List of Tables
Table 1. Global Education and Learning Analytics Software and Services Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027
Table 2. Key Players of Predictive Analytics
Table 3. Key Players of Prescriptive Analytics
Table 4. Key Players of Descriptive Analytics
Table 5. Global Education and Learning Analytics Software and Services Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027
Table 6. Global Education and Learning Analytics Software and Services Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027
Table 7. Global Education and Learning Analytics Software and Services Market Size by Regions (2016-2021) & (US$ Million)
Table 8. Global Education and Learning Analytics Software and Services Market Share by Regions (2016-2021)
Table 9. Global Education and Learning Analytics Software and Services Forecasted Market Size by Regions (2022-2027) & (US$ Million)
Table 10. Global Education and Learning Analytics Software and Services Market Share by Regions (2022-2027)
Table 11. Education and Learning Analytics Software and Services Market Trends
Table 12. Education and Learning Analytics Software and Services Market Drivers
Table 13. Education and Learning Analytics Software and Services Market Challenges
Table 14. Education and Learning Analytics Software and Services Market Restraints
Table 15. Global Education and Learning Analytics Software and Services Revenue by Players (2016-2021) & (US$ Million)
Table 16. Global Education and Learning Analytics Software and Services Market Share by Players (2016-2021)
Table 17. Global Top Education and Learning Analytics Software and Services Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Education and Learning Analytics Software and Services as of 2020)
Table 18. Ranking of Global Top Education and Learning Analytics Software and Services Companies by Revenue (US$ Million) in 2020
Table 19. Global 5 Largest Players Market Share by Education and Learning Analytics Software and Services Revenue (CR5 and HHI) & (2016-2021)
Table 20. Key Players Headquarters and Area Served
Table 21. Key Players Education and Learning Analytics Software and Services Product Solution and Service
Table 22. Date of Enter into Education and Learning Analytics Software and Services Market
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global Education and Learning Analytics Software and Services Market Size by Type (2016-2021) (US$ Million)
Table 25. Global Education and Learning Analytics Software and Services Revenue Market Share by Type (2016-2021)
Table 26. Global Education and Learning Analytics Software and Services Forecasted Market Size by Type (2022-2027) (US$ Million)
Table 27. Global Education and Learning Analytics Software and Services Revenue Market Share by Type (2022-2027) & (US$ Million)
Table 28. Global Education and Learning Analytics Software and Services Market Size Share by Application (2016-2021) & (US$ Million)
Table 29. Global Education and Learning Analytics Software and Services Revenue Market Share by Application (2016-2021)
Table 30. Global Education and Learning Analytics Software and Services Forecasted Market Size by Application (2022-2027) (US$ Million)
Table 31. Global Education and Learning Analytics Software and Services Revenue Market Share by Application (2022-2027) & (US$ Million)
Table 32. North America Education and Learning Analytics Software and Services Market Size by Type (2016-2021) (US$ Million)
Table 33. North America Education and Learning Analytics Software and Services Market Size by Type (2022-2027) & (US$ Million)
Table 34. North America Education and Learning Analytics Software and Services Market Size by Application (2016-2021) (US$ Million)
Table 35. North America Education and Learning Analytics Software and Services Market Size by Application (2022-2027) & (US$ Million)
Table 36. North America Education and Learning Analytics Software and Services Market Size by Country (2016-2021) & (US$ Million)
Table 37. North America Education and Learning Analytics Software and Services Market Size by Country (2022-2027) & (US$ Million)
Table 38. Europe Education and Learning Analytics Software and Services Market Size by Type (2016-2021) (US$ Million)
Table 39. Europe Education and Learning Analytics Software and Services Market Size by Type (2022-2027) & (US$ Million)
Table 40. Europe Education and Learning Analytics Software and Services Market Size by Application (2016-2021) (US$ Million)
Table 41. Europe Education and Learning Analytics Software and Services Market Size by Application (2022-2027) & (US$ Million)
Table 42. Europe Education and Learning Analytics Software and Services Market Size by Country (2016-2021) & (US$ Million)
Table 43. Europe Education and Learning Analytics Software and Services Market Size by Country (2022-2027) & (US$ Million)
Table 44. Asia-Pacific Education and Learning Analytics Software and Services Market Size by Type (2016-2021) (US$ Million)
Table 45. Asia-Pacific Education and Learning Analytics Software and Services Market Size by Type (2022-2027) & (US$ Million)
Table 46. Asia-Pacific Education and Learning Analytics Software and Services Market Size by Application (2016-2021) (US$ Million)
Table 47. Asia-Pacific Education and Learning Analytics Software and Services Market Size by Application (2022-2027) & (US$ Million)
Table 48. Asia-Pacific Education and Learning Analytics Software and Services Market Size by Region (2016-2021) & (US$ Million)
Table 49. Asia-Pacific Education and Learning Analytics Software and Services Market Size by Region (2022-2027) & (US$ Million)
Table 50. Latin America Education and Learning Analytics Software and Services Market Size by Type (2016-2021) (US$ Million)
Table 51. Latin America Education and Learning Analytics Software and Services Market Size by Type (2022-2027) & (US$ Million)
Table 52. Latin America Education and Learning Analytics Software and Services Market Size by Application (2016-2021) (US$ Million)
Table 53. Latin America Education and Learning Analytics Software and Services Market Size by Application (2022-2027) & (US$ Million)
Table 54. Latin America Education and Learning Analytics Software and Services Market Size by Country (2016-2021) & (US$ Million)
Table 55. Latin America Education and Learning Analytics Software and Services Market Size by Country (2022-2027) & (US$ Million)
Table 56. Middle East & Africa Education and Learning Analytics Software and Services Market Size by Type (2016-2021) (US$ Million)
Table 57. Middle East & Africa Education and Learning Analytics Software and Services Market Size by Type (2022-2027) & (US$ Million)
Table 58. Middle East & Africa Education and Learning Analytics Software and Services Market Size by Application (2016-2021) (US$ Million)
Table 59. Middle East & Africa Education and Learning Analytics Software and Services Market Size by Application (2022-2027) & (US$ Million)
Table 60. Middle East & Africa Education and Learning Analytics Software and Services Market Size by Country (2016-2021) & (US$ Million)
Table 61. Middle East & Africa Education and Learning Analytics Software and Services Market Size by Country (2022-2027) & (US$ Million)
Table 62. IBM Company Details
Table 63. IBM Business Overview
Table 64. IBM Education and Learning Analytics Software and Services Product
Table 65. IBM Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 66. IBM Recent Development
Table 67. TIBCO Company Details
Table 68. TIBCO Business Overview
Table 69. TIBCO Education and Learning Analytics Software and Services Product
Table 70. TIBCO Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 71. TIBCO Recent Development
Table 72. Microsoft Company Details
Table 73. Microsoft Business Overview
Table 74. Microsoft Education and Learning Analytics Software and Services Product
Table 75. Microsoft Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 76. Microsoft Recent Development
Table 77. Oracle Company Details
Table 78. Oracle Business Overview
Table 79. Oracle Education and Learning Analytics Software and Services Product
Table 80. Oracle Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 81. Oracle Recent Development
Table 82. SAP Company Details
Table 83. SAP Business Overview
Table 84. SAP Education and Learning Analytics Software and Services Product
Table 85. SAP Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 86. SAP Recent Development
Table 87. SAS Institute Company Details
Table 88. SAS Institute Business Overview
Table 89. SAS Institute Education and Learning Analytics Software and Services Product
Table 90. SAS Institute Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 91. SAS Institute Recent Development
Table 92. Tableau Software Company Details
Table 93. Tableau Software Business Overview
Table 94. Tableau Software Education and Learning Analytics Software and Services Product
Table 95. Tableau Software Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 96. Tableau Software Recent Development
Table 97. MicroStrategy Company Details
Table 98. MicroStrategy Business Overview
Table 99. MicroStrategy Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 100. MicroStrategy Recent Development
Table 101. Alteryx Company Details
Table 102. Alteryx Business Overview
Table 103. Alteryx Education and Learning Analytics Software and Services Product
Table 104. Alteryx Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 105. Alteryx Recent Development
Table 106. Qlik Company Details
Table 107. Qlik Business Overview
Table 108. Qlik Education and Learning Analytics Software and Services Product
Table 109. Qlik Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 110. Qlik Recent Development
Table 111. SABA Company Details
Table 112. SABA Business Overview
Table 113. SABA Education and Learning Analytics Software and Services Product
Table 114. SABA Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 115. SABA Recent Development
Table 116. Blackboard Company Details
Table 117. Blackboard Business Overview
Table 118. Blackboard Education and Learning Analytics Software and Services Product
Table 119. Blackboard Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 120. Blackboard Recent Development
Table 121. Schoology Company Details
Table 122. Schoology Business Overview
Table 123. Schoology Education and Learning Analytics Software and Services Product
Table 124. Schoology Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 125. Schoology Recent Development
Table 126. iSpring Company Details
Table 127. iSpring Business Overview
Table 128. iSpring Education and Learning Analytics Software and Services Product
Table 129. iSpring Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 130. iSpring Recent Development
Table 131. G-Cube Company Details
Table 132. G-Cube Business Overview
Table 133. G-Cube Education and Learning Analytics Software and Services Product
Table 134. G-Cube Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 135. G-Cube Recent Development
Table 136. Latitude CG Company Details
Table 137. Latitude CG Business Overview
Table 138. Latitude CG Education and Learning Analytics Software and Services Product
Table 139. Latitude CG Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 140. Latitude CG Recent Development
Table 141. Mindflash Company Details
Table 142. Mindflash Business Overview
Table 143. Mindflash Education and Learning Analytics Software and Services Product
Table 144. Mindflash Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 145. Mindflash Recent Development
Table 146. SkyPrep Company Details
Table 147. SkyPrep Business Overview
Table 148. SkyPrep Education and Learning Analytics Software and Services Product
Table 149. SkyPrep Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 150. SkyPrep Recent Development
Table 151. Information Builders Company Details
Table 152. Information Builders Business Overview
Table 153. Information Builders Education and Learning Analytics Software and Services Product
Table 154. Information Builders Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 155. Information Builders Recent Development
Table 156. Watershed Company Details
Table 157. Watershed Business Overview
Table 158. Watershed Education and Learning Analytics Software and Services Product
Table 159. Watershed Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 160. Watershed Recent Development
Table 161. Enlit,LLC Company Details
Table 162. Enlit,LLC Business Overview
Table 163. Enlit,LLC Education and Learning Analytics Software and Services Product
Table 164. Enlit,LLC Revenue in Education and Learning Analytics Software and Services Business (2016-2021) & (US$ Million)
Table 165. Enlit,LLC Recent Development
Table 166. Research Programs/Design for This Report
Table 167. Key Data Information from Secondary Sources
Table 168. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Education and Learning Analytics Software and Services Market Share by Type: 2020 VS 2027
Figure 2. Predictive Analytics Features
Figure 3. Prescriptive Analytics Features
Figure 4. Descriptive Analytics Features
Figure 5. Global Education and Learning Analytics Software and Services Market Share by Application: 2020 VS 2027
Figure 6. People Acquisition And Retention Case Studies
Figure 7. Curriculum Development And Intervention Case Studies
Figure 8. Performance Management Case Studies
Figure 9. Budget And Finance Management Case Studies
Figure 10. Operations Management Case Studies
Figure 11. Others Case Studies
Figure 12. Education and Learning Analytics Software and Services Report Years Considered
Figure 13. Global Education and Learning Analytics Software and Services Market Size (US$ Million), Year-over-Year: 2016-2027
Figure 14. Global Education and Learning Analytics Software and Services Market Size (US$ Million), 2016 VS 2021 VS 2027
Figure 15. Global Education and Learning Analytics Software and Services Market Share by Regions: 2020 VS 2027
Figure 16. Global Education and Learning Analytics Software and Services Market Share by Regions (2022-2027)
Figure 17. Global Education and Learning Analytics Software and Services Market Share by Players in 2020
Figure 18. Global Top Education and Learning Analytics Software and Services Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Education and Learning Analytics Software and Services as of 2020
Figure 19. The Top 10 and 5 Players Market Share by Education and Learning Analytics Software and Services Revenue in 2020
Figure 20. Global Education and Learning Analytics Software and Services Revenue Market Share by Type (2016-2021)
Figure 21. Global Education and Learning Analytics Software and Services Revenue Market Share by Type (2022-2027)
Figure 22. North America Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 23. North America Education and Learning Analytics Software and Services Market Share by Type (2016-2027)
Figure 24. North America Education and Learning Analytics Software and Services Market Share by Application (2016-2027)
Figure 25. North America Education and Learning Analytics Software and Services Market Share by Country (2016-2027)
Figure 26. United States Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 27. Canada Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 28. Europe Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 29. Europe Education and Learning Analytics Software and Services Market Share by Type (2016-2027)
Figure 30. Europe Education and Learning Analytics Software and Services Market Share by Application (2016-2027)
Figure 31. Europe Education and Learning Analytics Software and Services Market Share by Country (2016-2027)
Figure 32. Germany Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 33. France Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 34. U.K. Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 35. Italy Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 36. Russia Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 37. Nordic Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 38. Asia-Pacific Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 39. Asia-Pacific Education and Learning Analytics Software and Services Market Share by Type (2016-2027)
Figure 40. Asia-Pacific Education and Learning Analytics Software and Services Market Share by Application (2016-2027)
Figure 41. Asia-Pacific Education and Learning Analytics Software and Services Market Share by Region (2016-2027)
Figure 42. China Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 43. Japan Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 44. South Korea Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 45. Southeast Asia Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 46. India Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 47. Australia Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 48. Latin America Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 49. Latin America Education and Learning Analytics Software and Services Market Share by Type (2016-2027)
Figure 50. Latin America Education and Learning Analytics Software and Services Market Share by Application (2016-2027)
Figure 51. Latin America Education and Learning Analytics Software and Services Market Share by Country (2016-2027)
Figure 52. Mexico Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 53. Brazil Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 54. Middle East & Africa Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 55. Middle East & Africa Education and Learning Analytics Software and Services Market Share by Type (2016-2027)
Figure 56. Middle East & Africa Education and Learning Analytics Software and Services Market Share by Application (2016-2027)
Figure 57. Middle East & Africa Education and Learning Analytics Software and Services Market Share by Country (2016-2027)
Figure 58. Turkey Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 59. Saudi Arabia Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 60. UAE Education and Learning Analytics Software and Services Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 61. IBM Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 62. TIBCO Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 63. Microsoft Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 64. Oracle Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 65. SAP Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 66. SAS Institute Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 67. Tableau Software Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 68. MicroStrategy Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 69. Alteryx Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 70. Qlik Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 71. SABA Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 72. Blackboard Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 73. Schoology Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 74. iSpring Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 75. G-Cube Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 76. Latitude CG Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 77. Mindflash Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 78. SkyPrep Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 79. Information Builders Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 80. Watershed Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 81. Enlit,LLC Revenue Growth Rate in Education and Learning Analytics Software and Services Business (2016-2021)
Figure 82. Bottom-up and Top-down Approaches for This Report
Figure 83. Data Triangulation
Figure 84. Key Executives Interviewed
