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Global Data Quality Management Market Insights and Forecast to 2028

  • 19 April 2022
  • ICT & Media
  • 111 Pages
  • Report code : 24WT-7004833

Data Quality Management Market

1 Report Business Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Data Quality Management Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
1.2.2 On-Premises
1.2.3 SaaS
1.3 Market by Application
1.3.1 Global Data Quality Management Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
1.3.2 BFSI
1.3.3 Healthcare
1.3.4 Retail
1.3.5 Telecommunication
1.3.6 Government
1.3.7 Transportation & logistics
1.3.8 Education
1.3.9 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Data Quality Management Market Perspective (2017-2028)
2.2 Data Quality Management Growth Trends by Region
2.2.1 Data Quality Management Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Data Quality Management Historic Market Size by Region (2017-2022)
2.2.3 Data Quality Management Forecasted Market Size by Region (2023-2028)
2.3 Data Quality Management Market Dynamics
2.3.1 Data Quality Management Industry Trends
2.3.2 Data Quality Management Market Drivers
2.3.3 Data Quality Management Market Challenges
2.3.4 Data Quality Management Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Data Quality Management Players by Revenue
3.1.1 Global Top Data Quality Management Players by Revenue (2017-2022)
3.1.2 Global Data Quality Management Revenue Market Share by Players (2017-2022)
3.2 Global Data Quality Management Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Data Quality Management Revenue
3.4 Global Data Quality Management Market Concentration Ratio
3.4.1 Global Data Quality Management Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Data Quality Management Revenue in 2021
3.5 Data Quality Management Key Players Head office and Area Served
3.6 Key Players Data Quality Management Product Solution and Service
3.7 Date of Enter into Data Quality Management Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Data Quality Management Breakdown Data by Type
4.1 Global Data Quality Management Historic Market Size by Type (2017-2022)
4.2 Global Data Quality Management Forecasted Market Size by Type (2023-2028)
5 Data Quality Management Breakdown Data by Application
5.1 Global Data Quality Management Historic Market Size by Application (2017-2022)
5.2 Global Data Quality Management Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Data Quality Management Market Size (2017-2028)
6.2 North America Data Quality Management Market Size by Type
6.2.1 North America Data Quality Management Market Size by Type (2017-2022)
6.2.2 North America Data Quality Management Market Size by Type (2023-2028)
6.2.3 North America Data Quality Management Market Share by Type (2017-2028)
6.3 North America Data Quality Management Market Size by Application
6.3.1 North America Data Quality Management Market Size by Application (2017-2022)
6.3.2 North America Data Quality Management Market Size by Application (2023-2028)
6.3.3 North America Data Quality Management Market Share by Application (2017-2028)
6.4 North America Data Quality Management Market Size by Country
6.4.1 North America Data Quality Management Market Size by Country (2017-2022)
6.4.2 North America Data Quality Management Market Size by Country (2023-2028)
6.4.3 U.S.
6.4.4 Canada
7 Europe
7.1 Europe Data Quality Management Market Size (2017-2028)
7.2 Europe Data Quality Management Market Size by Type
7.2.1 Europe Data Quality Management Market Size by Type (2017-2022)
7.2.2 Europe Data Quality Management Market Size by Type (2023-2028)
7.2.3 Europe Data Quality Management Market Share by Type (2017-2028)
7.3 Europe Data Quality Management Market Size by Application
7.3.1 Europe Data Quality Management Market Size by Application (2017-2022)
7.3.2 Europe Data Quality Management Market Size by Application (2023-2028)
7.3.3 Europe Data Quality Management Market Share by Application (2017-2028)
7.4 Europe Data Quality Management Market Size by Country
7.4.1 Europe Data Quality Management Market Size by Country (2017-2022)
7.4.2 Europe Data Quality Management Market Size by Country (2023-2028)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Data Quality Management Market Size (2017-2028)
8.2 Asia-Pacific Data Quality Management Market Size by Type
8.2.1 Asia-Pacific Data Quality Management Market Size by Type (2017-2022)
8.2.2 Asia-Pacific Data Quality Management Market Size by Type (2023-2028)
8.2.3 Asia-Pacific Data Quality Management Market Share by Type (2017-2028)
8.3 Asia-Pacific Data Quality Management Market Size by Application
8.3.1 Asia-Pacific Data Quality Management Market Size by Application (2017-2022)
8.3.2 Asia-Pacific Data Quality Management Market Size by Application (2023-2028)
8.3.3 Asia-Pacific Data Quality Management Market Share by Application (2017-2028)
8.4 Asia-Pacific Data Quality Management Market Size by Region
8.4.1 Asia-Pacific Data Quality Management Market Size by Region (2017-2022)
8.4.2 Asia-Pacific Data Quality Management Market Size by Region (2023-2028)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia
9 Latin America
9.1 Latin America Data Quality Management Market Size (2017-2028)
9.2 Latin America Data Quality Management Market Size by Type
9.2.1 Latin America Data Quality Management Market Size by Type (2017-2022)
9.2.2 Latin America Data Quality Management Market Size by Type (2023-2028)
9.2.3 Latin America Data Quality Management Market Share by Type (2017-2028)
9.3 Latin America Data Quality Management Market Size by Application
9.3.1 Latin America Data Quality Management Market Size by Application (2017-2022)
9.3.2 Latin America Data Quality Management Market Size by Application (2023-2028)
9.3.3 Latin America Data Quality Management Market Share by Application (2017-2028)
9.4 Latin America Data Quality Management Market Size by Country
9.4.1 Latin America Data Quality Management Market Size by Country (2017-2022)
9.4.2 Latin America Data Quality Management Market Size by Country (2023-2028)
9.4.3 Mexico
9.4.4 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Data Quality Management Market Size (2017-2028)
10.2 Middle East & Africa Data Quality Management Market Size by Type
10.2.1 Middle East & Africa Data Quality Management Market Size by Type (2017-2022)
10.2.2 Middle East & Africa Data Quality Management Market Size by Type (2023-2028)
10.2.3 Middle East & Africa Data Quality Management Market Share by Type (2017-2028)
10.3 Middle East & Africa Data Quality Management Market Size by Application
10.3.1 Middle East & Africa Data Quality Management Market Size by Application (2017-2022)
10.3.2 Middle East & Africa Data Quality Management Market Size by Application (2023-2028)
10.3.3 Middle East & Africa Data Quality Management Market Share by Application (2017-2028)
10.4 Middle East & Africa Data Quality Management Market Size by Country
10.4.1 Middle East & Africa Data Quality Management Market Size by Country (2017-2022)
10.4.2 Middle East & Africa Data Quality Management Market Size by Country (2023-2028)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE
11 Key Players Profiles
11.1 Information
11.1.1 Information Company Details
11.1.2 Information Business Overview
11.1.3 Information Data Quality Management Introduction
11.1.4 Information Revenue in Data Quality Management Business (2017-2022)
11.1.5 Information Recent Developments
11.2 Talend
11.2.1 Talend Company Details
11.2.2 Talend Business Overview
11.2.3 Talend Data Quality Management Introduction
11.2.4 Talend Revenue in Data Quality Management Business (2017-2022)
11.2.5 Talend Recent Developments
11.3 Microsoft
11.3.1 Microsoft Company Details
11.3.2 Microsoft Business Overview
11.3.3 Microsoft Data Quality Management Introduction
11.3.4 Microsoft Revenue in Data Quality Management Business (2017-2022)
11.3.5 Microsoft Recent Developments
11.4 Syncsort
11.4.1 Syncsort Company Details
11.4.2 Syncsort Business Overview
11.4.3 Syncsort Data Quality Management Introduction
11.4.4 Syncsort Revenue in Data Quality Management Business (2017-2022)
11.4.5 Syncsort Recent Developments
11.5 IBM
11.5.1 IBM Company Details
11.5.2 IBM Business Overview
11.5.3 IBM Data Quality Management Introduction
11.5.4 IBM Revenue in Data Quality Management Business (2017-2022)
11.5.5 IBM Recent Developments
11.6 Pitney Bowes
11.6.1 Pitney Bowes Company Details
11.6.2 Pitney Bowes Business Overview
11.6.3 Pitney Bowes Data Quality Management Introduction
11.6.4 Pitney Bowes Revenue in Data Quality Management Business (2017-2022)
11.6.5 Pitney Bowes Recent Developments
11.7 Informatica
11.7.1 Informatica Company Details
11.7.2 Informatica Business Overview
11.7.3 Informatica Data Quality Management Introduction
11.7.4 Informatica Revenue in Data Quality Management Business (2017-2022)
11.7.5 Informatica Recent Developments
11.8 Oracle
11.8.1 Oracle Company Details
11.8.2 Oracle Business Overview
11.8.3 Oracle Data Quality Management Introduction
11.8.4 Oracle Revenue in Data Quality Management Business (2017-2022)
11.8.5 Oracle Recent Developments
11.9 SAP
11.9.1 SAP Company Details
11.9.2 SAP Business Overview
11.9.3 SAP Data Quality Management Introduction
11.9.4 SAP Revenue in Data Quality Management Business (2017-2022)
11.9.5 SAP Recent Developments
11.10 SAS Institute
11.10.1 SAS Institute Company Details
11.10.2 SAS Institute Business Overview
11.10.3 SAS Institute Data Quality Management Introduction
11.10.4 SAS Institute Revenue in Data Quality Management Business (2017-2022)
11.10.5 SAS Institute Recent Developments
11.11 Experian
11.11.1 Experian Company Details
11.11.2 Experian Business Overview
11.11.3 Experian Data Quality Management Introduction
11.11.4 Experian Revenue in Data Quality Management Business (2017-2022)
11.11.5 Experian Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Author Details
13.3 Disclaimer
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List of Tables
Table 1. Global Data Quality Management Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
Table 2. Key Players of On-Premises
Table 3. Key Players of SaaS
Table 4. Global Data Quality Management Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
Table 5. Global Data Quality Management Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Data Quality Management Market Size by Region (2017-2022) & (US$ Million)
Table 7. Global Data Quality Management Market Share by Region (2017-2022)
Table 8. Global Data Quality Management Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 9. Global Data Quality Management Market Share by Region (2023-2028)
Table 10. Data Quality Management Market Trends
Table 11. Data Quality Management Market Drivers
Table 12. Data Quality Management Market Challenges
Table 13. Data Quality Management Market Restraints
Table 14. Global Data Quality Management Revenue by Players (2017-2022) & (US$ Million)
Table 15. Global Data Quality Management Revenue Share by Players (2017-2022)
Table 16. Global Top Data Quality Management by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Quality Management as of 2021)
Table 17. Ranking of Global Top Data Quality Management Companies by Revenue (US$ Million) in 2021
Table 18. Global 5 Largest Players Market Share by Data Quality Management Revenue (CR5 and HHI) & (2017-2022)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Data Quality Management Product Solution and Service
Table 21. Date of Enter into Data Quality Management Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Data Quality Management Market Size by Type (2017-2022) & (US$ Million)
Table 24. Global Data Quality Management Revenue Market Share by Type (2017-2022)
Table 25. Global Data Quality Management Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 26. Global Data Quality Management Revenue Market Share by Type (2023-2028)
Table 27. Global Data Quality Management Market Size by Application (2017-2022) & (US$ Million)
Table 28. Global Data Quality Management Revenue Share by Application (2017-2022)
Table 29. Global Data Quality Management Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 30. Global Data Quality Management Revenue Share by Application (2023-2028)
Table 31. North America Data Quality Management Market Size by Type (2017-2022) & (US$ Million)
Table 32. North America Data Quality Management Market Size by Type (2023-2028) & (US$ Million)
Table 33. North America Data Quality Management Market Size by Application (2017-2022) & (US$ Million)
Table 34. North America Data Quality Management Market Size by Application (2023-2028) & (US$ Million)
Table 35. North America Data Quality Management Market Size by Country (2017-2022) & (US$ Million)
Table 36. North America Data Quality Management Market Size by Country (2023-2028) & (US$ Million)
Table 37. Europe Data Quality Management Market Size by Type (2017-2022) & (US$ Million)
Table 38. Europe Data Quality Management Market Size by Type (2023-2028) & (US$ Million)
Table 39. Europe Data Quality Management Market Size by Application (2017-2022) & (US$ Million)
Table 40. Europe Data Quality Management Market Size by Application (2023-2028) & (US$ Million)
Table 41. Europe Data Quality Management Market Size by Country (2017-2022) & (US$ Million)
Table 42. Europe Data Quality Management Market Size by Country (2023-2028) & (US$ Million)
Table 43. Asia Pacific Data Quality Management Market Size by Type (2017-2022) & (US$ Million)
Table 44. Asia Pacific Data Quality Management Market Size by Type (2023-2028) & (US$ Million)
Table 45. Asia Pacific Data Quality Management Market Size by Application (2017-2022) & (US$ Million)
Table 46. Asia Pacific Data Quality Management Market Size by Application (2023-2028) & (US$ Million)
Table 47. Asia Pacific Data Quality Management Market Size by Region (2017-2022) & (US$ Million)
Table 48. Asia Pacific Data Quality Management Market Size by Region (2023-2028) & (US$ Million)
Table 49. Latin America Data Quality Management Market Size by Type (2017-2022) & (US$ Million)
Table 50. Latin America Data Quality Management Market Size by Type (2023-2028) & (US$ Million)
Table 51. Latin America Data Quality Management Market Size by Application (2017-2022) & (US$ Million)
Table 52. Latin America Data Quality Management Market Size by Application (2023-2028) & (US$ Million)
Table 53. Latin America Data Quality Management Market Size by Country (2017-2022) & (US$ Million)
Table 54. Latin America Data Quality Management Market Size by Country (2023-2028) & (US$ Million)
Table 55. Middle East and Africa Data Quality Management Market Size by Type (2017-2022) & (US$ Million)
Table 56. Middle East and Africa Data Quality Management Market Size by Type (2023-2028) & (US$ Million)
Table 57. Middle East and Africa Data Quality Management Market Size by Application (2017-2022) & (US$ Million)
Table 58. Middle East and Africa Data Quality Management Market Size by Application (2023-2028) & (US$ Million)
Table 59. Middle East and Africa Data Quality Management Market Size by Country (2017-2022) & (US$ Million)
Table 60. Middle East and Africa Data Quality Management Market Size by Country (2023-2028) & (US$ Million)
Table 61. Information Company Details
Table 62. Information Business Overview
Table 63. Information Data Quality Management Product
Table 64. Information Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 65. Information Recent Developments
Table 66. Talend Company Details
Table 67. Talend Business Overview
Table 68. Talend Data Quality Management Product
Table 69. Talend Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 70. Talend Recent Developments
Table 71. Microsoft Company Details
Table 72. Microsoft Business Overview
Table 73. Microsoft Data Quality Management Product
Table 74. Microsoft Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 75. Microsoft Recent Developments
Table 76. Syncsort Company Details
Table 77. Syncsort Business Overview
Table 78. Syncsort Data Quality Management Product
Table 79. Syncsort Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 80. Syncsort Recent Developments
Table 81. IBM Company Details
Table 82. IBM Business Overview
Table 83. IBM Data Quality Management Product
Table 84. IBM Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 85. IBM Recent Developments
Table 86. Pitney Bowes Company Details
Table 87. Pitney Bowes Business Overview
Table 88. Pitney Bowes Data Quality Management Product
Table 89. Pitney Bowes Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 90. Pitney Bowes Recent Developments
Table 91. Informatica Company Details
Table 92. Informatica Business Overview
Table 93. Informatica Data Quality Management Product
Table 94. Informatica Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 95. Informatica Recent Developments
Table 96. Oracle Company Details
Table 97. Oracle Business Overview
Table 98. Oracle Data Quality Management Product
Table 99. Oracle Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 100. Oracle Recent Developments
Table 101. SAP Company Details
Table 102. SAP Business Overview
Table 103. SAP Data Quality Management Product
Table 104. SAP Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 105. SAP Recent Developments
Table 106. SAS Institute Company Details
Table 107. SAS Institute Business Overview
Table 108. SAS Institute Data Quality Management Product
Table 109. SAS Institute Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 110. SAS Institute Recent Developments
Table 111. Experian Company Details
Table 112. Experian Business Overview
Table 113. Experian Data Quality Management Product
Table 114. Experian Revenue in Data Quality Management Business (2017-2022) & (US$ Million)
Table 115. Experian Recent Developments
Table 116. Research Programs/Design for This Report
Table 117. Key Data Information from Secondary Sources
Table 118. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Data Quality Management Market Share by Type: 2021 VS 2028
Figure 2. On-Premises Features
Figure 3. SaaS Features
Figure 4. Global Data Quality Management Market Share by Application: 2021 VS 2028
Figure 5. BFSI Case Studies
Figure 6. Healthcare Case Studies
Figure 7. Retail Case Studies
Figure 8. Telecommunication Case Studies
Figure 9. Government Case Studies
Figure 10. Transportation & logistics Case Studies
Figure 11. Education Case Studies
Figure 12. Others Case Studies
Figure 13. Data Quality Management Report Years Considered
Figure 14. Global Data Quality Management Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 15. Global Data Quality Management Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 16. Global Data Quality Management Market Share by Region: 2021 VS 2028
Figure 17. Global Data Quality Management Market Share by Players in 2021
Figure 18. Global Top Data Quality Management Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Quality Management as of 2021)
Figure 19. The Top 10 and 5 Players Market Share by Data Quality Management Revenue in 2021
Figure 20. North America Data Quality Management Market Size YoY (2017-2028) & (US$ Million)
Figure 21. North America Data Quality Management Market Size Market Share by Type (2017-2028)
Figure 22. North America Data Quality Management Market Size Market Share by Application (2017-2028)
Figure 23. North America Data Quality Management Market Size Share by Country (2017-2028)
Figure 24. United States Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. Canada Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 26. Europe Data Quality Management Market Size YoY (2017-2028) & (US$ Million)
Figure 27. Europe Data Quality Management Market Size Market Share by Type (2017-2028)
Figure 28. Europe Data Quality Management Market Size Market Share by Application (2017-2028)
Figure 29. Europe Data Quality Management Market Size Share by Country (2017-2028)
Figure 30. Germany Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. France Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. U.K. Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Italy Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. Russia Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. Nordic Countries Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. Asia-Pacific Data Quality Management Market Size YoY (2017-2028) & (US$ Million)
Figure 37. Asia Pacific Data Quality Management Market Size Market Share by Type (2017-2028)
Figure 38. Asia Pacific Data Quality Management Market Size Market Share by Application (2017-2028)
Figure 39. Asia Pacific Data Quality Management Market Size Share by Region (2017-2028)
Figure 40. China Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Japan Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. South Korea Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 43. Southeast Asia Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 44. India Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 45. Australia Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
Figure 46. Latin America Data Quality Management Market Size YoY (2017-2028) & (US$ Million)
Figure 47. Latin America Data Quality Management Market Size Market Share by Type (2017-2028)
Figure 48. Latin America Data Quality Management Market Size Market Share by Application (2017-2028)
Figure 49. Latin America Data Quality Management Market Size Share by Country (2017-2028)
Figure 50. Mexico Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 51. Brazil Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 52. Middle East & Africa Data Quality Management Market Size YoY (2017-2028) & (US$ Million)
Figure 53. Middle East and Africa Data Quality Management Market Size Market Share by Type (2017-2028)
Figure 54. Middle East and Africa Data Quality Management Market Size Market Share by Application (2017-2028)
Figure 55. Middle East and Africa Data Quality Management Market Size Share by Country (2017-2028)
Figure 56. Turkey Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 57. Saudi Arabia Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 58. UAE Data Quality Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 59. Information Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 60. Talend Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 61. Microsoft Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 62. Syncsort Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 63. IBM Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 64. Pitney Bowes Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 65. Informatica Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 66. Oracle Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 67. SAP Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 68. SAS Institute Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 69. Experian Revenue Growth Rate in Data Quality Management Business (2017-2022)
Figure 70. Bottom-up and Top-down Approaches for This Report
Figure 71. Data Triangulation
Figure 72. Key Executives Interviewed

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