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PUBLISHER: IMARC | PRODUCT CODE: 1390546
PUBLISHER: IMARC | PRODUCT CODE: 1390546
Data Preparation Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028
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Abstract
The global data preparation market size reached US$ 4.6 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 13.7 Billion by 2028, exhibiting a growth rate (CAGR) of 19.95% during 2022-2028.
Data preparation refers to the process of exploring, combining, organizing, and structuring raw data into curated datasheets. It is mainly used for self-service data integration, science and discovery, and business purposes. It provides consistent and high-quality data to organizations for maximizing their intelligence potential. It assists in standardizing data formats, enriching source data, and removing outliers. As it also aids in making better business decisions, improving data quality, and fixing errors, it finds extensive applications during mergers and acquisitions (M&A) activities worldwide.
Data Preparation Market Trends:
Presently, there is a considerable rise in the volume of data generated by different organizations. This, in confluence with the growing need for profound insights and analysis of consumer behavior and their preferences in real-time, represents one of the key factors catalyzing the demand for data analytics software around the world. Data preparation ensures easy interchangeability, collaboration, and profiling of data. Moreover, as it empowers exploratory analytics, increases analyst productivity, and improves organizational data usage, its application is increasing, especially among telecom, information technology (IT) and retail sectors. Apart from this, the rapid adoption of automation and cloud technologies in enterprises is also contributing to market growth. Furthermore, leading market players are integrating advanced technologies, such as artificial intelligence (AI) and machine learning (ML), with data preparation to read, interpret, and flatten complex data structures. They are also focusing on establishing standards and guidelines for security and their ability to track data lineage and usage, which is creating a favorable market outlook. Besides this, the spread of coronavirus disease (COVID-19) is positively influencing the demand for data preparation software to maintain large datasheets of previous trials and track records of affected patients.
Key Market Segmentation:
IMARC Group provides an analysis of the key trends in each sub-segment of the global data preparation market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on platform, tools, deployment model, enterprise size and end user.
Breakup by Platform:
Self-Service
Data Integration
Breakup by Tools:
Data Collection
Data Cataloguing
Data Quality
Data Governance
Data Ingestion
Data Curation
Breakup by Deployment Model:
On-premises
Cloud-based
Breakup by Enterprise Size:
Small and Medium-sized Enterprises (SMEs)
Large Enterprises
Breakup by End User:
BFSI
Healthcare
Retail and E-Commerce
Manufacturing
Energy and Utilities
IT and Telecommunication
Transportation
Others
Breakup by Region:
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa
Competitive Landscape:
The competitive landscape of the industry has also been examined along with the profiles of the key players being Altair Engineering Inc., Alteryx Inc., Informatica, International Business Machines Corporation, Microsoft Corporation, MicroStrategy Incorporated, Oracle Corporation, Qlik, SAP SE, SAS Institute Inc., Tableau Software LLC (Salesforce.com Inc.) and TIBCO Software Inc.
Key Questions Answered in This Report
- 1. How big is the global data preparation market?
- 2. What is the expected growth rate of the global data preparation market during 2023-2028?
- 3. What are the key factors driving the global data preparation market?
- 4. What has been the impact of COVID-19 on the global data preparation market?
- 5. What is the breakup of the global data preparation market based on the platform?
- 6. What is the breakup of the global data preparation market based on the tools?
- 7. What is the breakup of the global data preparation market based on the deployment model?
- 8. What is the breakup of the global data preparation market based on the enterprise size?
- 9. What is the breakup of the global data preparation market based on the end user?
- 10. What are the key regions in the global data preparation market?
- 11. Who are the key players/companies in the global data preparation market?
Product Code: SR112023A4339
Table of Contents
1 Preface
2 Scope and Methodology
- 2.1 Objectives of the Study
- 2.2 Stakeholders
- 2.3 Data Sources
- 2.3.1 Primary Sources
- 2.3.2 Secondary Sources
- 2.4 Market Estimation
- 2.4.1 Bottom-Up Approach
- 2.4.2 Top-Down Approach
- 2.5 Forecasting Methodology
3 Executive Summary
4 Introduction
- 4.1 Overview
- 4.2 Key Industry Trends
5 Global Data Preparation Market
- 5.1 Market Overview
- 5.2 Market Performance
- 5.3 Impact of COVID-19
- 5.4 Market Forecast
6 Market Breakup by Platform
- 6.1 Self-Service
- 6.1.1 Market Trends
- 6.1.2 Market Forecast
- 6.2 Data Integration
- 6.2.1 Market Trends
- 6.2.2 Market Forecast
7 Market Breakup by Tools
- 7.1 Data Collection
- 7.1.1 Market Trends
- 7.1.2 Market Forecast
- 7.2 Data Cataloguing
- 7.2.1 Market Trends
- 7.2.2 Market Forecast
- 7.3 Data Quality
- 7.3.1 Market Trends
- 7.3.2 Market Forecast
- 7.4 Data Governance
- 7.4.1 Market Trends
- 7.4.2 Market Forecast
- 7.5 Data Ingestion
- 7.5.1 Market Trends
- 7.5.2 Market Forecast
- 7.6 Data Curation
- 7.6.1 Market Trends
- 7.6.2 Market Forecast
8 Market Breakup by Deployment Model
- 8.1 On-premises
- 8.1.1 Market Trends
- 8.1.2 Market Forecast
- 8.2 Cloud-based
- 8.2.1 Market Trends
- 8.2.2 Market Forecast
9 Market Breakup by Enterprise Size
- 9.1 Small and Medium-sized Enterprises (SMEs)
- 9.1.1 Market Trends
- 9.1.2 Market Forecast
- 9.2 Large Enterprises
- 9.2.1 Market Trends
- 9.2.2 Market Forecast
10 Market Breakup by End User
- 10.1 BFSI
- 10.1.1 Market Trends
- 10.1.2 Market Forecast
- 10.2 Healthcare
- 10.2.1 Market Trends
- 10.2.2 Market Forecast
- 10.3 Retail and E-Commerce
- 10.3.1 Market Trends
- 10.3.2 Market Forecast
- 10.4 Manufacturing
- 10.4.1 Market Trends
- 10.4.2 Market Forecast
- 10.5 Energy and Utilities
- 10.5.1 Market Trends
- 10.5.2 Market Forecast
- 10.6 IT and Telecommunication
- 10.6.1 Market Trends
- 10.6.2 Market Forecast
- 10.7 Transportation
- 10.7.1 Market Trends
- 10.7.2 Market Forecast
- 10.8 Others
- 10.8.1 Market Trends
- 10.8.2 Market Forecast
11 Market Breakup by Region
- 11.1 North America
- 11.1.1 United States
- 11.1.1.1 Market Trends
- 11.1.1.2 Market Forecast
- 11.1.2 Canada
- 11.1.2.1 Market Trends
- 11.1.2.2 Market Forecast
- 11.1.1 United States
- 11.2 Asia-Pacific
- 11.2.1 China
- 11.2.1.1 Market Trends
- 11.2.1.2 Market Forecast
- 11.2.2 Japan
- 11.2.2.1 Market Trends
- 11.2.2.2 Market Forecast
- 11.2.3 India
- 11.2.3.1 Market Trends
- 11.2.3.2 Market Forecast
- 11.2.4 South Korea
- 11.2.4.1 Market Trends
- 11.2.4.2 Market Forecast
- 11.2.5 Australia
- 11.2.5.1 Market Trends
- 11.2.5.2 Market Forecast
- 11.2.6 Indonesia
- 11.2.6.1 Market Trends
- 11.2.6.2 Market Forecast
- 11.2.7 Others
- 11.2.7.1 Market Trends
- 11.2.7.2 Market Forecast
- 11.2.1 China
- 11.3 Europe
- 11.3.1 Germany
- 11.3.1.1 Market Trends
- 11.3.1.2 Market Forecast
- 11.3.2 France
- 11.3.2.1 Market Trends
- 11.3.2.2 Market Forecast
- 11.3.3 United Kingdom
- 11.3.3.1 Market Trends
- 11.3.3.2 Market Forecast
- 11.3.4 Italy
- 11.3.4.1 Market Trends
- 11.3.4.2 Market Forecast
- 11.3.5 Spain
- 11.3.5.1 Market Trends
- 11.3.5.2 Market Forecast
- 11.3.6 Russia
- 11.3.6.1 Market Trends
- 11.3.6.2 Market Forecast
- 11.3.7 Others
- 11.3.7.1 Market Trends
- 11.3.7.2 Market Forecast
- 11.3.1 Germany
- 11.4 Latin America
- 11.4.1 Brazil
- 11.4.1.1 Market Trends
- 11.4.1.2 Market Forecast
- 11.4.2 Mexico
- 11.4.2.1 Market Trends
- 11.4.2.2 Market Forecast
- 11.4.3 Others
- 11.4.3.1 Market Trends
- 11.4.3.2 Market Forecast
- 11.4.1 Brazil
- 11.5 Middle East and Africa
- 11.5.1 Market Trends
- 11.5.2 Market Breakup by Country
- 11.5.3 Market Forecast
12 SWOT Analysis
- 12.1 Overview
- 12.2 Strengths
- 12.3 Weaknesses
- 12.4 Opportunities
- 12.5 Threats
13 Value Chain Analysis
14 Porters Five Forces Analysis
- 14.1 Overview
- 14.2 Bargaining Power of Buyers
- 14.3 Bargaining Power of Suppliers
- 14.4 Degree of Competition
- 14.5 Threat of New Entrants
- 14.6 Threat of Substitutes
15 Price Analysis
16 Competitive Landscape
- 16.1 Market Structure
- 16.2 Key Players
- 16.3 Profiles of Key Players
- 16.3.1 Altair Engineering Inc.
- 16.3.1.1 Company Overview
- 16.3.1.2 Product Portfolio
- 16.3.1.3 Financials
- 16.3.2 Alteryx Inc.
- 16.3.2.1 Company Overview
- 16.3.2.2 Product Portfolio
- 16.3.2.3 Financials
- 16.3.3 Informatica
- 16.3.3.1 Company Overview
- 16.3.3.2 Product Portfolio
- 16.3.4 International Business Machines Corporation
- 16.3.4.1 Company Overview
- 16.3.4.2 Product Portfolio
- 16.3.4.3 Financials
- 16.3.4.4 SWOT Analysis
- 16.3.5 Microsoft Corporation
- 16.3.5.1 Company Overview
- 16.3.5.2 Product Portfolio
- 16.3.5.3 Financials
- 16.3.5.4 SWOT Analysis
- 16.3.6 MicroStrategy Incorporated
- 16.3.6.1 Company Overview
- 16.3.6.2 Product Portfolio
- 16.3.6.3 Financials
- 16.3.6.4 SWOT Analysis
- 16.3.7 Oracle Corporation
- 16.3.7.1 Company Overview
- 16.3.7.2 Product Portfolio
- 16.3.7.3 Financials
- 16.3.7.4 SWOT Analysis
- 16.3.8 Qlik
- 16.3.8.1 Company Overview
- 16.3.8.2 Product Portfolio
- 16.3.9 SAP SE
- 16.3.9.1 Company Overview
- 16.3.9.2 Product Portfolio
- 16.3.9.3 Financials
- 16.3.9.4 SWOT Analysis
- 16.3.10 SAS Institute Inc.
- 16.3.10.1 Company Overview
- 16.3.10.2 Product Portfolio
- 16.3.10.3 SWOT Analysis
- 16.3.11 Tableau Software LLC (Salesforce.com Inc.)
- 16.3.11.1 Company Overview
- 16.3.11.2 Product Portfolio
- 16.3.12 TIBCO Software Inc.
- 16.3.12.1 Company Overview
- 16.3.12.2 Product Portfolio
- 16.3.12.3 SWOT Analysis
- 16.3.1 Altair Engineering Inc.
Product Code: SR112023A4339
List of Figures
- Figure 1: Global: Data Preparation Market: Major Drivers and Challenges
- Figure 2: Global: Data Preparation Market: Sales Value (in Billion US$), 2017-2022
- Figure 3: Global: Data Preparation Market Forecast: Sales Value (in Billion US$), 2023-2028
- Figure 4: Global: Data Preparation Market: Breakup by Platform (in %), 2022
- Figure 5: Global: Data Preparation Market: Breakup by Tools (in %), 2022
- Figure 6: Global: Data Preparation Market: Breakup by Deployment Model (in %), 2022
- Figure 7: Global: Data Preparation Market: Breakup by Enterprise Size (in %), 2022
- Figure 8: Global: Data Preparation Market: Breakup by End User (in %), 2022
- Figure 9: Global: Data Preparation Market: Breakup by Region (in %), 2022
- Figure 10: Global: Data Preparation (Self-Service) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 11: Global: Data Preparation (Self-Service) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 12: Global: Data Preparation (Data Integration) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 13: Global: Data Preparation (Data Integration) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 14: Global: Data Preparation (Data Collection) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 15: Global: Data Preparation (Data Collection) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 16: Global: Data Preparation (Data Cataloguing) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 17: Global: Data Preparation (Data Cataloguing) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 18: Global: Data Preparation (Data Quality) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 19: Global: Data Preparation (Data Quality) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 20: Global: Data Preparation (Data Governance) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 21: Global: Data Preparation (Data Governance) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 22: Global: Data Preparation (Data Ingestion) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 23: Global: Data Preparation (Data Ingestion) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 24: Global: Data Preparation (Data Curation) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 25: Global: Data Preparation (Data Curation) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 26: Global: Data Preparation (On-premises) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 27: Global: Data Preparation (On-premises) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 28: Global: Data Preparation (Cloud-based) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 29: Global: Data Preparation (Cloud-based) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 30: Global: Data Preparation (Small and Medium-sized Enterprises-SMEs) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 31: Global: Data Preparation (Small and Medium-sized Enterprises-SMEs) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 32: Global: Data Preparation (Large Enterprises) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 33: Global: Data Preparation (Large Enterprises) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 34: Global: Data Preparation (BFSI) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 35: Global: Data Preparation (BFSI) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 36: Global: Data Preparation (Healthcare) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 37: Global: Data Preparation (Healthcare) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 38: Global: Data Preparation (Retail and E-Commerce) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 39: Global: Data Preparation (Retail and E-Commerce) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 40: Global: Data Preparation (Manufacturing) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 41: Global: Data Preparation (Manufacturing) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 42: Global: Data Preparation (Energy and Utilities) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 43: Global: Data Preparation (Energy and Utilities) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 44: Global: Data Preparation (IT and Telecommunication) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 45: Global: Data Preparation (IT and Telecommunication) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 46: Global: Data Preparation (Transportation) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 47: Global: Data Preparation (Transportation) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 48: Global: Data Preparation (Other End Use Industries) Market: Sales Value (in Million US$), 2017 & 2022
- Figure 49: Global: Data Preparation (Other End Use Industries) Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 50: North America: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 51: North America: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 52: United States: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 53: United States: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 54: Canada: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 55: Canada: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 56: Asia-Pacific: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 57: Asia-Pacific: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 58: China: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 59: China: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 60: Japan: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 61: Japan: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 62: India: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 63: India: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 64: South Korea: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 65: South Korea: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 66: Australia: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 67: Australia: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 68: Indonesia: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 69: Indonesia: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 70: Others: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 71: Others: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 72: Europe: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 73: Europe: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 74: Germany: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 75: Germany: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 76: France: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 77: France: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 78: United Kingdom: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 79: United Kingdom: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 80: Italy: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 81: Italy: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 82: Spain: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 83: Spain: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 84: Russia: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 85: Russia: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 86: Others: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 87: Others: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 88: Latin America: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 89: Latin America: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 90: Brazil: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 91: Brazil: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 92: Mexico: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 93: Mexico: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 94: Others: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 95: Others: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 96: Middle East and Africa: Data Preparation Market: Sales Value (in Million US$), 2017 & 2022
- Figure 97: Middle East and Africa: Data Preparation Market: Breakup by Country (in %), 2022
- Figure 98: Middle East and Africa: Data Preparation Market Forecast: Sales Value (in Million US$), 2023-2028
- Figure 99: Global: Data Preparation Industry: SWOT Analysis
- Figure 100: Global: Data Preparation Industry: Value Chain Analysis
- Figure 101: Global: Data Preparation Industry: Porter's Five Forces Analysis
List of Tables
- Table 1: Global: Data Preparation Market: Key Industry Highlights, 2022 and 2028
- Table 2: Global: Data Preparation Market Forecast: Breakup by Platform (in Million US$), 2023-2028
- Table 3: Global: Data Preparation Market Forecast: Breakup by Tools (in Million US$), 2023-2028
- Table 4: Global: Data Preparation Market Forecast: Breakup by Deployment Model (in Million US$), 2023-2028
- Table 5: Global: Data Preparation Market Forecast: Breakup by Enterprise Size (in Million US$), 2023-2028
- Table 6: Global: Data Preparation Market Forecast: Breakup by End User (in Million US$), 2023-2028
- Table 7: Global: Data Preparation Market Forecast: Breakup by Region (in Million US$), 2023-2028
- Table 8: Global: Data Preparation Market: Competitive Structure
- Table 9: Global: Data Preparation Market: Key Players
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