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予測アナリティクスの世界市場 2023-2027
予測分析市場は、2022年から2027年にかけて2億1,601万7,000万米ドルの成長が予測され、予測期間中のCAGRは22.24%で加速すると予測されています。この調査レポートは、予測分析市場の全体的な分析、市場規模と予測、動向、成長促進要因、課題を掲載し、約25のベンダーを網羅したベンダー分析も掲載しています。
現在の市場シナリオ、最新動向と促進要因、市場環境全体に関する最新分析を提供しています。市場は、データ生成量の増加とビッグデータの出現、詐欺や詐欺を検出するニーズの高まり、顧客中心主義を実現するためのアナリティクスの採用によって牽引されています。
Technavioの予測分析市場は以下のように区分される：
エンドユーザー別
- BFSI
- 小売・eコマース
- 通信・IT
- 運輸・物流
- その他
デプロイメント別
- クラウドベース
- オンプレミス
地域別
- 北米
- ヨーロッパ
- APAC
- 南米
- 中東・アフリカ
本調査では、先端技術、AI、IoTの普及が、今後数年間の予測分析市場の成長を促進する主要な理由の1つであると特定している。また、リアルタイムのデータ分析とネイティブマシンデータの生成の採用が増加することで、市場の大きな需要が見込まれます。
予測分析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：
- 予測分析市場のサイジング
- 予測分析市場の予測
- 予測分析市場の業界分析
堅牢なベンダー分析は、クライアントが市場での地位を向上させるのに役立つ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.、Amazon.com Inc.、Board International SA、Cloudera Inc、Domo Inc.、Fair Isaac Corp.、Hewlett Packard Enterprise Co.、株式会社日立製作所、International Business Machines Corp.、KNIME AG、Microsoft Corp.、日本電信電話株式会社、Oracle Corp.、QlikTech international AB、Salesforce Inc.、SAP SE、SAS Institute Inc.、Teradata Corp.、TIBCO Software Inc.などです。また、予測分析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や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、来るべき成長機会をすべて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め、一次情報と二次情報を客観的に組み合わせて実施しました。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/predictive-analytics-market-industry-analysis をご覧ください。
当出版社では、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、複数の情報源からのデータを調査、統合、要約する方法で、市場の詳細なイメージを提示しています。また、主要な業界インフルエンサーを特定することで、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す。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、質的・量的調査を用いた綿密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 End-user
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 ($ 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 predictive analytics market 2017 - 2021
o Exhibit 18: Historic Market Size - Data Table on global predictive analytics market 2017 - 2021 ($ million)
o 4.2 End-user Segment Analysis 2017 - 2021
o Exhibit 19: Historic Market Size - End-user 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 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 End-user
o 6.1 Market segments
o Exhibit 30: Chart on End-user - Market share 2022-2027 (%)
o Exhibit 31: Data Table on End-user - Market share 2022-2027 (%)
o 6.2 Comparison by End-user
o Exhibit 32: Chart on Comparison by End-user
o Exhibit 33: Data Table on Comparison by End-user
o 6.3 BFSI - Market size and forecast 2022-2027
o Exhibit 34: Chart on BFSI - Market size and forecast 2022-2027 ($ million)
o Exhibit 35: Data Table on BFSI - Market size and forecast 2022-2027 ($ million)
o Exhibit 36: Chart on BFSI - Year-over-year growth 2022-2027 (%)
o Exhibit 37: Data Table on BFSI - Year-over-year growth 2022-2027 (%)
o 6.4 Retail and e-commerce - Market size and forecast 2022-2027
o Exhibit 38: Chart on Retail and e-commerce - Market size and forecast 2022-2027 ($ million)
o Exhibit 39: Data Table on Retail and e-commerce - Market size and forecast 2022-2027 ($ million)
o Exhibit 40: Chart on Retail and e-commerce - Year-over-year growth 2022-2027 (%)
o Exhibit 41: Data Table on Retail and e-commerce - Year-over-year growth 2022-2027 (%)
o 6.5 Telecom and IT - Market size and forecast 2022-2027
o Exhibit 42: Chart on Telecom and IT - Market size and forecast 2022-2027 ($ million)
o Exhibit 43: Data Table on Telecom and IT - Market size and forecast 2022-2027 ($ million)
o Exhibit 44: Chart on Telecom and IT - Year-over-year growth 2022-2027 (%)
o Exhibit 45: Data Table on Telecom and IT - Year-over-year growth 2022-2027 (%)
o 6.6 Transportation and logistics - Market size and forecast 2022-2027
o Exhibit 46: Chart on Transportation and logistics - Market size and forecast 2022-2027 ($ million)
o Exhibit 47: Data Table on Transportation and logistics - Market size and forecast 2022-2027 ($ million)
o Exhibit 48: Chart on Transportation and logistics - Year-over-year growth 2022-2027 (%)
o Exhibit 49: Data Table on Transportation and logistics - Year-over-year growth 2022-2027 (%)
o 6.7 Others - Market size and forecast 2022-2027
o Exhibit 50: Chart on Others - Market size and forecast 2022-2027 ($ million)
o Exhibit 51: Data Table on Others - Market size and forecast 2022-2027 ($ million)
o Exhibit 52: Chart on Others - Year-over-year growth 2022-2027 (%)
o Exhibit 53: Data Table on Others - Year-over-year growth 2022-2027 (%)
o 6.8 Market opportunity by End-user
o Exhibit 54: Market opportunity by End-user ($ million)
o Exhibit 55: Data Table on Market opportunity by End-user ($ million)
• 7 Market Segmentation by Deployment
o 7.1 Market segments
o Exhibit 56: Chart on Deployment - Market share 2022-2027 (%)
o Exhibit 57: Data Table on Deployment - Market share 2022-2027 (%)
o 7.2 Comparison by Deployment
o Exhibit 58: Chart on Comparison by Deployment
o Exhibit 59: Data Table on Comparison by Deployment
o 7.3 Cloud-based - Market size and forecast 2022-2027
o Exhibit 60: Chart on Cloud-based - Market size and forecast 2022-2027 ($ million)
o Exhibit 61: Data Table on Cloud-based - Market size and forecast 2022-2027 ($ million)
o Exhibit 62: Chart on Cloud-based - Year-over-year growth 2022-2027 (%)
o Exhibit 63: Data Table on Cloud-based - Year-over-year growth 2022-2027 (%)
o 7.4 On-premise - Market size and forecast 2022-2027
o Exhibit 64: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
o Exhibit 65: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
o Exhibit 66: Chart on On-premise - Year-over-year growth 2022-2027 (%)
o Exhibit 67: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
o 7.5 Market opportunity by Deployment
o Exhibit 68: Market opportunity by Deployment ($ million)
o Exhibit 69: Data Table on Market opportunity by Deployment ($ million)
• 8 Customer Landscape
o 8.1 Customer landscape overview
o Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 9 Geographic Landscape
o 9.1 Geographic segmentation
o Exhibit 71: Chart on Market share by geography 2022-2027 (%)
o Exhibit 72: Data Table on Market share by geography 2022-2027 (%)
o 9.2 Geographic comparison
o Exhibit 73: Chart on Geographic comparison
o Exhibit 74: Data Table on Geographic comparison
o 9.3 North America - Market size and forecast 2022-2027
o Exhibit 75: Chart on North America - Market size and forecast 2022-2027 ($ million)
o Exhibit 76: Data Table on North America - Market size and forecast 2022-2027 ($ million)
o Exhibit 77: Chart on North America - Year-over-year growth 2022-2027 (%)
o Exhibit 78: Data Table on North America - Year-over-year growth 2022-2027 (%)
o 9.4 Europe - Market size and forecast 2022-2027
o Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 ($ million)
o Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
o Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%)
o Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
o 9.5 APAC - Market size and forecast 2022-2027
o Exhibit 83: Chart on APAC - Market size and forecast 2022-2027 ($ million)
o Exhibit 84: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
o Exhibit 85: Chart on APAC - Year-over-year growth 2022-2027 (%)
o Exhibit 86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
o 9.6 South America - Market size and forecast 2022-2027
o Exhibit 87: Chart on South America - Market size and forecast 2022-2027 ($ million)
o Exhibit 88: Data Table on South America - Market size and forecast 2022-2027 ($ million)
o Exhibit 89: Chart on South America - Year-over-year growth 2022-2027 (%)
o Exhibit 90: 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 91: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
o Exhibit 92: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
o Exhibit 93: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
o Exhibit 94: 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 95: Chart on US - Market size and forecast 2022-2027 ($ million)
o Exhibit 96: Data Table on US - Market size and forecast 2022-2027 ($ million)
o Exhibit 97: Chart on US - Year-over-year growth 2022-2027 (%)
o Exhibit 98: Data Table on US - Year-over-year growth 2022-2027 (%)
o 9.9 China - Market size and forecast 2022-2027
o Exhibit 99: Chart on China - Market size and forecast 2022-2027 ($ million)
o Exhibit 100: Data Table on China - Market size and forecast 2022-2027 ($ million)
o Exhibit 101: Chart on China - Year-over-year growth 2022-2027 (%)
o Exhibit 102: Data Table on China - Year-over-year growth 2022-2027 (%)
o 9.10 Germany - Market size and forecast 2022-2027
o Exhibit 103: Chart on Germany - Market size and forecast 2022-2027 ($ million)
o Exhibit 104: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
o Exhibit 105: Chart on Germany - Year-over-year growth 2022-2027 (%)
o Exhibit 106: Data Table on Germany - Year-over-year growth 2022-2027 (%)
o 9.11 UK - Market size and forecast 2022-2027
o Exhibit 107: Chart on UK - Market size and forecast 2022-2027 ($ million)
o Exhibit 108: Data Table on UK - Market size and forecast 2022-2027 ($ million)
o Exhibit 109: Chart on UK - Year-over-year growth 2022-2027 (%)
o Exhibit 110: Data Table on UK - Year-over-year growth 2022-2027 (%)
o 9.12 Japan - Market size and forecast 2022-2027
o Exhibit 111: Chart on Japan - Market size and forecast 2022-2027 ($ million)
o Exhibit 112: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
o Exhibit 113: Chart on Japan - Year-over-year growth 2022-2027 (%)
o Exhibit 114: Data Table on Japan - Year-over-year growth 2022-2027 (%)
o 9.13 Market opportunity by geography
o Exhibit 115: Market opportunity by geography ($ million)
o Exhibit 116: Data Tables on Market opportunity by geography ($ 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 117: 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 118: Overview on Criticality of inputs and Factors of differentiation
o 11.3 Landscape disruption
o Exhibit 119: Overview on factors of disruption
o 11.4 Industry risks
o Exhibit 120: Impact of key risks on business
• 12 Vendor Analysis
o 12.1 Vendors covered
o Exhibit 121: Vendors covered
o 12.2 Market positioning of vendors
o Exhibit 122: Matrix on vendor position and classification
o 12.3 Altair Engineering Inc.
o Exhibit 123: Altair Engineering Inc. - Overview
o Exhibit 124: Altair Engineering Inc. - Business segments
o Exhibit 125: Altair Engineering Inc. - Key news
o Exhibit 126: Altair Engineering Inc. - Key offerings
o Exhibit 127: Altair Engineering Inc. - Segment focus
o 12.4 Alteryx Inc.
o Exhibit 128: Alteryx Inc. - Overview
o Exhibit 129: Alteryx Inc. - Product / Service
o Exhibit 130: Alteryx Inc. - Key news
o Exhibit 131: Alteryx Inc. - Key offerings
o 12.5 Amazon.com Inc.
o Exhibit 132: Amazon.com Inc. - Overview
o Exhibit 133: Amazon.com Inc. - Business segments
o Exhibit 134: Amazon.com Inc. - Key news
o Exhibit 135: Amazon.com Inc. - Key offerings
o Exhibit 136: Amazon.com Inc. - Segment focus
o 12.6 Cloudera Inc.
o Exhibit 137: Cloudera Inc. - Overview
o Exhibit 138: Cloudera Inc. - Business segments
o Exhibit 139: Cloudera Inc. - Key news
o Exhibit 140: Cloudera Inc. - Key offerings
o Exhibit 141: Cloudera Inc. - Segment focus
o 12.7 Fair Isaac Corp.
o Exhibit 142: Fair Isaac Corp. - Overview
o Exhibit 143: Fair Isaac Corp. - Business segments
o Exhibit 144: Fair Isaac Corp. - Key news
o Exhibit 145: Fair Isaac Corp. - Key offerings
o Exhibit 146: Fair Isaac Corp. - Segment focus
o 12.8 Hewlett Packard Enterprise Co.
o Exhibit 147: Hewlett Packard Enterprise Co. - Overview
o Exhibit 148: Hewlett Packard Enterprise Co. - Business segments
o Exhibit 149: Hewlett Packard Enterprise Co. - Key news
o Exhibit 150: Hewlett Packard Enterprise Co. - Key offerings
o Exhibit 151: Hewlett Packard Enterprise Co. - Segment focus
o 12.9 International Business Machines Corp.
o Exhibit 152: International Business Machines Corp. - Overview
o Exhibit 153: International Business Machines Corp. - Business segments
o Exhibit 154: International Business Machines Corp. - Key news
o Exhibit 155: International Business Machines Corp. - Key offerings
o Exhibit 156: International Business Machines Corp. - Segment focus
o 12.10 KNIME AG
o Exhibit 157: KNIME AG - Overview
o Exhibit 158: KNIME AG - Product / Service
o Exhibit 159: KNIME AG - Key offerings
o 12.11 Microsoft Corp.
o Exhibit 160: Microsoft Corp. - Overview
o Exhibit 161: Microsoft Corp. - Business segments
o Exhibit 162: Microsoft Corp. - Key news
o Exhibit 163: Microsoft Corp. - Key offerings
o Exhibit 164: Microsoft Corp. - Segment focus
o 12.12 Oracle Corp.
o Exhibit 165: Oracle Corp. - Overview
o Exhibit 166: Oracle Corp. - Business segments
o Exhibit 167: Oracle Corp. - Key news
o Exhibit 168: Oracle Corp. - Key offerings
o Exhibit 169: Oracle Corp. - Segment focus
o 12.13 Salesforce Inc.
o Exhibit 170: Salesforce Inc. - Overview
o Exhibit 171: Salesforce Inc. - Product / Service
o Exhibit 172: Salesforce Inc. - Key news
o Exhibit 173: Salesforce Inc. - Key offerings
o 12.14 SAP SE
o Exhibit 174: SAP SE - Overview
o Exhibit 175: SAP SE - Business segments
o Exhibit 176: SAP SE - Key news
o Exhibit 177: SAP SE - Key offerings
o Exhibit 178: SAP SE - Segment focus
o 12.15 SAS Institute Inc.
o Exhibit 179: SAS Institute Inc. - Overview
o Exhibit 180: SAS Institute Inc. - Product / Service
o Exhibit 181: SAS Institute Inc. - Key news
o Exhibit 182: SAS Institute Inc. - Key offerings
o 12.16 Teradata Corp.
o Exhibit 183: Teradata Corp. - Overview
o Exhibit 184: Teradata Corp. - Business segments
o Exhibit 185: Teradata Corp. - Key offerings
o Exhibit 186: Teradata Corp. - Segment focus
o 12.17 TIBCO Software Inc.
o Exhibit 187: TIBCO Software Inc. - Overview
o Exhibit 188: TIBCO Software Inc. - Product / Service
o Exhibit 189: TIBCO Software Inc. - Key offerings
• 13 Appendix
o 13.1 Scope of the report
o 13.2 Inclusions and exclusions checklist
o Exhibit 190: Inclusions checklist
o Exhibit 191: Exclusions checklist
o 13.3 Currency conversion rates for US$
o Exhibit 192: Currency conversion rates for US$
o 13.4 Research methodology
o Exhibit 193: Research methodology
o Exhibit 194: Validation techniques employed for market sizing
o Exhibit 195: Information sources
o 13.5 List of abbreviations
o Exhibit 196: 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 End-user
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 ($ 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 predictive analytics market 2017 - 2021 ($ million)
Exhibits19: Historic Market Size - End-user 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 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 End-user - Market share 2022-2027 (%)
Exhibits31: Data Table on End-user - Market share 2022-2027 (%)
Exhibits32: Chart on Comparison by End-user
Exhibits33: Data Table on Comparison by End-user
Exhibits34: Chart on BFSI - Market size and forecast 2022-2027 ($ million)
Exhibits35: Data Table on BFSI - Market size and forecast 2022-2027 ($ million)
Exhibits36: Chart on BFSI - Year-over-year growth 2022-2027 (%)
Exhibits37: Data Table on BFSI - Year-over-year growth 2022-2027 (%)
Exhibits38: Chart on Retail and e-commerce - Market size and forecast 2022-2027 ($ million)
Exhibits39: Data Table on Retail and e-commerce - Market size and forecast 2022-2027 ($ million)
Exhibits40: Chart on Retail and e-commerce - Year-over-year growth 2022-2027 (%)
Exhibits41: Data Table on Retail and e-commerce - Year-over-year growth 2022-2027 (%)
Exhibits42: Chart on Telecom and IT - Market size and forecast 2022-2027 ($ million)
Exhibits43: Data Table on Telecom and IT - Market size and forecast 2022-2027 ($ million)
Exhibits44: Chart on Telecom and IT - Year-over-year growth 2022-2027 (%)
Exhibits45: Data Table on Telecom and IT - Year-over-year growth 2022-2027 (%)
Exhibits46: Chart on Transportation and logistics - Market size and forecast 2022-2027 ($ million)
Exhibits47: Data Table on Transportation and logistics - Market size and forecast 2022-2027 ($ million)
Exhibits48: Chart on Transportation and logistics - Year-over-year growth 2022-2027 (%)
Exhibits49: Data Table on Transportation and logistics - Year-over-year growth 2022-2027 (%)
Exhibits50: Chart on Others - Market size and forecast 2022-2027 ($ million)
Exhibits51: Data Table on Others - Market size and forecast 2022-2027 ($ million)
Exhibits52: Chart on Others - Year-over-year growth 2022-2027 (%)
Exhibits53: Data Table on Others - Year-over-year growth 2022-2027 (%)
Exhibits54: Market opportunity by End-user ($ million)
Exhibits55: Data Table on Market opportunity by End-user ($ million)
Exhibits56: Chart on Deployment - Market share 2022-2027 (%)
Exhibits57: Data Table on Deployment - Market share 2022-2027 (%)
Exhibits58: Chart on Comparison by Deployment
Exhibits59: Data Table on Comparison by Deployment
Exhibits60: Chart on Cloud-based - Market size and forecast 2022-2027 ($ million)
Exhibits61: Data Table on Cloud-based - Market size and forecast 2022-2027 ($ million)
Exhibits62: Chart on Cloud-based - Year-over-year growth 2022-2027 (%)
Exhibits63: Data Table on Cloud-based - Year-over-year growth 2022-2027 (%)
Exhibits64: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
Exhibits65: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
Exhibits66: Chart on On-premise - Year-over-year growth 2022-2027 (%)
Exhibits67: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
Exhibits68: Market opportunity by Deployment ($ million)
Exhibits69: Data Table on Market opportunity by Deployment ($ million)
Exhibits70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits71: Chart on Market share by geography 2022-2027 (%)
Exhibits72: Data Table on Market share by geography 2022-2027 (%)
Exhibits73: Chart on Geographic comparison
Exhibits74: Data Table on Geographic comparison
Exhibits75: Chart on North America - Market size and forecast 2022-2027 ($ million)
Exhibits76: Data Table on North America - Market size and forecast 2022-2027 ($ million)
Exhibits77: Chart on North America - Year-over-year growth 2022-2027 (%)
Exhibits78: Data Table on North America - Year-over-year growth 2022-2027 (%)
Exhibits79: Chart on Europe - Market size and forecast 2022-2027 ($ million)
Exhibits80: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
Exhibits81: Chart on Europe - Year-over-year growth 2022-2027 (%)
Exhibits82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
Exhibits83: Chart on APAC - Market size and forecast 2022-2027 ($ million)
Exhibits84: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
Exhibits85: Chart on APAC - Year-over-year growth 2022-2027 (%)
Exhibits86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
Exhibits87: Chart on South America - Market size and forecast 2022-2027 ($ million)
Exhibits88: Data Table on South America - Market size and forecast 2022-2027 ($ million)
Exhibits89: Chart on South America - Year-over-year growth 2022-2027 (%)
Exhibits90: Data Table on South America - Year-over-year growth 2022-2027 (%)
Exhibits91: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
Exhibits92: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
Exhibits93: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibits94: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibits95: Chart on US - Market size and forecast 2022-2027 ($ million)
Exhibits96: Data Table on US - Market size and forecast 2022-2027 ($ million)
Exhibits97: Chart on US - Year-over-year growth 2022-2027 (%)
Exhibits98: Data Table on US - Year-over-year growth 2022-2027 (%)
Exhibits99: Chart on China - Market size and forecast 2022-2027 ($ million)
Exhibits100: Data Table on China - Market size and forecast 2022-2027 ($ million)
Exhibits101: Chart on China - Year-over-year growth 2022-2027 (%)
Exhibits102: Data Table on China - Year-over-year growth 2022-2027 (%)
Exhibits103: Chart on Germany - Market size and forecast 2022-2027 ($ million)
Exhibits104: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
Exhibits105: Chart on Germany - Year-over-year growth 2022-2027 (%)
Exhibits106: Data Table on Germany - Year-over-year growth 2022-2027 (%)
Exhibits107: Chart on UK - Market size and forecast 2022-2027 ($ million)
Exhibits108: Data Table on UK - Market size and forecast 2022-2027 ($ million)
Exhibits109: Chart on UK - Year-over-year growth 2022-2027 (%)
Exhibits110: Data Table on UK - Year-over-year growth 2022-2027 (%)
Exhibits111: Chart on Japan - Market size and forecast 2022-2027 ($ million)
Exhibits112: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
Exhibits113: Chart on Japan - Year-over-year growth 2022-2027 (%)
Exhibits114: Data Table on Japan - Year-over-year growth 2022-2027 (%)
Exhibits115: Market opportunity by geography ($ million)
Exhibits116: Data Tables on Market opportunity by geography ($ million)
Exhibits117: Impact of drivers and challenges in 2022 and 2027
Exhibits118: Overview on Criticality of inputs and Factors of differentiation
Exhibits119: Overview on factors of disruption
Exhibits120: Impact of key risks on business
Exhibits121: Vendors covered
Exhibits122: Matrix on vendor position and classification
Exhibits123: Altair Engineering Inc. - Overview
Exhibits124: Altair Engineering Inc. - Business segments
Exhibits125: Altair Engineering Inc. - Key news
Exhibits126: Altair Engineering Inc. - Key offerings
Exhibits127: Altair Engineering Inc. - Segment focus
Exhibits128: Alteryx Inc. - Overview
Exhibits129: Alteryx Inc. - Product / Service
Exhibits130: Alteryx Inc. - Key news
Exhibits131: Alteryx Inc. - Key offerings
Exhibits132: Amazon.com Inc. - Overview
Exhibits133: Amazon.com Inc. - Business segments
Exhibits134: Amazon.com Inc. - Key news
Exhibits135: Amazon.com Inc. - Key offerings
Exhibits136: Amazon.com Inc. - Segment focus
Exhibits137: Cloudera Inc. - Overview
Exhibits138: Cloudera Inc. - Business segments
Exhibits139: Cloudera Inc. - Key news
Exhibits140: Cloudera Inc. - Key offerings
Exhibits141: Cloudera Inc. - Segment focus
Exhibits142: Fair Isaac Corp. - Overview
Exhibits143: Fair Isaac Corp. - Business segments
Exhibits144: Fair Isaac Corp. - Key news
Exhibits145: Fair Isaac Corp. - Key offerings
Exhibits146: Fair Isaac Corp. - Segment focus
Exhibits147: Hewlett Packard Enterprise Co. - Overview
Exhibits148: Hewlett Packard Enterprise Co. - Business segments
Exhibits149: Hewlett Packard Enterprise Co. - Key news
Exhibits150: Hewlett Packard Enterprise Co. - Key offerings
Exhibits151: Hewlett Packard Enterprise Co. - Segment focus
Exhibits152: International Business Machines Corp. - Overview
Exhibits153: International Business Machines Corp. - Business segments
Exhibits154: International Business Machines Corp. - Key news
Exhibits155: International Business Machines Corp. - Key offerings
Exhibits156: International Business Machines Corp. - Segment focus
Exhibits157: KNIME AG - Overview
Exhibits158: KNIME AG - Product / Service
Exhibits159: KNIME AG - Key offerings
Exhibits160: Microsoft Corp. - Overview
Exhibits161: Microsoft Corp. - Business segments
Exhibits162: Microsoft Corp. - Key news
Exhibits163: Microsoft Corp. - Key offerings
Exhibits164: Microsoft Corp. - Segment focus
Exhibits165: Oracle Corp. - Overview
Exhibits166: Oracle Corp. - Business segments
Exhibits167: Oracle Corp. - Key news
Exhibits168: Oracle Corp. - Key offerings
Exhibits169: Oracle Corp. - Segment focus
Exhibits170: Salesforce Inc. - Overview
Exhibits171: Salesforce Inc. - Product / Service
Exhibits172: Salesforce Inc. - Key news
Exhibits173: Salesforce Inc. - Key offerings
Exhibits174: SAP SE - Overview
Exhibits175: SAP SE - Business segments
Exhibits176: SAP SE - Key news
Exhibits177: SAP SE - Key offerings
Exhibits178: SAP SE - Segment focus
Exhibits179: SAS Institute Inc. - Overview
Exhibits180: SAS Institute Inc. - Product / Service
Exhibits181: SAS Institute Inc. - Key news
Exhibits182: SAS Institute Inc. - Key offerings
Exhibits183: Teradata Corp. - Overview
Exhibits184: Teradata Corp. - Business segments
Exhibits185: Teradata Corp. - Key offerings
Exhibits186: Teradata Corp. - Segment focus
Exhibits187: TIBCO Software Inc. - Overview
Exhibits188: TIBCO Software Inc. - Product / Service
Exhibits189: TIBCO Software Inc. - Key offerings
Exhibits190: Inclusions checklist
Exhibits191: Exclusions checklist
Exhibits192: Currency conversion rates for US$
Exhibits193: Research methodology
Exhibits194: Validation techniques employed for market sizing
Exhibits195: Information sources
Exhibits196: List of abbreviations