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データラングリングの世界市場 2022-2026
Technavioはデータラングリング市場を監視しており、2022年から2026年の間に13億ドルの成長が見込まれ、予測期間中に14.06%のCAGRで進行しています。当レポートでは、データトラングリング市場の全体分析、市場規模と予測、動向、成長促進要因、課題、および約25社のベンダーを網羅したベンダー分析などを提供しています。
現在の世界市場のシナリオ、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。市場は、データラングリングソリューションが提供する数多くのメリット、組織全体のデータ量の増加、AIや機械学習などの技術的な進歩によって牽引されています。また、データラングリングソリューションが提供する数多くの利点は、市場の成長をも押し上げると予想されます。
データラングリング市場の分析には、分野別セグメントと地理的展望が含まれます。
Technavioのデータラングリング市場は、以下のようにセグメント化されています。
セクター別
- BFSI
- 政府・公共機関
- ヘルスケア
- その他
地域別状況
- 北アメリカ
- ヨーロッパ
- APAC
- 中近東・アフリカ
- 南米
本調査では、今後数年間におけるデータトラングリング市場の成長を促進する主な理由の1つとして、ヘルスケア分野の成長の高まりを挙げています。また、消費者の間でデータの信頼性に関する懸念が高まっていることや、ソーシャルメディアサイトからの採用が増加していることも、市場の大きな需要につながると考えられます。
Technavioは、複数のソースからのデータを調査、合成、要約し、主要パラメータの分析によって、市場の詳細なイメージを提示します。データトラングリング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。
- データトラングリング市場のサイジング
- データトラングリング市場予測
- データ・トラングリング市場の産業分析
Technavioの強固なベンダー分析は、顧客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、Altair Engineering Inc、Alteryx Inc、Dataiku Inc、DataRobot Inc、eXalt Solutions Inc.を含む複数の主要データトラングリング市場ベンダーについて詳細に分析を行っています。日立製作所、Ideata Analytics、Impetus Technologies Inc.、Innovative Routines International (IRI) Inc.、International Business Machines Corp、Medallia Inc、Microsoft Corp、Oracle Corp、Rapid Insight Inc、SAS Institute Inc、Teradata Corp、TIBCO Software Inc、Wipro Ltd、Zoho Corp.などの主要ベンダーが含まれます。Pvt.Ltd.、Dell Technologies Inc.また、データストラングリング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できるようにするためです。
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、https://www.technavio.com/report/data-wrangling-market-industry-analysis をご覧ください。
Technavio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により、複数のソースからのデータを調査、合成、総括する方法で、市場の詳細なイメージを提示します。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す。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および分析を提供します。

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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 Sector
o Exhibit 06: Executive Summary – Chart on Incremental Growth
o Exhibit 07: Executive Summary – Data Table on Incremental Growth
o Exhibit 08: Executive Summary – Chart on Vendor Market Positioning
• 2 Market Landscape
o 2.1 Market ecosystem
o Exhibit 09: Parent market
o Exhibit 10: Market Characteristics
• 3 Market Sizing
o 3.1 Market definition
o Exhibit 11: Offerings of vendors included in the market definition
o 3.2 Market segment analysis
o Exhibit 12: Market segments
o 3.3 Market size 2021
o 3.4 Market outlook: Forecast for 2021-2026
o Exhibit 13: Chart on Global - Market size and forecast 2021-2026 ($ million)
o Exhibit 14: Data Table on Global - Market size and forecast 2021-2026 ($ million)
o Exhibit 15: Chart on Global Market: Year-over-year growth 2021-2026 (%)
o Exhibit 16: Data Table on Global Market: Year-over-year growth 2021-2026 (%)
• 4 Five Forces Analysis
o 4.1 Five forces summary
o Exhibit 17: Five forces analysis - Comparison between 2021 and 2026
o 4.2 Bargaining power of buyers
o Exhibit 18: Bargaining power of buyers – Impact of key factors in 2021 and 2026
o 4.3 Bargaining power of suppliers
o Exhibit 19: Bargaining power of suppliers – Impact of key factors in 2021 and 2026
o 4.4 Threat of new entrants
o Exhibit 20: Threat of new entrants – Impact of key factors in 2021 and 2026
o 4.5 Threat of substitutes
o Exhibit 21: Threat of substitutes – Impact of key factors in 2021 and 2026
o 4.6 Threat of rivalry
o Exhibit 22: Threat of rivalry – Impact of key factors in 2021 and 2026
o 4.7 Market condition
o Exhibit 23: Chart on Market condition - Five forces 2021 and 2026
• 5 Market Segmentation by Sector
o 5.1 Market segments
o Exhibit 24: Chart on Sector - Market share 2021-2026 (%)
o Exhibit 25: Data Table on Sector - Market share 2021-2026 (%)
o 5.2 Comparison by Sector
o Exhibit 26: Chart on Comparison by Sector
o Exhibit 27: Data Table on Comparison by Sector
o 5.3 BFSI - Market size and forecast 2021-2026
o Exhibit 28: Chart on BFSI - Market size and forecast 2021-2026 ($ million)
o Exhibit 29: Data Table on BFSI - Market size and forecast 2021-2026 ($ million)
o Exhibit 30: Chart on BFSI - Year-over-year growth 2021-2026 (%)
o Exhibit 31: Data Table on BFSI - Year-over-year growth 2021-2026 (%)
o 5.4 Government and public sector - Market size and forecast 2021-2026
o Exhibit 32: Chart on Government and public sector - Market size and forecast 2021-2026 ($ million)
o Exhibit 33: Data Table on Government and public sector - Market size and forecast 2021-2026 ($ million)
o Exhibit 34: Chart on Government and public sector - Year-over-year growth 2021-2026 (%)
o Exhibit 35: Data Table on Government and public sector - Year-over-year growth 2021-2026 (%)
o 5.5 Healthcare - Market size and forecast 2021-2026
o Exhibit 36: Chart on Healthcare - Market size and forecast 2021-2026 ($ million)
o Exhibit 37: Data Table on Healthcare - Market size and forecast 2021-2026 ($ million)
o Exhibit 38: Chart on Healthcare - Year-over-year growth 2021-2026 (%)
o Exhibit 39: Data Table on Healthcare - Year-over-year growth 2021-2026 (%)
o 5.6 Others - Market size and forecast 2021-2026
o Exhibit 40: Chart on Others - Market size and forecast 2021-2026 ($ million)
o Exhibit 41: Data Table on Others - Market size and forecast 2021-2026 ($ million)
o Exhibit 42: Chart on Others - Year-over-year growth 2021-2026 (%)
o Exhibit 43: Data Table on Others - Year-over-year growth 2021-2026 (%)
o 5.7 Market opportunity by Sector
o Exhibit 44: Market opportunity by Sector ($ million)
• 6 Customer Landscape
o 6.1 Customer landscape overview
o Exhibit 45: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 7 Geographic Landscape
o 7.1 Geographic segmentation
o Exhibit 46: Chart on Market share By Geographical Landscape 2021-2026 (%)
o Exhibit 47: Data Table on Market share By Geographical Landscape 2021-2026 (%)
o 7.2 Geographic comparison
o Exhibit 48: Chart on Geographic comparison
o Exhibit 49: Data Table on Geographic comparison
o 7.3 North America - Market size and forecast 2021-2026
o Exhibit 50: Chart on North America - Market size and forecast 2021-2026 ($ million)
o Exhibit 51: Data Table on North America - Market size and forecast 2021-2026 ($ million)
o Exhibit 52: Chart on North America - Year-over-year growth 2021-2026 (%)
o Exhibit 53: Data Table on North America - Year-over-year growth 2021-2026 (%)
o 7.4 Europe - Market size and forecast 2021-2026
o Exhibit 54: Chart on Europe - Market size and forecast 2021-2026 ($ million)
o Exhibit 55: Data Table on Europe - Market size and forecast 2021-2026 ($ million)
o Exhibit 56: Chart on Europe - Year-over-year growth 2021-2026 (%)
o Exhibit 57: Data Table on Europe - Year-over-year growth 2021-2026 (%)
o 7.5 APAC - Market size and forecast 2021-2026
o Exhibit 58: Chart on APAC - Market size and forecast 2021-2026 ($ million)
o Exhibit 59: Data Table on APAC - Market size and forecast 2021-2026 ($ million)
o Exhibit 60: Chart on APAC - Year-over-year growth 2021-2026 (%)
o Exhibit 61: Data Table on APAC - Year-over-year growth 2021-2026 (%)
o 7.6 Middle East and Africa - Market size and forecast 2021-2026
o Exhibit 62: Chart on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
o Exhibit 63: Data Table on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
o Exhibit 64: Chart on Middle East and Africa - Year-over-year growth 2021-2026 (%)
o Exhibit 65: Data Table on Middle East and Africa - Year-over-year growth 2021-2026 (%)
o 7.7 South America - Market size and forecast 2021-2026
o Exhibit 66: Chart on South America - Market size and forecast 2021-2026 ($ million)
o Exhibit 67: Data Table on South America - Market size and forecast 2021-2026 ($ million)
o Exhibit 68: Chart on South America - Year-over-year growth 2021-2026 (%)
o Exhibit 69: Data Table on South America - Year-over-year growth 2021-2026 (%)
o 7.8 US - Market size and forecast 2021-2026
o Exhibit 70: Chart on US - Market size and forecast 2021-2026 ($ million)
o Exhibit 71: Data Table on US - Market size and forecast 2021-2026 ($ million)
o Exhibit 72: Chart on US - Year-over-year growth 2021-2026 (%)
o Exhibit 73: Data Table on US - Year-over-year growth 2021-2026 (%)
o 7.9 UK - Market size and forecast 2021-2026
o Exhibit 74: Chart on UK - Market size and forecast 2021-2026 ($ million)
o Exhibit 75: Data Table on UK - Market size and forecast 2021-2026 ($ million)
o Exhibit 76: Chart on UK - Year-over-year growth 2021-2026 (%)
o Exhibit 77: Data Table on UK - Year-over-year growth 2021-2026 (%)
o 7.10 Germany - Market size and forecast 2021-2026
o Exhibit 78: Chart on Germany - Market size and forecast 2021-2026 ($ million)
o Exhibit 79: Data Table on Germany - Market size and forecast 2021-2026 ($ million)
o Exhibit 80: Chart on Germany - Year-over-year growth 2021-2026 (%)
o Exhibit 81: Data Table on Germany - Year-over-year growth 2021-2026 (%)
o 7.11 China - Market size and forecast 2021-2026
o Exhibit 82: Chart on China - Market size and forecast 2021-2026 ($ million)
o Exhibit 83: Data Table on China - Market size and forecast 2021-2026 ($ million)
o Exhibit 84: Chart on China - Year-over-year growth 2021-2026 (%)
o Exhibit 85: Data Table on China - Year-over-year growth 2021-2026 (%)
o 7.12 Japan - Market size and forecast 2021-2026
o Exhibit 86: Chart on Japan - Market size and forecast 2021-2026 ($ million)
o Exhibit 87: Data Table on Japan - Market size and forecast 2021-2026 ($ million)
o Exhibit 88: Chart on Japan - Year-over-year growth 2021-2026 (%)
o Exhibit 89: Data Table on Japan - Year-over-year growth 2021-2026 (%)
o 7.13 Market opportunity By Geographical Landscape
o Exhibit 90: Market opportunity By Geographical Landscape ($ million)
• 8 Drivers, Challenges, and Trends
o 8.1 Market drivers
o 8.2 Market challenges
o 8.3 Impact of drivers and challenges
o Exhibit 91: Impact of drivers and challenges in 2021 and 2026
o 8.4 Market trends
• 9 Vendor Landscape
o 9.1 Overview
o 9.2 Vendor landscape
o Exhibit 92: Overview on Criticality of inputs and Factors of differentiation
o 9.3 Landscape disruption
o Exhibit 93: Overview on factors of disruption
o 9.4 Industry risks
o Exhibit 94: Impact of key risks on business
• 10 Vendor Analysis
o 10.1 Vendors covered
o Exhibit 95: Vendors covered
o 10.2 Market positioning of vendors
o Exhibit 96: Matrix on vendor position and classification
o 10.3 Alteryx Inc.
o Exhibit 97: Alteryx Inc. - Overview
o Exhibit 98: Alteryx Inc. - Product / Service
o Exhibit 99: Alteryx Inc. - Key news
o Exhibit 100: Alteryx Inc. - Key offerings
o 10.4 Dell Technologies Inc.
o Exhibit 101: Dell Technologies Inc. - Overview
o Exhibit 102: Dell Technologies Inc. - Business segments
o Exhibit 103: Dell Technologies Inc. - Key offerings
o Exhibit 104: Dell Technologies Inc. - Segment focus
o 10.5 Hitachi Ltd.
o Exhibit 105: Hitachi Ltd. - Overview
o Exhibit 106: Hitachi Ltd. - Business segments
o Exhibit 107: Hitachi Ltd. - Key offerings
o Exhibit 108: Hitachi Ltd. - Segment focus
o 10.6 Impetus Technologies Inc.
o Exhibit 109: Impetus Technologies Inc. - Overview
o Exhibit 110: Impetus Technologies Inc. - Key offerings
o 10.7 International Business Machines Corp.
o Exhibit 111: International Business Machines Corp. - Overview
o Exhibit 112: International Business Machines Corp. - Business segments
o Exhibit 113: International Business Machines Corp. - Key offerings
o Exhibit 114: International Business Machines Corp. - Segment focus
o 10.8 Microsoft Corp.
o Exhibit 115: Microsoft Corp. - Overview
o Exhibit 116: Microsoft Corp. - Business segments
o Exhibit 117: Microsoft Corp. - Key news
o Exhibit 118: Microsoft Corp. - Key offerings
o Exhibit 119: Microsoft Corp. - Segment focus
o 10.9 Oracle Corp.
o Exhibit 120: Oracle Corp. - Overview
o Exhibit 121: Oracle Corp. - Business segments
o Exhibit 122: Oracle Corp. - Key news
o Exhibit 123: Oracle Corp. - Key offerings
o Exhibit 124: Oracle Corp. - Segment focus
o 10.10 SAS Institute Inc.
o Exhibit 125: SAS Institute Inc. - Overview
o Exhibit 126: SAS Institute Inc. - Product / Service
o Exhibit 127: SAS Institute Inc. - Key news
o Exhibit 128: SAS Institute Inc. - Key offerings
o 10.11 Teradata Corp.
o Exhibit 129: Teradata Corp. - Overview
o Exhibit 130: Teradata Corp. - Business segments
o Exhibit 131: Teradata Corp. - Key offerings
o Exhibit 132: Teradata Corp. - Segment focus
o 10.12 TIBCO Software Inc.
o Exhibit 133: TIBCO Software Inc. - Overview
o Exhibit 134: TIBCO Software Inc. - Product / Service
o Exhibit 135: TIBCO Software Inc. - Key offerings
• 11 Appendix
o 11.1 Scope of the report
o 11.2 Inclusions and exclusions checklist
o Exhibit 136: Inclusions checklist
o Exhibit 137: Exclusions checklist
o 11.3 Currency conversion rates for US$
o Exhibit 138: Currency conversion rates for US$
o 11.4 Research methodology
o Exhibit 139: Research methodology
o Exhibit 140: Validation techniques employed for market sizing
o Exhibit 141: Information sources
o 11.5 List of abbreviations
o Exhibit 142: List of abbreviations

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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 Sector
Exhibits6: Executive Summary – Chart on Incremental Growth
Exhibits7: Executive Summary – Data Table on Incremental Growth
Exhibits8: Executive Summary – Chart on Vendor Market Positioning
Exhibits9: Parent market
Exhibits10: Market Characteristics
Exhibits11: Offerings of vendors included in the market definition
Exhibits12: Market segments
Exhibits13: Chart on Global - Market size and forecast 2021-2026 ($ million)
Exhibits14: Data Table on Global - Market size and forecast 2021-2026 ($ million)
Exhibits15: Chart on Global Market: Year-over-year growth 2021-2026 (%)
Exhibits16: Data Table on Global Market: Year-over-year growth 2021-2026 (%)
Exhibits17: Five forces analysis - Comparison between 2021 and 2026
Exhibits18: Bargaining power of buyers – Impact of key factors in 2021 and 2026
Exhibits19: Bargaining power of suppliers – Impact of key factors in 2021 and 2026
Exhibits20: Threat of new entrants – Impact of key factors in 2021 and 2026
Exhibits21: Threat of substitutes – Impact of key factors in 2021 and 2026
Exhibits22: Threat of rivalry – Impact of key factors in 2021 and 2026
Exhibits23: Chart on Market condition - Five forces 2021 and 2026
Exhibits24: Chart on Sector - Market share 2021-2026 (%)
Exhibits25: Data Table on Sector - Market share 2021-2026 (%)
Exhibits26: Chart on Comparison by Sector
Exhibits27: Data Table on Comparison by Sector
Exhibits28: Chart on BFSI - Market size and forecast 2021-2026 ($ million)
Exhibits29: Data Table on BFSI - Market size and forecast 2021-2026 ($ million)
Exhibits30: Chart on BFSI - Year-over-year growth 2021-2026 (%)
Exhibits31: Data Table on BFSI - Year-over-year growth 2021-2026 (%)
Exhibits32: Chart on Government and public sector - Market size and forecast 2021-2026 ($ million)
Exhibits33: Data Table on Government and public sector - Market size and forecast 2021-2026 ($ million)
Exhibits34: Chart on Government and public sector - Year-over-year growth 2021-2026 (%)
Exhibits35: Data Table on Government and public sector - Year-over-year growth 2021-2026 (%)
Exhibits36: Chart on Healthcare - Market size and forecast 2021-2026 ($ million)
Exhibits37: Data Table on Healthcare - Market size and forecast 2021-2026 ($ million)
Exhibits38: Chart on Healthcare - Year-over-year growth 2021-2026 (%)
Exhibits39: Data Table on Healthcare - Year-over-year growth 2021-2026 (%)
Exhibits40: Chart on Others - Market size and forecast 2021-2026 ($ million)
Exhibits41: Data Table on Others - Market size and forecast 2021-2026 ($ million)
Exhibits42: Chart on Others - Year-over-year growth 2021-2026 (%)
Exhibits43: Data Table on Others - Year-over-year growth 2021-2026 (%)
Exhibits44: Market opportunity by Sector ($ million)
Exhibits45: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits46: Chart on Market share By Geographical Landscape 2021-2026 (%)
Exhibits47: Data Table on Market share By Geographical Landscape 2021-2026 (%)
Exhibits48: Chart on Geographic comparison
Exhibits49: Data Table on Geographic comparison
Exhibits50: Chart on North America - Market size and forecast 2021-2026 ($ million)
Exhibits51: Data Table on North America - Market size and forecast 2021-2026 ($ million)
Exhibits52: Chart on North America - Year-over-year growth 2021-2026 (%)
Exhibits53: Data Table on North America - Year-over-year growth 2021-2026 (%)
Exhibits54: Chart on Europe - Market size and forecast 2021-2026 ($ million)
Exhibits55: Data Table on Europe - Market size and forecast 2021-2026 ($ million)
Exhibits56: Chart on Europe - Year-over-year growth 2021-2026 (%)
Exhibits57: Data Table on Europe - Year-over-year growth 2021-2026 (%)
Exhibits58: Chart on APAC - Market size and forecast 2021-2026 ($ million)
Exhibits59: Data Table on APAC - Market size and forecast 2021-2026 ($ million)
Exhibits60: Chart on APAC - Year-over-year growth 2021-2026 (%)
Exhibits61: Data Table on APAC - Year-over-year growth 2021-2026 (%)
Exhibits62: Chart on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
Exhibits63: Data Table on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
Exhibits64: Chart on Middle East and Africa - Year-over-year growth 2021-2026 (%)
Exhibits65: Data Table on Middle East and Africa - Year-over-year growth 2021-2026 (%)
Exhibits66: Chart on South America - Market size and forecast 2021-2026 ($ million)
Exhibits67: Data Table on South America - Market size and forecast 2021-2026 ($ million)
Exhibits68: Chart on South America - Year-over-year growth 2021-2026 (%)
Exhibits69: Data Table on South America - Year-over-year growth 2021-2026 (%)
Exhibits70: Chart on US - Market size and forecast 2021-2026 ($ million)
Exhibits71: Data Table on US - Market size and forecast 2021-2026 ($ million)
Exhibits72: Chart on US - Year-over-year growth 2021-2026 (%)
Exhibits73: Data Table on US - Year-over-year growth 2021-2026 (%)
Exhibits74: Chart on UK - Market size and forecast 2021-2026 ($ million)
Exhibits75: Data Table on UK - Market size and forecast 2021-2026 ($ million)
Exhibits76: Chart on UK - Year-over-year growth 2021-2026 (%)
Exhibits77: Data Table on UK - Year-over-year growth 2021-2026 (%)
Exhibits78: Chart on Germany - Market size and forecast 2021-2026 ($ million)
Exhibits79: Data Table on Germany - Market size and forecast 2021-2026 ($ million)
Exhibits80: Chart on Germany - Year-over-year growth 2021-2026 (%)
Exhibits81: Data Table on Germany - Year-over-year growth 2021-2026 (%)
Exhibits82: Chart on China - Market size and forecast 2021-2026 ($ million)
Exhibits83: Data Table on China - Market size and forecast 2021-2026 ($ million)
Exhibits84: Chart on China - Year-over-year growth 2021-2026 (%)
Exhibits85: Data Table on China - Year-over-year growth 2021-2026 (%)
Exhibits86: Chart on Japan - Market size and forecast 2021-2026 ($ million)
Exhibits87: Data Table on Japan - Market size and forecast 2021-2026 ($ million)
Exhibits88: Chart on Japan - Year-over-year growth 2021-2026 (%)
Exhibits89: Data Table on Japan - Year-over-year growth 2021-2026 (%)
Exhibits90: Market opportunity By Geographical Landscape ($ million)
Exhibits91: Impact of drivers and challenges in 2021 and 2026
Exhibits92: Overview on Criticality of inputs and Factors of differentiation
Exhibits93: Overview on factors of disruption
Exhibits94: Impact of key risks on business
Exhibits95: Vendors covered
Exhibits96: Matrix on vendor position and classification
Exhibits97: Alteryx Inc. - Overview
Exhibits98: Alteryx Inc. - Product / Service
Exhibits99: Alteryx Inc. - Key news
Exhibits100: Alteryx Inc. - Key offerings
Exhibits101: Dell Technologies Inc. - Overview
Exhibits102: Dell Technologies Inc. - Business segments
Exhibits103: Dell Technologies Inc. - Key offerings
Exhibits104: Dell Technologies Inc. - Segment focus
Exhibits105: Hitachi Ltd. - Overview
Exhibits106: Hitachi Ltd. - Business segments
Exhibits107: Hitachi Ltd. - Key offerings
Exhibits108: Hitachi Ltd. - Segment focus
Exhibits109: Impetus Technologies Inc. - Overview
Exhibits110: Impetus Technologies Inc. - Key offerings
Exhibits111: International Business Machines Corp. - Overview
Exhibits112: International Business Machines Corp. - Business segments
Exhibits113: International Business Machines Corp. - Key offerings
Exhibits114: International Business Machines Corp. - Segment focus
Exhibits115: Microsoft Corp. - Overview
Exhibits116: Microsoft Corp. - Business segments
Exhibits117: Microsoft Corp. - Key news
Exhibits118: Microsoft Corp. - Key offerings
Exhibits119: Microsoft Corp. - Segment focus
Exhibits120: Oracle Corp. - Overview
Exhibits121: Oracle Corp. - Business segments
Exhibits122: Oracle Corp. - Key news
Exhibits123: Oracle Corp. - Key offerings
Exhibits124: Oracle Corp. - Segment focus
Exhibits125: SAS Institute Inc. - Overview
Exhibits126: SAS Institute Inc. - Product / Service
Exhibits127: SAS Institute Inc. - Key news
Exhibits128: SAS Institute Inc. - Key offerings
Exhibits129: Teradata Corp. - Overview
Exhibits130: Teradata Corp. - Business segments
Exhibits131: Teradata Corp. - Key offerings
Exhibits132: Teradata Corp. - Segment focus
Exhibits133: TIBCO Software Inc. - Overview
Exhibits134: TIBCO Software Inc. - Product / Service
Exhibits135: TIBCO Software Inc. - Key offerings
Exhibits136: Inclusions checklist
Exhibits137: Exclusions checklist
Exhibits138: Currency conversion rates for US$
Exhibits139: Research methodology
Exhibits140: Validation techniques employed for market sizing
Exhibits141: Information sources
Exhibits142: List of abbreviations