サマリー

データカタログの世界市場規模は、2022年の7億米ドルから2027年には18億米ドルに拡大し、予測期間中の年平均成長率（CAGR）は22.0％と予測されています。
コンポーネント別では、サービス分野が予測期間中に最も高いCAGRを記録すると予測されています。
データカタログ市場において、サービスは重要な役割を担っています。クラウドベースのサービスに対する需要の高まりと、データ管理ソリューションの採用が進んでいることが、サービス分野を牽引すると予想される主な要因となっています。サービスを効率的に提供することで、システムの信頼性と運用効率が向上し、コストを削減することができます。また、これらのサービスにより、顧客体験も向上します。データソースの増加により、分析が必要なデータ量は日々増加しています。このような場合、データ分析ツールを採用し、データ、そのソース、データアクセスを管理することが不可欠になっています。サービスは、データ管理ソリューションの不可欠な部分を形成しています。

サービス別では、マネージドサービスが予測期間中に最も高いCAGRを記録すると予測されています。

マネージドサービスプロバイダーは、サードパーティのインフラサービスを提供し、企業のデータ管理インフラ管理を支援します。マネージドサービスは、特にクライアントエクスペリエンスに関連しており、企業は市場での地位の維持に役立つため、この変数で交渉することはできません。どのような技術領域でも、優れたマネージドサービスが必要です。提供されるサービスは、顧客の環境に完全に適合していなければなりません。技術的な専門知識、サービスの一貫性、柔軟性は、顧客の地理的な位置に関係なく、ベンダーによって提供されなければなりません。マネージドサービスプロバイダーは、ソフトウェアの機能をすべて引き受け、企業はビジネスアプリケーションの更新とインストール、企業ポリシーの設定のみを担当します。

導入方法別では、クラウド型が予測期間中に最も高いCAGRを占めると予測されています。
クラウドベースのデータカタログソリューションは、オンプレミスのソリューションに比べて高い支持を得ていますが、これはクラウドの導入形態が持つ複数の利点に起因しています。このような利点には、運用コストの削減、シンプルな導入、接続リソースに関する高いスケーラビリティなどがあります。クラウドベースのソリューションは、ビジネス目標を達成するための堅牢な変換プロセス一式を提供します。さらに、リアルタイム分析を行う企業にとっては、ビジネスオペレーションにさらなる柔軟性をもたらし、リアルタイムの展開が容易になります。クラウドデータカタログソリューションを提供する主なベンダーは、IBM、AWS、TIBCO Softwareです。
データ消費者別では、モバイルおよびウェブアプリケーションが予測期間中に最も高いCAGRを占めると予測されます。
モバイルおよびWebアプリケーションの開発は、速いペースで進んでいるエコシステムです。ほとんどのモバイルおよびWebアプリケーションは、大量のビジネスデータにアクセスする必要があり、モバイルおよびWebベースのアプリケーションと企業システムとの相互運用性を可能にしています。モバイルおよびWebアプリケーションは、標準プロトコル、モバイルファーストライブラリ、インフラストラクチャを使用して、異なるモバイルおよびWebベースのプラットフォームで実行されるさまざまなデータソースを定義し公開する、新しい抽象化のレイヤーを提供します。


プライマリーの内訳
インテリジェント文書処理市場で事業を展開するさまざまな主要組織の最高経営責任者（CEO）、イノベーションおよびテクノロジーディレクター、システムインテグレーター、経営幹部に対して詳細なインタビューを実施しました。
- 企業タイプ別ティア1：34％、ティア2：43％、ティア3：23
- 役職別Cレベル：50%、ディレクター：30%、その他：20
- 地域別北米：25%、欧州：30%、APAC：30%、MEA：10%、中南米：5%。

本調査で紹介した著名なプレイヤーには、IBM（米国）、Microsoft（米国）、TIBCO Software（米国）、Collibra（ベルギー）、Alation（米国）、Oracle（米国）、Google（米国）、Informatica（米国）、Alteryx（米国）、Zaloni（米国）、などがあります。Cloudera（米）、Talend（米）、Ataccama（カナダ）、Quest software（Erwinを買収）、Tamr（米）、Denodo（米）、Tableau（米）、AWS（米）、Cambridge Semantics（米）、Octopai（イスラエル）、Alex Solutions（オーストラリア）、Immuta（米）、Data.World（米）、Solutions（米）、Solutions（米）、Alex Solutions（オーストラリア）、Solutions（米）、Solutions（オーストラリア）、Solutions（オーストラリアWorld（米国）、Solidatus（英国）、Atlan（シンガポール）、Stemma（米国）、Castor（米国）、Zeenea（フランス）です。
調査対象範囲
本市場調査は、さまざまなセグメントにわたるデータカタログ市場を対象としています。コンポーネント（ソリューションとサービス）、組織規模、展開モード、メタデータタイプ、データ消費者、業種、地域などの異なるセグメントにおける市場規模およびこの市場の成長性を推定することを目的としています。サービスセグメントは、さらにプロフェッショナルサービス、マネージドサービスです。データカタログ市場の地域別分析には、北米、ヨーロッパ、APAC、MEA、ラテンアメリカが含まれます。また、主要な市場プレイヤーの詳細な競合分析として、企業プロファイル、製品や事業の提供に関する主要な観測、最近の開発、主要な市場戦略も掲載しています。
本レポートを購入する主な利点
本レポートは、データカタログ市場とそのセグメントに関する収益数の最も近い近似値に関する情報を提供することで、この市場における市場リーダー/新規参入者を支援することが期待されます。また、本レポートは、利害関係者が競争環境を理解し、自社のビジネスのポジションを向上させ、適切な市場参入戦略を計画するための洞察を得るのに役立つと期待されます。また、本レポートは、利害関係者が市場の鼓動を理解し、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供することを目的としています。

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目次

1 INTRODUCTION 27
1.1 STUDY OBJECTIVES 27
1.2 MARKET DEFINITION 27
1.2.1 INCLUSIONS AND EXCLUSIONS 28
1.3 STUDY SCOPE 28
1.3.1 MARKET SEGMENTATION 29
1.3.2 REGIONS COVERED 30
1.3.3 YEARS CONSIDERED 30
1.4 CURRENCY CONSIDERED 31
TABLE 1 US DOLLAR EXCHANGE RATE, 2019–2021 31
1.5 STAKEHOLDERS 31
1.6 SUMMARY OF CHANGES 32
2 RESEARCH METHODOLOGY 33
2.1 RESEARCH DATA 33
FIGURE 1 DATA CATALOG MARKET: RESEARCH DESIGN 33
2.1.1 SECONDARY DATA 34
2.1.2 PRIMARY DATA 34
2.1.2.1 Breakup of primary interviews 35
FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION, AND REGION 35
2.1.2.2 Key industry insights 35
2.2 DATA TRIANGULATION 36
FIGURE 3 DATA TRIANGULATION 36
2.3 MARKET SIZE ESTIMATION 37
FIGURE 4 DATA CATALOG MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 37
2.3.1 TOP-DOWN APPROACH 37
2.3.2 BOTTOM-UP APPROACH 38
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY ─ APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES IN DATA CATALOG MARKET 38
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY ─ APPROACH 2, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF SOLUTIONS/SERVICES IN DATA CATALOG MARKET 39
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY — APPROACH 3, BOTTOM-UP (DEMAND SIDE): SHARE OF DATA CATALOG MARKET THROUGH OVERALL DATA CATALOG SPENDING 40
2.4 MARKET FORECAST 41
TABLE 2 FACTOR ANALYSIS 41
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 42
FIGURE 8 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 42
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 43
FIGURE 9 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 43
2.7 RESEARCH ASSUMPTIONS 43
2.8 LIMITATIONS AND RISK ASSESSMENT 44
3 EXECUTIVE SUMMARY 45
TABLE 3 GLOBAL DATA CATALOG MARKET AND GROWTH RATE, 2017–2021 (USD MILLION, Y-O-Y %) 46
TABLE 4 GLOBAL DATA CATALOG MARKET AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y %) 46
FIGURE 10 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2022 47
FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 47
FIGURE 12 CLOUD SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2022 47
FIGURE 13 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 48
FIGURE 14 BUSINESS INTELLIGENCE TOOLS SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE IN 2022 48
FIGURE 15 TECHNICAL METADATA SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 48
FIGURE 16 RETAIL AND ECOMMERCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 49
FIGURE 17 ASIA PACIFIC TO ACHIEVE HIGHEST GROWTH IN 2022 49
4 PREMIUM INSIGHTS 50
4.1 ATTRACTIVE OPPORTUNITIES IN DATA CATALOG MARKET 50
FIGURE 18 RAPID DIGITIZATION ACROSS SECTORS AND RISE IN DATA GENERATION TO DRIVE ADOPTION OF DATA CATALOG SOLUTIONS 50
4.2 DATA CATALOG MARKET, BY TOP THREE VERTICALS 50
FIGURE 19 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 50
4.3 DATA CATALOG MARKET, BY REGION 51
FIGURE 20 ASIA PACIFIC TO ACCOUNT FOR LARGEST MARKET SHARE IN 2022 51
4.4 NORTH AMERICA: DATA CATALOG MARKET, BY COMPONENT AND SERVICE 51
FIGURE 21 SOLUTIONS AND PROFESSIONAL SERVICES SEGMENTS TO ACCOUNT FOR SIGNIFICANT MARKET SHARE IN 2022 51
5 MARKET OVERVIEW AND INDUSTRY TRENDS 52
5.1 INTRODUCTION 52
5.2 MARKET DYNAMICS 52
FIGURE 22 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DATA CATALOG MARKET 52
5.2.1 DRIVERS 53
5.2.1.1 Growing proliferation of data 53
5.2.1.2 Rising need to gather insights for business strategies 53
5.2.1.3 Growing adoption of cloud-based solutions 53
5.2.1.4 Increasing use of self-service analytics 53
5.2.2 RESTRAINTS 54
5.2.2.1 Lack of standardization of data 54
5.2.2.2 Misconceptions about risks 54
5.2.3 OPPORTUNITIES 54
5.2.3.1 Use of data catalog to improve employee productivity 54
5.2.3.2 Rising automation and AI-enabled technologies 55
5.2.4 CHALLENGES 55
5.2.4.1 Lack of technical skills in workforce 55
5.2.4.2 Inconsistent data upkeeping 55
5.3 EVOLUTION: DATA CATALOG 55
FIGURE 23 EVOLUTION OF DATA CATALOG 55
5.4 ESSENTIAL FEATURES OF DATA CATALOG 56
5.4.1 DATA SEARCH AND DISCOVERY 56
5.4.2 BUSINESS GLOSSARY 56
5.4.3 DATA LINEAGE 56
5.4.4 COLLABORATION 56
5.4.5 DATA GOVERNANCE 57
5.4.6 INTEGRATION 57
5.5 VALUE CHAIN ANALYSIS 57
FIGURE 24 VALUE CHAIN ANALYSIS: DATA CATALOG MARKET 57
5.6 SUPPLY CHAIN ANALYSIS 58
FIGURE 25 SUPPLY CHAIN ANALYSIS: DATA CATALOG MARKET 58
5.7 ECOSYSTEM 59
TABLE 5 ECOSYSTEM: DATA CATALOG MARKET 59
5.8 DATA CATALOG MARKET: IMPACT OF COVID-19 60
5.9 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS OF DATA CATALOGS 61
FIGURE 26 DATA CATALOG MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS 61
5.10 TECHNOLOGICAL ANALYSIS 61
5.10.1 ARTIFICIAL INTELLIGENCE AND AUTOMATION 61
5.10.2 MACHINE LEARNING 61
5.11 CASE STUDY ANALYSIS 62
5.11.1 INFORMATION SERVICES 62
5.11.1.1 Case Study 1: Creditsafe uses Waterline Smart Data Catalog to improve its common processes to manage data 62
5.11.2 BFSI 63
5.11.2.1 Case Study 2: Nordea automates its data management processes using Waterline Smart Data Catalog 63
5.11.3 HEALTHCARE AND LIFE SCIENCES 63
5.11.3.1 Case Study 3: Southeastern Med strengthens its BI reporting capabilities through Datawatch Managed Analytics platform 63
5.11.4 RETAIL AND ECOMMERCE 64
5.11.4.1 Case Study 4: eBay gains centralized access to data using Alation’s data catalog solution 64
5.11.5 GOVERNMENT AND DEFENSE 64
5.11.5.1 Case Study 5: With Collibra, George Washington University automates its governance processes 64
5.12 PATENT ANALYSIS 64
5.12.1 METHODOLOGY 64
5.12.2 DOCUMENT TYPE 65
TABLE 6 PATENTS FILED, 2019-2022 65
5.12.3 INNOVATION AND PATENT APPLICATIONS 65
FIGURE 27 TOTAL NUMBER OF PATENTS GRANTED ANNUALLY, 2019–2022 65
5.12.3.1 Top applicants 65
FIGURE 28 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022 66
5.13 PORTER’S FIVE FORCES ANALYSIS 66
TABLE 7 IMPACT OF PORTER’S FIVE FORCES ON DATA CATALOG MARKET 66
FIGURE 29 PORTER’S FIVE FORCES ANALYSIS 67
5.13.1 THREAT OF NEW ENTRANTS 67
5.13.2 THREAT OF SUBSTITUTES 67
5.13.3 BARGAINING POWER OF SUPPLIERS 68
5.13.4 BARGAINING POWER OF BUYERS 68
5.13.5 INTENSITY OF COMPETITIVE RIVALRY 68
5.14 REGULATORY IMPLICATION 68
5.14.1 GENERAL DATA PROTECTION REGULATION 68
5.14.2 INTERNATIONAL ORGANIZATION FOR STANDARDIZATION/INTERNATIONAL ELECTROTECHNICAL COMMISSION 27000 STANDARDS 69
5.14.3 CLOUD SECURITY ALLIANCE CONTROLS 69
5.14.4 SYSTEM AND ORGANIZATION CONTROL REPORTS 69
5.14.4.1 System and Organization Control 1 69
5.14.4.2 System and Organization Control 2 70
5.14.5 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 70
5.14.6 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 70
5.14.7 SARBANES-OXLEY ACT OF 2002 70
5.14.8 THE GRAMM–LEACH–BLILEY ACT 71
5.14.9 EUROPEAN UNION DATA PROTECTION REGULATION 71
5.14.10 CAN-SPAM ACT 71
5.15 TARIFF AND REGULATORY LANDSCAPE 72
5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 72
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 72
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 73
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 73
TABLE 11 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74
5.16 PRICING ANALYSIS 74
5.16.1 AVERAGE SELLING PRICE OF SUBSCRIPTION-BASED DATA CATALOG SOLUTIONS 75
TABLE 13 AVERAGE SELLING PRICE OF SUBSCRIPTION-BASED DATA CATALOG SOLUTIONS 75
5.17 KEY STAKEHOLDERS AND BUYING CRITERIA 75
5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS 75
TABLE 14 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS (%) 75
5.17.2 BUYING CRITERIA 76
FIGURE 30 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 76
TABLE 15 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 76
6 DATA CATALOG MARKET, BY COMPONENT 77
6.1 INTRODUCTION 78
6.1.1 COMPONENT: DATA CATALOG MARKET DRIVERS 78
FIGURE 31 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 78
TABLE 16 DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 78
TABLE 17 DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 79
6.2 SOLUTIONS 79
6.2.1 GROWING DIGITIZATION AND USE OF CLOUD COMPUTING 79
TABLE 18 SOLUTIONS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 79
TABLE 19 SOLUTIONS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 80
6.3 SERVICES 80
FIGURE 32 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 80
TABLE 20 SERVICES: DATA CATALOG MARKET, BY TYPE, 2017–2021 (USD MILLION) 81
TABLE 21 SERVICES: DATA CATALOG MARKET, BY TYPE, 2022–2027 (USD MILLION) 81
6.3.1 PROFESSIONAL SERVICES 81
6.3.1.1 Growing need to manage complex operations 81
TABLE 22 PROFESSIONAL SERVICES: DATA CATALOG MARKET, BY TYPE, 2017–2021 (USD MILLION) 81
TABLE 23 PROFESSIONAL SERVICES: DATA CATALOG MARKET, BY TYPE, 2022–2027 (USD MILLION) 82
TABLE 24 PROFESSIONAL SERVICES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 82
TABLE 25 PROFESSIONAL SERVICES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 82
6.3.1.2 Support and maintenance services 83
6.3.1.2.1 Need for solving complex product issues 83
6.3.1.3 Consulting services 83
6.3.1.3.1 Data catalog services help organizations formulate strategies 83
6.3.1.4 Deployment and integration services 83
6.3.1.4.1 Need for cost optimization 83
6.3.2 MANAGED SERVICES 84
6.3.2.1 Rising need for innovation, good customer experience, and efficiency 84
TABLE 26 MANAGED SERVICES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 84
TABLE 27 MANAGED SERVICES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 84
7 DATA CATALOG MARKET, BY DEPLOYMENT MODE 85
7.1 INTRODUCTION 86
7.1.1 DEPLOYMENT MODE: DATA CATALOG MARKET DRIVERS 86
FIGURE 33 CLOUD SEGMENT TO EXHIBIT HIGHER CAGR DURING FORECAST PERIOD 86
TABLE 28 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 86
TABLE 29 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 87
7.2 CLOUD 87
7.2.1 COST-BASED SOLUTIONS PROVIDE ROBUST PROCESSES TO MEET OBJECTIVES 87
TABLE 30 CLOUD: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 87
TABLE 31 CLOUD: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 87
7.3 ON-PREMISES 88
7.3.1 SECURITY CONCERNS OVER SENSITIVE DATA 88
TABLE 32 ON-PREMISES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 88
TABLE 33 ON-PREMISES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 88
8 DATA CATALOG MARKET, BY DATA CONSUMER 89
8.1 INTRODUCTION 90
8.1.1 DATA CONSUMER: DATA CATALOG MARKET DRIVERS 90
FIGURE 34 MOBILE AND WEB APPLICATIONS SEGMENT TO EXHIBIT HIGHEST GROWTH DURING FORECAST PERIOD 90
TABLE 34 DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 91
TABLE 35 DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 91
8.2 BUSINESS INTELLIGENCE TOOLS 91
TABLE 36 BUSINESS INTELLIGENCE TOOLS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 92
TABLE 37 BUSINESS INTELLIGENCE TOOLS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 92
8.2.1 DATA INTEGRATION AND ETL 92
8.2.1.1 Data catalog solutions to facilitate efficient data management and derive valuable insights 92
8.2.2 REPORTING AND VISUALIZATION 93
8.2.2.1 Data solutions help turn insights into actions 93
8.2.3 QUERY AND ANALYSIS 93
8.2.3.1 Need for efficient governance and better compliance 93
8.3 ENTERPRISE APPLICATIONS 93
TABLE 38 ENTERPRISE APPLICATIONS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 94
TABLE 39 ENTERPRISE APPLICATIONS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 94
8.3.1 ENTERPRISE RESOURCE PLANNING (ERP) 94
8.3.1.1 Growth in automation of business processes to drive data catalog services 94
8.3.2 SUPPLY CHAIN MANAGEMENT SYSTEM 95
8.3.2.1 Analysis of data essential to predict demand 95
8.4 MOBILE AND WEB APPLICATIONS 95
TABLE 40 MOBILE AND WEB APPLICATIONS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 95
TABLE 41 MOBILE AND WEB APPLICATIONS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 96
8.4.1 HEAT MAP ANALYTICS 96
8.4.1.1 Data analysis leads to improved site designs 96
8.4.2 WEB BEHAVIORAL ANALYSIS 96
8.4.2.1 Data analytics help understand human behavior 96
8.4.3 MARKETING AUTOMATION 97
8.4.3.1 Data consolidation to drive mobile app development 97
9 DATA CATALOG MARKET, BY METADATA TYPE 98
9.1 INTRODUCTION 99
9.1.1 METADATA TYPE: DATA CATALOG MARKET DRIVERS 99
FIGURE 35 BUSINESS METADATA SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 99
TABLE 42 DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 99
TABLE 43 DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 100
9.2 BUSINESS METADATA 100
9.2.1 HELPS USERS NAVIGATE THROUGH CENTRALLY MANAGED DATA 100
TABLE 44 BUSINESS METADATA: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 100
TABLE 45 BUSINESS METADATA: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 101
9.3 TECHNICAL METADATA 101
9.3.1 BUILDS AND MAINTAINS ENTERPRISE DATA ENVIRONMENT 101
TABLE 46 TECHNICAL METADATA: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 101
TABLE 47 TECHNICAL METADATA: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 102
10 DATA CATALOG MARKET, BY ORGANIZATION SIZE 103
10.1 INTRODUCTION 104
10.1.1 ORGANIZATION SIZE: DATA CATALOG MARKET DRIVERS 104
FIGURE 36 LARGE ENTERPRISES SEGMENT TO EXHIBIT HIGHER CAGR DURING FORECAST PERIOD 104
TABLE 48 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 105
TABLE 49 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 105
10.2 LARGE ENTERPRISES 105
10.2.1 INCREASING DEMAND FOR CLOUD COMPUTING AND GROWING USE OF SMARTPHONES 105
TABLE 50 LARGE ENTERPRISES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 106
TABLE 51 LARGE ENTERPRISES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 106
10.3 SMALL AND MEDIUM-SIZED ENTERPRISES 106
10.3.1 COST-EFFECTIVENESS AND INCREASED PRODUCTIVITY TO DRIVE DEMAND FOR DATA CATALOG SOLUTIONS AMONG SMES 106
TABLE 52 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 107
TABLE 53 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 107
11 DATA CATALOG MARKET, BY VERTICAL 108
11.1 INTRODUCTION 109
11.1.1 VERTICAL: CATALOG MANAGEMENT SYSTEMS MARKET DRIVERS 109
FIGURE 37 RETAIL AND ECOMMERCE SEGMENT TO EXHIBIT HIGHEST GROWTH DURING FORECAST PERIOD 109
TABLE 54 DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 110
TABLE 55 DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 110
11.2 MANUFACTURING 111
11.2.1 DATA CATALOG SOLUTIONS HELP MANUFACTURERS GAIN BETTER BUSINESS INSIGHTS 111
TABLE 56 MANUFACTURING: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 111
TABLE 57 MANUFACTURING: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 111
11.3 HEALTHCARE AND LIFE SCIENCES 112
11.3.1 DATA SOLUTIONS GIVE DOCTORS REAL-TIME ACCESS TO MEDICAL DATA 112
TABLE 58 HEALTHCARE AND LIFE SCIENCES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 112
TABLE 59 HEALTHCARE AND LIFE SCIENCES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 112
11.4 BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI) 113
11.4.1 INCREASING DEMAND FOR DIGITAL BANKING SOLUTIONS 113
TABLE 60 BFSI: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 113
TABLE 61 BFSI: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 113
11.5 TRANSPORTATION AND LOGISTICS 114
11.5.1 NEED TO IMPROVE CORE TRANSPORTATION AND LOGISTICS OPERATIONS 114
TABLE 62 TRANSPORTATION AND LOGISTICS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 114
TABLE 63 TRANSPORTATION AND LOGISTICS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 114
11.6 MEDIA AND ENTERTAINMENT 115
11.6.1 NEED FOR DATA SOLUTIONS TO EXTRACT VALUABLE INFORMATION TO GAIN INSIGHTS 115
TABLE 64 MEDIA AND ENTERTAINMENT: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 115
TABLE 65 MEDIA AND ENTERTAINMENT: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 115
11.7 RETAIL AND ECOMMERCE 116
11.7.1 RAPID DIGITAL TRANSFORMATION TO DRIVE GROWTH 116
TABLE 66 RETAIL AND ECOMMERCE: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 116
TABLE 67 RETAIL AND ECOMMERCE: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 116
11.8 GOVERNMENT AND DEFENSE 117
11.8.1 ACCESSIBILITY ISSUES TACKLED IN GOVERNMENT SECTOR USING DATA CATALOG SOLUTIONS 117
TABLE 68 GOVERNMENT AND DEFENSE: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 117
TABLE 69 GOVERNMENT AND DEFENSE: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 117
11.9 TELECOM 118
11.9.1 NEED FOR ROBUST SYSTEM TO MANAGE MOBILE DATA TRAFFIC 118
TABLE 70 TELECOM: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 118
TABLE 71 TELECOM: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 118
11.10 ITES 119
11.10.1 NEED TO STANDARDIZE DATA QUALITY, GOVERNANCE, AND DATA PREPARATION PROCESSES 119
TABLE 72 ITES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 119
TABLE 73 ITES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 119
11.11 OTHER VERTICALS 120
TABLE 74 OTHER VERTICALS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 120
TABLE 75 OTHER VERTICALS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 120
12 DATA CATALOG MARKET, BY REGION 121
12.1 INTRODUCTION 122
FIGURE 38 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 122
TABLE 76 DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 122
TABLE 77 DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 123
FIGURE 39 ASIA PACIFIC TO RECORD HIGHEST GROWTH DURING FORECAST PERIOD 123
12.2 NORTH AMERICA 124
12.2.1 NORTH AMERICA: DATA CATALOG MARKET DRIVERS 124
FIGURE 40 NORTH AMERICA: MARKET SNAPSHOT 125
TABLE 78 NORTH AMERICA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 125
TABLE 79 NORTH AMERICA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 126
TABLE 80 NORTH AMERICA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 126
TABLE 81 NORTH AMERICA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 126
TABLE 82 NORTH AMERICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 126
TABLE 83 NORTH AMERICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 127
TABLE 84 NORTH AMERICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 127
TABLE 85 NORTH AMERICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 127
TABLE 86 NORTH AMERICA: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 127
TABLE 87 NORTH AMERICA: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 128
TABLE 88 NORTH AMERICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 128
TABLE 89 NORTH AMERICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 128
TABLE 90 NORTH AMERICA: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 129
TABLE 91 NORTH AMERICA: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 129
TABLE 92 NORTH AMERICA: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 130
TABLE 93 NORTH AMERICA: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 130
12.2.2 US 130
12.2.2.1 Increasing adoption of self-service and data propagation analytics 130
TABLE 94 US: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 130
TABLE 95 US: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 131
TABLE 96 US: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 131
TABLE 97 US: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 131
12.2.3 CANADA 131
12.2.3.1 Growing need for transparency in financial services sector 131
TABLE 98 CANADA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 132
TABLE 99 CANADA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 132
TABLE 100 CANADA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 132
TABLE 101 CANADA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 132
12.3 EUROPE 133
12.3.1 EUROPE: DATA CATALOG MARKET DRIVERS 133
TABLE 102 EUROPE: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 133
TABLE 103 EUROPE: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 133
TABLE 104 EUROPE: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 134
TABLE 105 EUROPE: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 134
TABLE 106 EUROPE: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 134
TABLE 107 EUROPE: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 134
TABLE 108 EUROPE: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 135
TABLE 109 EUROPE: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 135
TABLE 110 EUROPE: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 135
TABLE 111 EUROPE: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 135
TABLE 112 EUROPE: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 136
TABLE 113 EUROPE: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 136
TABLE 114 EUROPE: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 136
TABLE 115 EUROPE: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 137
TABLE 116 EUROPE: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 137
TABLE 117 EUROPE: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 137
12.3.2 UK 138
12.3.2.1 Increasing adoption of new technologies and innovations 138
TABLE 118 UK: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 138
TABLE 119 UK: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 138
TABLE 120 UK: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 138
TABLE 121 UK: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 139
12.3.3 GERMANY 139
12.3.3.1 Growth in digital transformation 139
TABLE 122 GERMANY: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 139
TABLE 123 GERMANY: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 140
TABLE 124 GERMANY: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 140
TABLE 125 GERMANY: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 140
12.3.4 FRANCE 140
12.3.4.1 Significant potential for growth of AI 140
TABLE 126 FRANCE: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 141
TABLE 127 FRANCE: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 141
TABLE 128 FRANCE: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 141
TABLE 129 FRANCE: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 141
12.3.5 REST OF EUROPE 142
12.4 ASIA PACIFIC 142
12.4.1 ASIA PACIFIC: DATA CATALOG MARKET DRIVERS 142
FIGURE 41 ASIA PACIFIC: MARKET SNAPSHOT 143
TABLE 130 ASIA PACIFIC: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 143
TABLE 131 ASIA PACIFIC: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 144
TABLE 132 ASIA PACIFIC: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 144
TABLE 133 ASIA PACIFIC: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 144
TABLE 134 ASIA PACIFIC: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 144
TABLE 135 ASIA PACIFIC: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 145
TABLE 136 ASIA PACIFIC: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 145
TABLE 137 ASIA PACIFIC: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 145
TABLE 138 ASIA PACIFIC: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 145
TABLE 139 ASIA PACIFIC: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 146
TABLE 140 ASIA PACIFIC: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 146
TABLE 141 ASIA PACIFIC: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 146
TABLE 142 ASIA PACIFIC: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 147
TABLE 143 ASIA PACIFIC: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 147
TABLE 144 ASIA PACIFIC: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 148
TABLE 145 ASIA PACIFIC: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 148
12.4.2 CHINA 148
12.4.2.1 Big data usage to transform traditional industry sectors 148
TABLE 146 CHINA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 149
TABLE 147 CHINA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 149
TABLE 148 CHINA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 149
TABLE 149 CHINA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 149
12.4.3 INDIA 150
12.4.3.1 Abundance of skilled labor and enhanced technological capabilities 150
TABLE 150 INDIA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 150
TABLE 151 INDIA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 150
TABLE 152 INDIA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 150
TABLE 153 INDIA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 151
12.4.4 JAPAN 151
12.4.4.1 Growing need to deal with significant volume of data 151
TABLE 154 JAPAN: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 151
TABLE 155 JAPAN: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 151
TABLE 156 JAPAN: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 152
TABLE 157 JAPAN: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 152
12.4.5 REST OF ASIA PACIFIC 152
12.5 MIDDLE EAST AND AFRICA 152
12.5.1 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET DRIVERS 152
TABLE 158 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 153
TABLE 159 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 153
TABLE 160 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 153
TABLE 161 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 154
TABLE 162 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 154
TABLE 163 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 154
TABLE 164 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 154
TABLE 165 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 155
TABLE 166 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 155
TABLE 167 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 155
TABLE 168 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 155
TABLE 169 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 156
TABLE 170 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 156
TABLE 171 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 157
TABLE 172 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 157
TABLE 173 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 157
12.5.2 MIDDLE EAST 158
12.5.2.1 Increasing initiatives to change cloud computing landscape 158
TABLE 174 MIDDLE EAST: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 158
TABLE 175 MIDDLE EAST: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 158
TABLE 176 MIDDLE EAST: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 158
TABLE 177 MIDDLE EAST: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 159
12.5.3 AFRICA 159
12.5.3.1 High growth of complex corporate data 159
TABLE 178 AFRICA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 159
TABLE 179 AFRICA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 159
TABLE 180 AFRICA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 160
TABLE 181 AFRICA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 160
12.6 LATIN AMERICA 160
12.6.1 LATIN AMERICA: DATA CATALOG MARKET DRIVERS 160
TABLE 182 LATIN AMERICA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 161
TABLE 183 LATIN AMERICA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 161
TABLE 184 LATIN AMERICA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 161
TABLE 185 LATIN AMERICA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 161
TABLE 186 LATIN AMERICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 162
TABLE 187 LATIN AMERICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 162
TABLE 188 LATIN AMERICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 162
TABLE 189 LATIN AMERICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 162
TABLE 190 LATIN AMERICA: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 163
TABLE 191 LATIN AMERICA: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 163
TABLE 192 LATIN AMERICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 163
TABLE 193 LATIN AMERICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 163
TABLE 194 LATIN AMERICA: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 164
TABLE 195 LATIN AMERICA: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 164
TABLE 196 LATIN AMERICA: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 165
TABLE 197 LATIN AMERICA: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 165
12.6.2 BRAZIL 165
12.6.2.1 Adoption of comprehensive approach to migrate to cloud 165
TABLE 198 BRAZIL: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 165
TABLE 199 BRAZIL: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 166
TABLE 200 BRAZIL: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 166
TABLE 201 BRAZIL: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 166
12.6.3 MEXICO 166
12.6.3.1 Good data management leads to improved customer experience 166
TABLE 202 MEXICO: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 167
TABLE 203 MEXICO: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 167
TABLE 204 MEXICO: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 167
TABLE 205 MEXICO: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 167
12.6.4 REST OF LATIN AMERICA 167
13 COMPETITIVE LANDSCAPE 168
13.1 OVERVIEW 168
13.2 STRATEGIES OF KEY PLAYERS 168
TABLE 206 OVERVIEW OF STRATEGIES ADOPTED BY KEY DATA CATALOG VENDORS 168
13.3 REVENUE ANALYSIS 170
13.3.1 HISTORICAL REVENUE ANALYSIS 171
FIGURE 42 HISTORICAL REVENUE ANALYSIS OF TWO LEADING PLAYERS, 2017–2021 (USD MILLION) 171
13.4 MARKET SHARE ANALYSIS 171
FIGURE 43 MARKET SHARE ANALYSIS FOR KEY COMPANIES 172
TABLE 207 DATA CATALOG MARKET: DEGREE OF COMPETITION 172
13.5 MARKET EVALUATION FRAMEWORK 173
FIGURE 44 MARKET EVALUATION FRAMEWORK: EXPANSIONS AND CONSOLIDATIONS IN DATA CATALOG MARKET, 2020-2022 173
13.6 COMPANY EVALUATION QUADRANT 173
13.6.1 STARS 174
13.6.2 EMERGING LEADERS 174
13.6.3 PERVASIVE PLAYERS 174
13.6.4 PARTICIPANTS 174
FIGURE 45 DATA CATALOG MARKET: COMPANY EVALUATION QUADRANT, 2022 175
13.7 COMPETITIVE BENCHMARKING 175
TABLE 208 COMPANY PRODUCT FOOTPRINT 175
TABLE 209 COMPANY REGION FOOTPRINT 176
13.8 STARTUP/SME EVALUATION QUADRANT 177
13.8.1 PROGRESSIVE COMPANIES 177
13.8.2 RESPONSIVE COMPANIES 177
13.8.3 DYNAMIC COMPANIES 177
13.8.4 STARTING BLOCKS 177
FIGURE 46 DATA CATALOG MARKET, STARTUP/SME EVALUATION QUADRANT, 2022 178
13.9 COMPETITIVE BENCHMARKING OF STARTUPS/SMES 179
TABLE 210 DATA CATALOG MARKET: DETAILED LIST OF KEY STARTUPS/SMES, 2022 179
TABLE 211 DATA CATALOG MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS [STARTUPS/SMES], 2022 180
13.10 COMPETITIVE SCENARIOS AND TRENDS 180
13.10.1 PRODUCT LAUNCHES 180
TABLE 212 SERVICE/PRODUCT LAUNCHES, 2019–2022 181
13.10.2 DEALS 183
TABLE 213 DEALS, 2019–2022 183