1 Study Coverage 1.1 Data Prep Revenue in Data Prep Business (2017-2022) & (US$ Million) Introduction 1.2 Global Data Prep Outlook 2017 VS 2022 VS 2028 1.2.1 Global Data Prep Market Size for the Year 2017-2028 1.2.2 Global Data Prep Market Size for the Year 2017-2028 1.3 Data Prep Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.3.1 The Market Share of United States Data Prep in Global, 2017 VS 2022 VS 2028 1.3.2 The Growth Rate of Data Prep Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.4 Data Prep Market Dynamics 1.4.1 Data Prep Industry Trends 1.4.2 Data Prep Market Drivers 1.4.3 Data Prep Market Challenges 1.4.4 Data Prep Market Restraints 1.5 Study Objectives 1.6 Years Considered 2 Data Prep by Type 2.1 Data Prep Market Segment by Type 2.1.1 Data Curation 2.1.2 Data Cataloging 2.1.3 Data Quality 2.1.4 Data Ingestion 2.1.5 Data Governance 2.2 Global Data Prep Market Size by Type (2017, 2022 & 2028) 2.3 Global Data Prep Market Size by Type (2017-2028) 2.4 United States Data Prep Market Size by Type (2017, 2022 & 2028) 2.5 United States Data Prep Market Size by Type (2017-2028) 3 Data Prep by Application 3.1 Data Prep Market Segment by Application 3.1.1 Hosted 3.1.2 On-premises 3.2 Global Data Prep Market Size by Application (2017, 2022 & 2028) 3.3 Global Data Prep Market Size by Application (2017-2028) 3.4 United States Data Prep Market Size by Application (2017, 2022 & 2028) 3.5 United States Data Prep Market Size by Application (2017-2028) 4 Global Data Prep Competitor Landscape by Company 4.1 Global Data Prep Market Size by Company 4.1.1 Top Global Data Prep Companies Ranked by Revenue (2021) 4.1.2 Global Data Prep Revenue by Player (2017-2022) 4.2 Global Data Prep Concentration Ratio (CR) 4.2.1 Data Prep Market Concentration Ratio (CR) (2017-2022) 4.2.2 Global Top 5 and Top 10 Largest Companies of Data Prep in 2021 4.2.3 Global Data Prep Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 4.3 Global Data Prep Headquarters, Revenue in Data Prep Business (2017-2022) & (US$ Million) Type 4.3.1 Global Data Prep Headquarters and Area Served 4.3.2 Global Data Prep Companies Revenue in Data Prep Business (2017-2022) & (US$ Million) Type 4.3.3 Date of International Companies Enter into Data Prep Market 4.4 Companies Mergers & Acquisitions, Expansion Plans 4.5 United States Data Prep Market Size by Company 4.5.1 Top Data Prep Players in United States, Ranked by Revenue (2021) 4.5.2 United States Data Prep Revenue by Players (2020, 2021 & 2022) 5 Global Data Prep Market Size by Region 5.1 Global Data Prep Market Size by Region: 2017 VS 2022 VS 2028 5.2 Global Data Prep Market Size by Region (2017-2028) 5.2.1 Global Data Prep Market Size by Region: 2017-2022 5.2.2 Global Data Prep Market Size by Region (2023-2028) 6 Segment in Region Level & Country Level 6.1 North America 6.1.1 North America Data Prep Market Size YoY Growth 2017-2028 6.1.2 North America Data Prep Market Facts & Figures by Country (2017, 2022 & 2028) 6.1.3 U.S. 6.1.4 Canada 6.2 Asia-Pacific 6.2.1 Asia-Pacific Data Prep Market Size YoY Growth 2017-2028 6.2.2 Asia-Pacific Data Prep Market Facts & Figures by Region (2017, 2022 & 2028) 6.2.3 China 6.2.4 Japan 6.2.5 South Korea 6.2.6 India 6.2.7 Australia 6.2.8 Taiwan 6.2.9 Indonesia 6.2.10 Thailand 6.2.11 Malaysia 6.2.12 Philippines 6.3 Europe 6.3.1 Europe Data Prep Market Size YoY Growth 2017-2028 6.3.2 Europe Data Prep Market Facts & Figures by Country (2017, 2022 & 2028) 6.3.3 Germany 6.3.4 France 6.3.5 U.K. 6.3.6 Italy 6.3.7 Russia 6.4 Latin America 6.4.1 Latin America Data Prep Market Size YoY Growth 2017-2028 6.4.2 Latin America Data Prep Market Facts & Figures by Country (2017, 2022 & 2028) 6.4.3 Mexico 6.4.4 Brazil 6.4.5 Argentina 6.5 Middle East and Africa 6.5.1 Middle East and Africa Data Prep Market Size YoY Growth 2017-2028 6.5.2 Middle East and Africa Data Prep Market Facts & Figures by Country (2017, 2022 & 2028) 6.5.3 Turkey 6.5.4 Saudi Arabia 6.5.5 U.A.E 7 Company Profiles 7.1 Alteryx, Inc 7.1.1 Alteryx, Inc Company Details 7.1.2 Alteryx, Inc Business Overview 7.1.3 Alteryx, Inc Data Prep Introduction 7.1.4 Alteryx, Inc Revenue in Data Prep Business (2017-2022) 7.1.5 Alteryx, Inc Recent Development 7.2 Informatica 7.2.1 Informatica Company Details 7.2.2 Informatica Business Overview 7.2.3 Informatica Data Prep Introduction 7.2.4 Informatica Revenue in Data Prep Business (2017-2022) 7.2.5 Informatica Recent Development 7.3 IBM 7.3.1 IBM Company Details 7.3.2 IBM Business Overview 7.3.3 IBM Data Prep Introduction 7.3.4 IBM Revenue in Data Prep Business (2017-2022) 7.3.5 IBM Recent Development 7.4 Tibco Software Inc. 7.4.1 Tibco Software Inc. Company Details 7.4.2 Tibco Software Inc. Business Overview 7.4.3 Tibco Software Inc. Data Prep Introduction 7.4.4 Tibco Software Inc. Revenue in Data Prep Business (2017-2022) 7.4.5 Tibco Software Inc. Recent Development 7.5 Microsoft 7.5.1 Microsoft Company Details 7.5.2 Microsoft Business Overview 7.5.3 Microsoft Data Prep Introduction 7.5.4 Microsoft Revenue in Data Prep Business (2017-2022) 7.5.5 Microsoft Recent Development 7.6 SAS Institute 7.6.1 SAS Institute Company Details 7.6.2 SAS Institute Business Overview 7.6.3 SAS Institute Data Prep Introduction 7.6.4 SAS Institute Revenue in Data Prep Business (2017-2022) 7.6.5 SAS Institute Recent Development 7.7 Datawatch Corporation 7.7.1 Datawatch Corporation Company Details 7.7.2 Datawatch Corporation Business Overview 7.7.3 Datawatch Corporation Data Prep Introduction 7.7.4 Datawatch Corporation Revenue in Data Prep Business (2017-2022) 7.7.5 Datawatch Corporation Recent Development 7.8 Tableau Software 7.8.1 Tableau Software Company Details 7.8.2 Tableau Software Business Overview 7.8.3 Tableau Software Data Prep Introduction 7.8.4 Tableau Software Revenue in Data Prep Business (2017-2022) 7.8.5 Tableau Software Recent Development 7.9 Qlik Technologies Inc. 7.9.1 Qlik Technologies Inc. Company Details 7.9.2 Qlik Technologies Inc. Business Overview 7.9.3 Qlik Technologies Inc. Data Prep Introduction 7.9.4 Qlik Technologies Inc. Revenue in Data Prep Business (2017-2022) 7.9.5 Qlik Technologies Inc. Recent Development 7.10 SAP SE. 7.10.1 SAP SE. Company Details 7.10.2 SAP SE. Business Overview 7.10.3 SAP SE. Data Prep Introduction 7.10.4 SAP SE. Revenue in Data Prep Business (2017-2022) 7.10.5 SAP SE. Recent Development 7.11 Talend 7.11.1 Talend Company Details 7.11.2 Talend Business Overview 7.11.3 Talend Data Prep Introduction 7.11.4 Talend Revenue in Data Prep Business (2017-2022) 7.11.5 Talend Recent Development 7.12 Microstrategy Incorporated 7.12.1 Microstrategy Incorporated Company Details 7.12.2 Microstrategy Incorporated Business Overview 7.12.3 Microstrategy Incorporated Data Prep Introduction 7.12.4 Microstrategy Incorporated Revenue in Data Prep Business (2017-2022) 7.12.5 Microstrategy Incorporated Recent Development 8 Research Findings and Conclusion 9 Appendix 9.1 Research Methodology 9.1.1 Methodology/Research Approach 9.1.2 Data Source 9.2 Author Details 9.3 Disclaimer

List of Tables Table 1. Data Prep Market Size United States VS Global, CAGR (2017 VS 2022 VS 2028) Table 2. Data Prep Market Trends Table 3. Data Prep Market Drivers Table 4. Data Prep Market Challenges Table 5. Data Prep Market Restraints Table 6. Global Data Prep Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 7. United States Data Prep Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 8. Global Data Prep Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 9. United States Data Prep Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 10. Top Data Prep Companies in Global Market, Ranking by Revenue (2021) Table 11. Global Data Prep Revenue by Player, (US$ Million), 2017-2022 Table 12. Global Data Prep Revenue Share by Player, 2017-2022 Table 13. Global Data Prep Companies Market Concentration Ratio (CR5 and HHI) Table 14. Global Data Prep by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Prep as of 2021) Table 15. Top Players of Data Prep in Global Market, Headquarters and Area Served Table 16. Companies Revenue in Data Prep Business (2017-2022) & (US$ Million) Type Table 17. Date of International Companies Enter into Data Prep Market Table 18. Companies Mergers & Acquisitions, Expansion Plans Table 19. Top Data Prep Players in United States Market, Ranking by Revenue (2021) Table 20. United States Data Prep Revenue by Players, (US$ Million), 2020, 2021 & 2022 Table 21. United States Data Prep Revenue Share by Players, 2020, 2021 & 2022 Table 22. Global Data Prep Market Size by Region (US$ Million): 2017 VS 2022 VS 2028 Table 23. Global Data Prep Market Size by Region (2017-2022) & (US$ Million) Table 24. Global Data Prep Market Size Forecast by Region (2023-2028) & (US$ Million) Table 25. North America Data Prep Sales in Value by Country (2017-2028) & (US$ Million) Table 26. Asia Pacific Data Prep Sales in Value by Region (2017-2028) & (US$ Million) Table 27. Europe Data Prep Sales in Value by Country (2017-2028) & (US$ Million) Table 28. Latin Americaa Data Prep Sales in Value by Country (2017-2028) & (US$ Million) Table 29. Middle East and Africa Data Prep Sales in Value by Country (2017-2028) & (US$ Million) Table 30. Alteryx, Inc Company Details Table 31. Alteryx, Inc Business Overview Table 32. Alteryx, Inc Data Prep Product Table 33. Alteryx, Inc Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 34. Alteryx, Inc Recent Development Table 35. Informatica Company Details Table 36. Informatica Business Overview Table 37. Informatica Data Prep Product Table 38. Informatica Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 39. Informatica Recent Development Table 40. IBM Company Details Table 41. IBM Business Overview Table 42. IBM Data Prep Product Table 43. IBM Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 44. IBM Recent Development Table 45. Tibco Software Inc. Company Details Table 46. Tibco Software Inc. Business Overview Table 47. Tibco Software Inc. Data Prep Product Table 48. Tibco Software Inc. Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 49. Tibco Software Inc. Recent Development Table 50. Microsoft Company Details Table 51. Microsoft Business Overview Table 52. Microsoft Data Prep Product Table 53. Microsoft Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 54. Microsoft Recent Development Table 55. SAS Institute Company Details Table 56. SAS Institute Business Overview Table 57. SAS Institute Data Prep Product Table 58. SAS Institute Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 59. SAS Institute Recent Development Table 60. Datawatch Corporation Company Details Table 61. Datawatch Corporation Business Overview Table 62. Datawatch Corporation Data Prep Product Table 63. Datawatch Corporation Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 64. Datawatch Corporation Recent Development Table 65. Tableau Software Company Details Table 66. Tableau Software Business Overview Table 67. Tableau Software Data Prep Product Table 68. Tableau Software Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 69. Tableau Software Recent Development Table 70. Qlik Technologies Inc. Company Details Table 71. Qlik Technologies Inc. Business Overview Table 72. Qlik Technologies Inc. Data Prep Product Table 73. Qlik Technologies Inc. Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 74. Qlik Technologies Inc. Recent Development Table 75. SAP SE. Company Details Table 76. SAP SE. Business Overview Table 77. SAP SE. Data Prep Product Table 78. SAP SE. Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 79. SAP SE. Recent Development Table 80. Talend Company Details Table 81. Talend Business Overview Table 82. Talend Data Prep Product Table 83. Talend Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 84. Talend Recent Development Table 85. Microstrategy Incorporated Company Details Table 86. Microstrategy Incorporated Business Overview Table 87. Microstrategy Incorporated Data Prep Product Table 88. Microstrategy Incorporated Revenue in Data Prep Business (2017-2022) & (US$ Million) Table 89. Microstrategy Incorporated Recent Development Table 90. Research Programs/Design for This Report Table 91. Key Data Information from Secondary Sources Table 92. Key Data Information from Primary Sources List of Figures Figure 1. Data Prep Product Picture Figure 2. Global Data Prep Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 3. Global Data Prep Market Size 2017-2028 (US$ Million) Figure 4. United States Data Prep Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 5. United States Data Prep Market Size 2017-2028 (US$ Million) Figure 6. United States Data Prep Market Share in Global 2017-2028 Figure 7. Data Prep Report Years Considered Figure 8. Product Picture of Data Curation Figure 9. Product Picture of Data Cataloging Figure 10. Product Picture of Data Quality Figure 11. Product Picture of Data Ingestion Figure 12. Product Picture of Data Governance Figure 13. Global Data Prep Market Share by Type in 2022 & 2028 Figure 14. Global Data Prep Market Size by Type (2017-2028) & (US$ Million) Figure 15. Global Data Prep Market Share by Type (2017-2028) Figure 16. United States Data Prep Market Share by Type in 2022 & 2028 Figure 17. United States Data Prep Market Size by Type (2017-2028) & (US$ Million) Figure 18. United States Data Prep Market Share by Type (2017-2028) Figure 19. Product Picture of Hosted Figure 20. Product Picture of On-premises Figure 21. Global Data Prep Market Share by Application in 2022 & 2028 Figure 22. Global Data Prep Market Size by Application (2017-2028) & (US$ Million) Figure 23. Global Data Prep Market Share by Application (2017-2028) Figure 24. United States Data Prep Market Share by Application in 2022 & 2028 Figure 25. United States Data Prep Market Size by Application (2017-2028) & (US$ Million) Figure 26. United States Data Prep Market Share by Application (2017-2028) Figure 27. North America Data Prep Market Size Growth Rate 2017-2028 (US$ Million) Figure 28. U.S. Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 29. Canada Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 30. Europe Data Prep Market Size Growth Rate 2017-2028 (US$ Million) Figure 31. Germany Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 32. France Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 33. U.K. Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 34. Italy Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 35. Russia Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 36. Asia-Pacific Data Prep Market Size Growth Rate 2017-2028 (US$ Million) Figure 37. China Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 38. Japan Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 39. South Korea Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 40. India Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 41. Australia Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 42. Taiwan Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 43. Indonesia Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 44. Thailand Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 45. Malaysia Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 46. Philippines Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 47. Latin America Data Prep Market Size Growth Rate 2017-2028 (US$ Million) Figure 48. Mexico Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 49. Brazil Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 50. Argentina Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 51. Middle East & Africa Data Prep Market Size Growth Rate 2017-2028 (US$ Million) Figure 52. Turkey Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 53. Saudi Arabia Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 54. U.A.E Data Prep Market Size Growth Rate (2017-2028) & (US$ Million) Figure 55. Alteryx, Inc Revenue Growth Rate in Data Prep Business (2017-2022) Figure 56. Informatica Revenue Growth Rate in Data Prep Business (2017-2022) Figure 57. IBM Revenue Growth Rate in Data Prep Business (2017-2022) Figure 58. Tibco Software Inc. Revenue Growth Rate in Data Prep Business (2017-2022) Figure 59. Microsoft Revenue Growth Rate in Data Prep Business (2017-2022) Figure 60. SAS Institute Revenue Growth Rate in Data Prep Business (2017-2022) Figure 61. Datawatch Corporation Revenue Growth Rate in Data Prep Business (2017-2022) Figure 62. Tableau Software Revenue Growth Rate in Data Prep Business (2017-2022) Figure 63. Qlik Technologies Inc. Revenue Growth Rate in Data Prep Business (2017-2022) Figure 64. SAP SE. Revenue Growth Rate in Data Prep Business (2017-2022) Figure 65. Talend Revenue Growth Rate in Data Prep Business (2017-2022) Figure 66. Microstrategy Incorporated Revenue Growth Rate in Data Prep Business (2017-2022) Figure 67. Bottom-up and Top-down Approaches for This Report Figure 68. Data Triangulation Figure 69. Key Executives Interviewed

Alteryx, Inc Informatica IBM Tibco Software Inc. Microsoft SAS Institute Datawatch Corporation Tableau Software Qlik Technologies Inc. SAP SE. Talend Microstrategy Incorporated