세계의 데이터 준비 툴 시장(2024-2028년)

The data preparation tools market is forecasted to grow by USD 13628.9 mn during 2023-2028, accelerating at a CAGR of 32.14% 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, rising need to improve business efficiency, and exponential increase in data.

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

ByDeployment

• On-premise
• Cloud

ByPlatform

• Data integration
• Self-service

ByGeography

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

This study identifies the increasing number of organizations harnessing advantages of data preparation tools as one of the prime reasons driving the data preparation tools market growth during the next few years. Also, prevalence of internet and increased use of linked and integrated technologies and 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., Informatica Inc., International Business Machines Corp., Microsoft Corp., MicroStrategy Inc., Precisely, QlikTech international AB, Quest Software Inc., Salesforce 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 the 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
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Market Segmentation by Platform
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 2.2 Market characteristics
  • Market characteristics analysis
• 2.3 Value chain analysis
  • Value Chain Analysis

3 Market Sizing

• 3.1 Market definition
  • Offerings of companies included in the market definition
• 3.2 Market segment analysis
  • Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
  • Chart on Global - Market size and forecast 2023-2028 ($ million)
  • Data Table on Global - Market size and forecast 2023-2028 ($ million)
  • Chart on Global Market: Year-over-year growth 2023-2028 (%)
  • Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global Data Preparation Tools Market 2018 - 2022
  • Historic Market Size - Data Table on Global Data Preparation Tools Market 2018 - 2022 ($ million)
• 4.2 Deployment segment analysis 2018 - 2022
  • Historic Market Size - Deployment Segment 2018 - 2022 ($ million)
• 4.3 Platform segment analysis 2018 - 2022
  • Historic Market Size - Platform Segment 2018 - 2022 ($ million)
• 4.4 Geography segment analysis 2018 - 2022
  • Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• 4.5 Country segment analysis 2018 - 2022
  • Historic Market Size - Country Segment 2018 - 2022 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
  • Five forces analysis - Comparison between 2023 and 2028
• 5.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2023 and 2028
• 5.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• 5.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2023 and 2028
• 5.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2023 and 2028
• 5.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2023 and 2028
• 5.7 Market condition
  • Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by Deployment

• 6.1 Market segments
  • Chart on Deployment - Market share 2023-2028 (%)
  • Data Table on Deployment - Market share 2023-2028 (%)
• 6.2 Comparison by Deployment
  • Chart on Comparison by Deployment
  • Data Table on Comparison by Deployment
• 6.3 On-premise - Market size and forecast 2023-2028
  • Chart on On-premise - Market size and forecast 2023-2028 ($ million)
  • Data Table on On-premise - Market size and forecast 2023-2028 ($ million)
  • Chart on On-premise - Year-over-year growth 2023-2028 (%)
  • Data Table on On-premise - Year-over-year growth 2023-2028 (%)
• 6.4 Cloud - Market size and forecast 2023-2028
  • Chart on Cloud - Market size and forecast 2023-2028 ($ million)
  • Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
  • Chart on Cloud - Year-over-year growth 2023-2028 (%)
  • Data Table on Cloud - Year-over-year growth 2023-2028 (%)
• 6.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)
  • Data Table on Market opportunity by Deployment ($ million)

7 Market Segmentation by Platform

• 7.1 Market segments
  • Chart on Platform - Market share 2023-2028 (%)
  • Data Table on Platform - Market share 2023-2028 (%)
• 7.2 Comparison by Platform
  • Chart on Comparison by Platform
  • Data Table on Comparison by Platform
• 7.3 Data integration - Market size and forecast 2023-2028
  • Chart on Data integration - Market size and forecast 2023-2028 ($ million)
  • Data Table on Data integration - Market size and forecast 2023-2028 ($ million)
  • Chart on Data integration - Year-over-year growth 2023-2028 (%)
  • Data Table on Data integration - Year-over-year growth 2023-2028 (%)
• 7.4 Self-service - Market size and forecast 2023-2028
  • Chart on Self-service - Market size and forecast 2023-2028 ($ million)
  • Data Table on Self-service - Market size and forecast 2023-2028 ($ million)
  • Chart on Self-service - Year-over-year growth 2023-2028 (%)
  • Data Table on Self-service - Year-over-year growth 2023-2028 (%)
• 7.5 Market opportunity by Platform
  • Market opportunity by Platform ($ million)
  • Data Table on Market opportunity by Platform ($ million)

8 Customer Landscape

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

9 Geographic Landscape

• 9.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2023-2028 (%)
  • Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
  • Chart on North America - Market size and forecast 2023-2028 ($ million)
  • Data Table on North America - Market size and forecast 2023-2028 ($ million)
  • Chart on North America - Year-over-year growth 2023-2028 (%)
  • Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 Europe - Market size and forecast 2023-2028
  • Chart on Europe - Market size and forecast 2023-2028 ($ million)
  • Data Table on Europe - Market size and forecast 2023-2028 ($ million)
  • Chart on Europe - Year-over-year growth 2023-2028 (%)
  • Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.5 APAC - Market size and forecast 2023-2028
  • Chart on APAC - Market size and forecast 2023-2028 ($ million)
  • Data Table on APAC - Market size and forecast 2023-2028 ($ million)
  • Chart on APAC - Year-over-year growth 2023-2028 (%)
  • Data Table on APAC - Year-over-year growth 2023-2028 (%)
• 9.6 South America - Market size and forecast 2023-2028
  • Chart on South America - Market size and forecast 2023-2028 ($ million)
  • Data Table on South America - Market size and forecast 2023-2028 ($ million)
  • Chart on South America - Year-over-year growth 2023-2028 (%)
  • Data Table on South America - Year-over-year growth 2023-2028 (%)
• 9.7 Middle East and Africa - Market size and forecast 2023-2028
  • Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• 9.8 US - Market size and forecast 2023-2028
  • Chart on US - Market size and forecast 2023-2028 ($ million)
  • Data Table on US - Market size and forecast 2023-2028 ($ million)
  • Chart on US - Year-over-year growth 2023-2028 (%)
  • Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.9 UK - Market size and forecast 2023-2028
  • Chart on UK - Market size and forecast 2023-2028 ($ million)
  • Data Table on UK - Market size and forecast 2023-2028 ($ million)
  • Chart on UK - Year-over-year growth 2023-2028 (%)
  • Data Table on UK - Year-over-year growth 2023-2028 (%)
• 9.10 Germany - Market size and forecast 2023-2028
  • Chart on Germany - Market size and forecast 2023-2028 ($ million)
  • Data Table on Germany - Market size and forecast 2023-2028 ($ million)
  • Chart on Germany - Year-over-year growth 2023-2028 (%)
  • Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.11 China - Market size and forecast 2023-2028
  • Chart on China - Market size and forecast 2023-2028 ($ million)
  • Data Table on China - Market size and forecast 2023-2028 ($ million)
  • Chart on China - Year-over-year growth 2023-2028 (%)
  • Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.12 Canada - Market size and forecast 2023-2028
  • Chart on Canada - Market size and forecast 2023-2028 ($ million)
  • Data Table on Canada - Market size and forecast 2023-2028 ($ million)
  • Chart on Canada - Year-over-year growth 2023-2028 (%)
  • Data Table on Canada - Year-over-year growth 2023-2028 (%)
• 9.13 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Opportunity/Restraints

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2023 and 2028
• 10.4 Market opportunities/restraints

11 Competitive Landscape

• 11.1 Overview
• 11.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 11.3 Landscape disruption
  • Overview on factors of disruption
• 11.4 Industry risks
  • Impact of key risks on business

12 Competitive Analysis

• 12.1 Companies profiled
  • Companies covered
• 12.2 Market positioning of companies
  • Matrix on companies position and classification
• 12.3 Alation Inc.
  • Alation Inc. - Overview
  • Alation Inc. - Product / Service
  • Alation Inc. - Key offerings
• 12.4 Altair Engineering Inc.
  • Altair Engineering Inc. - Overview
  • Altair Engineering Inc. - Business segments
  • Altair Engineering Inc. - Key news
  • Altair Engineering Inc. - Key offerings
  • Altair Engineering Inc. - Segment focus
• 12.5 Alteryx Inc.
  • Alteryx Inc. - Overview
  • Alteryx Inc. - Product / Service
  • Alteryx Inc. - Key news
  • Alteryx Inc. - Key offerings
• 12.6 Datawatch Systems Inc.
  • Datawatch Systems Inc. - Overview
  • Datawatch Systems Inc. - Product / Service
  • Datawatch Systems Inc. - Key offerings
• 12.7 Informatica Inc.
  • Informatica Inc. - Overview
  • Informatica Inc. - Product / Service
  • Informatica Inc. - Key news
  • Informatica Inc. - Key offerings
• 12.8 International Business Machines Corp.
  • International Business Machines Corp. - Overview
  • International Business Machines Corp. - Business segments
  • International Business Machines Corp. - Key news
  • International Business Machines Corp. - Key offerings
  • International Business Machines Corp. - Segment focus
• 12.9 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
• 12.10 MicroStrategy Inc.
  • MicroStrategy Inc. - Overview
  • MicroStrategy Inc. - Product / Service
  • MicroStrategy Inc. - Key offerings
• 12.11 Precisely
  • Precisely - Overview
  • Precisely - Product / Service
  • Precisely - Key offerings
• 12.12 QlikTech international AB
  • QlikTech international AB - Overview
  • QlikTech international AB - Product / Service
  • QlikTech international AB - Key offerings
• 12.13 Salesforce Inc.
  • Salesforce Inc. - Overview
  • Salesforce Inc. - Product / Service
  • Salesforce Inc. - Key news
  • Salesforce Inc. - Key offerings
• 12.14 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
• 12.15 SAS Institute Inc.
  • SAS Institute Inc. - Overview
  • SAS Institute Inc. - Product / Service
  • SAS Institute Inc. - Key news
  • SAS Institute Inc. - Key offerings
• 12.16 Talend Inc
  • Talend Inc - Overview
  • Talend Inc - Product / Service
  • Talend Inc - Key offerings
• 12.17 TIBCO Software Inc.
  • TIBCO Software Inc. - Overview
  • TIBCO Software Inc. - Product / Service
  • TIBCO Software Inc. - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 13.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 13.4 Research methodology
  • Research methodology
• 13.5 Data procurement
  • Information sources
• 13.6 Data validation
  • Data validation
• 13.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 13.8 Data synthesis
  • Data synthesis
• 13.9 360 degree market analysis
  • 360 degree market analysis
• 13.10 List of abbreviations
  • List of abbreviations