Data Preparation Tools Market Analysis, Size, and Forecast 2024-2028: North America (US and Canada), Europe (France, Germany, Italy, and UK), Middle East and Africa (Egypt, KSA, Oman, and UAE), APAC (China, India, and Japan), South America (Argentina and Brazil), and Rest of World (ROW)

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 Geography
  • 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 Market Segmentation by Function

• 8.1 Market segments
  • Chart on Function - Market share (2023-2028) (%)
  • Data Table on Function - Market share (2023-2028) (%)

• 8.2 Comparison by Function
  • Chart on Comparison by Function
  • Data Table on Comparison by Function

• 8.3 Data Collection - Market size and forecast (2023-2028)
  • Chart on Data Collection - Market size and forecast (2023-2028) ($ million)
  • Data Table on Data Collection - Market size and forecast (2023-2028) ($ million)
  • Chart on Data Collection - Year-over-year growth (2023-2028) (%)
  • Data Table on Data Collection - Year-over-year growth (2023-2028) (%)

• 8.4 Data Cataloging - Market size and forecast (2023-2028)
  • Chart on Data Cataloging - Market size and forecast (2023-2028) ($ million)
  • Data Table on Data Cataloging - Market size and forecast (2023-2028) ($ million)
  • Chart on Data Cataloging - Year-over-year growth (2023-2028) (%)
  • Data Table on Data Cataloging - Year-over-year growth (2023-2028) (%)

• 8.5 Data Quality - Market size and forecast (2023-2028)
  • Chart on Data Quality - Market size and forecast (2023-2028) ($ million)
  • Data Table on Data Quality - Market size and forecast (2023-2028) ($ million)
  • Chart on Data Quality - Year-over-year growth (2023-2028) (%)
  • Data Table on Data Quality - Year-over-year growth (2023-2028) (%)

• 8.6 Data Governance - Market size and forecast (2023-2028)
  • Chart on Data Governance - Market size and forecast (2023-2028) ($ million)
  • Data Table on Data Governance - Market size and forecast (2023-2028) ($ million)
  • Chart on Data Governance - Year-over-year growth (2023-2028) (%)
  • Data Table on Data Governance - Year-over-year growth (2023-2028) (%)

• 8.7 Data Ingestion - Market size and forecast (2023-2028)
  • Chart on Data Ingestion - Market size and forecast (2023-2028) ($ million)
  • Data Table on Data Ingestion - Market size and forecast (2023-2028) ($ million)
  • Chart on Data Ingestion - Year-over-year growth (2023-2028) (%)
  • Data Table on Data Ingestion - Year-over-year growth (2023-2028) (%)

• 8.8 Data Curation - Market size and forecast (2023-2028)
  • Chart on Data Curation - Market size and forecast (2023-2028) ($ million)
  • Data Table on Data Curation - Market size and forecast (2023-2028) ($ million)
  • Chart on Data Curation - Year-over-year growth (2023-2028) (%)
  • Data Table on Data Curation - Year-over-year growth (2023-2028) (%)

• 8.9 Market opportunity by Function
  • Market opportunity by Function ($ million)
  • Data Table on Market opportunity by Function ($ million)

9 Market Segmentation by Industry Vertical

• 9.1 Market segments
  • Chart on Industry Vertical - Market share (2023-2028) (%)
  • Data Table on Industry Vertical - Market share (2023-2028) (%)
  • Chart on Transportation - Market size and forecast (2023-2028) ($ million)
  • Data Table on Transportation - Market size and forecast (2023-2028) ($ million)
  • Chart on Transportation - Year-over-year growth (2023-2028) (%)
  • Data Table on Transportation - Year-over-year growth (2023-2028) (%)

• 9.2 Comparison by Industry Vertical
  • Chart on Comparison by Industry Vertical
  • Data Table on Comparison by Industry Vertical
  • Market opportunity by Industry Vertical ($ million)
  • Data Table on Market opportunity by Industry Vertical ($ million)

• 9.3 IT & Telecom - Market size and forecast (2023-2028)
  • Chart on IT & Telecom - Market size and forecast (2023-2028) ($ million)
  • Data Table on IT & Telecom - Market size and forecast (2023-2028) ($ million)
  • Chart on IT & Telecom - Year-over-year growth (2023-2028) (%)
  • Data Table on IT & Telecom - Year-over-year growth (2023-2028) (%)

• 9.4 BFSI - Market size and forecast (2023-2028)
  • Chart on BFSI - Market size and forecast (2023-2028) ($ million)
  • Data Table on BFSI - Market size and forecast (2023-2028) ($ million)
  • Chart on BFSI - Year-over-year growth (2023-2028) (%)
  • Data Table on BFSI - Year-over-year growth (2023-2028) (%)

• 9.5 Retail & E-commerce - Market size and forecast (2023-2028)
  • Chart on Retail & E-commerce - Market size and forecast (2023-2028) ($ million)
  • Data Table on Retail & E-commerce - Market size and forecast (2023-2028) ($ million)
  • Chart on Retail & E-commerce - Year-over-year growth (2023-2028) (%)
  • Data Table on Retail & E-commerce - Year-over-year growth (2023-2028) (%)

• 9.6 Healthcare - Market size and forecast (2023-2028)
  • Chart on Healthcare - Market size and forecast (2023-2028) ($ million)
  • Data Table on Healthcare - Market size and forecast (2023-2028) ($ million)
  • Chart on Healthcare - Year-over-year growth (2023-2028) (%)
  • Data Table on Healthcare - Year-over-year growth (2023-2028) (%)

• 9.7 Government - Market size and forecast (2023-2028)
  • Chart on Government - Market size and forecast (2023-2028) ($ million)
  • Data Table on Government - Market size and forecast (2023-2028) ($ million)
  • Chart on Government - Year-over-year growth (2023-2028) (%)
  • Data Table on Government - Year-over-year growth (2023-2028) (%)

• 9.8 Manufacturing - Market size and forecast (2023-2028)
  • Chart on Manufacturing - Market size and forecast (2023-2028) ($ million)
  • Data Table on Manufacturing - Market size and forecast (2023-2028) ($ million)
  • Chart on Manufacturing - Year-over-year growth (2023-2028) (%)
  • Data Table on Manufacturing - Year-over-year growth (2023-2028) (%)

• 9.9 Energy & Utilities - Market size and forecast (2023-2028)
  • Chart on Energy & Utilities - Market size and forecast (2023-2028) ($ million)
  • Data Table on Energy & Utilities - Market size and forecast (2023-2028) ($ million)
  • Chart on Energy & Utilities - Year-over-year growth (2023-2028) (%)
  • Data Table on Energy & Utilities - Year-over-year growth (2023-2028) (%)

10 Customer Landscape

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

11 Geographic Landscape

• 11.1 Geographic segmentation
  • Chart on Market share by geography 2023-2028 (%)
  • Data Table on Market share by geography 2023-2028 (%)

• 11.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison

• 11.3 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 (%)

• 11.4 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 (%)

• 11.5 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 (%)

• 11.6 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 (%)

• 11.7 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 (%)

• 11.8 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 (%)

• 11.9 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 (%)

• 11.10 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 (%)

• 11.11 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 (%)

• 11.12 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 (%)

• 11.13 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

• 11.14 Italy - Market size and forecast (2023-2028)
  • Chart on Italy - Market size and forecast (2023-2028) ($ million)
  • Data Table on Italy - Market size and forecast (2023-2028) ($ million)
  • Chart on Italy - Year-over-year growth (2023-2028) (%)
  • Data Table on Italy - Year-over-year growth (2023-2028) (%)

• 11.15 France - Market size and forecast (2023-2028)
  • Chart on France - Market size and forecast (2023-2028) ($ million)
  • Data Table on France - Market size and forecast (2023-2028) ($ million)
  • Chart on France - Year-over-year growth (2023-2028) (%)
  • Data Table on France - Year-over-year growth (2023-2028) (%)

• 11.16 India - Market size and forecast (2023-2028)
  • Chart on India - Market size and forecast (2023-2028) ($ million)
  • Data Table on India - Market size and forecast (2023-2028) ($ million)
  • Chart on India - Year-over-year growth (2023-2028) (%)
  • Data Table on India - Year-over-year growth (2023-2028) (%)

• 11.17 Japan - Market size and forecast (2023-2028)
  • Chart on Japan - Market size and forecast (2023-2028) ($ million)
  • Data Table on Japan - Market size and forecast (2023-2028) ($ million)
  • Chart on Japan - Year-over-year growth (2023-2028) (%)
  • Data Table on Japan - Year-over-year growth (2023-2028) (%)

• 11.18 Brazil - Market size and forecast (2023-2028)
  • Chart on Brazil - Market size and forecast (2023-2028) ($ million)
  • Data Table on Brazil - Market size and forecast (2023-2028) ($ million)
  • Chart on Brazil - Year-over-year growth (2023-2028) (%)
  • Data Table on Brazil - Year-over-year growth (2023-2028) (%)

• 11.19 Egypt - Market size and forecast (2023-2028)
  • Chart on Egypt - Market size and forecast (2023-2028) ($ million)
  • Data Table on Egypt - Market size and forecast (2023-2028) ($ million)
  • Chart on Egypt - Year-over-year growth (2023-2028) (%)
  • Data Table on Egypt - Year-over-year growth (2023-2028) (%)

• 11.20 UAE - Market size and forecast (2023-2028)
  • Chart on UAE - Market size and forecast (2023-2028) ($ million)
  • Data Table on UAE - Market size and forecast (2023-2028) ($ million)
  • Chart on UAE - Year-over-year growth (2023-2028) (%)
  • Data Table on UAE - Year-over-year growth (2023-2028) (%)

• 11.21 Oman - Market size and forecast (2023-2028)
  • Chart on Oman - Market size and forecast (2023-2028) ($ million)
  • Data Table on Oman - Market size and forecast (2023-2028) ($ million)
  • Chart on Oman - Year-over-year growth (2023-2028) (%)
  • Data Table on Oman - Year-over-year growth (2023-2028) (%)

• 11.22 Argentina - Market size and forecast (2023-2028)
  • Chart on Argentina - Market size and forecast (2023-2028) ($ million)
  • Data Table on Argentina - Market size and forecast (2023-2028) ($ million)
  • Chart on Argentina - Year-over-year growth (2023-2028) (%)
  • Data Table on Argentina - Year-over-year growth (2023-2028) (%)

• 11.23 KSA - Market size and forecast (2023-2028)
  • Chart on KSA - Market size and forecast (2023-2028) ($ million)
  • Data Table on KSA - Market size and forecast (2023-2028) ($ million)
  • Chart on KSA - Year-over-year growth (2023-2028) (%)
  • Data Table on KSA - Year-over-year growth (2023-2028) (%)

• 11.24 Rest of World (ROW) - Market size and forecast (2023-2028)
  • Chart on Rest of World (ROW) - Market size and forecast (2023-2028) ($ million)
  • Data Table on Rest of World (ROW) - Market size and forecast (2023-2028) ($ million)
  • Chart on Rest of World (ROW) - Year-over-year growth (2023-2028) (%)
  • Data Table on Rest of World (ROW) - Year-over-year growth (2023-2028) (%)

12 Drivers, Challenges, and Opportunity/Restraints

• 12.1 Market drivers

• 12.2 Market challenges

• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2023 and 2028

• 12.4 Market opportunities/restraints

13 Competitive Landscape

• 13.1 Overview

• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation

• 13.3 Landscape disruption
  • Overview on factors of disruption

• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered

• 14.2 Market positioning of companies
  • Matrix on companies position and classification

• 14.3 Alation Inc.
  • Alation Inc. - Overview
  • Alation Inc. - Product / Service
  • Alation Inc. - Key offerings

• 14.4 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

• 14.5 Alteryx Inc.
  • Alteryx Inc. - Overview
  • Alteryx Inc. - Product / Service
  • Alteryx Inc. - Key news
  • Alteryx Inc. - Key offerings

• 14.6 Datawatch Systems Inc.
  • Datawatch Systems Inc. - Overview
  • Datawatch Systems Inc. - Product / Service
  • Datawatch Systems Inc. - Key offerings

• 14.7 Informatica Inc.
  • Informatica Inc. - Overview
  • Informatica Inc. - Product / Service
  • Informatica Inc. - Key news
  • Informatica Inc. - Key offerings

• 14.8 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

• 14.9 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus

• 14.10 MicroStrategy Inc.
  • MicroStrategy Inc. - Overview
  • MicroStrategy Inc. - Product / Service
  • MicroStrategy Inc. - Key offerings

• 14.11 Precisely
  • Precisely - Overview
  • Precisely - Product / Service
  • Precisely - Key offerings

• 14.12 QlikTech international AB
  • QlikTech international AB - Overview
  • QlikTech international AB - Product / Service
  • QlikTech international AB - Key offerings

• 14.13 Salesforce Inc.
  • Salesforce Inc. - Overview
  • Salesforce Inc. - Product / Service
  • Salesforce Inc. - Key news
  • Salesforce Inc. - Key offerings

• 14.14 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus

• 14.15 SAS Institute Inc.
  • SAS Institute Inc. - Overview
  • SAS Institute Inc. - Product / Service
  • SAS Institute Inc. - Key news
  • SAS Institute Inc. - Key offerings

• 14.16 Talend Inc
  • Talend Inc - Overview
  • Talend Inc - Product / Service
  • Talend Inc - Key offerings

• 14.17 TIBCO Software Inc.
  • TIBCO Software Inc. - Overview
  • TIBCO Software Inc. - Product / Service
  • TIBCO Software Inc. - Key offerings

15 Appendix

• 15.1 Scope of the report

• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist

• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$

• 15.4 Research methodology
  • Research methodology

• 15.5 Data procurement
  • Information sources

• 15.6 Data validation
  • Data validation

• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing

• 15.8 Data synthesis
  • Data synthesis

• 15.9 360 degree market analysis
  • 360 degree market analysis

• 15.10 List of abbreviations
  • List of abbreviations

Research Framework

Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

INFORMATION SOURCES

Primary sources

• Manufacturers and suppliers
• Channel partners
• Industry experts
• Strategic decision makers

Secondary sources

• Industry journals and periodicals
• Government data
• Financial reports of key industry players
• Historical data
• Press releases

DATA ANALYSIS

Data Synthesis

• Collation of data
• Estimation of key figures
• Analysis of derived insights

Data Validation

• Triangulation with data models
• Reference against proprietary databases
• Corroboration with industry experts

REPORT WRITING