Data Protection
Data protection services have been segmented into 2 major types: professional services and manage ... Read More
1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Data Prep Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Data Curation 1.2.3 Data Cataloging 1.2.4 Data Quality 1.2.5 Data Ingestion 1.2.6 Data Governance 1.3 Market by Application 1.3.1 Global Data Prep Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Hosted 1.3.3 On-premises 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Data Prep Market Perspective (2016-2027) 2.2 Data Prep Growth Trends by Regions 2.2.1 Data Prep Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Data Prep Historic Market Share by Regions (2016-2021) 2.2.3 Data Prep Forecasted Market Size by Regions (2022-2027) 2.3 Data Prep Industry Dynamic 2.3.1 Data Prep Market Trends 2.3.2 Data Prep Market Drivers 2.3.3 Data Prep Market Challenges 2.3.4 Data Prep Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Data Prep Players by Revenue 3.1.1 Global Top Data Prep Players by Revenue (2016-2021) 3.1.2 Global Data Prep Revenue Market Share by Players (2016-2021) 3.2 Global Data Prep Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Data Prep Revenue 3.4 Global Data Prep Market Concentration Ratio 3.4.1 Global Data Prep Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Data Prep Revenue in 2020 3.5 Data Prep Key Players Head office and Area Served 3.6 Key Players Data Prep Product Solution and Service 3.7 Date of Enter into Data Prep Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Data Prep Breakdown Data by Type 4.1 Global Data Prep Historic Market Size by Type (2016-2021) 4.2 Global Data Prep Forecasted Market Size by Type (2022-2027) 5 Data Prep Breakdown Data by Application 5.1 Global Data Prep Historic Market Size by Application (2016-2021) 5.2 Global Data Prep Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Data Prep Market Size (2016-2027) 6.2 North America Data Prep Market Size by Type 6.2.1 North America Data Prep Market Size by Type (2016-2021) 6.2.2 North America Data Prep Market Size by Type (2022-2027) 6.2.3 North America Data Prep Market Size by Type (2016-2027) 6.3 North America Data Prep Market Size by Application 6.3.1 North America Data Prep Market Size by Application (2016-2021) 6.3.2 North America Data Prep Market Size by Application (2022-2027) 6.3.3 North America Data Prep Market Size by Application (2016-2027) 6.4 North America Data Prep Market Size by Country 6.4.1 North America Data Prep Market Size by Country (2016-2021) 6.4.2 North America Data Prep Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Data Prep Market Size (2016-2027) 7.2 Europe Data Prep Market Size by Type 7.2.1 Europe Data Prep Market Size by Type (2016-2021) 7.2.2 Europe Data Prep Market Size by Type (2022-2027) 7.2.3 Europe Data Prep Market Size by Type (2016-2027) 7.3 Europe Data Prep Market Size by Application 7.3.1 Europe Data Prep Market Size by Application (2016-2021) 7.3.2 Europe Data Prep Market Size by Application (2022-2027) 7.3.3 Europe Data Prep Market Size by Application (2016-2027) 7.4 Europe Data Prep Market Size by Country 7.4.1 Europe Data Prep Market Size by Country (2016-2021) 7.4.2 Europe Data Prep Market Size by Country (2022-2027) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic 8 Asia-Pacific 8.1 Asia-Pacific Data Prep Market Size (2016-2027) 8.2 Asia-Pacific Data Prep Market Size by Type 8.2.1 Asia-Pacific Data Prep Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Data Prep Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Data Prep Market Size by Type (2016-2027) 8.3 Asia-Pacific Data Prep Market Size by Application 8.3.1 Asia-Pacific Data Prep Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Data Prep Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Data Prep Market Size by Application (2016-2027) 8.4 Asia-Pacific Data Prep Market Size by Region 8.4.1 Asia-Pacific Data Prep Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Data Prep Market Size by Region (2022-2027) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Data Prep Market Size (2016-2027) 9.2 Latin America Data Prep Market Size by Type 9.2.1 Latin America Data Prep Market Size by Type (2016-2021) 9.2.2 Latin America Data Prep Market Size by Type (2022-2027) 9.2.3 Latin America Data Prep Market Size by Type (2016-2027) 9.3 Latin America Data Prep Market Size by Application 9.3.1 Latin America Data Prep Market Size by Application (2016-2021) 9.3.2 Latin America Data Prep Market Size by Application (2022-2027) 9.3.3 Latin America Data Prep Market Size by Application (2016-2027) 9.4 Latin America Data Prep Market Size by Country 9.4.1 Latin America Data Prep Market Size by Country (2016-2021) 9.4.2 Latin America Data Prep Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Data Prep Market Size (2016-2027) 10.2 Middle East & Africa Data Prep Market Size by Type 10.2.1 Middle East & Africa Data Prep Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Data Prep Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Data Prep Market Size by Type (2016-2027) 10.3 Middle East & Africa Data Prep Market Size by Application 10.3.1 Middle East & Africa Data Prep Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Data Prep Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Data Prep Market Size by Application (2016-2027) 10.4 Middle East & Africa Data Prep Market Size by Country 10.4.1 Middle East & Africa Data Prep Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Data Prep Market Size by Country (2022-2027) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 UAE 11 Key Players Profiles 11.1 Alteryx, Inc 11.1.1 Alteryx, Inc Company Details 11.1.2 Alteryx, Inc Business Overview 11.1.3 Alteryx, Inc Data Prep Introduction 11.1.4 Alteryx, Inc Revenue in Data Prep Business (2016-2021) 11.1.5 Alteryx, Inc Recent Development 11.2 Informatica 11.2.1 Informatica Company Details 11.2.2 Informatica Business Overview 11.2.3 Informatica Data Prep Introduction 11.2.4 Informatica Revenue in Data Prep Business (2016-2021) 11.2.5 Informatica Recent Development 11.3 IBM 11.3.1 IBM Company Details 11.3.2 IBM Business Overview 11.3.3 IBM Data Prep Introduction 11.3.4 IBM Revenue in Data Prep Business (2016-2021) 11.3.5 IBM Recent Development 11.4 Tibco Software Inc. 11.4.1 Tibco Software Inc. Company Details 11.4.2 Tibco Software Inc. Business Overview 11.4.3 Tibco Software Inc. Data Prep Introduction 11.4.4 Tibco Software Inc. Revenue in Data Prep Business (2016-2021) 11.4.5 Tibco Software Inc. Recent Development 11.5 Microsoft 11.5.1 Microsoft Company Details 11.5.2 Microsoft Business Overview 11.5.3 Microsoft Data Prep Introduction 11.5.4 Microsoft Revenue in Data Prep Business (2016-2021) 11.5.5 Microsoft Recent Development 11.6 SAS Institute 11.6.1 SAS Institute Company Details 11.6.2 SAS Institute Business Overview 11.6.3 SAS Institute Data Prep Introduction 11.6.4 SAS Institute Revenue in Data Prep Business (2016-2021) 11.6.5 SAS Institute Recent Development 11.7 Datawatch Corporation 11.7.1 Datawatch Corporation Company Details 11.7.2 Datawatch Corporation Business Overview 11.7.3 Datawatch Corporation Data Prep Introduction 11.7.4 Datawatch Corporation Revenue in Data Prep Business (2016-2021) 11.7.5 Datawatch Corporation Recent Development 11.8 Tableau Software 11.8.1 Tableau Software Company Details 11.8.2 Tableau Software Business Overview 11.8.3 Tableau Software Data Prep Introduction 11.8.4 Tableau Software Revenue in Data Prep Business (2016-2021) 11.8.5 Tableau Software Recent Development 11.9 Qlik Technologies Inc. 11.9.1 Qlik Technologies Inc. Company Details 11.9.2 Qlik Technologies Inc. Business Overview 11.9.3 Qlik Technologies Inc. Data Prep Introduction 11.9.4 Qlik Technologies Inc. Revenue in Data Prep Business (2016-2021) 11.9.5 Qlik Technologies Inc. Recent Development 11.10 SAP SE. 11.10.1 SAP SE. Company Details 11.10.2 SAP SE. Business Overview 11.10.3 SAP SE. Data Prep Introduction 11.10.4 SAP SE. Revenue in Data Prep Business (2016-2021) 11.10.5 SAP SE. Recent Development 11.11 Talend 11.11.1 Talend Company Details 11.11.2 Talend Business Overview 11.11.3 Talend Data Prep Introduction 11.11.4 Talend Revenue in Data Prep Business (2016-2021) 11.11.5 Talend Recent Development 11.12 Microstrategy Incorporated 11.12.1 Microstrategy Incorporated Company Details 11.12.2 Microstrategy Incorporated Business Overview 11.12.3 Microstrategy Incorporated Data Prep Introduction 11.12.4 Microstrategy Incorporated Revenue in Data Prep Business (2016-2021) 11.12.5 Microstrategy Incorporated Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details
List of Tables Table 1. Global Data Prep Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Data Curation Table 3. Key Players of Data Cataloging Table 4. Key Players of Data Quality Table 5. Key Players of Data Ingestion Table 6. Key Players of Data Governance Table 7. Global Data Prep Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 8. Global Data Prep Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 9. Global Data Prep Market Size by Regions (2016-2021) & (US$ Million) Table 10. Global Data Prep Market Share by Regions (2016-2021) Table 11. Global Data Prep Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 12. Global Data Prep Market Share by Regions (2022-2027) Table 13. Data Prep Market Trends Table 14. Data Prep Market Drivers Table 15. Data Prep Market Challenges Table 16. Data Prep Market Restraints Table 17. Global Data Prep Revenue by Players (2016-2021) & (US$ Million) Table 18. Global Data Prep Market Share by Players (2016-2021) Table 19. Global Top Data Prep Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data Prep as of 2020) Table 20. Ranking of Global Top Data Prep Companies by Revenue (US$ Million) in 2020 Table 21. Global 5 Largest Players Market Share by Data Prep Revenue (CR5 and HHI) & (2016-2021) Table 22. Key Players Headquarters and Area Served Table 23. Key Players Data Prep Product Solution and Service Table 24. Date of Enter into Data Prep Market Table 25. Mergers & Acquisitions, Expansion Plans Table 26. Global Data Prep Market Size by Type (2016-2021) (US$ Million) Table 27. Global Data Prep Revenue Market Share by Type (2016-2021) Table 28. Global Data Prep Forecasted Market Size by Type (2022-2027) (US$ Million) Table 29. Global Data Prep Revenue Market Share by Type (2022-2027) & (US$ Million) Table 30. Global Data Prep Market Size Share by Application (2016-2021) & (US$ Million) Table 31. Global Data Prep Revenue Market Share by Application (2016-2021) Table 32. Global Data Prep Forecasted Market Size by Application (2022-2027) (US$ Million) Table 33. Global Data Prep Revenue Market Share by Application (2022-2027) & (US$ Million) Table 34. North America Data Prep Market Size by Type (2016-2021) (US$ Million) Table 35. North America Data Prep Market Size by Type (2022-2027) & (US$ Million) Table 36. North America Data Prep Market Size by Application (2016-2021) (US$ Million) Table 37. North America Data Prep Market Size by Application (2022-2027) & (US$ Million) Table 38. North America Data Prep Market Size by Country (2016-2021) & (US$ Million) Table 39. North America Data Prep Market Size by Country (2022-2027) & (US$ Million) Table 40. Europe Data Prep Market Size by Type (2016-2021) (US$ Million) Table 41. Europe Data Prep Market Size by Type (2022-2027) & (US$ Million) Table 42. Europe Data Prep Market Size by Application (2016-2021) (US$ Million) Table 43. Europe Data Prep Market Size by Application (2022-2027) & (US$ Million) Table 44. Europe Data Prep Market Size by Country (2016-2021) & (US$ Million) Table 45. Europe Data Prep Market Size by Country (2022-2027) & (US$ Million) Table 46. Asia-Pacific Data Prep Market Size by Type (2016-2021) (US$ Million) Table 47. Asia-Pacific Data Prep Market Size by Type (2022-2027) & (US$ Million) Table 48. Asia-Pacific Data Prep Market Size by Application (2016-2021) (US$ Million) Table 49. Asia-Pacific Data Prep Market Size by Application (2022-2027) & (US$ Million) Table 50. Asia-Pacific Data Prep Market Size by Region (2016-2021) & (US$ Million) Table 51. Asia-Pacific Data Prep Market Size by Region (2022-2027) & (US$ Million) Table 52. Latin America Data Prep Market Size by Type (2016-2021) (US$ Million) Table 53. Latin America Data Prep Market Size by Type (2022-2027) & (US$ Million) Table 54. Latin America Data Prep Market Size by Application (2016-2021) (US$ Million) Table 55. Latin America Data Prep Market Size by Application (2022-2027) & (US$ Million) Table 56. Latin America Data Prep Market Size by Country (2016-2021) & (US$ Million) Table 57. Latin America Data Prep Market Size by Country (2022-2027) & (US$ Million) Table 58. Middle East & Africa Data Prep Market Size by Type (2016-2021) (US$ Million) Table 59. Middle East & Africa Data Prep Market Size by Type (2022-2027) & (US$ Million) Table 60. Middle East & Africa Data Prep Market Size by Application (2016-2021) (US$ Million) Table 61. Middle East & Africa Data Prep Market Size by Application (2022-2027) & (US$ Million) Table 62. Middle East & Africa Data Prep Market Size by Country (2016-2021) & (US$ Million) Table 63. Middle East & Africa Data Prep Market Size by Country (2022-2027) & (US$ Million) Table 64. Alteryx, Inc Company Details Table 65. Alteryx, Inc Business Overview Table 66. Alteryx, Inc Data Prep Product Table 67. Alteryx, Inc Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 68. Alteryx, Inc Recent Development Table 69. Informatica Company Details Table 70. Informatica Business Overview Table 71. Informatica Data Prep Product Table 72. Informatica Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 73. Informatica Recent Development Table 74. IBM Company Details Table 75. IBM Business Overview Table 76. IBM Data Prep Product Table 77. IBM Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 78. IBM Recent Development Table 79. Tibco Software Inc. Company Details Table 80. Tibco Software Inc. Business Overview Table 81. Tibco Software Inc. Data Prep Product Table 82. Tibco Software Inc. Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 83. Tibco Software Inc. Recent Development Table 84. Microsoft Company Details Table 85. Microsoft Business Overview Table 86. Microsoft Data Prep Product Table 87. Microsoft Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 88. Microsoft Recent Development Table 89. SAS Institute Company Details Table 90. SAS Institute Business Overview Table 91. SAS Institute Data Prep Product Table 92. SAS Institute Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 93. SAS Institute Recent Development Table 94. Datawatch Corporation Company Details Table 95. Datawatch Corporation Business Overview Table 96. Datawatch Corporation Data Prep Product Table 97. Datawatch Corporation Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 98. Datawatch Corporation Recent Development Table 99. Tableau Software Company Details Table 100. Tableau Software Business Overview Table 101. Tableau Software Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 102. Tableau Software Recent Development Table 103. Qlik Technologies Inc. Company Details Table 104. Qlik Technologies Inc. Business Overview Table 105. Qlik Technologies Inc. Data Prep Product Table 106. Qlik Technologies Inc. Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 107. Qlik Technologies Inc. Recent Development Table 108. SAP SE. Company Details Table 109. SAP SE. Business Overview Table 110. SAP SE. Data Prep Product Table 111. SAP SE. Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 112. SAP SE. Recent Development Table 113. Talend Company Details Table 114. Talend Business Overview Table 115. Talend Data Prep Product Table 116. Talend Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 117. Talend Recent Development Table 118. Microstrategy Incorporated Company Details Table 119. Microstrategy Incorporated Business Overview Table 120. Microstrategy Incorporated Data Prep Product Table 121. Microstrategy Incorporated Revenue in Data Prep Business (2016-2021) & (US$ Million) Table 122. Microstrategy Incorporated Recent Development Table 123. Research Programs/Design for This Report Table 124. Key Data Information from Secondary Sources Table 125. Key Data Information from Primary Sources List of Figures Figure 1. Global Data Prep Market Share by Type: 2020 VS 2027 Figure 2. Data Curation Features Figure 3. Data Cataloging Features Figure 4. Data Quality Features Figure 5. Data Ingestion Features Figure 6. Data Governance Features Figure 7. Global Data Prep Market Share by Application: 2020 VS 2027 Figure 8. Hosted Case Studies Figure 9. On-premises Case Studies Figure 10. Data Prep Report Years Considered Figure 11. Global Data Prep Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 12. Global Data Prep Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 13. Global Data Prep Market Share by Regions: 2020 VS 2027 Figure 14. Global Data Prep Market Share by Regions (2022-2027) Figure 15. Global Data Prep Market Share by Players in 2020 Figure 16. Global Top Data Prep Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data Prep as of 2020 Figure 17. The Top 10 and 5 Players Market Share by Data Prep Revenue in 2020 Figure 18. Global Data Prep Revenue Market Share by Type (2016-2021) Figure 19. Global Data Prep Revenue Market Share by Type (2022-2027) Figure 20. North America Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 21. North America Data Prep Market Share by Type (2016-2027) Figure 22. North America Data Prep Market Share by Application (2016-2027) Figure 23. North America Data Prep Market Share by Country (2016-2027) Figure 24. United States Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 25. Canada Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 26. Europe Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 27. Europe Data Prep Market Share by Type (2016-2027) Figure 28. Europe Data Prep Market Share by Application (2016-2027) Figure 29. Europe Data Prep Market Share by Country (2016-2027) Figure 30. Germany Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. France Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. U.K. Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Italy Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Russia Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 35. Nordic Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 36. Asia-Pacific Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 37. Asia-Pacific Data Prep Market Share by Type (2016-2027) Figure 38. Asia-Pacific Data Prep Market Share by Application (2016-2027) Figure 39. Asia-Pacific Data Prep Market Share by Region (2016-2027) Figure 40. China Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. Japan Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. South Korea Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Southeast Asia Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. India Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 45. Australia Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 46. Latin America Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 47. Latin America Data Prep Market Share by Type (2016-2027) Figure 48. Latin America Data Prep Market Share by Application (2016-2027) Figure 49. Latin America Data Prep Market Share by Country (2016-2027) Figure 50. Mexico Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 51. Brazil Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 52. Middle East & Africa Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 53. Middle East & Africa Data Prep Market Share by Type (2016-2027) Figure 54. Middle East & Africa Data Prep Market Share by Application (2016-2027) Figure 55. Middle East & Africa Data Prep Market Share by Country (2016-2027) Figure 56. Turkey Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 57. Saudi Arabia Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 58. UAE Data Prep Market Size YoY Growth (2016-2027) & (US$ Million) Figure 59. Alteryx, Inc Revenue Growth Rate in Data Prep Business (2016-2021) Figure 60. Informatica Revenue Growth Rate in Data Prep Business (2016-2021) Figure 61. IBM Revenue Growth Rate in Data Prep Business (2016-2021) Figure 62. Tibco Software Inc. Revenue Growth Rate in Data Prep Business (2016-2021) Figure 63. Microsoft Revenue Growth Rate in Data Prep Business (2016-2021) Figure 64. SAS Institute Revenue Growth Rate in Data Prep Business (2016-2021) Figure 65. Datawatch Corporation Revenue Growth Rate in Data Prep Business (2016-2021) Figure 66. Tableau Software Revenue Growth Rate in Data Prep Business (2016-2021) Figure 67. Qlik Technologies Inc. Revenue Growth Rate in Data Prep Business (2016-2021) Figure 68. SAP SE. Revenue Growth Rate in Data Prep Business (2016-2021) Figure 69. Talend Revenue Growth Rate in Data Prep Business (2016-2021) Figure 70. Microstrategy Incorporated Revenue Growth Rate in Data Prep Business (2016-2021) Figure 71. Bottom-up and Top-down Approaches for This Report Figure 72. Data Triangulation Figure 73. 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
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