tech companies in major APAC countries, such as China, India, and Japan, increasing government regulations and initiatives are expected to drive the growth of the market in APAC. The increasing volume of data, advancements in AI and big data technologies, growing concern about data integrity, and increasing demand for useful insights are some of the major factors driving the growth of the data discovery market in APAC. China, India, and Japan are particularly focusing on enhancing the management of data to enable data-based business decisions and enhance business processes.

Breakdown of primaries:
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the data discovery market.

 By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%
 By Designation: C-Level Executives: 50%, Directors: 30%, and Others: 20%
 By Region: North America: 25%, APAC: 30%, Europe: 30%, MEA: 10%, and Latin America: 5%

The report includes the study of key players offering data discovery solutions and services. It profiles major vendors in the global data discovery market. The major vendors in the global data discovery market are include IBM (US), Microsoft (US), Oracle (US), Salesforce (US), SAS Institute (US), Google (US), AWS (US), Micro Focus (UK), MicroStrategy (US), Cloudera (US), PKWARE (US), Alteryx (US), Thales (France), Spirion (US), Egnyte (US), Netwrix (US), Varonis (US), Digital Guardian (US), Nightfall (US), Securiti (US), DataGrail (US), Dathena (Singapore), BigID (US), Explorium (US), 1touch.io (US), Congruity360 (US), and Concentric (US).

Research Coverage:
The market study covers the data discovery market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, organization size, deployment mode, application, functionality, vertical, and regions. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report:
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall data discovery market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

【レポートの目次】

1 INTRODUCTION 37
1.1 INTRODUCTION TO COVID-19 37
1.2 COVID-19 HEALTH ASSESSMENT 37
FIGURE 1 COVID-19: GLOBAL PROPAGATION 37
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 38
1.3 COVID-19 ECONOMIC ASSESSMENT 39
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 39
1.3.1 COVID-19 ECONOMIC IMPACT – SCENARIO ASSESSMENT 40
FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY 40
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 41
1.4 OBJECTIVES OF THE STUDY 42
1.5 MARKET DEFINITION 42
1.5.1 INCLUSIONS AND EXCLUSIONS 43
1.6 MARKET SCOPE 43
1.6.1 MARKET SEGMENTATION 44
1.6.2 REGIONS COVERED 44
1.6.3 YEARS CONSIDERED FOR STUDY 45
1.7 CURRENCY CONSIDERED 45
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019 45
1.8 STAKEHOLDERS 45
1.9 SUMMARY OF CHANGES 46
2 RESEARCH METHODOLOGY 47
2.1 RESEARCH DATA 47
FIGURE 6 DATA DISCOVERY MARKET: RESEARCH DESIGN 47
2.1.1 SECONDARY DATA 48
2.1.2 PRIMARY DATA 48
TABLE 2 PRIMARY INTERVIEWS 48
2.1.2.1 Breakup of primary profiles 49
2.1.2.2 Key industry insights 49
2.2 MARKET BREAKUP AND DATA TRIANGULATION 50
FIGURE 7 DATA TRIANGULATION 50
2.3 MARKET SIZE ESTIMATION 51
FIGURE 8 DATA DISCOVERY MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 51
2.3.1 TOP-DOWN APPROACH 51
2.3.2 BOTTOM-UP APPROACH 51
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE DATA DISCOVERY MARKET 52
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUES OF ALL SOLUTIONS/SERVICES OF THE DATA DISCOVERY MARKET 52
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 3 BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUES OF ALL SOLUTIONS/SERVICES OF THE DATA DISCOVERY MARKET 53
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 55
TABLE 3 FACTOR ANALYSIS 55
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 56
FIGURE 13 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 56
2.6 STARTUP/SME COMPETITIVE EVALUATION MATRIX METHODOLOGY 57
FIGURE 14 STARTUP/SME COMPETITIVE LEADERSHIP MAPPING: CRITERIA WEIGHTAGE 57
2.7 ASSUMPTIONS FOR THE STUDY 58
2.8 LIMITATIONS OF THE STUDY 60
2.9 IMPLICATIONS OF COVID-19 ON THE DATA DISCOVERY MARKET 60
3 EXECUTIVE SUMMARY 62
TABLE 4 GLOBAL DATA DISCOVERY MARKET SIZE AND GROWTH RATE, 2014–2019 (USD MILLION, Y-O-Y%) 64
TABLE 5 GLOBAL DATA DISCOVERY MARKET SIZE AND GROWTH RATE, 2019–2025 (USD MILLION, Y-O-Y%) 64
FIGURE 15 SOLUTIONS SEGMENT TO HOLD A LARGER MARKET SIZE IN 2020 64
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 65
FIGURE 18 VISUAL DATA DISCOVERY SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020 65
FIGURE 19 LARGE ENTERPRISES SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2020 65
FIGURE 20 ON-PREMISES SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020 66
FIGURE 21 PUBLIC CLOUD SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2020 66
FIGURE 22 SECURITY AND RISK MANAGEMENT SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020 66
FIGURE 23 BANKING, INSURANCE, AND FINANCIAL SERVICES SEGMENT TO HOLD THE HIGHEST MARKET SIZE IN 2020 67
FIGURE 24 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 67
4 PREMIUM INSIGHTS 68
4.1 ATTRACTIVE OPPORTUNITIES IN THE DATA DISCOVERY MARKET 68
FIGURE 25 GROWING NEED TO DISCOVER SENSITIVE STRUCTURED AND UNSTRUCTURED DATA AND GROWING IMPORTANCE OF DATA UTILIZATION DURING COVID-19 SCENARIO AMONG ORGANIZATIONS 68
4.2 DATA DISCOVERY MARKET, TOP THREE APPLICATIONS 68
FIGURE 26 SALES AND MARKETING MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR IN THE DATA DISCOVERY MARKET FROM 2020 TO 2025 68
4.3 DATA DISCOVERY MARKET, BY REGION 69
FIGURE 27 NORTH AMERICA TO ACCOUNT FOR THE HIGHEST SHARE IN THE DATA DISCOVERY MARKET IN 2020 69
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 69
5 MARKET OVERVIEW AND INDUSTRY TRENDS 70
5.1 INTRODUCTION 70
5.2 DATA DISCOVERY: EVOLUTION 70
FIGURE 29 EVOLUTION OF THE DATA DISCOVERY MARKET 70
5.3 DATA DISCOVERY: ARCHITECTURE 72
FIGURE 30 DATA DISCOVERY MARKET ARCHITECTURE 72
5.4 MARKET DYNAMICS 73
FIGURE 31 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DATA DISCOVERY MARKET 73
5.4.1 DRIVERS 74
5.4.1.1 Growing need to discover sensitive structured and unstructured data 74
5.4.1.2 Increasing investment in data privacy measures with the introduction of data privacy regulations 74
5.4.1.3 Need for real-time data access to drive the demand for cloud-based data discovery solutions 75
5.4.2 RESTRAINTS 76
5.4.2.1 Difficulties in justifying RoI from data discovery solutions 76
5.4.2.2 Lack of skilled professional workforce 76
5.4.3 OPPORTUNITIES 77
5.4.3.1 Increasing demand to integrate data in business processes and derive actionable insights 77
5.4.3.2 COVID-19 has led to a change in work dynamics, increasing the need for data utilization across verticals 77
5.4.4 CHALLENGES 78
5.4.4.1 Data security and privacy concerns 78
5.4.4.2 Major dependence on manual systems for data discovery 78
5.4.5 CUMULATIVE GROWTH ANALYSIS 79
5.5 DATA DISCOVERY: ECOSYSTEM 79
FIGURE 32 DATA DISCOVERY MARKET ECOSYSTEM 79
5.6 DATA DISCOVERY: PILLARS 80
FIGURE 33 PILLARS OF DATA DISCOVERY MARKET 80
5.7 CASE STUDY ANALYSIS 81
5.7.1 FLEETPRIDE TRANSFORM SUPPLY CHAIN MANAGEMENT WITH IBM COGNOS ANALYTICS 81
5.7.2 GRÄNGES REDUCES DATA SECURITY BREACHES WITH MICROSOFT AZURE INFORMATION PROTECTION 81
5.7.3 TINUITI CENTRALIZED 100+ DATA SOURCES THROUGH TABLEAU PREP 82
5.7.4 STATISTICS ESTONIA INCREASES INFORMATION DELIVERY THROUGH SAS DATA DISCOVERY 82
5.7.5 CISCOWEBX IMPLEMENTED CLOUDERA DATA DISCOVERY FOR IMPROVING CUSTOMER EXPERIENCE 83
5.7.6 EDMUNDS USES AMAZON MACIE TO INCREASE DATA VISIBILITY AND SECURITY 83
5.7.7 THE CENTERS FOR MEDICARE AND MEDICAID SERVICES (CMS) ADOPTED PKWARE SMARTCRYPT TO ENHANCE PROTECTION FOR SENSITIVE MEDICAL DATA 84
5.7.8 ILLINOIS COLLEGE SELECTED SPIRION TO MAKE DATA PRIVACY PROGRAM SMARTER 84
5.7.9 FIRST NATIONAL BANK MINNESOTA (FNB MN) SELECT NETWRIX SOLUTION TO SECURE SENSITIVE DATA AND REBUILD ITS ACTIVE DIRECTORY 85
5.8 DATA DISCOVERY MARKET: COVID-19 IMPACT 85
FIGURE 34 DATA DISCOVERY MARKET TO WITNESS SLOWDOWN IN GROWTH IN 2020 86
5.9 PATENT ANALYSIS 86
5.10 SUPPLY CHAIN ANALYSIS 87
FIGURE 35 SUPPLY CHAIN ANALYSIS 87
5.11 VALUE CHAIN ANALYSIS 88
FIGURE 36 VALUE CHAIN ANALYSIS 88
5.12 TECHNOLOGY ANALYSIS 89
5.12.1 ARTIFICIAL INTELLIGENCE AND DATA DISCOVERY 89
5.12.2 BLOCKCHAIN AND DATA DISCOVERY 89
5.12.3 INTERNET OF THINGS AND DATA DISCOVERY 90
5.13 PRICING MODEL ANALYSIS 90
5.14 PORTER’S FIVE FORCE ANALYSIS 91
FIGURE 37 PORTER’S FIVE FORCE ANALYSIS 91
5.14.1 THREAT OF NEW ENTRANTS 92
5.14.2 THREAT OF SUBSTITUTES 92
5.14.3 BARGAINING POWER OF SUPPLIERS 92
5.14.4 BARGAINING POWER OF BUYERS 92
5.14.5 INTENSITY OF COMPETITIVE RIVALRY 93
6 DATA DISCOVERY MARKET, BY COMPONENT 94
6.1 INTRODUCTION 95
6.1.1 COMPONENTS: DATA DISCOVERY MARKET DRIVERS 95
6.1.2 COMPONENTS: COVID-19 IMPACT 96
FIGURE 38 SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 96
TABLE 6 DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 97
TABLE 7 DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 97
6.2 SOLUTIONS 97
TABLE 8 SOLUTIONS: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 98
TABLE 9 SOLUTIONS: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 98
6.3 SERVICES 98
FIGURE 39 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 99
TABLE 10 DATA DISCOVERY MARKET SIZE, BY SERVICE,2014–2019 (USD MILLION) 99
TABLE 11 DATA DISCOVERY MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 99
TABLE 12 SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 100
TABLE 13 SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 100
6.3.1 PROFESSIONAL SERVICES 100
FIGURE 40 CONSULTING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 101
TABLE 14 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION) 101
TABLE 15 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION) 101
TABLE 16 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 102
TABLE 17 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 102
6.3.1.1 Consulting 102
TABLE 18 CONSULTING: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 102
TABLE 19 CONSULTING: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 103
6.3.1.2 Support and maintenance 103
TABLE 20 SUPPORT AND MAINTENANCE: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 104
TABLE 21 SUPPORT AND MAINTENANCE: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 104
6.3.1.3 Deployment and integration 104
TABLE 22 DEPLOYMENT AND INTEGRATION: DATA DISCOVERY MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 105
TABLE 23 DEPLOYMENT AND INTEGRATION: DATA DISCOVERY MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 105
6.3.2 MANAGED SERVICES 105
TABLE 24 MANAGED SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 106
TABLE 25 MANAGED SERVICES: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 106
7 DATA DISCOVERY MARKET, BY ORGANIZATION SIZE 107
7.1 INTRODUCTION 108
7.1.1 ORGANIZATION SIZE: DATA DISCOVERY MARKET DRIVERS 108
7.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 108
FIGURE 41 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING THE FORECAST PERIOD 109
TABLE 26 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 109
TABLE 27 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 110
7.2 LARGE ENTERPRISES 110
TABLE 28 LARGE ENTERPRISES: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 111
TABLE 29 LARGE ENTERPRISES: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 111
7.3 SMALL AND MEDIUM-SIZED ENTERPRISES 111
TABLE 30 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 112
TABLE 31 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 112
8 DATA DISCOVERY MARKET, BY DEPLOYMENT MODE 113
8.1 INTRODUCTION 114
8.1.1 DEPLOYMENT MODE: DATA DISCOVERY MARKET DRIVERS 114
8.1.2 DEPLOYMENT MODE: COVID-19 IMPACT 115
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) 116
TABLE 33 DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 116
8.2 ON-PREMISES 117
TABLE 34 ON-PREMISES: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 117
TABLE 35 ON-PREMISES: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 117
8.3 CLOUD 118
FIGURE 43 HYBRID CLOUD SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 118
TABLE 36 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION) 118
TABLE 37 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION) 119
TABLE 38 CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 119
TABLE 39 CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 119
8.3.1 PUBLIC CLOUD 120
TABLE 40 PUBLIC CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 120
TABLE 41 PUBLIC CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 120
8.3.2 PRIVATE CLOUD 121
TABLE 42 PRIVATE CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 121
TABLE 43 PRIVATE CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 121
8.3.3 HYBRID CLOUD 122
TABLE 44 HYBRID CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 122
TABLE 45 HYBRID CLOUD: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 122
9 DATA DISCOVERY MARKET, BY FUNCTIONALITY 123
9.1 INTRODUCTION 124
9.1.1 FUNCTIONALITY: DATA DISCOVERY MARKET DRIVERS 124
9.1.2 FUNCTIONALITY: COVID-19 IMPACT 124
FIGURE 44 AUGMENTED DATA DISCOVERY SEGMENT TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 125
TABLE 46 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2014–2019 (USD MILLION) 125
TABLE 47 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2019–2025 (USD MILLION) 125
9.2 VISUAL DATA DISCOVERY 126
TABLE 48 VISUAL DATA DISCOVERY: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 126
TABLE 49 VISUAL DATA DISCOVERY: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 127
9.3 AUGMENTED DATA DISCOVERY 127
TABLE 50 AUGMENTED DATA DISCOVERY: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 127
TABLE 51 AUGMENTED DATA DISCOVERY: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 128
9.4 SEARCH-BASED DATA DISCOVERY 128
TABLE 52 SEARCH-BASED DATA DISCOVERY: MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 128
TABLE 53 SEARCH-BASED DATA DISCOVERY: MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 129
9.5 SELF-SERVICE DATA PREPARATION 129
TABLE 54 SELF-SERVICE DATA DISCOVERY: MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 129
TABLE 55 SELF-SERVICE DATA DISCOVERY: MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 130
10 DATA DISCOVERY MARKET, BY APPLICATION 131
10.1 INTRODUCTION 132
10.1.1 APPLICATION: DATA DISCOVERY MARKET DRIVERS 132
10.1.2 APPLICATION: COVID-19 IMPACT 132
FIGURE 45 SALES AND MARKETING MANAGEMENT APPLICATION TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 133
TABLE 56 DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 134
TABLE 57 DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 134
10.2 SECURITY AND RISK MANAGEMENT 135
TABLE 58 SECURITY AND RISK MANAGEMENT: DATA DISCOVERY MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 135
TABLE 59 SECURITY AND RISK MANAGEMENT: DATA DISCOVERY MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 136
10.3 SALES AND MARKETING MANAGEMENT 136
TABLE 60 SALES AND MARKETING MANAGEMENT: DATA DISCOVERY MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 137
TABLE 61 SALES AND MARKETING MANAGEMENT: DATA DISCOVERY MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 137
10.4 ASSET MANAGEMENT 137
TABLE 62 ASSET MANAGEMENT: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 138
TABLE 63 ASSET MANAGEMENT: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 138
10.5 SUPPLY CHAIN MANAGEMENT 138
TABLE 64 SUPPLY CHAIN MANAGEMENT: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 139
TABLE 65 SUPPLY CHAIN MANAGEMENT: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 139
10.6 OTHER APPLICATIONS 139
TABLE 66 OTHER APPLICATIONS: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 140
TABLE 67 OTHER APPLICATIONS: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 140
11 DATA DISCOVERY MARKET, BY VERTICAL 141
11.1 INTRODUCTION 142
11.1.1 VERTICAL: DATA DISCOVERY MARKET DRIVERS 142
11.1.2 VERTICAL: COVID-19 IMPACT 143
FIGURE 46 HEALTHCARE AND LIFE SCIENCES VERTICAL TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 143
TABLE 68 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 144
TABLE 69 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION) 144
11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 145
TABLE 70 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 146
TABLE 71 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 146
11.3 GOVERNMENT 146
TABLE 72 GOVERNMENT: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 147
TABLE 73 GOVERNMENT: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 147
11.4 HEALTHCARE AND LIFE SCIENCES 147
TABLE 74 HEALTHCARE AND LIFE SCIENCES: DATA DISCOVERY MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 148
TABLE 75 HEALTHCARE AND LIFE SCIENCES: DATA DISCOVERY MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 148
11.5 RETAIL 148
TABLE 76 RETAIL: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 149
TABLE 77 RETAIL: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 149
11.6 MANUFACTURING 150
TABLE 78 MANUFACTURING: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 150
TABLE 79 MANUFACTURING: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 150
11.7 MEDIA AND ENTERTAINMENT 151
TABLE 80 MEDIA AND ENTERTAINMENT: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 151
TABLE 81 MEDIA AND ENTERTAINMENT: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 152
11.8 TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY 152
TABLE 82 TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY: DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 153
TABLE 83 TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY: DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 153
11.9 TRANSPORTATION AND LOGISTICS 153
TABLE 84 TRANSPORTATION AND LOGISTICS: DATA DISCOVERY MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 154
TABLE 85 TRANSPORTATION AND LOGISTICS: DATA DISCOVERY MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 154
11.10 OTHER VERTICALS 154
TABLE 86 OTHER VERTICALS: DATA DISCOVERY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 155
TABLE 87 OTHER VERTICALS: DATA DISCOVERY MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 156

12 DATA DISCOVERY MARKET, BY REGION 157
12.1 INTRODUCTION 158
FIGURE 47 INDIA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 158
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) 159
TABLE 89 DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 159
12.2 NORTH AMERICA 159
12.2.1 NORTH AMERICA: DATA DISCOVERY MARKET DRIVERS 160
12.2.2 NORTH AMERICA: COVID-19 IMPACT 160
12.2.3 NORTH AMERICA: REGULATIONS 161
12.2.3.1 Health Insurance Portability and Accountability Act of 1996 161
12.2.3.2 California Consumer Privacy Act 161
12.2.3.3 Gramm–Leach–Bliley Act 161
12.2.3.4 Health Information Technology for Economic and Clinical Health Act 161
FIGURE 49 NORTH AMERICA: MARKET SNAPSHOT 162
TABLE 90 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 162
TABLE 91 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 163
TABLE 92 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 163
TABLE 93 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 163
TABLE 94 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 164
TABLE 95 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 164
TABLE 96 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2014–2019 (USD MILLION) 165
TABLE 97 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2019–2025 (USD MILLION) 165
TABLE 98 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 165
TABLE 99 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 166
TABLE 100 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 166
TABLE 101 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 166
TABLE 102 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2014–2019 (USD MILLION) 167
TABLE 103 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2019–2025 (USD MILLION) 167
TABLE 104 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 168
TABLE 105 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 168
TABLE 106 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 169
TABLE 107 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 169
TABLE 108 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 170
TABLE 109 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 170
12.2.4 UNITED STATES 170
12.2.5 CANADA 171
12.3 EUROPE 171
12.3.1 EUROPE: DATA DISCOVERY MARKET DRIVERS 171
12.3.2 EUROPE: COVID-19 IMPACT 172
12.3.3 EUROPE: REGULATIONS 172
12.3.3.1 General Data Protection Regulation 172
12.3.3.2 European Committee for Standardization 173
12.3.3.3 European Technical Standards Institute 173
TABLE 110 EUROPE: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 173
TABLE 111 EUROPE: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 173
TABLE 112 EUROPE: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 174
TABLE 113 EUROPE: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 174
TABLE 114 EUROPE: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 174
TABLE 115 EUROPE: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 174
TABLE 116 EUROPE: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2014–2019 (USD MILLION) 175
TABLE 117 EUROPE: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2019–2025 (USD MILLION) 175
TABLE 118 EUROPE: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 175
TABLE 119 EUROPE: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 176
TABLE 120 EUROPE: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,
2014–2019 (USD MILLION) 176
TABLE 121 EUROPE: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 176
TABLE 122 EUROPE: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2014–2019 (USD MILLION) 176
TABLE 123 EUROPE: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2019–2025 (USD MILLION) 177
TABLE 124 EUROPE: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 177
TABLE 125 EUROPE: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 177
TABLE 126 EUROPE: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 178
TABLE 127 EUROPE: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 178
TABLE 128 EUROPE: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 179
TABLE 129 EUROPE: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 179
12.3.4 UNITED KINGDOM 179
12.3.5 GERMANY 180
12.3.6 FRANCE 180
12.3.7 REST OF EUROPE 180
12.4 ASIA PACIFIC 181
12.4.1 ASIA PACIFIC: DATA DISCOVERY MARKET DRIVERS 181
12.4.2 ASIA PACIFIC: COVID-19 IMPACT 181
12.4.3 ASIA PACIFIC: REGULATIONS 182
12.4.3.1 International Organization for Standardization 27001 182
12.4.3.2 Personal Data Protection Act 182
FIGURE 50 ASIA PACIFIC: MARKET SNAPSHOT 183
TABLE 130 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 183
TABLE 131 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 184
TABLE 132 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 184
TABLE 133 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 184
TABLE 134 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 185
TABLE 135 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 185
TABLE 136 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2014–2019 (USD MILLION) 186
TABLE 137 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2019–2025 (USD MILLION) 186
TABLE 138 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 186
TABLE 139 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 187
TABLE 140 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 187
TABLE 141 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 187
TABLE 142 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2014–2019 (USD MILLION) 188
TABLE 143 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2019–2025 (USD MILLION) 188
TABLE 144 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 188
TABLE 145 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 189
TABLE 146 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 189
TABLE 147 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 190
TABLE 148 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 190
TABLE 149 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 191
12.4.4 CHINA 191
12.4.5 JAPAN 192
12.4.6 INDIA 192
12.4.7 REST OF ASIA PACIFIC 192
12.5 MIDDLE EAST AND AFRICA 193
12.5.1 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET DRIVERS 193
12.5.2 MIDDLE EAST AND AFRICA: COVID-19 EFFECT 194
12.5.3 MIDDLE EAST AND AFRICA: REGULATIONS 194
12.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 194
12.5.3.2 Cloud Computing Framework 194
12.5.3.3 GDPR Applicability in the Kingdom of Saudi Arabia (KSA) 195
12.5.3.4 Protection of Personal Information Act 195
TABLE 150 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 195
TABLE 151 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY COMPONENT, 2020–2025 (USD MILLION) 195
TABLE 152 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION) 196
TABLE 153 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 196
TABLE 154 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 196
TABLE 155 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 197
TABLE 156 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY FUNCTIONALITY, 2014–2019 (USD MILLION) 197
TABLE 157 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY FUNCTIONALITY, 2019–2025 (USD MILLION) 197
TABLE 158 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 198
TABLE 159 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 198
TABLE 160 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 198
TABLE 161 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 198
TABLE 162 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION) 199
TABLE 163 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE, 2019–2025 (USD MILLION) 199
TABLE 164 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION) 199
TABLE 165 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION) 200
TABLE 166 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 200
TABLE 167 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION) 201
TABLE 168 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 201
TABLE 169 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION) 202
12.5.4 KINGDOM OF SAUDI ARABIA 202
12.5.5 UNITED ARAB EMIRATES 202
12.5.6 SOUTH AFRICA 203
12.5.7 REST OF MIDDLE EAST AND AFRICA 203
12.6 LATIN AMERICA 204
12.6.1 LATIN AMERICA: DATA DISCOVERY MARKET DRIVERS 204
12.6.2 LATIN AMERICA: COVID-19 IMPACT 204
12.6.3 LATIN AMERICA: REGULATIONS 205
12.6.3.1 Brazil Data Protection Law 205
12.6.3.2 Argentina Personal Data Protection Law No. 25.326 205
TABLE 170 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 206
TABLE 171 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 206
TABLE 172 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 206
TABLE 173 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 206
TABLE 174 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 207
TABLE 175 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 207
TABLE 176 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2014–2019 (USD MILLION) 207
TABLE 177 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY,
2019–2025 (USD MILLION) 208
TABLE 178 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 208
TABLE 179 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 208
TABLE 180 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 209
TABLE 181 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 209
TABLE 182 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2014–2019 (USD MILLION) 209
TABLE 183 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY CLOUD TYPE,
2019–2025 (USD MILLION) 210
TABLE 184 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 210
TABLE 185 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 210
TABLE 186 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 211
TABLE 187 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 211
TABLE 188 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 212
TABLE 189 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY COUNTRY,
2020–2025 (USD MILLION) 212
12.6.4 BRAZIL 212
12.6.5 MEXICO 213
12.6.6 REST OF LATIN AMERICA 213
13 COMPETITIVE LANDSCAPE 214
13.1 OVERVIEW 214
13.2 MARKET EVALUATION FRAMEWORK 214
FIGURE 51 MARKET EVALUATION FRAMEWORK: PARTNERSHIPS AND EXPANSIONS FROM 2018 AND 2020 214
13.3 MARKET SHARE, 2020 215
FIGURE 52 MICROSOFT TO LEAD THE DATA DISCOVERY MARKET IN 2020 215
13.4 HISTORIC REVENUE ANALYSIS OF KEY MARKET PLAYERS 216
FIGURE 53 REVENUE ANALYSIS OF KEY MARKET PLAYERS 216
13.5 KEY MARKET DEVELOPMENTS 217
13.5.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS 217
TABLE 190 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2018–2020 217
13.5.2 BUSINESS EXPANSIONS 219
TABLE 191 BUSINESS EXPANSIONS, 2019-2020 219
13.5.3 MERGERS AND ACQUISITIONS 219
TABLE 192 MERGERS AND ACQUISITIONS, 2018–2020 219
13.5.4 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS 220
TABLE 193 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS,
2018–2020 220
13.6 COMPANY EVALUATION MATRIX DEFINITIONS AND METHODOLOGY 221
FIGURE 54 RANKING OF KEY PLAYERS, 2020 222
13.7 COMPANY EVALUATION MATRIX, 2020 222
13.7.1 STAR 222
13.7.2 EMERGING LEADERS 222
13.7.3 PERVASIVE 222
13.7.4 PARTICIPANTS 222
FIGURE 55 DATA DISCOVERY MARKET (GLOBAL), COMPANY EVALUATION MATRIX, 2020 223
13.7.5 STRENGTH OF PRODUCT PORTFOLIO FOR TOP PLAYERS IN DATA DISCOVERY MARKET 224
FIGURE 56 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN DATA DISCOVERY MARKET 224
13.7.6 BUSINESS STRATEGY EXCELLENCE FOR TOP PLAYERS IN DATA DISCOVERY MARKET 225
FIGURE 57 BUSINESS STRATEGY EXCELLENCE FOR TOP PLAYERS IN DATA DISCOVERY MARKET 225
13.8 STARTUP/SME COMPANY EVALUATION MATRIX, 2020 226
13.8.1 PROGRESSIVE COMPANIES 226
13.8.2 RESPONSIVE COMPANIES 226
13.8.3 DYNAMIC COMPANIES 226
13.8.4 STARTING BLOCKS 226
FIGURE 58 DATA DISCOVERY MARKET (GLOBAL), STARTUP/SME COMPANY EVALUATION MATRIX, 2020 227
13.8.5 STRENGTH OF PRODUCT PORTFOLIOS FOR STARTUPS IN THE DATA DISCOVERY MARKET 228
FIGURE 59 PRODUCT PORTFOLIO ANALYSIS OF TOP STARTUPS IN DATA DISCOVERY MARKET 228
13.8.6 BUSINESS STRATEGY EXCELLENCE FOR STARTUPS IN DATA DISCOVERY MARKET 228
FIGURE 60 BUSINESS STRATEGY EXCELLENCE OF TOP STARTUPS IN DATA DISCOVERY MARKET 228
14 COMPANY PROFILES 229
14.1 INTRODUCTION 229
(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 229
FIGURE 61 IBM: COMPANY SNAPSHOT 230
14.3 MICROSOFT 234
FIGURE 62 MICROSOFT: COMPANY SNAPSHOT 234
14.4 ORACLE 239
FIGURE 63 ORACLE: COMPANY SNAPSHOT 239
14.5 SALESFORCE 244
FIGURE 64 SALESFORCE: COMPANY SNAPSHOT 244
14.6 SAS INSTITUTE 248
FIGURE 65 SAS INSTITUTE: COMPANY SNAPSHOT 248
14.7 GOOGLE 253
FIGURE 66 GOOGLE: COMPANY SNAPSHOT 253
14.8 AMAZON WEB SERVICES (AWS) 258
FIGURE 67 AWS: COMPANY SNAPSHOT 258
14.9 MICROSTRATEGY 262
FIGURE 68 MICROSTRATEGY: COMPANY SNAPSHOT 262
14.10 MICRO FOCUS 265
FIGURE 69 MICRO FOCUS: COMPANY SNAPSHOT 265
14.11 THALES 268
FIGURE 70 THALES: COMPANY SNAPSHOT 268
14.12 CLOUDERA 270
FIGURE 71 CLOUDERA: COMPANY SNAPSHOT 270
14.13 ALTERYX 274
FIGURE 72 ALTERYX: COMPANY SNAPSHOT 274
14.14 PKWARE 277
14.15 SPIRION 280
14.16 EGNYTE 280
14.17 NETWRIX 281
14.18 VARONIS 282
14.19 DIGITAL GUARDIAN 283
14.20 STARTUP/SME PROFILES 284
14.20.1 NIGHTFALL 284
14.20.2 SECURITI 285
14.20.3 DATAGRAIL 286
14.20.4 DATHENA 286
14.20.5 BIGID 287
14.20.6 EXPLORIUM 287
14.20.7 1TOUCH.IO 288
14.20.8 CONGRUITY360 288
14.20.9 CONCENTRIC 289
*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 290
15.1 INTRODUCTION 290
15.2 BUSINESS INTELLIGENCE MARKET - GLOBAL FORECAST 2025 290
15.2.1 MARKET DEFINITION 290
15.2.2 MARKET OVERVIEW 290
15.2.2.1 Business intelligence market, by component 290
TABLE 194 BUSINESS INTELLIGENCE MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 291
TABLE 195 BUSINESS INTELLIGENCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 291
15.2.2.2 Business intelligence market, by deployment mode 291
TABLE 196 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2016–2019 (USD MILLION) 291
TABLE 197 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 292
15.2.2.3 Business intelligence market, by organization size 292
TABLE 198 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION) 292
TABLE 199 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 292
15.2.2.4 Business intelligence market, by business function 293
TABLE 200 BUSINESS INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION,
2016–2019 (USD MILLION) 293
TABLE 201 BUSINESS INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION,
2019–2025 (USD MILLION) 293
15.2.2.5 Business intelligence market, by industry vertical 293
TABLE 202 BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2016–2019 (USD MILLION) 294
TABLE 203 BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2019–2025 (USD MILLION) 294
15.2.2.6 Business intelligence market, by region 295
TABLE 204 BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2016–2019 (USD MILLION) 295
TABLE 205 BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 295
15.3 DATA CLASSIFICATION MARKET - GLOBAL FORECAST TO 2023 296
15.3.1 MARKET DEFINITION 296
15.3.2 MARKET OVERVIEW 296
TABLE 206 GLOBAL DATA CLASSIFICATION MARKET SIZE AND GROWTH RATE,
2016–2023 (USD MILLION, Y-O-Y %) 296
15.3.2.1 Data classification market, by component 296
TABLE 207 DATA CLASSIFICATION MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION) 297
15.3.2.2 Data classification market, by methodology 297
TABLE 208 DATA CLASSIFICATION MARKET SIZE, BY METHODOLOGY,
2016–2023 (USD MILLION) 297
15.3.2.3 Data classification market, by application 297
TABLE 209 DATA CLASSIFICATION MARKET SIZE, BY APPLICATION,
2016–2023 (USD MILLION) 298
15.3.2.4 Data classification market, by vertical 298
TABLE 210 DATA CLASSIFICATION MARKET SIZE, BY VERTICAL,
2016–2023 (USD MILLION) 298
15.3.2.5 Data classification market, by region 298
TABLE 211 DATA CLASSIFICATION MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 299
16 APPENDIX 300
16.1 INDUSTRY EXPERTS 300
16.2 DISCUSSION GUIDE 301
16.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 308
16.4 AVAILABLE CUSTOMIZATIONS 310
16.5 RELATED REPORTS 310
16.6 AUTHOR DETAILS 311

★調査レポート[世界のデータディスカバリー市場予測：コンポーネント別、機能別、組織規模別、展開方法別、用途別、産業別、地域別] ( 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 / TC4867) 販売に関する免責事項
[世界のデータディスカバリー市場予測：コンポーネント別、機能別、組織規模別、展開方法別、用途別、産業別、地域別] ( 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 / TC4867) についてEメールでお問い合わせ

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