Emergence of big data has resulted into the rise of huge volumes of data and related technologies such as data prep. Data prep tools are gaining traction due to increased need to analyze the voluminous data being generated from internal and external sources within organizations on a daily basis. Data preparation is presently creating a buzz in both business and IT sides of organizations. Data prep tool vendors are also focusing on innovative software technologies for accelerating, if not automating, the analytical process, to support business analytics. Preparing, blending, integrating, cleansing, transforming, governing, and defining the metadata of multiple sources of data including new, raw, big data in Hadoop has been primarily an IT job; however, the broadening of interest in data science and analytics has drawn non-IT personnel into the execution of these tasks.
This report aims to provide a comprehensive presentation of the global market for Data Prep, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Data Prep. This report contains market size and forecasts of Data Prep in global, including the following market information:
Global Data Prep Market Revenue, 2018-2023, 2024-2029, ($ millions)
Global top five companies in 2022 (%)
The global Data Prep market was valued at US$ 1978 million in 2022 and is projected to reach US$ 4851.4 million by 2029, at a CAGR of 13.7% during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The data preparation process generally begins with data sourcing and ingestion, moves through making data suitable for use through transformation and enrichment, and then integrates with governance and stewardship for monitoring and improving how data is used for Business Intelligence (BI) and analytics. The steps are interdependent and do not always run sequentially. As a series of ongoing processes, data preparation is not a onetime event. Business and IT should collaborate and iterate on data set preparation.
We surveyed the Data Prep companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Data Prep Market, by Type, 2018-2023, 2024-2029 ($ millions)
Global Data Prep Market Segment Percentages, by Type, 2022 (%)
Data Curation
Data Cataloging
Data Quality
Data Ingestion
Data Governance
Global Data Prep Market, by Application, 2018-2023, 2024-2029 ($ millions)
Global Data Prep Market Segment Percentages, by Application, 2022 (%)
Hosted
On-premises
Global Data Prep Market, By Region and Country, 2018-2023, 2024-2029 ($ Millions)
Global Data Prep Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Data Prep revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Data Prep revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
Alteryx, Inc
Informatica
IBM
Tibco Software Inc.
Microsoft
SAS Institute
Datawatch Corporation
Tableau Software
Qlik Technologies Inc.
SAP SE.
Talend
Microstrategy Incorporated
Outline of Major Chapters:
Chapter 1: Introduces the definition of Data Prep, market overview.
Chapter 2: Global Data Prep market size in revenue.
Chapter 3: Detailed analysis of Data Prep company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Data Prep in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Data Prep Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Data Prep Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Data Prep Overall Market Size
2.1 Global Data Prep Market Size: 2022 VS 2029
2.2 Global Data Prep Market Size, Prospects & Forecasts: 2018-2029
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Data Prep Players in Global Market
3.2 Top Global Data Prep Companies Ranked by Revenue
3.3 Global Data Prep Revenue by Companies
3.4 Top 3 and Top 5 Data Prep Companies in Global Market, by Revenue in 2022
3.5 Global Companies Data Prep Product Type
3.6 Tier 1, Tier 2 and Tier 3 Data Prep Players in Global Market
3.6.1 List of Global Tier 1 Data Prep Companies
3.6.2 List of Global Tier 2 and Tier 3 Data Prep Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Data Prep Market Size Markets, 2022 & 2029
4.1.2 Data Curation
4.1.3 Data Cataloging
4.1.4 Data Quality
4.1.5 Data Ingestion
4.1.6 Data Governance
4.2 By Type - Global Data Prep Revenue & Forecasts
4.2.1 By Type - Global Data Prep Revenue, 2018-2023
4.2.2 By Type - Global Data Prep Revenue, 2024-2029
4.2.3 By Type - Global Data Prep Revenue Market Share, 2018-2029
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Data Prep Market Size, 2022 & 2029
5.1.2 Hosted
5.1.3 On-premises
5.2 By Application - Global Data Prep Revenue & Forecasts
5.2.1 By Application - Global Data Prep Revenue, 2018-2023
5.2.2 By Application - Global Data Prep Revenue, 2024-2029
5.2.3 By Application - Global Data Prep Revenue Market Share, 2018-2029
6 Sights by Region
6.1 By Region - Global Data Prep Market Size, 2022 & 2029
6.2 By Region - Global Data Prep Revenue & Forecasts
6.2.1 By Region - Global Data Prep Revenue, 2018-2023
6.2.2 By Region - Global Data Prep Revenue, 2024-2029
6.2.3 By Region - Global Data Prep Revenue Market Share, 2018-2029
6.3 North America
6.3.1 By Country - North America Data Prep Revenue, 2018-2029
6.3.2 US Data Prep Market Size, 2018-2029
6.3.3 Canada Data Prep Market Size, 2018-2029
6.3.4 Mexico Data Prep Market Size, 2018-2029
6.4 Europe
6.4.1 By Country - Europe Data Prep Revenue, 2018-2029
6.4.2 Germany Data Prep Market Size, 2018-2029
6.4.3 France Data Prep Market Size, 2018-2029
6.4.4 U.K. Data Prep Market Size, 2018-2029
6.4.5 Italy Data Prep Market Size, 2018-2029
6.4.6 Russia Data Prep Market Size, 2018-2029
6.4.7 Nordic Countries Data Prep Market Size, 2018-2029
6.4.8 Benelux Data Prep Market Size, 2018-2029
6.5 Asia
6.5.1 By Region - Asia Data Prep Revenue, 2018-2029
6.5.2 China Data Prep Market Size, 2018-2029
6.5.3 Japan Data Prep Market Size, 2018-2029
6.5.4 South Korea Data Prep Market Size, 2018-2029
6.5.5 Southeast Asia Data Prep Market Size, 2018-2029
6.5.6 India Data Prep Market Size, 2018-2029
6.6 South America
6.6.1 By Country - South America Data Prep Revenue, 2018-2029
6.6.2 Brazil Data Prep Market Size, 2018-2029
6.6.3 Argentina Data Prep Market Size, 2018-2029
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Data Prep Revenue, 2018-2029
6.7.2 Turkey Data Prep Market Size, 2018-2029
6.7.3 Israel Data Prep Market Size, 2018-2029
6.7.4 Saudi Arabia Data Prep Market Size, 2018-2029
6.7.5 UAE Data Prep Market Size, 2018-2029
7 Data Prep Companies Profiles
7.1 Alteryx, Inc
7.1.1 Alteryx, Inc Company Summary
7.1.2 Alteryx, Inc Business Overview
7.1.3 Alteryx, Inc Data Prep Major Product Offerings
7.1.4 Alteryx, Inc Data Prep Revenue in Global Market (2018-2023)
7.1.5 Alteryx, Inc Key News & Latest Developments
7.2 Informatica
7.2.1 Informatica Company Summary
7.2.2 Informatica Business Overview
7.2.3 Informatica Data Prep Major Product Offerings
7.2.4 Informatica Data Prep Revenue in Global Market (2018-2023)
7.2.5 Informatica Key News & Latest Developments
7.3 IBM
7.3.1 IBM Company Summary
7.3.2 IBM Business Overview
7.3.3 IBM Data Prep Major Product Offerings
7.3.4 IBM Data Prep Revenue in Global Market (2018-2023)
7.3.5 IBM Key News & Latest Developments
7.4 Tibco Software Inc.
7.4.1 Tibco Software Inc. Company Summary
7.4.2 Tibco Software Inc. Business Overview
7.4.3 Tibco Software Inc. Data Prep Major Product Offerings
7.4.4 Tibco Software Inc. Data Prep Revenue in Global Market (2018-2023)
7.4.5 Tibco Software Inc. Key News & Latest Developments
7.5 Microsoft
7.5.1 Microsoft Company Summary
7.5.2 Microsoft Business Overview
7.5.3 Microsoft Data Prep Major Product Offerings
7.5.4 Microsoft Data Prep Revenue in Global Market (2018-2023)
7.5.5 Microsoft Key News & Latest Developments
7.6 SAS Institute
7.6.1 SAS Institute Company Summary
7.6.2 SAS Institute Business Overview
7.6.3 SAS Institute Data Prep Major Product Offerings
7.6.4 SAS Institute Data Prep Revenue in Global Market (2018-2023)
7.6.5 SAS Institute Key News & Latest Developments
7.7 Datawatch Corporation
7.7.1 Datawatch Corporation Company Summary
7.7.2 Datawatch Corporation Business Overview
7.7.3 Datawatch Corporation Data Prep Major Product Offerings
7.7.4 Datawatch Corporation Data Prep Revenue in Global Market (2018-2023)
7.7.5 Datawatch Corporation Key News & Latest Developments
7.8 Tableau Software
7.8.1 Tableau Software Company Summary
7.8.2 Tableau Software Business Overview
7.8.3 Tableau Software Data Prep Major Product Offerings
7.8.4 Tableau Software Data Prep Revenue in Global Market (2018-2023)
7.8.5 Tableau Software Key News & Latest Developments
7.9 Qlik Technologies Inc.
7.9.1 Qlik Technologies Inc. Company Summary
7.9.2 Qlik Technologies Inc. Business Overview
7.9.3 Qlik Technologies Inc. Data Prep Major Product Offerings
7.9.4 Qlik Technologies Inc. Data Prep Revenue in Global Market (2018-2023)
7.9.5 Qlik Technologies Inc. Key News & Latest Developments
7.10 SAP SE.
7.10.1 SAP SE. Company Summary
7.10.2 SAP SE. Business Overview
7.10.3 SAP SE. Data Prep Major Product Offerings
7.10.4 SAP SE. Data Prep Revenue in Global Market (2018-2023)
7.10.5 SAP SE. Key News & Latest Developments
7.11 Talend
7.11.1 Talend Company Summary
7.11.2 Talend Business Overview
7.11.3 Talend Data Prep Major Product Offerings
7.11.4 Talend Data Prep Revenue in Global Market (2018-2023)
7.11.5 Talend Key News & Latest Developments
7.12 Microstrategy Incorporated
7.12.1 Microstrategy Incorporated Company Summary
7.12.2 Microstrategy Incorporated Business Overview
7.12.3 Microstrategy Incorporated Data Prep Major Product Offerings
7.12.4 Microstrategy Incorporated Data Prep Revenue in Global Market (2018-2023)
7.12.5 Microstrategy Incorporated Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Data Prep Market Opportunities & Trends in Global Market
Table 2. Data Prep Market Drivers in Global Market
Table 3. Data Prep Market Restraints in Global Market
Table 4. Key Players of Data Prep in Global Market
Table 5. Top Data Prep Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Data Prep Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Data Prep Revenue Share by Companies, 2018-2023
Table 8. Global Companies Data Prep Product Type
Table 9. List of Global Tier 1 Data Prep Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Data Prep Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Data Prep Revenue, (US$, Mn), 2022 & 2029
Table 12. By Type - Data Prep Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Data Prep Revenue in Global (US$, Mn), 2024-2029
Table 14. By Application ? Global Data Prep Revenue, (US$, Mn), 2022 & 2029
Table 15. By Application - Data Prep Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Data Prep Revenue in Global (US$, Mn), 2024-2029
Table 17. By Region ? Global Data Prep Revenue, (US$, Mn), 2022 & 2029
Table 18. By Region - Global Data Prep Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Data Prep Revenue (US$, Mn), 2024-2029
Table 20. By Country - North America Data Prep Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Data Prep Revenue, (US$, Mn), 2024-2029
Table 22. By Country - Europe Data Prep Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Data Prep Revenue, (US$, Mn), 2024-2029
Table 24. By Region - Asia Data Prep Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Data Prep Revenue, (US$, Mn), 2024-2029
Table 26. By Country - South America Data Prep Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Data Prep Revenue, (US$, Mn), 2024-2029
Table 28. By Country - Middle East & Africa Data Prep Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Data Prep Revenue, (US$, Mn), 2024-2029
Table 30. Alteryx, Inc Company Summary
Table 31. Alteryx, Inc Data Prep Product Offerings
Table 32. Alteryx, Inc Data Prep Revenue (US$, Mn) & (2018-2023)
Table 33. Alteryx, Inc Key News & Latest Developments
Table 34. Informatica Company Summary
Table 35. Informatica Data Prep Product Offerings
Table 36. Informatica Data Prep Revenue (US$, Mn) & (2018-2023)
Table 37. Informatica Key News & Latest Developments
Table 38. IBM Company Summary
Table 39. IBM Data Prep Product Offerings
Table 40. IBM Data Prep Revenue (US$, Mn) & (2018-2023)
Table 41. IBM Key News & Latest Developments
Table 42. Tibco Software Inc. Company Summary
Table 43. Tibco Software Inc. Data Prep Product Offerings
Table 44. Tibco Software Inc. Data Prep Revenue (US$, Mn) & (2018-2023)
Table 45. Tibco Software Inc. Key News & Latest Developments
Table 46. Microsoft Company Summary
Table 47. Microsoft Data Prep Product Offerings
Table 48. Microsoft Data Prep Revenue (US$, Mn) & (2018-2023)
Table 49. Microsoft Key News & Latest Developments
Table 50. SAS Institute Company Summary
Table 51. SAS Institute Data Prep Product Offerings
Table 52. SAS Institute Data Prep Revenue (US$, Mn) & (2018-2023)
Table 53. SAS Institute Key News & Latest Developments
Table 54. Datawatch Corporation Company Summary
Table 55. Datawatch Corporation Data Prep Product Offerings
Table 56. Datawatch Corporation Data Prep Revenue (US$, Mn) & (2018-2023)
Table 57. Datawatch Corporation Key News & Latest Developments
Table 58. Tableau Software Company Summary
Table 59. Tableau Software Data Prep Product Offerings
Table 60. Tableau Software Data Prep Revenue (US$, Mn) & (2018-2023)
Table 61. Tableau Software Key News & Latest Developments
Table 62. Qlik Technologies Inc. Company Summary
Table 63. Qlik Technologies Inc. Data Prep Product Offerings
Table 64. Qlik Technologies Inc. Data Prep Revenue (US$, Mn) & (2018-2023)
Table 65. Qlik Technologies Inc. Key News & Latest Developments
Table 66. SAP SE. Company Summary
Table 67. SAP SE. Data Prep Product Offerings
Table 68. SAP SE. Data Prep Revenue (US$, Mn) & (2018-2023)
Table 69. SAP SE. Key News & Latest Developments
Table 70. Talend Company Summary
Table 71. Talend Data Prep Product Offerings
Table 72. Talend Data Prep Revenue (US$, Mn) & (2018-2023)
Table 73. Talend Key News & Latest Developments
Table 74. Microstrategy Incorporated Company Summary
Table 75. Microstrategy Incorporated Data Prep Product Offerings
Table 76. Microstrategy Incorporated Data Prep Revenue (US$, Mn) & (2018-2023)
Table 77. Microstrategy Incorporated Key News & Latest Developments
List of Figures
Figure 1. Data Prep Segment by Type in 2022
Figure 2. Data Prep Segment by Application in 2022
Figure 3. Global Data Prep Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Data Prep Market Size: 2022 VS 2029 (US$, Mn)
Figure 6. Global Data Prep Revenue, 2018-2029 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Data Prep Revenue in 2022
Figure 8. By Type - Global Data Prep Revenue Market Share, 2018-2029
Figure 9. By Application - Global Data Prep Revenue Market Share, 2018-2029
Figure 10. By Type - Global Data Prep Revenue, (US$, Mn), 2022 & 2029
Figure 11. By Type - Global Data Prep Revenue Market Share, 2018-2029
Figure 12. By Application - Global Data Prep Revenue, (US$, Mn), 2022 & 2029
Figure 13. By Application - Global Data Prep Revenue Market Share, 2018-2029
Figure 14. By Region - Global Data Prep Revenue Market Share, 2018-2029
Figure 15. By Country - North America Data Prep Revenue Market Share, 2018-2029
Figure 16. US Data Prep Revenue, (US$, Mn), 2018-2029
Figure 17. Canada Data Prep Revenue, (US$, Mn), 2018-2029
Figure 18. Mexico Data Prep Revenue, (US$, Mn), 2018-2029
Figure 19. By Country - Europe Data Prep Revenue Market Share, 2018-2029
Figure 20. Germany Data Prep Revenue, (US$, Mn), 2018-2029
Figure 21. France Data Prep Revenue, (US$, Mn), 2018-2029
Figure 22. U.K. Data Prep Revenue, (US$, Mn), 2018-2029
Figure 23. Italy Data Prep Revenue, (US$, Mn), 2018-2029
Figure 24. Russia Data Prep Revenue, (US$, Mn), 2018-2029
Figure 25. Nordic Countries Data Prep Revenue, (US$, Mn), 2018-2029
Figure 26. Benelux Data Prep Revenue, (US$, Mn), 2018-2029
Figure 27. By Region - Asia Data Prep Revenue Market Share, 2018-2029
Figure 28. China Data Prep Revenue, (US$, Mn), 2018-2029
Figure 29. Japan Data Prep Revenue, (US$, Mn), 2018-2029
Figure 30. South Korea Data Prep Revenue, (US$, Mn), 2018-2029
Figure 31. Southeast Asia Data Prep Revenue, (US$, Mn), 2018-2029
Figure 32. India Data Prep Revenue, (US$, Mn), 2018-2029
Figure 33. By Country - South America Data Prep Revenue Market Share, 2018-2029
Figure 34. Brazil Data Prep Revenue, (US$, Mn), 2018-2029
Figure 35. Argentina Data Prep Revenue, (US$, Mn), 2018-2029
Figure 36. By Country - Middle East & Africa Data Prep Revenue Market Share, 2018-2029
Figure 37. Turkey Data Prep Revenue, (US$, Mn), 2018-2029
Figure 38. Israel Data Prep Revenue, (US$, Mn), 2018-2029
Figure 39. Saudi Arabia Data Prep Revenue, (US$, Mn), 2018-2029
Figure 40. UAE Data Prep Revenue, (US$, Mn), 2018-2029
Figure 41. Alteryx, Inc Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. Informatica Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. IBM Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Tibco Software Inc. Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Microsoft Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. SAS Institute Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. Datawatch Corporation Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. Tableau Software Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. Qlik Technologies Inc. Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 50. SAP SE. Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 51. Talend Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 52. Microstrategy Incorporated Data Prep Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
