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データ準備ツールの世界市場 2023-2027 年
データ準備ツール市場は、2022年から2027年の間にCAGR 22.9%で加速し、6,659.71百万米ドルで成長すると予測されます。当レポートでは、データ準備ツール市場の全体的な分析、市場規模と予測、トレンド、成長ドライバー、課題、さらに約25のベンダーをカバーするベンダー分析などを掲載しています。
現在の市場シナリオ、最新のトレンドとドライバー、市場全体の環境に関する最新の分析を提供しています。予測分析に役立つデータ準備ツール、業務効率化のニーズの高まり、データの急激な増加が市場を牽引しています。
Technavioのデータ準備ツール市場は、以下のように区分されます：
デプロイメント別
- オンプレミス
- クラウド
プラットフォーム別
- データ統合
- セルフサービス
地域別
- 北アメリカ
- 欧州
- APAC
- 南米
- 中東・アフリカ
本調査では、データ準備ツールの利点を活用する組織が増加していることが、今後数年間におけるデータ準備ツール市場の成長を促進する主要な理由の1つであると指摘しています。また、インターネットの普及と連携・統合された技術の利用の増加、業務効率化のための高度な分析への要求が、市場の大きな需要につながると考えられます。
データ準備ツール市場に関するレポートでは、以下の分野をカバーしています：
- データ準備ツール市場のサイジング
- データ準備ツール市場の予測
- データ準備ツール市場の産業分析
堅牢なベンダー分析は、顧客が市場での地位を向上させるために設計されており、これに沿って、本レポートでは、Alation Inc.、Altair Engineering Inc.、Alteryx Inc.、Crate.io Inc.、Datameer Inc.を含むいくつかの主要データ準備ツール市場ベンダーについて詳細に分析する、DataRobot Inc.、Datawatch Systems Inc.、EasyMorph Inc.、International Business Machines Corp.、Informatica Inc.、Microsoft Corp.、MicroStrategy Inc.、Precisely、QlikTech international AB、Quest Software Inc.、Salesforce.com Inc、SAP SE、SAS Institute Inc、Talend Inc、TIBCO Software Inc.また、データ準備ツール市場分析レポートには、市場成長に影響を与える今後の動向と課題に関する情報も含まれています。これは、企業が戦略を立て、今後訪れるすべての成長機会を活用するのに役立つものです。
本調査は、業界の主要参加者からのインプットを含む一次情報と二次情報の客観的な組み合わせを使用して実施されました。本レポートには、主要ベンダーの分析に加え、包括的な市場およびベンダーランドスケープが含まれています。本レポートの詳細については、以下をご覧ください - https://www.technavio.com/report/data-preparation-tools-market-industry-analysis
本書は、利益、価格、競争、プロモーションなどの主要なパラメータを分析し、複数のソースからのデータを調査、合成、要約することによって、市場の詳細なイメージを提示します。業界の主要なインフルエンサーを特定することにより、様々な市場の様相を提示しています。提示されるデータは、包括的で信頼性が高く、一次および二次にわたる広範な調査の結果である。市場調査レポートでは、正確な市場成長を予測するために、完全な競争環境と、質的・量的調査を用いた詳細なベンダー選択方法と分析を提供します。

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目次

• 1 Executive Summary
o 1.1 Market overview
o Exhibit 01: Executive Summary - Chart on Market Overview
o Exhibit 02: Executive Summary - Data Table on Market Overview
o Exhibit 03: Executive Summary - Chart on Global Market Characteristics
o Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape
o Exhibit 05: Executive Summary - Chart on Market Segmentation by Deployment
o Exhibit 06: Executive Summary - Chart on Market Segmentation by Platform
o Exhibit 07: Executive Summary - Chart on Incremental Growth
o Exhibit 08: Executive Summary - Data Table on Incremental Growth
o Exhibit 09: Executive Summary - Chart on Vendor Market Positioning
• 2 Market Landscape
o 2.1 Market ecosystem
o Exhibit 10: Parent market
o Exhibit 11: Market Characteristics
• 3 Market Sizing
o 3.1 Market definition
o Exhibit 12: Offerings of vendors included in the market definition
o 3.2 Market segment analysis
o Exhibit 13: Market segments
o 3.3 Market size 2022
o 3.4 Market outlook: Forecast for 2022-2027
o Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
o Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
o Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
o Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
• 4 Historic Market Size
o 4.1 Global data preparation tools market 2017 - 2021
o Exhibit 18: Historic Market Size - Data Table on global data preparation tools market 2017 - 2021 ($ million)
o 4.2 Deployment Segment Analysis 2017 - 2021
o Exhibit 19: Historic Market Size - Deployment Segment 2017 - 2021 ($ million)
o 4.3 Platform Segment Analysis 2017 - 2021
o Exhibit 20: Historic Market Size - Platform Segment 2017 - 2021 ($ million)
o 4.4 Geography Segment Analysis 2017 - 2021
o Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
o 4.5 Country Segment Analysis 2017 - 2021
o Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million)
• 5 Five Forces Analysis
o 5.1 Five forces summary
o Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
o 5.2 Bargaining power of buyers
o Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
o 5.3 Bargaining power of suppliers
o Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
o 5.4 Threat of new entrants
o Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027
o 5.5 Threat of substitutes
o Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027
o 5.6 Threat of rivalry
o Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027
o 5.7 Market condition
o Exhibit 29: Chart on Market condition - Five forces 2022 and 2027
• 6 Market Segmentation by Deployment
o 6.1 Market segments
o Exhibit 30: Chart on Deployment - Market share 2022-2027 (%)
o Exhibit 31: Data Table on Deployment - Market share 2022-2027 (%)
o 6.2 Comparison by Deployment
o Exhibit 32: Chart on Comparison by Deployment
o Exhibit 33: Data Table on Comparison by Deployment
o 6.3 On-premise - Market size and forecast 2022-2027
o Exhibit 34: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
o Exhibit 35: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
o Exhibit 36: Chart on On-premise - Year-over-year growth 2022-2027 (%)
o Exhibit 37: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
o 6.4 Cloud - Market size and forecast 2022-2027
o Exhibit 38: Chart on Cloud - Market size and forecast 2022-2027 ($ million)
o Exhibit 39: Data Table on Cloud - Market size and forecast 2022-2027 ($ million)
o Exhibit 40: Chart on Cloud - Year-over-year growth 2022-2027 (%)
o Exhibit 41: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
o 6.5 Market opportunity by Deployment
o Exhibit 42: Market opportunity by Deployment ($ million)
o Exhibit 43: Data Table on Market opportunity by Deployment ($ million)
• 7 Market Segmentation by Platform
o 7.1 Market segments
o Exhibit 44: Chart on Platform - Market share 2022-2027 (%)
o Exhibit 45: Data Table on Platform - Market share 2022-2027 (%)
o 7.2 Comparison by Platform
o Exhibit 46: Chart on Comparison by Platform
o Exhibit 47: Data Table on Comparison by Platform
o 7.3 Data integration - Market size and forecast 2022-2027
o Exhibit 48: Chart on Data integration - Market size and forecast 2022-2027 ($ million)
o Exhibit 49: Data Table on Data integration - Market size and forecast 2022-2027 ($ million)
o Exhibit 50: Chart on Data integration - Year-over-year growth 2022-2027 (%)
o Exhibit 51: Data Table on Data integration - Year-over-year growth 2022-2027 (%)
o 7.4 Self-service - Market size and forecast 2022-2027
o Exhibit 52: Chart on Self-service - Market size and forecast 2022-2027 ($ million)
o Exhibit 53: Data Table on Self-service - Market size and forecast 2022-2027 ($ million)
o Exhibit 54: Chart on Self-service - Year-over-year growth 2022-2027 (%)
o Exhibit 55: Data Table on Self-service - Year-over-year growth 2022-2027 (%)
o 7.5 Market opportunity by Platform
o Exhibit 56: Market opportunity by Platform ($ million)
o Exhibit 57: Data Table on Market opportunity by Platform ($ million)
• 8 Customer Landscape
o 8.1 Customer landscape overview
o Exhibit 58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 9 Geographic Landscape
o 9.1 Geographic segmentation
o Exhibit 59: Chart on Market share By Geographical Landscape 2022-2027 (%)
o Exhibit 60: Data Table on Market share By Geographical Landscape 2022-2027 (%)
o 9.2 Geographic comparison
o Exhibit 61: Chart on Geographic comparison
o Exhibit 62: Data Table on Geographic comparison
o 9.3 North America - Market size and forecast 2022-2027
o Exhibit 63: Chart on North America - Market size and forecast 2022-2027 ($ million)
o Exhibit 64: Data Table on North America - Market size and forecast 2022-2027 ($ million)
o Exhibit 65: Chart on North America - Year-over-year growth 2022-2027 (%)
o Exhibit 66: Data Table on North America - Year-over-year growth 2022-2027 (%)
o 9.4 Europe - Market size and forecast 2022-2027
o Exhibit 67: Chart on Europe - Market size and forecast 2022-2027 ($ million)
o Exhibit 68: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
o Exhibit 69: Chart on Europe - Year-over-year growth 2022-2027 (%)
o Exhibit 70: Data Table on Europe - Year-over-year growth 2022-2027 (%)
o 9.5 APAC - Market size and forecast 2022-2027
o Exhibit 71: Chart on APAC - Market size and forecast 2022-2027 ($ million)
o Exhibit 72: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
o Exhibit 73: Chart on APAC - Year-over-year growth 2022-2027 (%)
o Exhibit 74: Data Table on APAC - Year-over-year growth 2022-2027 (%)
o 9.6 South America - Market size and forecast 2022-2027
o Exhibit 75: Chart on South America - Market size and forecast 2022-2027 ($ million)
o Exhibit 76: Data Table on South America - Market size and forecast 2022-2027 ($ million)
o Exhibit 77: Chart on South America - Year-over-year growth 2022-2027 (%)
o Exhibit 78: Data Table on South America - Year-over-year growth 2022-2027 (%)
o 9.7 Middle East and Africa - Market size and forecast 2022-2027
o Exhibit 79: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
o Exhibit 80: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
o Exhibit 81: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
o Exhibit 82: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
o 9.8 US - Market size and forecast 2022-2027
o Exhibit 83: Chart on US - Market size and forecast 2022-2027 ($ million)
o Exhibit 84: Data Table on US - Market size and forecast 2022-2027 ($ million)
o Exhibit 85: Chart on US - Year-over-year growth 2022-2027 (%)
o Exhibit 86: Data Table on US - Year-over-year growth 2022-2027 (%)
o 9.9 UK - Market size and forecast 2022-2027
o Exhibit 87: Chart on UK - Market size and forecast 2022-2027 ($ million)
o Exhibit 88: Data Table on UK - Market size and forecast 2022-2027 ($ million)
o Exhibit 89: Chart on UK - Year-over-year growth 2022-2027 (%)
o Exhibit 90: Data Table on UK - Year-over-year growth 2022-2027 (%)
o 9.10 Germany - Market size and forecast 2022-2027
o Exhibit 91: Chart on Germany - Market size and forecast 2022-2027 ($ million)
o Exhibit 92: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
o Exhibit 93: Chart on Germany - Year-over-year growth 2022-2027 (%)
o Exhibit 94: Data Table on Germany - Year-over-year growth 2022-2027 (%)
o 9.11 China - Market size and forecast 2022-2027
o Exhibit 95: Chart on China - Market size and forecast 2022-2027 ($ million)
o Exhibit 96: Data Table on China - Market size and forecast 2022-2027 ($ million)
o Exhibit 97: Chart on China - Year-over-year growth 2022-2027 (%)
o Exhibit 98: Data Table on China - Year-over-year growth 2022-2027 (%)
o 9.12 Canada - Market size and forecast 2022-2027
o Exhibit 99: Chart on Canada - Market size and forecast 2022-2027 ($ million)
o Exhibit 100: Data Table on Canada - Market size and forecast 2022-2027 ($ million)
o Exhibit 101: Chart on Canada - Year-over-year growth 2022-2027 (%)
o Exhibit 102: Data Table on Canada - Year-over-year growth 2022-2027 (%)
o 9.13 Market opportunity By Geographical Landscape
o Exhibit 103: Market opportunity By Geographical Landscape ($ million)
o Exhibit 104: Data Tables on Market opportunity By Geographical Landscape ($ million)
• 10 Drivers, Challenges, and Trends
o 10.1 Market drivers
o 10.2 Market challenges
o 10.3 Impact of drivers and challenges
o Exhibit 105: Impact of drivers and challenges in 2022 and 2027
o 10.4 Market trends
• 11 Vendor Landscape
o 11.1 Overview
o 11.2 Vendor landscape
o Exhibit 106: Overview on Criticality of inputs and Factors of differentiation
o 11.3 Landscape disruption
o Exhibit 107: Overview on factors of disruption
o 11.4 Industry risks
o Exhibit 108: Impact of key risks on business
• 12 Vendor Analysis
o 12.1 Vendors covered
o Exhibit 109: Vendors covered
o 12.2 Market positioning of vendors
o Exhibit 110: Matrix on vendor position and classification
o 12.3 Alation Inc.
o Exhibit 111: Alation Inc. - Overview
o Exhibit 112: Alation Inc. - Product / Service
o Exhibit 113: Alation Inc. - Key offerings
o 12.4 Altair Engineering Inc.
o Exhibit 114: Altair Engineering Inc. - Overview
o Exhibit 115: Altair Engineering Inc. - Business segments
o Exhibit 116: Altair Engineering Inc. - Key offerings
o Exhibit 117: Altair Engineering Inc. - Segment focus
o 12.5 Alteryx Inc.
o Exhibit 118: Alteryx Inc. - Overview
o Exhibit 119: Alteryx Inc. - Product / Service
o Exhibit 120: Alteryx Inc. - Key news
o Exhibit 121: Alteryx Inc. - Key offerings
o 12.6 Datawatch Systems Inc.
o Exhibit 122: Datawatch Systems Inc. - Overview
o Exhibit 123: Datawatch Systems Inc. - Product / Service
o Exhibit 124: Datawatch Systems Inc. - Key offerings
o 12.7 International Business Machines Corp.
o Exhibit 125: International Business Machines Corp. - Overview
o Exhibit 126: International Business Machines Corp. - Business segments
o Exhibit 127: International Business Machines Corp. - Key news
o Exhibit 128: International Business Machines Corp. - Key offerings
o Exhibit 129: International Business Machines Corp. - Segment focus
o 12.8 Informatica Inc.
o Exhibit 130: Informatica Inc. - Overview
o Exhibit 131: Informatica Inc. - Product / Service
o Exhibit 132: Informatica Inc. - Key offerings
o 12.9 Microsoft Corp.
o Exhibit 133: Microsoft Corp. - Overview
o Exhibit 134: Microsoft Corp. - Business segments
o Exhibit 135: Microsoft Corp. - Key news
o Exhibit 136: Microsoft Corp. - Key offerings
o Exhibit 137: Microsoft Corp. - Segment focus
o 12.10 MicroStrategy Inc.
o Exhibit 138: MicroStrategy Inc. - Overview
o Exhibit 139: MicroStrategy Inc. - Product / Service
o Exhibit 140: MicroStrategy Inc. - Key offerings
o 12.11 Precisely
o Exhibit 141: Precisely - Overview
o Exhibit 142: Precisely - Product / Service
o Exhibit 143: Precisely - Key news
o Exhibit 144: Precisely - Key offerings
o 12.12 QlikTech international AB
o Exhibit 145: QlikTech international AB - Overview
o Exhibit 146: QlikTech international AB - Product / Service
o Exhibit 147: QlikTech international AB - Key offerings
o 12.13 Salesforce.com Inc.
o Exhibit 148: Salesforce.com Inc. - Overview
o Exhibit 149: Salesforce.com Inc. - Product / Service
o Exhibit 150: Salesforce.com Inc. - Key news
o Exhibit 151: Salesforce.com Inc. - Key offerings
o 12.14 SAP SE
o Exhibit 152: SAP SE - Overview
o Exhibit 153: SAP SE - Business segments
o Exhibit 154: SAP SE - Key news
o Exhibit 155: SAP SE - Key offerings
o Exhibit 156: SAP SE - Segment focus
o 12.15 SAS Institute Inc.
o Exhibit 157: SAS Institute Inc. - Overview
o Exhibit 158: SAS Institute Inc. - Product / Service
o Exhibit 159: SAS Institute Inc. - Key news
o Exhibit 160: SAS Institute Inc. - Key offerings
o 12.16 Talend Inc
o Exhibit 161: Talend Inc - Overview
o Exhibit 162: Talend Inc - Product / Service
o Exhibit 163: Talend Inc - Key offerings
o 12.17 TIBCO Software Inc.
o Exhibit 164: TIBCO Software Inc. - Overview
o Exhibit 165: TIBCO Software Inc. - Product / Service
o Exhibit 166: TIBCO Software Inc. - Key offerings
• 13 Appendix
o 13.1 Scope of the report
o 13.2 Inclusions and exclusions checklist
o Exhibit 167: Inclusions checklist
o Exhibit 168: Exclusions checklist
o 13.3 Currency conversion rates for US$
o Exhibit 169: Currency conversion rates for US$
o 13.4 Research methodology
o Exhibit 170: Research methodology
o Exhibit 171: Validation techniques employed for market sizing
o Exhibit 172: Information sources
o 13.5 List of abbreviations
o Exhibit 173: List of abbreviations


Exhibits:
Exhibits1: Executive Summary - Chart on Market Overview
Exhibits2: Executive Summary - Data Table on Market Overview
Exhibits3: Executive Summary - Chart on Global Market Characteristics
Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits5: Executive Summary - Chart on Market Segmentation by Deployment
Exhibits6: Executive Summary - Chart on Market Segmentation by Platform
Exhibits7: Executive Summary - Chart on Incremental Growth
Exhibits8: Executive Summary - Data Table on Incremental Growth
Exhibits9: Executive Summary - Chart on Vendor Market Positioning
Exhibits10: Parent market
Exhibits11: Market Characteristics
Exhibits12: Offerings of vendors included in the market definition
Exhibits13: Market segments
Exhibits14: Chart on Global - Market size and forecast 2022-2027 ($ million)
Exhibits15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
Exhibits16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
Exhibits17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
Exhibits18: Historic Market Size - Data Table on global data preparation tools market 2017 - 2021 ($ million)
Exhibits19: Historic Market Size - Deployment Segment 2017 - 2021 ($ million)
Exhibits20: Historic Market Size - Platform Segment 2017 - 2021 ($ million)
Exhibits21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
Exhibits22: Historic Market Size - Country Segment 2017 - 2021 ($ million)
Exhibits23: Five forces analysis - Comparison between 2022 and 2027
Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
Exhibits25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
Exhibits26: Threat of new entrants - Impact of key factors in 2022 and 2027
Exhibits27: Threat of substitutes - Impact of key factors in 2022 and 2027
Exhibits28: Threat of rivalry - Impact of key factors in 2022 and 2027
Exhibits29: Chart on Market condition - Five forces 2022 and 2027
Exhibits30: Chart on Deployment - Market share 2022-2027 (%)
Exhibits31: Data Table on Deployment - Market share 2022-2027 (%)
Exhibits32: Chart on Comparison by Deployment
Exhibits33: Data Table on Comparison by Deployment
Exhibits34: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
Exhibits35: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
Exhibits36: Chart on On-premise - Year-over-year growth 2022-2027 (%)
Exhibits37: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
Exhibits38: Chart on Cloud - Market size and forecast 2022-2027 ($ million)
Exhibits39: Data Table on Cloud - Market size and forecast 2022-2027 ($ million)
Exhibits40: Chart on Cloud - Year-over-year growth 2022-2027 (%)
Exhibits41: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
Exhibits42: Market opportunity by Deployment ($ million)
Exhibits43: Data Table on Market opportunity by Deployment ($ million)
Exhibits44: Chart on Platform - Market share 2022-2027 (%)
Exhibits45: Data Table on Platform - Market share 2022-2027 (%)
Exhibits46: Chart on Comparison by Platform
Exhibits47: Data Table on Comparison by Platform
Exhibits48: Chart on Data integration - Market size and forecast 2022-2027 ($ million)
Exhibits49: Data Table on Data integration - Market size and forecast 2022-2027 ($ million)
Exhibits50: Chart on Data integration - Year-over-year growth 2022-2027 (%)
Exhibits51: Data Table on Data integration - Year-over-year growth 2022-2027 (%)
Exhibits52: Chart on Self-service - Market size and forecast 2022-2027 ($ million)
Exhibits53: Data Table on Self-service - Market size and forecast 2022-2027 ($ million)
Exhibits54: Chart on Self-service - Year-over-year growth 2022-2027 (%)
Exhibits55: Data Table on Self-service - Year-over-year growth 2022-2027 (%)
Exhibits56: Market opportunity by Platform ($ million)
Exhibits57: Data Table on Market opportunity by Platform ($ million)
Exhibits58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits59: Chart on Market share By Geographical Landscape 2022-2027 (%)
Exhibits60: Data Table on Market share By Geographical Landscape 2022-2027 (%)
Exhibits61: Chart on Geographic comparison
Exhibits62: Data Table on Geographic comparison
Exhibits63: Chart on North America - Market size and forecast 2022-2027 ($ million)
Exhibits64: Data Table on North America - Market size and forecast 2022-2027 ($ million)
Exhibits65: Chart on North America - Year-over-year growth 2022-2027 (%)
Exhibits66: Data Table on North America - Year-over-year growth 2022-2027 (%)
Exhibits67: Chart on Europe - Market size and forecast 2022-2027 ($ million)
Exhibits68: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
Exhibits69: Chart on Europe - Year-over-year growth 2022-2027 (%)
Exhibits70: Data Table on Europe - Year-over-year growth 2022-2027 (%)
Exhibits71: Chart on APAC - Market size and forecast 2022-2027 ($ million)
Exhibits72: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
Exhibits73: Chart on APAC - Year-over-year growth 2022-2027 (%)
Exhibits74: Data Table on APAC - Year-over-year growth 2022-2027 (%)
Exhibits75: Chart on South America - Market size and forecast 2022-2027 ($ million)
Exhibits76: Data Table on South America - Market size and forecast 2022-2027 ($ million)
Exhibits77: Chart on South America - Year-over-year growth 2022-2027 (%)
Exhibits78: Data Table on South America - Year-over-year growth 2022-2027 (%)
Exhibits79: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
Exhibits80: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
Exhibits81: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibits82: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibits83: Chart on US - Market size and forecast 2022-2027 ($ million)
Exhibits84: Data Table on US - Market size and forecast 2022-2027 ($ million)
Exhibits85: Chart on US - Year-over-year growth 2022-2027 (%)
Exhibits86: Data Table on US - Year-over-year growth 2022-2027 (%)
Exhibits87: Chart on UK - Market size and forecast 2022-2027 ($ million)
Exhibits88: Data Table on UK - Market size and forecast 2022-2027 ($ million)
Exhibits89: Chart on UK - Year-over-year growth 2022-2027 (%)
Exhibits90: Data Table on UK - Year-over-year growth 2022-2027 (%)
Exhibits91: Chart on Germany - Market size and forecast 2022-2027 ($ million)
Exhibits92: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
Exhibits93: Chart on Germany - Year-over-year growth 2022-2027 (%)
Exhibits94: Data Table on Germany - Year-over-year growth 2022-2027 (%)
Exhibits95: Chart on China - Market size and forecast 2022-2027 ($ million)
Exhibits96: Data Table on China - Market size and forecast 2022-2027 ($ million)
Exhibits97: Chart on China - Year-over-year growth 2022-2027 (%)
Exhibits98: Data Table on China - Year-over-year growth 2022-2027 (%)
Exhibits99: Chart on Canada - Market size and forecast 2022-2027 ($ million)
Exhibits100: Data Table on Canada - Market size and forecast 2022-2027 ($ million)
Exhibits101: Chart on Canada - Year-over-year growth 2022-2027 (%)
Exhibits102: Data Table on Canada - Year-over-year growth 2022-2027 (%)
Exhibits103: Market opportunity By Geographical Landscape ($ million)
Exhibits104: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits105: Impact of drivers and challenges in 2022 and 2027
Exhibits106: Overview on Criticality of inputs and Factors of differentiation
Exhibits107: Overview on factors of disruption
Exhibits108: Impact of key risks on business
Exhibits109: Vendors covered
Exhibits110: Matrix on vendor position and classification
Exhibits111: Alation Inc. - Overview
Exhibits112: Alation Inc. - Product / Service
Exhibits113: Alation Inc. - Key offerings
Exhibits114: Altair Engineering Inc. - Overview
Exhibits115: Altair Engineering Inc. - Business segments
Exhibits116: Altair Engineering Inc. - Key offerings
Exhibits117: Altair Engineering Inc. - Segment focus
Exhibits118: Alteryx Inc. - Overview
Exhibits119: Alteryx Inc. - Product / Service
Exhibits120: Alteryx Inc. - Key news
Exhibits121: Alteryx Inc. - Key offerings
Exhibits122: Datawatch Systems Inc. - Overview
Exhibits123: Datawatch Systems Inc. - Product / Service
Exhibits124: Datawatch Systems Inc. - Key offerings
Exhibits125: International Business Machines Corp. - Overview
Exhibits126: International Business Machines Corp. - Business segments
Exhibits127: International Business Machines Corp. - Key news
Exhibits128: International Business Machines Corp. - Key offerings
Exhibits129: International Business Machines Corp. - Segment focus
Exhibits130: Informatica Inc. - Overview
Exhibits131: Informatica Inc. - Product / Service
Exhibits132: Informatica Inc. - Key offerings
Exhibits133: Microsoft Corp. - Overview
Exhibits134: Microsoft Corp. - Business segments
Exhibits135: Microsoft Corp. - Key news
Exhibits136: Microsoft Corp. - Key offerings
Exhibits137: Microsoft Corp. - Segment focus
Exhibits138: MicroStrategy Inc. - Overview
Exhibits139: MicroStrategy Inc. - Product / Service
Exhibits140: MicroStrategy Inc. - Key offerings
Exhibits141: Precisely - Overview
Exhibits142: Precisely - Product / Service
Exhibits143: Precisely - Key news
Exhibits144: Precisely - Key offerings
Exhibits145: QlikTech international AB - Overview
Exhibits146: QlikTech international AB - Product / Service
Exhibits147: QlikTech international AB - Key offerings
Exhibits148: Salesforce.com Inc. - Overview
Exhibits149: Salesforce.com Inc. - Product / Service
Exhibits150: Salesforce.com Inc. - Key news
Exhibits151: Salesforce.com Inc. - Key offerings
Exhibits152: SAP SE - Overview
Exhibits153: SAP SE - Business segments
Exhibits154: SAP SE - Key news
Exhibits155: SAP SE - Key offerings
Exhibits156: SAP SE - Segment focus
Exhibits157: SAS Institute Inc. - Overview
Exhibits158: SAS Institute Inc. - Product / Service
Exhibits159: SAS Institute Inc. - Key news
Exhibits160: SAS Institute Inc. - Key offerings
Exhibits161: Talend Inc - Overview
Exhibits162: Talend Inc - Product / Service
Exhibits163: Talend Inc - Key offerings
Exhibits164: TIBCO Software Inc. - Overview
Exhibits165: TIBCO Software Inc. - Product / Service
Exhibits166: TIBCO Software Inc. - Key offerings
Exhibits167: Inclusions checklist
Exhibits168: Exclusions checklist
Exhibits169: Currency conversion rates for US$
Exhibits170: Research methodology
Exhibits171: Validation techniques employed for market sizing
Exhibits172: Information sources
Exhibits173: List of abbreviations