1 Market Overview of Big Data Analytics in Banking 1.1 Big Data Analytics in Banking Market Overview 1.1.1 Big Data Analytics in Banking Product Scope 1.1.2 Big Data Analytics in Banking Market Status and Outlook 1.2 Global Big Data Analytics in Banking Market Size Overview by Region 2016 VS 2021VS 2027 1.3 Global Big Data Analytics in Banking Market Size by Region (2016-2027) 1.4 Global Big Data Analytics in Banking Historic Market Size by Region (2016-2021) 1.5 Global Big Data Analytics in Banking Market Size Forecast by Region (2022-2027) 1.6 Key Regions, Big Data Analytics in Banking Market Size (2016-2027) 1.6.1 North America Big Data Analytics in Banking Market Size (2016-2027) 1.6.2 Europe Big Data Analytics in Banking Market Size (2016-2027) 1.6.3 Asia-Pacific Big Data Analytics in Banking Market Size (2016-2027) 1.6.4 Latin America Big Data Analytics in Banking Market Size (2016-2027) 1.6.5 Middle East & Africa Big Data Analytics in Banking Market Size (2016-2027) 2 Big Data Analytics in Banking Market Overview by Type 2.1 Global Big Data Analytics in Banking Market Size by Type: 2016 VS 2021 VS 2027 2.2 Global Big Data Analytics in Banking Historic Market Size by Type (2016-2021) 2.3 Global Big Data Analytics in Banking Forecasted Market Size by Type (2022-2027) 2.4 On-Premise 2.5 Cloud 3 Big Data Analytics in Banking Market Overview by Application 3.1 Global Big Data Analytics in Banking Market Size by Application: 2016 VS 2021 VS 2027 3.2 Global Big Data Analytics in Banking Historic Market Size by Application (2016-2021) 3.3 Global Big Data Analytics in Banking Forecasted Market Size by Application (2022-2027) 3.4 Feedback Management 3.5 Customer Analytics 3.6 Social Media Analytics 3.7 Fraud Detection and Management 3.8 Others 4 Big Data Analytics in Banking Competition Analysis by Players 4.1 Global Big Data Analytics in Banking Market Size by Players (2016-2021) 4.2 Global Top Players by Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Big Data Analytics in Banking as of 2020) 4.3 Date of Key Players Enter into Big Data Analytics in Banking Market 4.4 Global Top Players Big Data Analytics in Banking Headquarters and Area Served 4.5 Key Players Big Data Analytics in Banking Product Solution and Service 4.6 Competitive Status 4.6.1 Big Data Analytics in Banking Market Concentration Rate 4.6.2 Mergers & Acquisitions, Expansion Plans 5 Company (Top Players) Profiles and Key Data 5.1 IBM 5.1.1 IBM Profile 5.1.2 IBM Main Business 5.1.3 IBM Big Data Analytics in Banking Products, Services and Solutions 5.1.4 IBM Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.1.5 IBM Recent Developments 5.2 Oracle 5.2.1 Oracle Profile 5.2.2 Oracle Main Business 5.2.3 Oracle Big Data Analytics in Banking Products, Services and Solutions 5.2.4 Oracle Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.2.5 Oracle Recent Developments 5.3 SAP SE 5.3.1 SAP SE Profile 5.3.2 SAP SE Main Business 5.3.3 SAP SE Big Data Analytics in Banking Products, Services and Solutions 5.3.4 SAP SE Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.3.5 Microsoft Recent Developments 5.4 Microsoft 5.4.1 Microsoft Profile 5.4.2 Microsoft Main Business 5.4.3 Microsoft Big Data Analytics in Banking Products, Services and Solutions 5.4.4 Microsoft Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.4.5 Microsoft Recent Developments 5.5 HP 5.5.1 HP Profile 5.5.2 HP Main Business 5.5.3 HP Big Data Analytics in Banking Products, Services and Solutions 5.5.4 HP Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.5.5 HP Recent Developments 5.6 Amazon AWS 5.6.1 Amazon AWS Profile 5.6.2 Amazon AWS Main Business 5.6.3 Amazon AWS Big Data Analytics in Banking Products, Services and Solutions 5.6.4 Amazon AWS Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.6.5 Amazon AWS Recent Developments 5.7 Google 5.7.1 Google Profile 5.7.2 Google Main Business 5.7.3 Google Big Data Analytics in Banking Products, Services and Solutions 5.7.4 Google Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.7.5 Google Recent Developments 5.8 Hitachi Data Systems 5.8.1 Hitachi Data Systems Profile 5.8.2 Hitachi Data Systems Main Business 5.8.3 Hitachi Data Systems Big Data Analytics in Banking Products, Services and Solutions 5.8.4 Hitachi Data Systems Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.8.5 Hitachi Data Systems Recent Developments 5.9 Tableau 5.9.1 Tableau Profile 5.9.2 Tableau Main Business 5.9.3 Tableau Big Data Analytics in Banking Products, Services and Solutions 5.9.4 Tableau Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.9.5 Tableau Recent Developments 5.10 New Relic 5.10.1 New Relic Profile 5.10.2 New Relic Main Business 5.10.3 New Relic Big Data Analytics in Banking Products, Services and Solutions 5.10.4 New Relic Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.10.5 New Relic Recent Developments 5.11 Alation 5.11.1 Alation Profile 5.11.2 Alation Main Business 5.11.3 Alation Big Data Analytics in Banking Products, Services and Solutions 5.11.4 Alation Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.11.5 Alation Recent Developments 5.12 Teradata 5.12.1 Teradata Profile 5.12.2 Teradata Main Business 5.12.3 Teradata Big Data Analytics in Banking Products, Services and Solutions 5.12.4 Teradata Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.12.5 Teradata Recent Developments 5.13 VMware 5.13.1 VMware Profile 5.13.2 VMware Main Business 5.13.3 VMware Big Data Analytics in Banking Products, Services and Solutions 5.13.4 VMware Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.13.5 VMware Recent Developments 5.14 Splice Machine 5.14.1 Splice Machine Profile 5.14.2 Splice Machine Main Business 5.14.3 Splice Machine Big Data Analytics in Banking Products, Services and Solutions 5.14.4 Splice Machine Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.14.5 Splice Machine Recent Developments 5.15 Splunk Enterprise 5.15.1 Splunk Enterprise Profile 5.15.2 Splunk Enterprise Main Business 5.15.3 Splunk Enterprise Big Data Analytics in Banking Products, Services and Solutions 5.15.4 Splunk Enterprise Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.15.5 Splunk Enterprise Recent Developments 5.16 Alteryx 5.16.1 Alteryx Profile 5.16.2 Alteryx Main Business 5.16.3 Alteryx Big Data Analytics in Banking Products, Services and Solutions 5.16.4 Alteryx Big Data Analytics in Banking Revenue (US$ Million) & (2016-2021) 5.16.5 Alteryx Recent Developments 6 North America 6.1 North America Big Data Analytics in Banking Market Size by Country (2016-2027) 6.2 United States 6.3 Canada 7 Europe 7.1 Europe Big Data Analytics in Banking Market Size by Country (2016-2027) 7.2 Germany 7.3 France 7.4 U.K. 7.5 Italy 7.6 Russia 7.7 Nordic 7.8 Rest of Europe 8 Asia-Pacific 8.1 Asia-Pacific Big Data Analytics in Banking Market Size by Region (2016-2027) 8.2 China 8.3 Japan 8.4 South Korea 8.5 Southeast Asia 8.6 India 8.7 Australia 8.8 Rest of Asia-Pacific 9 Latin America 9.1 Latin America Big Data Analytics in Banking Market Size by Country (2016-2027) 9.2 Mexico 9.3 Brazil 9.4 Rest of Latin America 10 Middle East & Africa 10.1 Middle East & Africa Big Data Analytics in Banking Market Size by Country (2016-2027) 10.2 Turkey 10.3 Saudi Arabia 10.4 UAE 10.5 Rest of Middle East & Africa 11 Big Data Analytics in Banking Market Dynamics 11.1 Big Data Analytics in Banking Industry Trends 11.2 Big Data Analytics in Banking Market Drivers 11.3 Big Data Analytics in Banking Market Challenges 11.4 Big Data Analytics in Banking Market Restraints 12 Research Finding /Conclusion 13 Methodology and Data Source 13.1 Methodology/Research Approach 13.1.1 Research Programs/Design 13.1.2 Market Size Estimation 13.1.3 Market Breakdown and Data Triangulation 13.2 Data Source 13.2.1 Secondary Sources 13.2.2 Primary Sources 13.3 Disclaimer 13.4 Author List

List of Tables Table 1. Global Market Big Data Analytics in Banking Market Size (US$ Million) Comparison by Region 2016 VS 2021 VS 2027 Table 2. Global Big Data Analytics in Banking Market Size by Region (2016-2021) & (US$ Million) Table 3. Global Big Data Analytics in Banking Market Size Share by Region (2016-2021) Table 4. Global Big Data Analytics in Banking Forecasted Market Size by Region (2022-2027) & (US$ Million) Table 5. Global Big Data Analytics in Banking Forecasted Market Size Share by Region (2022-2027) Table 6. Global Big Data Analytics in Banking Market Size (US$ Million) by Type: 2016 VS 2021 VS 2027 Table 7. Global Big Data Analytics in Banking Market Size by Type (2016-2021) & (US$ Million) Table 8. Global Big Data Analytics in Banking Revenue Market Share by Type (2016-2021) Table 9. Global Big Data Analytics in Banking Forecasted Market Size by Type (2022-2027) & (US$ Million) Table 10. Global Big Data Analytics in Banking Revenue Market Share by Type (2022-2027) Table 11. Global Big Data Analytics in Banking Market Size (US$ Million) by Application: 2016 VS 2021 VS 2027 Table 12. Global Big Data Analytics in Banking Market Size by Application (2016-2021) & (US$ Million) Table 13. Global Big Data Analytics in Banking Revenue Market Share by Application (2016-2021) Table 14. Global Big Data Analytics in Banking Forecasted Market Size by Application (2022-2027) & (US$ Million) Table 15. Global Big Data Analytics in Banking Revenue Market Share by Application (2022-2027) Table 16. Global Big Data Analytics in Banking Revenue (US$ Million) by Players (2016-2021) Table 17. Global Big Data Analytics in Banking Revenue Market Share by Players (2016-2021) Table 18. Global Top Manufacturers Market Share by Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Big Data Analytics in Banking as of 2020) Table 19. Date of Key Manufacturers Enter into Big Data Analytics in Banking Market Table 20. Global Big Data Analytics in Banking Top Players Headquarters and Area Served Table 21. Big Data Analytics in Banking Product Solution and Service Table 22. Global Big Data Analytics in Banking Players Market Concentration Ratio (CR5 and HHI) Table 23. Mergers & Acquisitions, Expansion Plans Table 24. IBM Basic Information List Table 25. IBM Description and Business Overview Table 26. IBM Big Data Analytics in Banking Products, Services and Solutions Table 27. Revenue (US$ Million) in Big Data Analytics in Banking Business of IBM (2016-2021) Table 28. IBM Recent Developments Table 29. Oracle Basic Information List Table 30. Oracle Description and Business Overview Table 31. Oracle Big Data Analytics in Banking Products, Services and Solutions Table 32. Revenue (US$ Million) in Big Data Analytics in Banking Business of Oracle (2016-2021) Table 33. Oracle Recent Developments Table 34. SAP SE Basic Information List Table 35. SAP SE Description and Business Overview Table 36. SAP SE Big Data Analytics in Banking Products, Services and Solutions Table 37. Revenue (US$ Million) in Big Data Analytics in Banking Business of SAP SE (2016-2021) Table 38. SAP SE Recent Developments Table 39. Microsoft Basic Information List Table 40. Microsoft Description and Business Overview Table 41. Microsoft Big Data Analytics in Banking Products, Services and Solutions Table 42. Revenue (US$ Million) in Big Data Analytics in Banking Business of Microsoft (2016-2021) Table 43. Microsoft Recent Developments Table 44. HP Basic Information List Table 45. HP Description and Business Overview Table 46. HP Big Data Analytics in Banking Products, Services and Solutions Table 47. Revenue (US$ Million) in Big Data Analytics in Banking Business of HP (2016-2021) Table 48. HP Recent Developments Table 49. Amazon AWS Basic Information List Table 50. Amazon AWS Description and Business Overview Table 51. Amazon AWS Big Data Analytics in Banking Products, Services and Solutions Table 52. Revenue (US$ Million) in Big Data Analytics in Banking Business of Amazon AWS (2016-2021) Table 53. Amazon AWS Recent Developments Table 54. Google Basic Information List Table 55. Google Description and Business Overview Table 56. Google Big Data Analytics in Banking Products, Services and Solutions Table 57. Revenue (US$ Million) in Big Data Analytics in Banking Business of Google (2016-2021) Table 58. Google Recent Developments Table 59. Hitachi Data Systems Basic Information List Table 60. Hitachi Data Systems Description and Business Overview Table 61. Hitachi Data Systems Big Data Analytics in Banking Products, Services and Solutions Table 62. Revenue (US$ Million) in Big Data Analytics in Banking Business of Hitachi Data Systems (2016-2021) Table 63. Hitachi Data Systems Recent Developments Table 64. Tableau Basic Information List Table 65. Tableau Description and Business Overview Table 66. Tableau Big Data Analytics in Banking Products, Services and Solutions Table 67. Revenue (US$ Million) in Big Data Analytics in Banking Business of Tableau (2016-2021) Table 68. Tableau Recent Developments Table 69. New Relic Basic Information List Table 70. New Relic Description and Business Overview Table 71. New Relic Big Data Analytics in Banking Products, Services and Solutions Table 72. Revenue (US$ Million) in Big Data Analytics in Banking Business of New Relic (2016-2021) Table 73. New Relic Recent Developments Table 74. Alation Basic Information List Table 75. Alation Description and Business Overview Table 76. Alation Big Data Analytics in Banking Products, Services and Solutions Table 77. Revenue (US$ Million) in Big Data Analytics in Banking Business of Alation (2016-2021) Table 78. Alation Recent Developments Table 79. Teradata Basic Information List Table 80. Teradata Description and Business Overview Table 81. Teradata Big Data Analytics in Banking Products, Services and Solutions Table 82. Revenue (US$ Million) in Big Data Analytics in Banking Business of Teradata (2016-2021) Table 83. Teradata Recent Developments Table 84. VMware Basic Information List Table 85. VMware Description and Business Overview Table 86. VMware Big Data Analytics in Banking Products, Services and Solutions Table 87. Revenue (US$ Million) in Big Data Analytics in Banking Business of VMware (2016-2021) Table 88. VMware Recent Developments Table 89. Splice Machine Basic Information List Table 90. Splice Machine Description and Business Overview Table 91. Splice Machine Big Data Analytics in Banking Products, Services and Solutions Table 92. Revenue (US$ Million) in Big Data Analytics in Banking Business of Splice Machine (2016-2021) Table 93. Splice Machine Recent Developments Table 94. Splunk Enterprise Basic Information List Table 95. Splunk Enterprise Description and Business Overview Table 96. Splunk Enterprise Big Data Analytics in Banking Products, Services and Solutions Table 97. Revenue (US$ Million) in Big Data Analytics in Banking Business of Splunk Enterprise (2016-2021) Table 98. Splunk Enterprise Recent Developments Table 99. Alteryx Basic Information List Table 100. Alteryx Description and Business Overview Table 101. Alteryx Big Data Analytics in Banking Products, Services and Solutions Table 102. Revenue (US$ Million) in Big Data Analytics in Banking Business of Alteryx (2016-2021) Table 103. Alteryx Recent Developments Table 104. North America Big Data Analytics in Banking Market Size by Country (2016-2021) & (US$ Million) Table 105. North America Big Data Analytics in Banking Market Size by Country (2022-2027) & (US$ Million) Table 106. Europe Big Data Analytics in Banking Market Size by Country (2016-2021) & (US$ Million) Table 107. Europe Big Data Analytics in Banking Market Size by Country (2022-2027) & (US$ Million) Table 108. Asia-Pacific Big Data Analytics in Banking Market Size by Region (2016-2021) & (US$ Million) Table 109. Asia-Pacific Big Data Analytics in Banking Market Size by Region (2022-2027) & (US$ Million) Table 110. Asia-Pacific Big Data Analytics in Banking Market Share by Region (2016-2021) Table 111. Asia-Pacific Big Data Analytics in Banking Market Share by Region (2022-2027) Table 112. Latin America Big Data Analytics in Banking Market Size by Country (2016-2021) & (US$ Million) Table 113. Latin America Big Data Analytics in Banking Market Size by Country (2022-2027) & (US$ Million) Table 114. Middle East & Africa Big Data Analytics in Banking Market Size by Players (2016-2021) & (US$ Million) Table 115. Middle East & Africa Big Data Analytics in Banking Market Size by Country (2022-2027) & (US$ Million) Table 116. Big Data Analytics in Banking Market Trends Table 117. Big Data Analytics in Banking Market Drivers Table 118. Big Data Analytics in Banking Market Challenges Table 119. Big Data Analytics in Banking Market Restraints Table 120. Research Programs/Design for This Report Table 121. Key Data Information from Secondary Sources Table 122. Key Data Information from Primary Sources List of Figures Figure 1. Global Big Data Analytics in Banking Market Size Year-over-Year 2016-2027 & (US$ Million) Figure 2. Global Big Data Analytics in Banking Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 3. Global Big Data Analytics in Banking Market Share by Regions: 2021 VS 2027 Figure 4. Global Big Data Analytics in Banking Forecasted Market Size Share by Region (2022-2027) Figure 5. North America Big Data Analytics in Banking Market Size (US$ Million) Growth Rate (2016-2027) Figure 6. Europe Big Data Analytics in Banking Market Size (US$ Million) and Growth Rate (2016-2027) Figure 7. Asia-Pacific Big Data Analytics in Banking Market Size (US$ Million) and Growth Rate (2016-2027) Figure 8. Latin America Big Data Analytics in Banking Market Size (US$ Million) and Growth Rate (2016-2027) Figure 9. Middle East & Africa Big Data Analytics in Banking Market Size (US$ Million) and Growth Rate (2016-2027) Figure 10. Global Big Data Analytics in Banking Market Size Share by Type in 2021 & 2027 Figure 11. On-Premise Market Size (US$ Million) YoY Growth (2016-2027) Figure 12. Cloud Market Size (US$ Million) YoY Growth (2016-2027) Figure 13. Global Big Data Analytics in Banking Market Size Share by Application in 2021 & 2027 Figure 14. Feedback Management Market Size (US$ Million) YoY Growth (2016-2027) Figure 15. Customer Analytics Market Size (US$ Million) YoY Growth (2016-2027) Figure 16. Social Media Analytics Market Size (US$ Million) YoY Growth (2016-2027) Figure 17. Fraud Detection and Management Market Size (US$ Million) YoY Growth (2016-2027) Figure 18. Others Market Size (US$ Million) YoY Growth (2016-2027) Figure 19. Big Data Analytics in Banking Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2016 VS 2020 Figure 20. Global Top 5 and Top 10 Players Big Data Analytics in Banking Market Share in 2020 Figure 21. North America Big Data Analytics in Banking Market Share by Country (2016-2027) Figure 22. United States Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 23. Canada Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 24. Germany Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 25. France Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 26. U.K. Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 27. Italy Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 28. Russia Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 29. Nordic Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 30. Rest of Europe Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 31. Asia-Pacific Big Data Analytics in Banking Market Share by Region (2016-2027) Figure 32. China Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 33. Japan Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 34. South Korea Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 35. Southeast Asia Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 36. India Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 37. Australia Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 38. Rest of Asia-Pacific Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 39. Latin America Big Data Analytics in Banking Market Share by Country (2016-2027) Figure 40. Mexico Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 41. Brazil Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 42. Rest of Latin America Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 43. Middle East & Africa Big Data Analytics in Banking Market Share by Country (2016-2027) Figure 44. Turkey Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 45. Saudi Arabia Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 46. UAE Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 47. Rest of Middle East & Africa Big Data Analytics in Banking Market Size (2016-2027) & (US$ Million) Figure 48. Bottom-up and Top-down Approaches for This Report Figure 49. Data Triangulation

IBM Oracle SAP SE Microsoft HP Amazon AWS Google Hitachi Data Systems Tableau New Relic Alation Teradata VMware Splice Machine Splunk Enterprise Alteryx