资料作成工具的全球市场 2023-2027

资料作成工具市场在2022-2027年将成长到66亿5,971万美元，在预测期间内的年复合成长率预测将为22.9％。

本报告提供资料作成工具市场整体分析，提供市场规模与预测，趋势，网罗了成长促进因素·课题，再加上约25家供应商分析。

同时本报告还提供当前全球市场趋势与推动因素以及整体市场环境的最新分析。市场成长的主要因素有有助于预测分析的数据创作工具、对提高业务效率不断增长的需求以及数据的指数级增长。

目录

第1章 摘要整理

• 市场概要

第2章 市场形势

• 市场生态系统

第3章 市场规模

• 市场定义
• 市场区隔分析
• 市场规模 2022
• 市场预测 2022-2027

第4章 市场规模实际成果

• 资料作成工具的全球市场 2017-2021
• 展开市场区隔分析 2017-2021
• 平台市场区隔分析 2017-2021
• 各地区市场区隔分析 2017-2021
• 各国市场区隔分析 2017-2021

第5章 波特的五力分析

• 五力的摘要
• 买方议价能力
• 供给企业谈判力
• 新加入厂商业者的威胁
• 替代品的威胁
• 竞争的威胁
• 市场情况

第6章 市场区隔:各部署

• 市场区隔
• 比较:各部署
• 内部部署:市场规模与预测 2022-2027
• 云端:市场规模与预测 2022-2027
• 市场机会:各部署

第7章 市场区隔:各平台

• 市场区隔
• 比较:各平台
• 资料整合:市场规模与预测 2022-2027
• 自助服务:市场规模与预测 2022-2027
• 市场机会:各平台

第8章 客户形势

• 客户形势概要

第9章 各地区形势

• 各地区市场区隔
• 各地区比较
• 北美:市场规模与预测 2022-2027
• 欧洲:市场规模与预测 2022-2027
• 亚太地区:市场规模与预测 2022-2027
• 南美:市场规模与预测 2022-2027
• 中东·非洲:市场规模与预测 2022-2027
• 美国:市场规模与预测 2022-2027
• 英国:市场规模与预测 2022-2027
• 德国:市场规模与预测 2022-2027
• 中国:市场规模与预测 2022-2027
• 加拿大:市场规模与预测 2022-2027
• 各地区形势市场机会

第10章 促进因素，课题，及趋势

• 推动市场要素
• 市场课题
• 推动因素与课题的影响
• 市场趋势

第11章 业者情势

• 概要
• 业者情势
• 混乱状况
• 产业的风险

第12章 供应商分析

• 交易厂商
• 供应商的市场定位
• Alation Inc.
• Altair Engineering Inc.
• Alteryx Inc.
• Datawatch Systems Inc.
• International Business Machines Corp.
• Informatica Inc.
• Microsoft Corp.
• MicroStrategy Inc.
• Precisely
• QlikTech international AB
• Salesforce.com Inc.
• SAP SE
• SAS Institute Inc.
• Talend Inc
• TIBCO Software Inc.

第13章 附录

The data preparation tools market is forecasted to grow by USD 6,659.71 mn during 2022-2027, accelerating at a CAGR of 22.9% during the forecast period. The report on the data preparation tools market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by data preparation tools helping in predictive analytics, the rising need to improve business efficiency, and the exponential increase in data.

Technavio's data preparation tools market is segmented as below:

By Deployment

• On-premise
• Cloud

By Platform

• Data integration
• Self-service

By Geographical Landscape

• North America
• Europe
• APAC
• South America
• Middle East and Africa

This study identifies the increasing number of organizations harnessing the advantages of data preparation tools as one of the prime reasons driving the data preparation tools market growth during the next few years. Also, the prevalence of the Internet and increased use of linked and integrated technologies, and the requirement of advanced analytics for operational efficiency will lead to sizable demand in the market.

The report on the data preparation tools market covers the following areas:

• Data preparation tools market sizing
• Data preparation tools market forecast
• Data preparation tools market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading data preparation tools market vendors that include Alation Inc., Altair Engineering Inc., Alteryx Inc., Crate.io Inc., Datameer Inc., 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, and TIBCO Software Inc.. Also, the data preparation tools market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
• Exhibit 01: Executive Summary - Chart on Market Overview
• Exhibit 02: Executive Summary - Data Table on Market Overview
• Exhibit 03: Executive Summary - Chart on Global Market Characteristics
• Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape
• Exhibit 05: Executive Summary - Chart on Market Segmentation by Deployment
• Exhibit 06: Executive Summary - Chart on Market Segmentation by Platform
• Exhibit 07: Executive Summary - Chart on Incremental Growth
• Exhibit 08: Executive Summary - Data Table on Incremental Growth
• Exhibit 09: Executive Summary - Chart on Vendor Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
• Exhibit 10: Parent market
• Exhibit 11: Market Characteristics

3 Market Sizing

• 3.1 Market definition
• Exhibit 12: Offerings of vendors included in the market definition
• 3.2 Market segment analysis
• Exhibit 13: Market segments
• 3.3 Market size 2022
• 3.4 Market outlook: Forecast for 2022-2027
• Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

4 Historic Market Size

• 4.1 Global data preparation tools market 2017 - 2021
• Exhibit 18: Historic Market Size - Data Table on global data preparation tools market 2017 - 2021 ($ million)
• 4.2 Deployment Segment Analysis 2017 - 2021
• Exhibit 19: Historic Market Size - Deployment Segment 2017 - 2021 ($ million)
• 4.3 Platform Segment Analysis 2017 - 2021
• Exhibit 20: Historic Market Size - Platform Segment 2017 - 2021 ($ million)
• 4.4 Geography Segment Analysis 2017 - 2021
• Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
• 4.5 Country Segment Analysis 2017 - 2021
• Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
• Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
• 5.2 Bargaining power of buyers
• Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
• 5.3 Bargaining power of suppliers
• Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
• 5.4 Threat of new entrants
• Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027
• 5.5 Threat of substitutes
• Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027
• 5.6 Threat of rivalry
• Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027
• 5.7 Market condition
• Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

6 Market Segmentation by Deployment

• 6.1 Market segments
• Exhibit 30: Chart on Deployment - Market share 2022-2027 (%)
• Exhibit 31: Data Table on Deployment - Market share 2022-2027 (%)
• 6.2 Comparison by Deployment
• Exhibit 32: Chart on Comparison by Deployment
• Exhibit 33: Data Table on Comparison by Deployment
• 6.3 On-premise - Market size and forecast 2022-2027
• Exhibit 34: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
• Exhibit 35: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
• Exhibit 36: Chart on On-premise - Year-over-year growth 2022-2027 (%)
• Exhibit 37: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
• 6.4 Cloud - Market size and forecast 2022-2027
• Exhibit 38: Chart on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibit 39: Data Table on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibit 40: Chart on Cloud - Year-over-year growth 2022-2027 (%)
• Exhibit 41: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
• 6.5 Market opportunity by Deployment
• Exhibit 42: Market opportunity by Deployment ($ million)
• Exhibit 43: Data Table on Market opportunity by Deployment ($ million)

7 Market Segmentation by Platform

• 7.1 Market segments
• Exhibit 44: Chart on Platform - Market share 2022-2027 (%)
• Exhibit 45: Data Table on Platform - Market share 2022-2027 (%)
• 7.2 Comparison by Platform
• Exhibit 46: Chart on Comparison by Platform
• Exhibit 47: Data Table on Comparison by Platform
• 7.3 Data integration - Market size and forecast 2022-2027
• Exhibit 48: Chart on Data integration - Market size and forecast 2022-2027 ($ million)
• Exhibit 49: Data Table on Data integration - Market size and forecast 2022-2027 ($ million)
• Exhibit 50: Chart on Data integration - Year-over-year growth 2022-2027 (%)
• Exhibit 51: Data Table on Data integration - Year-over-year growth 2022-2027 (%)
• 7.4 Self-service - Market size and forecast 2022-2027
• Exhibit 52: Chart on Self-service - Market size and forecast 2022-2027 ($ million)
• Exhibit 53: Data Table on Self-service - Market size and forecast 2022-2027 ($ million)
• Exhibit 54: Chart on Self-service - Year-over-year growth 2022-2027 (%)
• Exhibit 55: Data Table on Self-service - Year-over-year growth 2022-2027 (%)
• 7.5 Market opportunity by Platform
• Exhibit 56: Market opportunity by Platform ($ million)
• Exhibit 57: Data Table on Market opportunity by Platform ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview
• Exhibit 58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
• Exhibit 59: Chart on Market share By Geographical Landscape 2022-2027 (%)
• Exhibit 60: Data Table on Market share By Geographical Landscape 2022-2027 (%)
• 9.2 Geographic comparison
• Exhibit 61: Chart on Geographic comparison
• Exhibit 62: Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2022-2027
• Exhibit 63: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 64: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 65: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibit 66: Data Table on North America - Year-over-year growth 2022-2027 (%)
• 9.4 Europe - Market size and forecast 2022-2027
• Exhibit 67: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 68: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 69: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibit 70: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• 9.5 APAC - Market size and forecast 2022-2027
• Exhibit 71: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 72: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 73: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibit 74: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• 9.6 South America - Market size and forecast 2022-2027
• Exhibit 75: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 76: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 77: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibit 78: Data Table on South America - Year-over-year growth 2022-2027 (%)
• 9.7 Middle East and Africa - Market size and forecast 2022-2027
• Exhibit 79: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 80: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 81: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibit 82: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• 9.8 US - Market size and forecast 2022-2027
• Exhibit 83: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 84: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 85: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibit 86: Data Table on US - Year-over-year growth 2022-2027 (%)
• 9.9 UK - Market size and forecast 2022-2027
• Exhibit 87: Chart on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 88: Data Table on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 89: Chart on UK - Year-over-year growth 2022-2027 (%)
• Exhibit 90: Data Table on UK - Year-over-year growth 2022-2027 (%)
• 9.10 Germany - Market size and forecast 2022-2027
• Exhibit 91: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 92: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 93: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibit 94: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• 9.11 China - Market size and forecast 2022-2027
• Exhibit 95: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 96: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 97: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibit 98: Data Table on China - Year-over-year growth 2022-2027 (%)
• 9.12 Canada - Market size and forecast 2022-2027
• Exhibit 99: Chart on Canada - Market size and forecast 2022-2027 ($ million)
• Exhibit 100: Data Table on Canada - Market size and forecast 2022-2027 ($ million)
• Exhibit 101: Chart on Canada - Year-over-year growth 2022-2027 (%)
• Exhibit 102: Data Table on Canada - Year-over-year growth 2022-2027 (%)
• 9.13 Market opportunity By Geographical Landscape
• Exhibit 103: Market opportunity By Geographical Landscape ($ million)
• Exhibit 104: Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Trends

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
• Exhibit 105: Impact of drivers and challenges in 2022 and 2027
• 10.4 Market trends

11 Vendor Landscape

• 11.1 Overview
• 11.2 Vendor landscape
• Exhibit 106: Overview on Criticality of inputs and Factors of differentiation
• 11.3 Landscape disruption
• Exhibit 107: Overview on factors of disruption
• 11.4 Industry risks
• Exhibit 108: Impact of key risks on business

12 Vendor Analysis

• 12.1 Vendors covered
• Exhibit 109: Vendors covered
• 12.2 Market positioning of vendors
• Exhibit 110: Matrix on vendor position and classification
• 12.3 Alation Inc.
• Exhibit 111: Alation Inc. - Overview
• Exhibit 112: Alation Inc. - Product / Service
• Exhibit 113: Alation Inc. - Key offerings
• 12.4 Altair Engineering Inc.
• Exhibit 114: Altair Engineering Inc. - Overview
• Exhibit 115: Altair Engineering Inc. - Business segments
• Exhibit 116: Altair Engineering Inc. - Key offerings
• Exhibit 117: Altair Engineering Inc. - Segment focus
• 12.5 Alteryx Inc.
• Exhibit 118: Alteryx Inc. - Overview
• Exhibit 119: Alteryx Inc. - Product / Service
• Exhibit 120: Alteryx Inc. - Key news
• Exhibit 121: Alteryx Inc. - Key offerings
• 12.6 Datawatch Systems Inc.
• Exhibit 122: Datawatch Systems Inc. - Overview
• Exhibit 123: Datawatch Systems Inc. - Product / Service
• Exhibit 124: Datawatch Systems Inc. - Key offerings
• 12.7 International Business Machines Corp.
• Exhibit 125: International Business Machines Corp. - Overview
• Exhibit 126: International Business Machines Corp. - Business segments
• Exhibit 127: International Business Machines Corp. - Key news
• Exhibit 128: International Business Machines Corp. - Key offerings
• Exhibit 129: International Business Machines Corp. - Segment focus
• 12.8 Informatica Inc.
• Exhibit 130: Informatica Inc. - Overview
• Exhibit 131: Informatica Inc. - Product / Service
• Exhibit 132: Informatica Inc. - Key offerings
• 12.9 Microsoft Corp.
• Exhibit 133: Microsoft Corp. - Overview
• Exhibit 134: Microsoft Corp. - Business segments
• Exhibit 135: Microsoft Corp. - Key news
• Exhibit 136: Microsoft Corp. - Key offerings
• Exhibit 137: Microsoft Corp. - Segment focus
• 12.10 MicroStrategy Inc.
• Exhibit 138: MicroStrategy Inc. - Overview
• Exhibit 139: MicroStrategy Inc. - Product / Service
• Exhibit 140: MicroStrategy Inc. - Key offerings
• 12.11 Precisely
• Exhibit 141: Precisely - Overview
• Exhibit 142: Precisely - Product / Service
• Exhibit 143: Precisely - Key news
• Exhibit 144: Precisely - Key offerings
• 12.12 QlikTech international AB
• Exhibit 145: QlikTech international AB - Overview
• Exhibit 146: QlikTech international AB - Product / Service
• Exhibit 147: QlikTech international AB - Key offerings
• 12.13 Salesforce.com Inc.
• Exhibit 148: Salesforce.com Inc. - Overview
• Exhibit 149: Salesforce.com Inc. - Product / Service
• Exhibit 150: Salesforce.com Inc. - Key news
• Exhibit 151: Salesforce.com Inc. - Key offerings
• 12.14 SAP SE
• Exhibit 152: SAP SE - Overview
• Exhibit 153: SAP SE - Business segments
• Exhibit 154: SAP SE - Key news
• Exhibit 155: SAP SE - Key offerings
• Exhibit 156: SAP SE - Segment focus
• 12.15 SAS Institute Inc.
• Exhibit 157: SAS Institute Inc. - Overview
• Exhibit 158: SAS Institute Inc. - Product / Service
• Exhibit 159: SAS Institute Inc. - Key news
• Exhibit 160: SAS Institute Inc. - Key offerings
• 12.16 Talend Inc
• Exhibit 161: Talend Inc - Overview
• Exhibit 162: Talend Inc - Product / Service
• Exhibit 163: Talend Inc - Key offerings
• 12.17 TIBCO Software Inc.
• Exhibit 164: TIBCO Software Inc. - Overview
• Exhibit 165: TIBCO Software Inc. - Product / Service
• Exhibit 166: TIBCO Software Inc. - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
• Exhibit 167: Inclusions checklist
• Exhibit 168: Exclusions checklist
• 13.3 Currency conversion rates for US$
• Exhibit 169: Currency conversion rates for US$
• 13.4 Research methodology
• Exhibit 170: Research methodology
• Exhibit 171: Validation techniques employed for market sizing
• Exhibit 172: Information sources
• 13.5 List of abbreviations
• 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