1 Study Coverage 1.1 Data Transformation Software Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Introduction 1.2 Global Data Transformation Software Outlook 2017 VS 2022 VS 2028 1.2.1 Global Data Transformation Software Market Size for the Year 2017-2028 1.2.2 Global Data Transformation Software Market Size for the Year 2017-2028 1.3 Data Transformation Software Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.3.1 The Market Share of United States Data Transformation Software in Global, 2017 VS 2022 VS 2028 1.3.2 The Growth Rate of Data Transformation Software Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.4 Data Transformation Software Market Dynamics 1.4.1 Data Transformation Software Industry Trends 1.4.2 Data Transformation Software Market Drivers 1.4.3 Data Transformation Software Market Challenges 1.4.4 Data Transformation Software Market Restraints 1.5 Study Objectives 1.6 Years Considered 2 Data Transformation Software by Type 2.1 Data Transformation Software Market Segment by Type 2.1.1 Cloud-based 2.1.2 On-premises 2.2 Global Data Transformation Software Market Size by Type (2017, 2022 & 2028) 2.3 Global Data Transformation Software Market Size by Type (2017-2028) 2.4 United States Data Transformation Software Market Size by Type (2017, 2022 & 2028) 2.5 United States Data Transformation Software Market Size by Type (2017-2028) 3 Data Transformation Software by Application 3.1 Data Transformation Software Market Segment by Application 3.1.1 Large Enterprises 3.1.2 SMEs 3.2 Global Data Transformation Software Market Size by Application (2017, 2022 & 2028) 3.3 Global Data Transformation Software Market Size by Application (2017-2028) 3.4 United States Data Transformation Software Market Size by Application (2017, 2022 & 2028) 3.5 United States Data Transformation Software Market Size by Application (2017-2028) 4 Global Data Transformation Software Competitor Landscape by Company 4.1 Global Data Transformation Software Market Size by Company 4.1.1 Top Global Data Transformation Software Companies Ranked by Revenue (2021) 4.1.2 Global Data Transformation Software Revenue by Player (2017-2022) 4.2 Global Data Transformation Software Concentration Ratio (CR) 4.2.1 Data Transformation Software Market Concentration Ratio (CR) (2017-2022) 4.2.2 Global Top 5 and Top 10 Largest Companies of Data Transformation Software in 2021 4.2.3 Global Data Transformation Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 4.3 Global Data Transformation Software Headquarters, Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Type 4.3.1 Global Data Transformation Software Headquarters and Area Served 4.3.2 Global Data Transformation Software Companies Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Type 4.3.3 Date of International Companies Enter into Data Transformation Software Market 4.4 Companies Mergers & Acquisitions, Expansion Plans 4.5 United States Data Transformation Software Market Size by Company 4.5.1 Top Data Transformation Software Players in United States, Ranked by Revenue (2021) 4.5.2 United States Data Transformation Software Revenue by Players (2020, 2021 & 2022) 5 Global Data Transformation Software Market Size by Region 5.1 Global Data Transformation Software Market Size by Region: 2017 VS 2022 VS 2028 5.2 Global Data Transformation Software Market Size by Region (2017-2028) 5.2.1 Global Data Transformation Software Market Size by Region: 2017-2022 5.2.2 Global Data Transformation Software Market Size by Region (2023-2028) 6 Segment in Region Level & Country Level 6.1 North America 6.1.1 North America Data Transformation Software Market Size YoY Growth 2017-2028 6.1.2 North America Data Transformation Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.1.3 United States 6.1.4 Canada 6.2 Asia-Pacific 6.2.1 Asia-Pacific Data Transformation Software Market Size YoY Growth 2017-2028 6.2.2 Asia-Pacific Data Transformation Software 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 China Taiwan 6.2.9 Indonesia 6.2.10 Thailand 6.2.11 Malaysia 6.3 Europe 6.3.1 Europe Data Transformation Software Market Size YoY Growth 2017-2028 6.3.2 Europe Data Transformation Software 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 Transformation Software Market Size YoY Growth 2017-2028 6.4.2 Latin America Data Transformation Software 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 Transformation Software Market Size YoY Growth 2017-2028 6.5.2 Middle East and Africa Data Transformation Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.5.3 Turkey 6.5.4 Saudi Arabia 6.5.5 UAE 7 Company Profiles 7.1 Adeptia 7.1.1 Adeptia Company Details 7.1.2 Adeptia Business Overview 7.1.3 Adeptia Data Transformation Software Introduction 7.1.4 Adeptia Revenue in Data Transformation Software Business (2017-2022) 7.1.5 Adeptia Recent Development 7.2 Alooma 7.2.1 Alooma Company Details 7.2.2 Alooma Business Overview 7.2.3 Alooma Data Transformation Software Introduction 7.2.4 Alooma Revenue in Data Transformation Software Business (2017-2022) 7.2.5 Alooma Recent Development 7.3 Boomi 7.3.1 Boomi Company Details 7.3.2 Boomi Business Overview 7.3.3 Boomi Data Transformation Software Introduction 7.3.4 Boomi Revenue in Data Transformation Software Business (2017-2022) 7.3.5 Boomi Recent Development 7.4 Celigo 7.4.1 Celigo Company Details 7.4.2 Celigo Business Overview 7.4.3 Celigo Data Transformation Software Introduction 7.4.4 Celigo Revenue in Data Transformation Software Business (2017-2022) 7.4.5 Celigo Recent Development 7.5 Cleo 7.5.1 Cleo Company Details 7.5.2 Cleo Business Overview 7.5.3 Cleo Data Transformation Software Introduction 7.5.4 Cleo Revenue in Data Transformation Software Business (2017-2022) 7.5.5 Cleo Recent Development 7.6 Denodo 7.6.1 Denodo Company Details 7.6.2 Denodo Business Overview 7.6.3 Denodo Data Transformation Software Introduction 7.6.4 Denodo Revenue in Data Transformation Software Business (2017-2022) 7.6.5 Denodo Recent Development 7.7 Diyotta 7.7.1 Diyotta Company Details 7.7.2 Diyotta Business Overview 7.7.3 Diyotta Data Transformation Software Introduction 7.7.4 Diyotta Revenue in Data Transformation Software Business (2017-2022) 7.7.5 Diyotta Recent Development 7.8 Fivetran 7.8.1 Fivetran Company Details 7.8.2 Fivetran Business Overview 7.8.3 Fivetran Data Transformation Software Introduction 7.8.4 Fivetran Revenue in Data Transformation Software Business (2017-2022) 7.8.5 Fivetran Recent Development 7.9 Hitachi Vantara 7.9.1 Hitachi Vantara Company Details 7.9.2 Hitachi Vantara Business Overview 7.9.3 Hitachi Vantara Data Transformation Software Introduction 7.9.4 Hitachi Vantara Revenue in Data Transformation Software Business (2017-2022) 7.9.5 Hitachi Vantara Recent Development 7.10 HVR 7.10.1 HVR Company Details 7.10.2 HVR Business Overview 7.10.3 HVR Data Transformation Software Introduction 7.10.4 HVR Revenue in Data Transformation Software Business (2017-2022) 7.10.5 HVR Recent Development 7.11 IBM 7.11.1 IBM Company Details 7.11.2 IBM Business Overview 7.11.3 IBM Data Transformation Software Introduction 7.11.4 IBM Revenue in Data Transformation Software Business (2017-2022) 7.11.5 IBM Recent Development 7.12 Informatica 7.12.1 Informatica Company Details 7.12.2 Informatica Business Overview 7.12.3 Informatica Data Transformation Software Introduction 7.12.4 Informatica Revenue in Data Transformation Software Business (2017-2022) 7.12.5 Informatica Recent Development 7.13 Jitterbit 7.13.1 Jitterbit Company Details 7.13.2 Jitterbit Business Overview 7.13.3 Jitterbit Data Transformation Software Introduction 7.13.4 Jitterbit Revenue in Data Transformation Software Business (2017-2022) 7.13.5 Jitterbit Recent Development 7.14 Keboola 7.14.1 Keboola Company Details 7.14.2 Keboola Business Overview 7.14.3 Keboola Data Transformation Software Introduction 7.14.4 Keboola Revenue in Data Transformation Software Business (2017-2022) 7.14.5 Keboola Recent Development 7.15 Matillion 7.15.1 Matillion Company Details 7.15.2 Matillion Business Overview 7.15.3 Matillion Data Transformation Software Introduction 7.15.4 Matillion Revenue in Data Transformation Software Business (2017-2022) 7.15.5 Matillion Recent Development 7.16 Microsoft 7.16.1 Microsoft Company Details 7.16.2 Microsoft Business Overview 7.16.3 Microsoft Data Transformation Software Introduction 7.16.4 Microsoft Revenue in Data Transformation Software Business (2017-2022) 7.16.5 Microsoft Recent Development 7.17 MuleSoft 7.17.1 MuleSoft Company Details 7.17.2 MuleSoft Business Overview 7.17.3 MuleSoft Data Transformation Software Introduction 7.17.4 MuleSoft Revenue in Data Transformation Software Business (2017-2022) 7.17.5 MuleSoft Recent Development 7.18 Oracle 7.18.1 Oracle Company Details 7.18.2 Oracle Business Overview 7.18.3 Oracle Data Transformation Software Introduction 7.18.4 Oracle Revenue in Data Transformation Software Business (2017-2022) 7.18.5 Oracle Recent Development 7.19 Precisely 7.19.1 Precisely Company Details 7.19.2 Precisely Business Overview 7.19.3 Precisely Data Transformation Software Introduction 7.19.4 Precisely Revenue in Data Transformation Software Business (2017-2022) 7.19.5 Precisely Recent Development 7.20 Qlik 7.20.1 Qlik Company Details 7.20.2 Qlik Business Overview 7.20.3 Qlik Data Transformation Software Introduction 7.20.4 Qlik Revenue in Data Transformation Software Business (2017-2022) 7.20.5 Qlik Recent Development 7.21 SAP 7.21.1 SAP Company Details 7.21.2 SAP Business Overview 7.21.3 SAP Data Transformation Software Introduction 7.21.4 SAP Revenue in Data Transformation Software Business (2017-2022) 7.21.5 SAP Recent Development 7.22 SAS 7.22.1 SAS Company Details 7.22.2 SAS Business Overview 7.22.3 SAS Data Transformation Software Introduction 7.22.4 SAS Revenue in Data Transformation Software Business (2017-2022) 7.22.5 SAS Recent Development 7.23 SnapLogic 7.23.1 SnapLogic Company Details 7.23.2 SnapLogic Business Overview 7.23.3 SnapLogic Data Transformation Software Introduction 7.23.4 SnapLogic Revenue in Data Transformation Software Business (2017-2022) 7.23.5 SnapLogic Recent Development 7.24 Striim 7.24.1 Striim Company Details 7.24.2 Striim Business Overview 7.24.3 Striim Data Transformation Software Introduction 7.24.4 Striim Revenue in Data Transformation Software Business (2017-2022) 7.24.5 Striim Recent Development 7.25 TIBCO Software 7.25.1 TIBCO Software Company Details 7.25.2 TIBCO Software Business Overview 7.25.3 TIBCO Software Data Transformation Software Introduction 7.25.4 TIBCO Software Revenue in Data Transformation Software Business (2017-2022) 7.25.5 TIBCO Software Recent Development 7.26 TMMData 7.26.1 TMMData Company Details 7.26.2 TMMData Business Overview 7.26.3 TMMData Data Transformation Software Introduction 7.26.4 TMMData Revenue in Data Transformation Software Business (2017-2022) 7.26.5 TMMData Recent Development 7.27 Tray.io 7.27.1 Tray.io Company Details 7.27.2 Tray.io Business Overview 7.27.3 Tray.io Data Transformation Software Introduction 7.27.4 Tray.io Revenue in Data Transformation Software Business (2017-2022) 7.27.5 Tray.io 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 Transformation Software Market Size United States VS Global, CAGR (2017 VS 2022 VS 2028) Table 2. Data Transformation Software Market Trends Table 3. Data Transformation Software Market Drivers Table 4. Data Transformation Software Market Challenges Table 5. Data Transformation Software Market Restraints Table 6. Global Data Transformation Software Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 7. United States Data Transformation Software Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 8. Global Data Transformation Software Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 9. United States Data Transformation Software Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 10. Top Data Transformation Software Companies in Global Market, Ranking by Revenue (2021) Table 11. Global Data Transformation Software Revenue by Player, (US$ Million), 2017-2022 Table 12. Global Data Transformation Software Revenue Share by Player, 2017-2022 Table 13. Global Data Transformation Software Companies Market Concentration Ratio (CR5 and HHI) Table 14. Global Data Transformation Software by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Transformation Software as of 2021) Table 15. Top Players of Data Transformation Software in Global Market, Headquarters and Area Served Table 16. Companies Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Type Table 17. Date of International Companies Enter into Data Transformation Software Market Table 18. Companies Mergers & Acquisitions, Expansion Plans Table 19. Top Data Transformation Software Players in United States Market, Ranking by Revenue (2021) Table 20. United States Data Transformation Software Revenue by Players, (US$ Million), 2020, 2021 & 2022 Table 21. United States Data Transformation Software Revenue Share by Players, 2020, 2021 & 2022 Table 22. Global Data Transformation Software Market Size by Region (US$ Million): 2017 VS 2022 VS 2028 Table 23. Global Data Transformation Software Market Size by Region (2017-2022) & (US$ Million) Table 24. Global Data Transformation Software Market Size Forecast by Region (2023-2028) & (US$ Million) Table 25. North America Data Transformation Software Sales in Value by Country (2017-2028) & (US$ Million) Table 26. Asia Pacific Data Transformation Software Sales in Value by Region (2017-2028) & (US$ Million) Table 27. Europe Data Transformation Software Sales in Value by Country (2017-2028) & (US$ Million) Table 28. Latin Americaa Data Transformation Software Sales in Value by Country (2017-2028) & (US$ Million) Table 29. Middle East and Africa Data Transformation Software Sales in Value by Country (2017-2028) & (US$ Million) Table 30. Adeptia Company Details Table 31. Adeptia Business Overview Table 32. Adeptia Data Transformation Software Product Table 33. Adeptia Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 34. Adeptia Recent Development Table 35. Alooma Company Details Table 36. Alooma Business Overview Table 37. Alooma Data Transformation Software Product Table 38. Alooma Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 39. Alooma Recent Development Table 40. Boomi Company Details Table 41. Boomi Business Overview Table 42. Boomi Data Transformation Software Product Table 43. Boomi Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 44. Boomi Recent Development Table 45. Celigo Company Details Table 46. Celigo Business Overview Table 47. Celigo Data Transformation Software Product Table 48. Celigo Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 49. Celigo Recent Development Table 50. Cleo Company Details Table 51. Cleo Business Overview Table 52. Cleo Data Transformation Software Product Table 53. Cleo Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 54. Cleo Recent Development Table 55. Denodo Company Details Table 56. Denodo Business Overview Table 57. Denodo Data Transformation Software Product Table 58. Denodo Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 59. Denodo Recent Development Table 60. Diyotta Company Details Table 61. Diyotta Business Overview Table 62. Diyotta Data Transformation Software Product Table 63. Diyotta Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 64. Diyotta Recent Development Table 65. Fivetran Company Details Table 66. Fivetran Business Overview Table 67. Fivetran Data Transformation Software Product Table 68. Fivetran Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 69. Fivetran Recent Development Table 70. Hitachi Vantara Company Details Table 71. Hitachi Vantara Business Overview Table 72. Hitachi Vantara Data Transformation Software Product Table 73. Hitachi Vantara Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 74. Hitachi Vantara Recent Development Table 75. HVR Company Details Table 76. HVR Business Overview Table 77. HVR Data Transformation Software Product Table 78. HVR Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 79. HVR Recent Development Table 80. IBM Company Details Table 81. IBM Business Overview Table 82. IBM Data Transformation Software Product Table 83. IBM Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 84. IBM Recent Development Table 85. Informatica Company Details Table 86. Informatica Business Overview Table 87. Informatica Data Transformation Software Product Table 88. Informatica Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 89. Informatica Recent Development Table 90. Jitterbit Company Details Table 91. Jitterbit Business Overview Table 92. Jitterbit Data Transformation Software Product Table 93. Jitterbit Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 94. Jitterbit Recent Development Table 95. Keboola Company Details Table 96. Keboola Business Overview Table 97. Keboola Data Transformation Software Product Table 98. Keboola Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 99. Keboola Recent Development Table 100. Matillion Company Details Table 101. Matillion Business Overview Table 102. Matillion Data Transformation Software Product Table 103. Matillion Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 104. Matillion Recent Development Table 105. Microsoft Company Details Table 106. Microsoft Business Overview Table 107. Microsoft Data Transformation Software Product Table 108. Microsoft Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 109. Microsoft Recent Development Table 110. MuleSoft Company Details Table 111. MuleSoft Business Overview Table 112. MuleSoft Data Transformation Software Product Table 113. MuleSoft Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 114. MuleSoft Recent Development Table 115. Oracle Company Details Table 116. Oracle Business Overview Table 117. Oracle Data Transformation Software Product Table 118. Oracle Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 119. Oracle Recent Development Table 120. Precisely Company Details Table 121. Precisely Business Overview Table 122. Precisely Data Transformation Software Product Table 123. Precisely Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 124. Precisely Recent Development Table 125. Qlik Company Details Table 126. Qlik Business Overview Table 127. Qlik Data Transformation Software Product Table 128. Qlik Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 129. Qlik Recent Development Table 130. SAP Company Details Table 131. SAP Business Overview Table 132. SAP Data Transformation Software Product Table 133. SAP Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 134. SAP Recent Development Table 135. SAS Company Details Table 136. SAS Business Overview Table 137. SAS Data Transformation Software Product Table 138. SAS Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 139. SAS Recent Development Table 140. SnapLogic Company Details Table 141. SnapLogic Business Overview Table 142. SnapLogic Data Transformation Software Product Table 143. SnapLogic Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 144. SnapLogic Recent Development Table 145. Striim Company Details Table 146. Striim Business Overview Table 147. Striim Data Transformation Software Product Table 148. Striim Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 149. Striim Recent Development Table 150. TIBCO Software Company Details Table 151. TIBCO Software Business Overview Table 152. TIBCO Software Data Transformation Software Product Table 153. TIBCO Software Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 154. TIBCO Software Recent Development Table 155. TMMData Company Details Table 156. TMMData Business Overview Table 157. TMMData Data Transformation Software Product Table 158. TMMData Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 159. TMMData Recent Development Table 160. Tray.io Company Details Table 161. Tray.io Business Overview Table 162. Tray.io Data Transformation Software Product Table 163. Tray.io Revenue in Data Transformation Software Business (2017-2022) & (US$ Million) Table 164. Tray.io Recent Development Table 165. Research Programs/Design for This Report Table 166. Key Data Information from Secondary Sources Table 167. Key Data Information from Primary Sources List of Figures Figure 1. Data Transformation Software Product Picture Figure 2. Global Data Transformation Software Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 3. Global Data Transformation Software Market Size 2017-2028 (US$ Million) Figure 4. United States Data Transformation Software Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 5. United States Data Transformation Software Market Size 2017-2028 (US$ Million) Figure 6. United States Data Transformation Software Market Share in Global 2017-2028 Figure 7. Data Transformation Software Report Years Considered Figure 8. Product Picture of Cloud-based Figure 9. Product Picture of On-premises Figure 10. Global Data Transformation Software Market Share by Type in 2022 & 2028 Figure 11. Global Data Transformation Software Market Size by Type (2017-2028) & (US$ Million) Figure 12. Global Data Transformation Software Market Share by Type (2017-2028) Figure 13. United States Data Transformation Software Market Share by Type in 2022 & 2028 Figure 14. United States Data Transformation Software Market Size by Type (2017-2028) & (US$ Million) Figure 15. United States Data Transformation Software Market Share by Type (2017-2028) Figure 16. Product Picture of Large Enterprises Figure 17. Product Picture of SMEs Figure 18. Global Data Transformation Software Market Share by Application in 2022 & 2028 Figure 19. Global Data Transformation Software Market Size by Application (2017-2028) & (US$ Million) Figure 20. Global Data Transformation Software Market Share by Application (2017-2028) Figure 21. United States Data Transformation Software Market Share by Application in 2022 & 2028 Figure 22. United States Data Transformation Software Market Size by Application (2017-2028) & (US$ Million) Figure 23. United States Data Transformation Software Market Share by Application (2017-2028) Figure 24. North America Data Transformation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 25. United States Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 26. Canada Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 27. Europe Data Transformation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 28. Germany Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 29. France Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 30. U.K. Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 31. Italy Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 32. Russia Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 33. Asia-Pacific Data Transformation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 34. China Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 35. Japan Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 36. South Korea Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 37. India Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 38. Australia Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 39. China Taiwan Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 40. Indonesia Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 41. Thailand Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 42. Malaysia Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 43. Latin America Data Transformation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 44. Mexico Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 45. Brazil Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 46. Argentina Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 47. Middle East & Africa Data Transformation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 48. Turkey Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 49. Saudi Arabia Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 50. UAE Data Transformation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 51. Adeptia Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 52. Alooma Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 53. Boomi Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 54. Celigo Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 55. Cleo Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 56. Denodo Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 57. Diyotta Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 58. Fivetran Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 59. Hitachi Vantara Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 60. HVR Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 61. IBM Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 62. Informatica Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 63. Jitterbit Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 64. Keboola Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 65. Matillion Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 66. Microsoft Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 67. MuleSoft Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 68. Oracle Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 69. Precisely Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 70. Qlik Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 71. SAP Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 72. SAS Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 73. SnapLogic Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 74. Striim Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 75. TIBCO Software Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 76. TMMData Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 77. Tray.io Revenue Growth Rate in Data Transformation Software Business (2017-2022) Figure 78. Bottom-up and Top-down Approaches for This Report Figure 79. Data Triangulation Figure 80. Key Executives Interviewed

Adeptia Alooma Boomi Celigo Cleo Denodo Diyotta Fivetran Hitachi Vantara HVR IBM Informatica Jitterbit Keboola Matillion Microsoft MuleSoft Oracle Precisely Qlik SAP SAS SnapLogic Striim TIBCO Software TMMData Tray.io