LIST OF TABLES
TABLE 01. GLOBAL DATA WRANGLING MARKET, BY COMPONENT, 2018-2026($MILLION)
TABLE 02. GLOBAL DATA WRANGLING MARKET REVENUE FOR SOLUTION, BY REGION 2018-2026 ($MILLION)
TABLE 03. GLOBAL DATA WRANGLING MARKET REVENUE FOR SERVICES, BY REGION, 2018-2026 ($MILLION)
TABLE 04. GLOBAL DATA WRANGLING SOFTWARE MARKET REVENUE, BY DEPLOYMENT MODE, 2018-2026 ($MILLION)
TABLE 05. GLOBAL DATA WRANGLING MARKET REVENUE FOR ON-PREMISE, BY REGION 2018-2026 ($MILLION)
TABLE 06. GLOBAL DATA WRANGLING MARKET REVENUE FOR CLOUD, BY REGION 2018-2026 ($MILLION)
TABLE 07. GLOBAL DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE , 2018-2026($MILLION)
TABLE 08. GLOBAL DATA WRANGLING MARKET REVENUE FOR LARGE ENTERPRISES, BY REGION 2018-2026 ($MILLION)
TABLE 09. GLOBAL DATA WRANGLING MARKET REVENUE FOR SMALL & MEDIUM ENTERPRISES, BY REGION 2018-2026 ($MILLION)
TABLE 10. GLOBAL DATA WRANGLING SOFTWARE MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 11. GLOBAL DATA WRANGLING MARKET REVENUE FOR FINANCE, BY REGION 2018-2026 ($MILLION)
TABLE 12. GLOBAL DATA WRANGLING SOFTWARE MARKET REVENUE FOR MARKETING & SALES, BY REGION 2018-2026 ($MILLION)
TABLE 13. GLOBAL DATA WRANGLING MARKET REVENUE FOR OPERATIONS, BY REGION 2018-2026 ($MILLION)
TABLE 14. GLOBAL DATA WRANGLING SOFTWARE MARKET REVENUE FOR HUMAN RESOURCES, BY REGION 2018-2026 ($MILLION)
TABLE 01. GLOBAL DATA WRANGLING SOFTWARE MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 02. GLOBAL DATA WRANGLING MARKET REVENUE FOR BFSI, BY REGION 2018-2026 ($MILLION)
TABLE 03. GLOBAL DATA WRANGLING MARKET REVENUE FOR MANUFACTURING, BY REGION 2018-2026 ($MILLION)
TABLE 04. GLOBAL DATA WRANGLING MARKET REVENUE FOR HEALTHCARE, BY REGION 2018-2026 ($MILLION)
TABLE 05. GLOBAL DATA WRANGLING MARKET REVENUE FOR GOVERNMENT, BY REGION 2018-2026 ($MILLION)
TABLE 06. GLOBAL DATA WRANGLING MARKET REVENUE FOR RETAIL AND ECOMMERCE, BY REGION 2018-2026 ($MILLION)
TABLE 07. GLOBAL DATA WRANGLING MARKET REVENUE FOR IT & TELECOM, BY REGION 2018-2026 ($MILLION)
TABLE 08. GLOBAL DATA WRANGLING MARKET REVENUE FOR EDUCATION, BY REGION 2018-2026 ($MILLION)
TABLE 09. GLOBAL DATA WRANGLING MARKET REVENUE FOR OTHERS, BY REGION 2018-2026 ($MILLION)
TABLE 10. GLOBAL DATA WRANGLING MARKET REVENUE, BY REGION, 2018-2026 ($MILLION)
TABLE 11. NORTH AMERICA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 12. NORTH AMERICA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 13. NORTH AMERICA DATA WRANGLING MARKET REVENUE, BY ENTERPRISE SIZE, 2018-2026 ($MILLION)
TABLE 14. NORTH AMERICA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 15. NORTH AMERICA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 16. NORTH AMERICA DATA WRANGLING MARKET REVENUE, BY COUNTRY, 2018-2026 ($MILLION)
TABLE 17. U.S. DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 18. U.S. DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 19. U.S. DATA WRANGLING MARKET REVENUE, BY ENTERPRISE SIZE, 2018-2026 ($MILLION)
TABLE 20. U.S. DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 21. U.S. DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 22. CANADA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 23. CANADA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 24. CANADA DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 25. CANADA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 26. CANADA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 27. EUROPE DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 28. EUROPE DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 29. EUROPE DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 30. EUROPE DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 31. EUROPE DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 32. EUROPE DATA WRANGLING MARKET REVENUE, BY COUNTRY, 2018-2026 ($MILLION)
TABLE 33. UK DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 34. UK DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 35. UK DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 36. UK DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 37. UK DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 38. GERMANY DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 39. GERMANY DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 40. GERMANY DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 41. GERMANY DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 42. GERMANY DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 43. FRANCE DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 44. FRANCE DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 45. FRANCE DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 46. FRANCE DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 47. FRANCE DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 48. ITALY DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 49. ITALY DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 50. ITALY DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 51. ITALY DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 52. ITALY DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 53. SPAIN DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 54. SPAIN DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 55. SPAIN DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 56. SPAIN DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 57. SPAIN DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 58. RUSSIA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 59. RUSSIA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 60. RUSSIA DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 61. RUSSIA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 62. RUSSIA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 63. REST OF EUROPE DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 64. REST OF EUROPE DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 65. REST OF EUROPE DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 66. REST OF EUROPE DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 67. REST OF EUROPE DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 68. ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 69. ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 70. ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY ENTERPRISE SIZE, 2018-2026 ($MILLION)
TABLE 71. ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 72. ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 73. ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY COUNTRY, 2018-2026 ($MILLION)
TABLE 74. CHINA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 75. CHINA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 76. CHINA DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 77. CHINA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 78. CHINA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 79. INDIA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 80. INDIA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 81. INDIA DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 82. INDIA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 83. INDIA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 84. JAPAN DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 85. JAPAN DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 86. JAPAN DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 87. JAPAN DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 88. JAPAN DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 89. AUSTRALIA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 90. AUSTRALIA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 91. AUSTRALIA DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 92. AUSTRALIA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 93. AUSTRALIA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 94. SINGAPORE DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 95. SINGAPORE DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 96. SINGAPORE DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 97. SINGAPORE DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 98. SINGAPORE DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 99. SOUTH KOREA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 100. SOUTH KOREA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 101. SOUTH KOREA DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 102. SOUTH KOREA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 103. SOUTH KOREA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 104. REST OF ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 105. REST OF ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 106. REST OF ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 107. REST OF ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 108. REST OF ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 109. LAMEA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 110. LAMEA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 111. LAMEA DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 112. LAMEA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 113. LAMEA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 114. LAMEA DATA WRANGLING MARKET REVENUE, BY COUNTRY, 2018-2026 ($MILLION)
TABLE 115. LATIN AMERICA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 116. LATIN AMERICA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 117. LATIN AMERICA DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 118. LATIN AMERICA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 119. LATIN AMERICA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 120. MIDDLE EAST DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 121. MIDDLE EAST DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 122. MIDDLE EAST DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 123. MIDDLE EAST DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 124. MIDDLE EAST DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 125. AFRICA DATA WRANGLING MARKET REVENUE, BY COMPONENT 2018-2026 ($MILLION)
TABLE 126. AFRICA DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODEL 2018-2026 ($MILLION)
TABLE 127. AFRICA DATA WRANGLING MARKET REVENUE, BY ORGANIZATION SIZE, 2018-2026 ($MILLION)
TABLE 128. AFRICA DATA WRANGLING MARKET REVENUE, BY BUSINESS FUNCTION, 2018-2026 ($MILLION)
TABLE 129. AFRICA DATA WRANGLING MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
TABLE 130. PARTNERSHIP (2016-2019)
TABLE 131. ACQUISITION (2016-2019)
TABLE 132. COLLABORATION (2016-2019)
TABLE 133. BUSINESS EXPANSION (2016-2019)
TABLE 134. PRODUCT DEVELOPMENT (2016-2019)
TABLE 135. PRODUCT LAUNCH (2016-2019)
TABLE 136. ALTERYX, INC.: KEY EXECUTIVES
TABLE 137. ALTERYX, INC.: COMPANY SNAPSHOT
TABLE 138. ALTERYX, INC.: PRODUCT PORTFOLIO
TABLE 139. HITACHI VANTARA CORPORATION: KEY EXECUTIVES
TABLE 140. HITACHI VANTARA CORPORATION: COMPANY SNAPSHOT
TABLE 141. HITACHI LTD.: OPERATING SEGMENTS
TABLE 142. HITACHI VANTARA CORPORATION: PRODUCT PORTFOLIO
TABLE 143. INTERNATIONAL BUSINESS MACHINES CORPORATION: KEY EXECUTIVES
TABLE 144. INTERNATIONAL BUSINESS MACHINES CORPORATION: COMPANY SNAPSHOT
TABLE 145. INTERNATIONAL BUSINESS MACHINES CORPORATION: OPERATING SEGMENTS
TABLE 146. INTERNATIONAL BUSINESS MACHINES CORPORATION: PRODUCT PORTFOLIO
TABLE 147. IMPETUS TECHNOLOGIES, INC.: KEY EXECUTIVES
TABLE 148. IMPETUS TECHNOLOGIES, INC.: COMPANY SNAPSHOT
TABLE 149. IMPETUS TECHNOLOGIES, INC.: PRODUCT PORTFOLIO
TABLE 150. ORACLE CORPORATION: KEY EXECUTIVES
TABLE 151. ORACLE CORPORATION: COMPANY SNAPSHOT
TABLE 152. ORACLE CORPORATION: OPERATING SEGMENTS
TABLE 153. ORACLE CORPORATION: PRODUCT PORTFOLIO
TABLE 154. ORACLE CORPORATION: KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 155. PAXATA, INC.: KEY EXECUTIVES
TABLE 156. PAXATA, INC.: COMPANY SNAPSHOT
TABLE 157. PAXATA, INC.: PRODUCT PORTFOLIO
TABLE 158. SAS INSTITUTE INC.: KEY EXECUTIVES
TABLE 159. SAS INSTITUTE INC.: COMPANY SNAPSHOT
TABLE 160. SAS INSTITUTE INC.: PRODUCT PORTFOLIO
TABLE 161. TIBCO SOFTWARE INC.: KEY EXECUTIVES
TABLE 162. TIBCO SOFTWARE INC.: COMPANY SNAPSHOT
TABLE 163. TIBCO SOFTWARE INC.: PRODUCT PORTFOLIO
TABLE 164. TERADATA CORPORATION: COMPANY SNAPSHOT
TABLE 165. TERADATA CORPORATION: PRODUCT PORTFOLIO
TABLE 166. TRIFACTA: KEY EXECUTIVES
TABLE 167. TRIFACTA: COMPANY SNAPSHOT
TABLE 168. TRIFACTA: PRODUCT PORTFOLIO

LIST OF FIGURE

LIST OF FIGURES
FIGURE 01. KEY MARKET SEGMENTS
FIGURE 02. GLOBAL DATA WRANGLING MARKET, 2018-2026
FIGURE 03. GLOBAL DATA WRANGLING MARKET, BY REGION, 2018-2026
FIGURE 04. DATA WRANGLING MARKET: TOP IMPACTING FACTOR
FIGURE 05. TOP INVESTMENT POCKETS
FIGURE 06. LOW-TO-MODERATE BARGAINING POWER OF SUPPLIERS
FIGURE 07. LOW-TO-HIGH BARGAINING POWER OF BUYER
FIGURE 08. MODERATE-TO-HIGH THREAT OF SUBSTITUTES
FIGURE 09. LOW-TO-HIGH THREAT OF NEW ENTRANTS
FIGURE 10. LOW-TO-HIGH COMPETITIVE RIVALRY
FIGURE 11. GLOBAL DATA WRANGLING MARKET REVENUE, BY COMPONENT, 2018-2026($MILLION)
FIGURE 12. COMPARATIVE SHARE ANALYSIS OF GLOBAL DATA WRANGLING MARKET FOR SOLUTION, BY COUNTRY, 2018 & 2026(%)
FIGURE 13. COMPARATIVE SHARE ANALYSIS OF GLOBAL DATA WRANGLING MARKET FOR SERVICES, BY COUNTRY, 2020 & 2026 (%)
FIGURE 14. GLOBAL DATA WRANGLING MARKET REVENUE, BY DEPLOYMENT MODE, 2018-2026 ($MILLION)
FIGURE 15. COMPARATIVE SHARE ANALYSIS OF GLOBAL DATA WRANGLING MARKET FOR ON-PREMISE BY COUNTRY, 2018 & 2026(%)
FIGURE 16. COMPARATIVE SHARE ANALYSIS OF GLOBAL DATA WRANGLING SOFTWARE MARKET FOR CLOUD, BY COUNTRY, 2018 & 2026(%)
FIGURE 17. GLOBAL DATA WRANGLING MARKET, BY ORGANIZATION SIZE, 2018-2026
FIGURE 18. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR LARGE ENTERPRISES, BY COUNTRY, 2018 & 2026(%)
FIGURE 19. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR SMALL & MEDIUM ENTERPRISES, BY COUNTRY, 2018 & 2026(%)
FIGURE 20. GLOBAL DATA WRANGLING SOFTWARE MARKET REVENUE, BY INDUSTRY VERTICAL, 2018-2026 ($MILLION)
FIGURE 21. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR FINANCE, BY COUNTRY, 2018 & 2026 (%)
FIGURE 22. COMPARATIVE SHARE ANALYSIS OF GLOBAL DATA WRANGLING SOFTWARE MARKET FOR MARKETING & SALES BY COUNTRY, 2018 & 2026(%)
FIGURE 23. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR OPERATIONS, BY COUNTRY, 2018 & 2026 (%)
FIGURE 24. COMPARATIVE SHARE ANALYSIS OF GLOBAL DATA WRANGLING SOFTWARE MARKET FOR HUMAN RESOURCES, BY COUNTRY, 2018 & 2026(%)
FIGURE 25. GLOBAL DATA WRANGLING MARKET, BY INDUSTRY VERTICAL, 2018-2026
FIGURE 26. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR BFSI, BY COUNTRY, 2018 & 2026(%)
FIGURE 27. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR MANUFACTURING, BY COUNTRY, 2018 & 2026(%)
FIGURE 28. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR HEALTHCARE, BY COUNTRY, 2018 & 2026(%)
FIGURE 29. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR GOVERNMENT, BY COUNTRY, 2018 & 2026(%)
FIGURE 30. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR RETAIL AND ECOMMERCE, BY COUNTRY, 2018 & 2026(%)
FIGURE 31. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR IT & TELECOM, BY COUNTRY, 2018 & 2026(%)
FIGURE 32. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR EDUCATION, BY COUNTRY, 2018 & 2026(%)
FIGURE 33. COMPARATIVE SHARE ANALYSIS GLOBAL DATA WRANGLING MARKET FOR OTHERS, BY COUNTRY, 2018 & 2026(%)
FIGURE 34. U.S. DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 35. CANADA DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 36. UK DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 37. GERMANY DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 38. FRANCE DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 39. ITALY DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 40. SPAIN DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 41. RUSSIA DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 42. CANADA DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 43. CHINA DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 44. INDIA DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 45. JAPAN DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 46. AUSTRALIA DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 47. SINGAPORE DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 48. SOUTH KOREA DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 49. REST OF ASIA-PACIFIC DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 50. LATIN AMERICA DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 51. MIDDLE EAST DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 52. AFRICA DATA WRANGLING MARKET REVENUE, 2018-2026 ($MILLION)
FIGURE 53. KEY PLAYERS POSITIONING, 2018
FIGURE 54. TOP WINNING STRATEGIES, BY YEAR, 2019-2026
FIGURE 55. TOP WINNING STRATEGIES, BY DEVELOPMENT, 2016-2019
FIGURE 56. TOP WINNING STRATEGIES, BY COMPANY, 2016-2019
FIGURE 57. VALUE CHAIN
FIGURE 58. COMPETITIVE DASHBOARD
FIGURE 59. COMPETITIVE DASHBOARD
FIGURE 60. COMPETITIVE HEATMAP OF KEY PLAYERS
FIGURE 61. R&D EXPENDITURE, 2016-2018 ($MILLION)
FIGURE 62. ALTERYX, INC.: REVENUE, 2016-2018 ($MILLION)
FIGURE 01. ALTERYX, INC.: REVENUE SHARE BY REGION, 2018 (%)
FIGURE 02. R&D EXPENDITURE, 2016-2018 ($MILLION)
FIGURE 03. HITACHI, LTD.: REVENUE, 2016-2018 ($MILLION)
FIGURE 04. HITACHI, LTD.: REVENUE SHARE BY SEGMENT, 2018 (%)
FIGURE 05. HITACHI, LTD.: REVENUE SHARE BY REGION, 2018 (%)
FIGURE 06. R&D EXPENDITURE, 2016-2018 ($MILLION)
FIGURE 07. INTERNATIONAL BUSINESS MACHINES CORPORATION: REVENUE, 2016-2018 ($MILLION)
FIGURE 08. INTERNATIONAL BUSINESS MACHINES CORPORATION: REVENUE SHARE BY SEGMENT, 2018 (%)
FIGURE 09. INTERNATIONAL BUSINESS MACHINES CORPORATION: REVENUE SHARE BY REGION, 2018 (%)
FIGURE 10. R&D EXPENDITURE, 2016-2018 ($MILLION)
FIGURE 11. ORACLE CORPORATION: REVENUE, 2016-2018 ($MILLION)
FIGURE 12. ORACLE CORPORATION: REVENUE SHARE BY SEGMENT, 2018 (%)
FIGURE 13. ORACLE CORPORATION: REVENUE SHARE BY REGION, 2018 (%)
FIGURE 14. SAS INSTITUTE INC.: REVENUE, 2016-2018 ($MILLION)
FIGURE 15. TERADATA CORPORATION: KEY EXECUTIVES