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データ分析の世界市場 2023-2027
Technavioはデータ分析市場を監視しており、2023年から2027年の間に21436百万ドルの成長が見込まれ、予測期間中にCAGR 13.84%で加速しています。当レポートでは、データ分析市場の全体分析、市場規模と予測、動向、成長促進要因、課題、さらに約25社のベンダーを網羅したベンダー分析を行っています。
現在の世界市場のシナリオ、最新動向と推進要因、市場全体の環境に関する最新の分析を提供しています。市場は、企業運営における最新技術の広範な利用、ビジネス効率の向上に対するニーズの高まり、データの急激な増加によって駆動されています。
Technavioのデータ分析市場は、以下のように区分されています。
コンポーネント別
- サービス
- ソフトウェア
- ハードウェア
デプロイメント別
- クラウド
- オンプレミス
地域別
- 北米
- 欧州
- アジア太平洋地域
- 中近東・アフリカ
- 南米
本調査では、インターネットの普及と連携・統合技術の利用拡大が、今後数年間のデータ分析市場の成長を促進する主要な理由の1つであると位置付けています。また、リアルタイムデータ解析の採用が進み、業務効率化のための高度な解析が求められていることも、市場の大きな需要につながると考えられます。
Technavioは、主要パラメータの分析を通じて、複数のソースからのデータの調査、合成、集計の方法により、市場の詳細な姿を提示します。データ分析市場に関する弊社のレポートは、以下の分野を対象としています。
- データ分析市場のサイジング
- データ分析市場の予測
- データ分析市場の産業分析
Technavioの強力なベンダー分析は、お客様が市場での地位を向上できるように設計されており、これに沿って本レポートでは、Alteryx Inc.、Amazon.com Inc.、Datameer Inc.を含む複数のデータ分析市場の主要ベンダーについて詳細な分析を提供しています。Dell Technologies Inc.、Hewlett Packard Enterprise Co.、International Business Machines Corp.、Microsoft Corp.、Mu Sigma、Oracle Corp.、Rapidops Inc.、Salesforce.com Inc.、SAP SE、SAS Institute Inc、Sisense Ltd., Teradata Corp., ThoughtSpot Inc, TIBCO Software Inc.Pvt.Ltd.、Alphabet Inc.、Fair Isaac Corp.など。また、データ分析市場の分析レポートには、今後の動向や市場成長に影響を与える課題に関する情報も含まれています。これは、企業が今後訪れるすべての成長機会を戦略的に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しました。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、https://www.technavio.com/report/data-analytics-market-industry-analysis をご覧ください。
Technavio社は、利益、価格、競争、プロモーションなどの主要パラメータの分析を通じて、複数のソースからのデータの研究、合成、総括の方法により、市場の詳細な姿を提示します。また、業界の主要なインフルエンサーを特定することにより、市場の様々な側面を提示しています。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。Technavioの市場調査レポートは、正確な市場成長を予測するために、完全な競争環境と、定性的および定量的調査を用いた詳細なベンダー選定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 Geography
o Exhibit 05: Executive Summary - Chart on Market Segmentation by Component
o Exhibit 06: Executive Summary - Chart on Market Segmentation by Deployment
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 ($ billion)
o Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ billion)
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 analytics market 2017 - 2021
o Exhibit 18: Historic Market Size - Data Table on Global data analytics market 2017 - 2021 ($ million)
o 4.2 Component Segment Analysis 2017 - 2021
o Exhibit 19: Historic Market Size - Component Segment 2017 - 2021 ($ million)
o 4.3 Deployment Segment Analysis 2017 - 2021
o Exhibit 20: Historic Market Size - Deployment 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 between2022 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 Component
o 6.1 Market segments
o Exhibit 30: Chart on Component - Market share 2022-2027 (%)
o Exhibit 31: Data Table on Component - Market share 2022-2027 (%)
o 6.2 Comparison by Component
o Exhibit 32: Chart on Comparison by Component
o Exhibit 33: Data Table on Comparison by Component
o 6.3 Services - Market size and forecast 2022-2027
o Exhibit 34: Chart on Services - Market size and forecast 2022-2027 ($ billion)
o Exhibit 35: Data Table on Services - Market size and forecast 2022-2027 ($ billion)
o Exhibit 36: Chart on Services - Year-over-year growth 2022-2027 (%)
o Exhibit 37: Data Table on Services - Year-over-year growth 2022-2027 (%)
o 6.4 software - Market size and forecast 2022-2027
o Exhibit 38: Chart on software - Market size and forecast 2022-2027 ($ billion)
o Exhibit 39: Data Table on software - Market size and forecast 2022-2027 ($ billion)
o Exhibit 40: Chart on software - Year-over-year growth 2022-2027 (%)
o Exhibit 41: Data Table on software - Year-over-year growth 2022-2027 (%)
o 6.5 Hardware - Market size and forecast 2022-2027
o Exhibit 42: Chart on Hardware - Market size and forecast 2022-2027 ($ billion)
o Exhibit 43: Data Table on Hardware - Market size and forecast 2022-2027 ($ billion)
o Exhibit 44: Chart on Hardware - Year-over-year growth 2022-2027 (%)
o Exhibit 45: Data Table on Hardware - Year-over-year growth 2022-2027 (%)
o 6.6 Market opportunity by Component
o Exhibit 46: Market opportunity by Component ($ billion)
• 7 Market Segmentation by Deployment
o 7.1 Market segments
o Exhibit 47: Chart on Deployment - Market share 2022-2027 (%)
o Exhibit 48: Data Table on Deployment - Market share 2022-2027 (%)
o 7.2 Comparison by Deployment
o Exhibit 49: Chart on Comparison by Deployment
o Exhibit 50: Data Table on Comparison by Deployment
o 7.3 Cloud - Market size and forecast 2022-2027
o Exhibit 51: Chart on Cloud - Market size and forecast 2022-2027 ($ billion)
o Exhibit 52: Data Table on Cloud - Market size and forecast 2022-2027 ($ billion)
o Exhibit 53: Chart on Cloud - Year-over-year growth 2022-2027 (%)
o Exhibit 54: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
o 7.4 On-premise - Market size and forecast 2022-2027
o Exhibit 55: Chart on On-premise - Market size and forecast 2022-2027 ($ billion)
o Exhibit 56: Data Table on On-premise - Market size and forecast 2022-2027 ($ billion)
o Exhibit 57: Chart on On-premise - Year-over-year growth 2022-2027 (%)
o Exhibit 58: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
o 7.5 Market opportunity by Deployment
o Exhibit 59: Market opportunity by Deployment ($ billion)
• 8 Customer Landscape
o 8.1 Customer landscape overview
o Exhibit 60: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 9 Geographic Landscape
o 9.1 Geographic segmentation
o Exhibit 61: Chart on Market share by geography 2022-2027 (%)
o Exhibit 62: Data Table on Market share by geography 2022-2027 (%)
o 9.2 Geographic comparison
o Exhibit 63: Chart on Geographic comparison
o Exhibit 64: Data Table on Geographic comparison
o 9.3 North America - Market size and forecast 2022-2027
o Exhibit 65: Chart on North America - Market size and forecast 2022-2027 ($ billion)
o Exhibit 66: Data Table on North America - Market size and forecast 2022-2027 ($ billion)
o Exhibit 67: Chart on North America - Year-over-year growth 2022-2027 (%)
o Exhibit 68: Data Table on North America - Year-over-year growth 2022-2027 (%)
o 9.4 Europe - Market size and forecast 2022-2027
o Exhibit 69: Chart on Europe - Market size and forecast 2022-2027 ($ billion)
o Exhibit 70: Data Table on Europe - Market size and forecast 2022-2027 ($ billion)
o Exhibit 71: Chart on Europe - Year-over-year growth 2022-2027 (%)
o Exhibit 72: Data Table on Europe - Year-over-year growth 2022-2027 (%)
o 9.5 APAC - Market size and forecast 2022-2027
o Exhibit 73: Chart on APAC - Market size and forecast 2022-2027 ($ billion)
o Exhibit 74: Data Table on APAC - Market size and forecast 2022-2027 ($ billion)
o Exhibit 75: Chart on APAC - Year-over-year growth 2022-2027 (%)
o Exhibit 76: Data Table on APAC - Year-over-year growth 2022-2027 (%)
o 9.6 Middle East and Africa - Market size and forecast 2022-2027
o Exhibit 77: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
o Exhibit 78: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
o Exhibit 79: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
o Exhibit 80: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
o 9.7 South America - Market size and forecast 2022-2027
o Exhibit 81: Chart on South America - Market size and forecast 2022-2027 ($ billion)
o Exhibit 82: Data Table on South America - Market size and forecast 2022-2027 ($ billion)
o Exhibit 83: Chart on South America - Year-over-year growth 2022-2027 (%)
o Exhibit 84: Data Table on South America - Year-over-year growth 2022-2027 (%)
o 9.8 US - Market size and forecast 2022-2027
o Exhibit 85: Chart on US - Market size and forecast 2022-2027 ($ billion)
o Exhibit 86: Data Table on US - Market size and forecast 2022-2027 ($ billion)
o Exhibit 87: Chart on US - Year-over-year growth 2022-2027 (%)
o Exhibit 88: Data Table on US - Year-over-year growth 2022-2027 (%)
o 9.9 China - Market size and forecast 2022-2027
o Exhibit 89: Chart on China - Market size and forecast 2022-2027 ($ billion)
o Exhibit 90: Data Table on China - Market size and forecast 2022-2027 ($ billion)
o Exhibit 91: Chart on China - Year-over-year growth 2022-2027 (%)
o Exhibit 92: Data Table on China - Year-over-year growth 2022-2027 (%)
o 9.10 UK - Market size and forecast 2022-2027
o Exhibit 93: Chart on UK - Market size and forecast 2022-2027 ($ billion)
o Exhibit 94: Data Table on UK - Market size and forecast 2022-2027 ($ billion)
o Exhibit 95: Chart on UK - Year-over-year growth 2022-2027 (%)
o Exhibit 96: Data Table on UK - Year-over-year growth 2022-2027 (%)
o 9.11 Germany - Market size and forecast 2022-2027
o Exhibit 97: Chart on Germany - Market size and forecast 2022-2027 ($ billion)
o Exhibit 98: Data Table on Germany - Market size and forecast 2022-2027 ($ billion)
o Exhibit 99: Chart on Germany - Year-over-year growth 2022-2027 (%)
o Exhibit 100: Data Table on Germany - Year-over-year growth 2022-2027 (%)
o 9.12 India - Market size and forecast 2022-2027
o Exhibit 101: Chart on India - Market size and forecast 2022-2027 ($ billion)
o Exhibit 102: Data Table on India - Market size and forecast 2022-2027 ($ billion)
o Exhibit 103: Chart on India - Year-over-year growth 2022-2027 (%)
o Exhibit 104: Data Table on India - Year-over-year growth 2022-2027 (%)
o 9.13 Market opportunity by geography
o Exhibit 105: Market opportunity by geography ($ billion)
• 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 106: 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 107: Overview on Criticality of inputs and Factors of differentiation
o 11.3 Landscape disruption
o Exhibit 108: Overview on factors of disruption
o 11.4 Industry risks
o Exhibit 109: Impact of key risks on business
• 12 Vendor Analysis
o 12.1 Vendors covered
o Exhibit 110: Vendors covered
o 12.2 Market positioning of vendors
o Exhibit 111: Matrix on vendor position and classification
o 12.3 Alteryx Inc.
o Exhibit 112: Alteryx Inc. - Overview
o Exhibit 113: Alteryx Inc. - Product / Service
o Exhibit 114: Alteryx Inc. - Key news
o Exhibit 115: Alteryx Inc. - Key offerings
o 12.4 Amazon.com Inc.
o Exhibit 116: Amazon.com Inc. - Overview
o Exhibit 117: Amazon.com Inc. - Business segments
o Exhibit 118: Amazon.com Inc. - Key news
o Exhibit 119: Amazon.com Inc. - Key offerings
o Exhibit 120: Amazon.com Inc. - Segment focus
o 12.5 Datameer Inc.
o Exhibit 121: Datameer Inc. - Overview
o Exhibit 122: Datameer Inc. - Product / Service
o Exhibit 123: Datameer Inc. - Key offerings
o 12.6 Dell Technologies Inc.
o Exhibit 124: Dell Technologies Inc. - Overview
o Exhibit 125: Dell Technologies Inc. - Business segments
o Exhibit 126: Dell Technologies Inc. - Key news
o Exhibit 127: Dell Technologies Inc. - Key offerings
o Exhibit 128: Dell Technologies Inc. - Segment focus
o 12.7 Fair Isaac Corp.
o Exhibit 129: Fair Isaac Corp. - Overview
o Exhibit 130: Fair Isaac Corp. - Business segments
o Exhibit 131: Fair Isaac Corp. - Key news
o Exhibit 132: Fair Isaac Corp. - Key offerings
o Exhibit 133: Fair Isaac Corp. - Segment focus
o 12.8 Hewlett Packard Enterprise Co.
o Exhibit 134: Hewlett Packard Enterprise Co. - Overview
o Exhibit 135: Hewlett Packard Enterprise Co. - Business segments
o Exhibit 136: Hewlett Packard Enterprise Co. - Key news
o Exhibit 137: Hewlett Packard Enterprise Co. - Key offerings
o Exhibit 138: Hewlett Packard Enterprise Co. - Segment focus
o 12.9 International Business Machines Corp.
o Exhibit 139: International Business Machines Corp. - Overview
o Exhibit 140: International Business Machines Corp. - Business segments
o Exhibit 141: International Business Machines Corp. - Key offerings
o Exhibit 142: International Business Machines Corp. - Segment focus
o 12.10 Microsoft Corp.
o Exhibit 143: Microsoft Corp. - Overview
o Exhibit 144: Microsoft Corp. - Business segments
o Exhibit 145: Microsoft Corp. - Key news
o Exhibit 146: Microsoft Corp. - Key offerings
o Exhibit 147: Microsoft Corp. - Segment focus
o 12.11 Mu Sigma
o Exhibit 148: Mu Sigma - Overview
o Exhibit 149: Mu Sigma - Product / Service
o Exhibit 150: Mu Sigma - Key offerings
o 12.12 Oracle Corp.
o Exhibit 151: Oracle Corp. - Overview
o Exhibit 152: Oracle Corp. - Business segments
o Exhibit 153: Oracle Corp. - Key news
o Exhibit 154: Oracle Corp. - Key offerings
o Exhibit 155: Oracle Corp. - Segment focus
o 12.13 Salesforce.com Inc.
o Exhibit 156: Salesforce.com Inc. - Overview
o Exhibit 157: Salesforce.com Inc. - Product / Service
o Exhibit 158: Salesforce.com Inc. - Key news
o Exhibit 159: Salesforce.com Inc. - Key offerings
o 12.14 SAP SE
o Exhibit 160: SAP SE - Overview
o Exhibit 161: SAP SE - Business segments
o Exhibit 162: SAP SE - Key news
o Exhibit 163: SAP SE - Key offerings
o Exhibit 164: SAP SE - Segment focus
o 12.15 Sisense Ltd.
o Exhibit 165: Sisense Ltd. - Overview
o Exhibit 166: Sisense Ltd. - Product / Service
o Exhibit 167: Sisense Ltd. - Key offerings
o 12.16 ThoughtSpot Inc.
o Exhibit 168: ThoughtSpot Inc. - Overview
o Exhibit 169: ThoughtSpot Inc. - Product / Service
o Exhibit 170: ThoughtSpot Inc. - Key offerings
o 12.17 Zoho Corp. Pvt. Ltd.
o Exhibit 171: Zoho Corp. Pvt. Ltd. - Overview
o Exhibit 172: Zoho Corp. Pvt. Ltd. - Product / Service
o Exhibit 173: Zoho Corp. Pvt. Ltd. - Key offerings
• 13 Appendix
o 13.1 Scope of the report
o 13.2 Inclusions and exclusions checklist
o Exhibit 174: Inclusions checklist
o Exhibit 175: Exclusions checklist
o 13.3 Currency conversion rates for US$
o Exhibit 176: Currency conversion rates for US$
o 13.4 Research methodology
o Exhibit 177: Research methodology
o Exhibit 178: Validation techniques employed for market sizing
o Exhibit 179: Information sources
o 13.5 List of abbreviations
o Exhibit 180: 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 Geography
Exhibits5: Executive Summary - Chart on Market Segmentation by Component
Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment
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 ($ billion)
Exhibits15: Data Table on Global - Market size and forecast 2022-2027 ($ billion)
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 analytics market 2017 - 2021 ($ million)
Exhibits19: Historic Market Size - Component Segment 2017 - 2021 ($ million)
Exhibits20: Historic Market Size - Deployment 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 between2022 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 Component - Market share 2022-2027 (%)
Exhibits31: Data Table on Component - Market share 2022-2027 (%)
Exhibits32: Chart on Comparison by Component
Exhibits33: Data Table on Comparison by Component
Exhibits34: Chart on Services - Market size and forecast 2022-2027 ($ billion)
Exhibits35: Data Table on Services - Market size and forecast 2022-2027 ($ billion)
Exhibits36: Chart on Services - Year-over-year growth 2022-2027 (%)
Exhibits37: Data Table on Services - Year-over-year growth 2022-2027 (%)
Exhibits38: Chart on software - Market size and forecast 2022-2027 ($ billion)
Exhibits39: Data Table on software - Market size and forecast 2022-2027 ($ billion)
Exhibits40: Chart on software - Year-over-year growth 2022-2027 (%)
Exhibits41: Data Table on software - Year-over-year growth 2022-2027 (%)
Exhibits42: Chart on Hardware - Market size and forecast 2022-2027 ($ billion)
Exhibits43: Data Table on Hardware - Market size and forecast 2022-2027 ($ billion)
Exhibits44: Chart on Hardware - Year-over-year growth 2022-2027 (%)
Exhibits45: Data Table on Hardware - Year-over-year growth 2022-2027 (%)
Exhibits46: Market opportunity by Component ($ billion)
Exhibits47: Chart on Deployment - Market share 2022-2027 (%)
Exhibits48: Data Table on Deployment - Market share 2022-2027 (%)
Exhibits49: Chart on Comparison by Deployment
Exhibits50: Data Table on Comparison by Deployment
Exhibits51: Chart on Cloud - Market size and forecast 2022-2027 ($ billion)
Exhibits52: Data Table on Cloud - Market size and forecast 2022-2027 ($ billion)
Exhibits53: Chart on Cloud - Year-over-year growth 2022-2027 (%)
Exhibits54: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
Exhibits55: Chart on On-premise - Market size and forecast 2022-2027 ($ billion)
Exhibits56: Data Table on On-premise - Market size and forecast 2022-2027 ($ billion)
Exhibits57: Chart on On-premise - Year-over-year growth 2022-2027 (%)
Exhibits58: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
Exhibits59: Market opportunity by Deployment ($ billion)
Exhibits60: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits61: Chart on Market share by geography 2022-2027 (%)
Exhibits62: Data Table on Market share by geography 2022-2027 (%)
Exhibits63: Chart on Geographic comparison
Exhibits64: Data Table on Geographic comparison
Exhibits65: Chart on North America - Market size and forecast 2022-2027 ($ billion)
Exhibits66: Data Table on North America - Market size and forecast 2022-2027 ($ billion)
Exhibits67: Chart on North America - Year-over-year growth 2022-2027 (%)
Exhibits68: Data Table on North America - Year-over-year growth 2022-2027 (%)
Exhibits69: Chart on Europe - Market size and forecast 2022-2027 ($ billion)
Exhibits70: Data Table on Europe - Market size and forecast 2022-2027 ($ billion)
Exhibits71: Chart on Europe - Year-over-year growth 2022-2027 (%)
Exhibits72: Data Table on Europe - Year-over-year growth 2022-2027 (%)
Exhibits73: Chart on APAC - Market size and forecast 2022-2027 ($ billion)
Exhibits74: Data Table on APAC - Market size and forecast 2022-2027 ($ billion)
Exhibits75: Chart on APAC - Year-over-year growth 2022-2027 (%)
Exhibits76: Data Table on APAC - Year-over-year growth 2022-2027 (%)
Exhibits77: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
Exhibits78: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
Exhibits79: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibits80: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibits81: Chart on South America - Market size and forecast 2022-2027 ($ billion)
Exhibits82: Data Table on South America - Market size and forecast 2022-2027 ($ billion)
Exhibits83: Chart on South America - Year-over-year growth 2022-2027 (%)
Exhibits84: Data Table on South America - Year-over-year growth 2022-2027 (%)
Exhibits85: Chart on US - Market size and forecast 2022-2027 ($ billion)
Exhibits86: Data Table on US - Market size and forecast 2022-2027 ($ billion)
Exhibits87: Chart on US - Year-over-year growth 2022-2027 (%)
Exhibits88: Data Table on US - Year-over-year growth 2022-2027 (%)
Exhibits89: Chart on China - Market size and forecast 2022-2027 ($ billion)
Exhibits90: Data Table on China - Market size and forecast 2022-2027 ($ billion)
Exhibits91: Chart on China - Year-over-year growth 2022-2027 (%)
Exhibits92: Data Table on China - Year-over-year growth 2022-2027 (%)
Exhibits93: Chart on UK - Market size and forecast 2022-2027 ($ billion)
Exhibits94: Data Table on UK - Market size and forecast 2022-2027 ($ billion)
Exhibits95: Chart on UK - Year-over-year growth 2022-2027 (%)
Exhibits96: Data Table on UK - Year-over-year growth 2022-2027 (%)
Exhibits97: Chart on Germany - Market size and forecast 2022-2027 ($ billion)
Exhibits98: Data Table on Germany - Market size and forecast 2022-2027 ($ billion)
Exhibits99: Chart on Germany - Year-over-year growth 2022-2027 (%)
Exhibits100: Data Table on Germany - Year-over-year growth 2022-2027 (%)
Exhibits101: Chart on India - Market size and forecast 2022-2027 ($ billion)
Exhibits102: Data Table on India - Market size and forecast 2022-2027 ($ billion)
Exhibits103: Chart on India - Year-over-year growth 2022-2027 (%)
Exhibits104: Data Table on India - Year-over-year growth 2022-2027 (%)
Exhibits105: Market opportunity by geography ($ billion)
Exhibits106: Impact of drivers and challenges in 2022 and 2027
Exhibits107: Overview on Criticality of inputs and Factors of differentiation
Exhibits108: Overview on factors of disruption
Exhibits109: Impact of key risks on business
Exhibits110: Vendors covered
Exhibits111: Matrix on vendor position and classification
Exhibits112: Alteryx Inc. - Overview
Exhibits113: Alteryx Inc. - Product / Service
Exhibits114: Alteryx Inc. - Key news
Exhibits115: Alteryx Inc. - Key offerings
Exhibits116: Amazon.com Inc. - Overview
Exhibits117: Amazon.com Inc. - Business segments
Exhibits118: Amazon.com Inc. - Key news
Exhibits119: Amazon.com Inc. - Key offerings
Exhibits120: Amazon.com Inc. - Segment focus
Exhibits121: Datameer Inc. - Overview
Exhibits122: Datameer Inc. - Product / Service
Exhibits123: Datameer Inc. - Key offerings
Exhibits124: Dell Technologies Inc. - Overview
Exhibits125: Dell Technologies Inc. - Business segments
Exhibits126: Dell Technologies Inc. - Key news
Exhibits127: Dell Technologies Inc. - Key offerings
Exhibits128: Dell Technologies Inc. - Segment focus
Exhibits129: Fair Isaac Corp. - Overview
Exhibits130: Fair Isaac Corp. - Business segments
Exhibits131: Fair Isaac Corp. - Key news
Exhibits132: Fair Isaac Corp. - Key offerings
Exhibits133: Fair Isaac Corp. - Segment focus
Exhibits134: Hewlett Packard Enterprise Co. - Overview
Exhibits135: Hewlett Packard Enterprise Co. - Business segments
Exhibits136: Hewlett Packard Enterprise Co. - Key news
Exhibits137: Hewlett Packard Enterprise Co. - Key offerings
Exhibits138: Hewlett Packard Enterprise Co. - Segment focus
Exhibits139: International Business Machines Corp. - Overview
Exhibits140: International Business Machines Corp. - Business segments
Exhibits141: International Business Machines Corp. - Key offerings
Exhibits142: International Business Machines Corp. - Segment focus
Exhibits143: Microsoft Corp. - Overview
Exhibits144: Microsoft Corp. - Business segments
Exhibits145: Microsoft Corp. - Key news
Exhibits146: Microsoft Corp. - Key offerings
Exhibits147: Microsoft Corp. - Segment focus
Exhibits148: Mu Sigma - Overview
Exhibits149: Mu Sigma - Product / Service
Exhibits150: Mu Sigma - Key offerings
Exhibits151: Oracle Corp. - Overview
Exhibits152: Oracle Corp. - Business segments
Exhibits153: Oracle Corp. - Key news
Exhibits154: Oracle Corp. - Key offerings
Exhibits155: Oracle Corp. - Segment focus
Exhibits156: Salesforce.com Inc. - Overview
Exhibits157: Salesforce.com Inc. - Product / Service
Exhibits158: Salesforce.com Inc. - Key news
Exhibits159: Salesforce.com Inc. - Key offerings
Exhibits160: SAP SE - Overview
Exhibits161: SAP SE - Business segments
Exhibits162: SAP SE - Key news
Exhibits163: SAP SE - Key offerings
Exhibits164: SAP SE - Segment focus
Exhibits165: Sisense Ltd. - Overview
Exhibits166: Sisense Ltd. - Product / Service
Exhibits167: Sisense Ltd. - Key offerings
Exhibits168: ThoughtSpot Inc. - Overview
Exhibits169: ThoughtSpot Inc. - Product / Service
Exhibits170: ThoughtSpot Inc. - Key offerings
Exhibits171: Zoho Corp. Pvt. Ltd. - Overview
Exhibits172: Zoho Corp. Pvt. Ltd. - Product / Service
Exhibits173: Zoho Corp. Pvt. Ltd. - Key offerings
Exhibits174: Inclusions checklist
Exhibits175: Exclusions checklist
Exhibits176: Currency conversion rates for US$
Exhibits177: Research methodology
Exhibits178: Validation techniques employed for market sizing
Exhibits179: Information sources
Exhibits180: List of abbreviations