Global Data Quality Tools Market Size, Status and Forecast 2020-2026

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Date: 30-Apr-2020
No. of pages: 95
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Data quality isn't a nice-to-have when it comes to running your business. It's a must. Data Quality Tools are software designed for organizations to jump-start their data quality initiatives, ensuring the data remains a key business priority.

The Data Quality Tools industry has got a rapid development during the last few years, with the fast development of Big Data.

Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost 100 countries around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affect the Data Quality Tools market in 2020.

COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets.

The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future.

This report also analyses the impact of Coronavirus COVID-19 on the Data Quality Tools industry.

Based on our recent survey, we have several different scenarios about the Data Quality Tools YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ 2851.1 million in 2019. The market size of Data Quality Tools will reach xx in 2026, with a CAGR of xx% from 2020 to 2026.

With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Data Quality Tools market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Data Quality Tools market in terms of revenue.

Players, stakeholders, and other participants in the global Data Quality Tools market will be able to gain the upper hand as they use the report as a powerful resource. For this version of the report, the segmental analysis focuses on revenue and forecast by each application segment in terms of revenue and forecast by each type segment in terms of revenue for the period 2015-2026.

Regional and Country-level Analysis

The report offers an exhaustive geographical analysis of the global Data Quality Tools market, covering important regions, viz, North America, Europe, China, Japan, Southeast Asia, India and Central & South America. It also covers key countries (regions), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, UAE, etc.

The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by each application segment in terms of revenue for the period 2015-2026.

Competition Analysis

In the competitive analysis section of the report, leading as well as prominent players of the global Data Quality Tools market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.

On the whole, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Data Quality Tools market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Data Quality Tools market.

The following players are covered in this report:

- Informatica

- IBM

- SAS

- SAP

- Oracle

- Trillium Software

- Information Bulider

- Experian

- Ataccama

- Talend

- Pitney Bowes

- RedPoint

Data Quality Tools Breakdown Data by Type

- On-premises

- Cloud

Data Quality Tools Breakdown Data by Application

- Enterprise

- Government

Global Data Quality Tools Market Size, Status and Forecast 2020-2026

Table of Contents
1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Data Quality Tools Revenue
1.4 Market Analysis by Type
1.4.1 Global Data Quality Tools Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 On-premises
1.4.3 Cloud
1.5 Market by Application
1.5.1 Global Data Quality Tools Market Share by Application: 2020 VS 2026
1.5.2 Enterprise
1.5.3 Government
1.6 Coronavirus Disease 2019 (Covid-19): Data Quality Tools Industry Impact
1.6.1 How the Covid-19 is Affecting the Data Quality Tools Industry
1.6.1.1 Data Quality Tools Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19's Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Data Quality Tools Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Data Quality Tools Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 Global Growth Trends by Regions
2.1 Data Quality Tools Market Perspective (2015-2026)
2.2 Data Quality Tools Growth Trends by Regions
2.2.1 Data Quality Tools Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Data Quality Tools Historic Market Share by Regions (2015-2020)
2.2.3 Data Quality Tools Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter's Five Forces Analysis
2.3.5 Data Quality Tools Market Growth Strategy
2.3.6 Primary Interviews with Key Data Quality Tools Players (Opinion Leaders)
3 Competition Landscape by Key Players
3.1 Global Top Data Quality Tools Players by Market Size
3.1.1 Global Top Data Quality Tools Players by Revenue (2015-2020)
3.1.2 Global Data Quality Tools Revenue Market Share by Players (2015-2020)
3.1.3 Global Data Quality Tools Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Data Quality Tools Market Concentration Ratio
3.2.1 Global Data Quality Tools Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Data Quality Tools Revenue in 2019
3.3 Data Quality Tools Key Players Head office and Area Served
3.4 Key Players Data Quality Tools Product Solution and Service
3.5 Date of Enter into Data Quality Tools Market
3.6 Mergers & Acquisitions, Expansion Plans
4 Breakdown Data by Type (2015-2026)
4.1 Global Data Quality Tools Historic Market Size by Type (2015-2020)
4.2 Global Data Quality Tools Forecasted Market Size by Type (2021-2026)
5 Data Quality Tools Breakdown Data by Application (2015-2026)
5.1 Global Data Quality Tools Market Size by Application (2015-2020)
5.2 Global Data Quality Tools Forecasted Market Size by Application (2021-2026)
6 North America
6.1 North America Data Quality Tools Market Size (2015-2020)
6.2 Data Quality Tools Key Players in North America (2019-2020)
6.3 North America Data Quality Tools Market Size by Type (2015-2020)
6.4 North America Data Quality Tools Market Size by Application (2015-2020)
7 Europe
7.1 Europe Data Quality Tools Market Size (2015-2020)
7.2 Data Quality Tools Key Players in Europe (2019-2020)
7.3 Europe Data Quality Tools Market Size by Type (2015-2020)
7.4 Europe Data Quality Tools Market Size by Application (2015-2020)
8 China
8.1 China Data Quality Tools Market Size (2015-2020)
8.2 Data Quality Tools Key Players in China (2019-2020)
8.3 China Data Quality Tools Market Size by Type (2015-2020)
8.4 China Data Quality Tools Market Size by Application (2015-2020)
9 Japan
9.1 Japan Data Quality Tools Market Size (2015-2020)
9.2 Data Quality Tools Key Players in Japan (2019-2020)
9.3 Japan Data Quality Tools Market Size by Type (2015-2020)
9.4 Japan Data Quality Tools Market Size by Application (2015-2020)
10 Southeast Asia
10.1 Southeast Asia Data Quality Tools Market Size (2015-2020)
10.2 Data Quality Tools Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Data Quality Tools Market Size by Type (2015-2020)
10.4 Southeast Asia Data Quality Tools Market Size by Application (2015-2020)
11 India
11.1 India Data Quality Tools Market Size (2015-2020)
11.2 Data Quality Tools Key Players in India (2019-2020)
11.3 India Data Quality Tools Market Size by Type (2015-2020)
11.4 India Data Quality Tools Market Size by Application (2015-2020)
12 Central & South America
12.1 Central & South America Data Quality Tools Market Size (2015-2020)
12.2 Data Quality Tools Key Players in Central & South America (2019-2020)
12.3 Central & South America Data Quality Tools Market Size by Type (2015-2020)
12.4 Central & South America Data Quality Tools Market Size by Application (2015-2020)
13 Key Players Profiles
13.1 Informatica
13.1.1 Informatica Company Details
13.1.2 Informatica Business Overview and Its Total Revenue
13.1.3 Informatica Data Quality Tools Introduction
13.1.4 Informatica Revenue in Data Quality Tools Business (2015-2020))
13.1.5 Informatica Recent Development
13.2 IBM
13.2.1 IBM Company Details
13.2.2 IBM Business Overview and Its Total Revenue
13.2.3 IBM Data Quality Tools Introduction
13.2.4 IBM Revenue in Data Quality Tools Business (2015-2020)
13.2.5 IBM Recent Development
13.3 SAS
13.3.1 SAS Company Details
13.3.2 SAS Business Overview and Its Total Revenue
13.3.3 SAS Data Quality Tools Introduction
13.3.4 SAS Revenue in Data Quality Tools Business (2015-2020)
13.3.5 SAS Recent Development
13.4 SAP
13.4.1 SAP Company Details
13.4.2 SAP Business Overview and Its Total Revenue
13.4.3 SAP Data Quality Tools Introduction
13.4.4 SAP Revenue in Data Quality Tools Business (2015-2020)
13.4.5 SAP Recent Development
13.5 Oracle
13.5.1 Oracle Company Details
13.5.2 Oracle Business Overview and Its Total Revenue
13.5.3 Oracle Data Quality Tools Introduction
13.5.4 Oracle Revenue in Data Quality Tools Business (2015-2020)
13.5.5 Oracle Recent Development
13.6 Trillium Software
13.6.1 Trillium Software Company Details
13.6.2 Trillium Software Business Overview and Its Total Revenue
13.6.3 Trillium Software Data Quality Tools Introduction
13.6.4 Trillium Software Revenue in Data Quality Tools Business (2015-2020)
13.6.5 Trillium Software Recent Development
13.7 Information Bulider
13.7.1 Information Bulider Company Details
13.7.2 Information Bulider Business Overview and Its Total Revenue
13.7.3 Information Bulider Data Quality Tools Introduction
13.7.4 Information Bulider Revenue in Data Quality Tools Business (2015-2020)
13.7.5 Information Bulider Recent Development
13.8 Experian
13.8.1 Experian Company Details
13.8.2 Experian Business Overview and Its Total Revenue
13.8.3 Experian Data Quality Tools Introduction
13.8.4 Experian Revenue in Data Quality Tools Business (2015-2020)
13.8.5 Experian Recent Development
13.9 Ataccama
13.9.1 Ataccama Company Details
13.9.2 Ataccama Business Overview and Its Total Revenue
13.9.3 Ataccama Data Quality Tools Introduction
13.9.4 Ataccama Revenue in Data Quality Tools Business (2015-2020)
13.9.5 Ataccama Recent Development
13.10 Talend
13.10.1 Talend Company Details
13.10.2 Talend Business Overview and Its Total Revenue
13.10.3 Talend Data Quality Tools Introduction
13.10.4 Talend Revenue in Data Quality Tools Business (2015-2020)
13.10.5 Talend Recent Development
13.11 Pitney Bowes
10.11.1 Pitney Bowes Company Details
10.11.2 Pitney Bowes Business Overview and Its Total Revenue
10.11.3 Pitney Bowes Data Quality Tools Introduction
10.11.4 Pitney Bowes Revenue in Data Quality Tools Business (2015-2020)
10.11.5 Pitney Bowes Recent Development
13.12 RedPoint
10.12.1 RedPoint Company Details
10.12.2 RedPoint Business Overview and Its Total Revenue
10.12.3 RedPoint Data Quality Tools Introduction
10.12.4 RedPoint Revenue in Data Quality Tools Business (2015-2020)
10.12.5 RedPoint Recent Development
14 Analyst's Viewpoints/Conclusions
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
List of Tables
Table 1. Data Quality Tools Key Market Segments
Table 2. Key Players Covered: Ranking by Data Quality Tools Revenue
Table 3. Ranking of Global Top Data Quality Tools Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Data Quality Tools Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of On-premises
Table 6. Key Players of Cloud
Table 7. COVID-19 Impact Global Market: (Four Data Quality Tools Market Size Forecast Scenarios)
Table 8. Opportunities and Trends for Data Quality Tools Players in the COVID-19 Landscape
Table 9. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 10. Key Regions/Countries Measures against Covid-19 Impact
Table 11. Proposal for Data Quality Tools Players to Combat Covid-19 Impact
Table 12. Global Data Quality Tools Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 13. Global Data Quality Tools Market Size by Regions (US$ Million): 2020 VS 2026
Table 14. Global Data Quality Tools Market Size by Regions (2015-2020) (US$ Million)
Table 15. Global Data Quality Tools Market Share by Regions (2015-2020)
Table 16. Global Data Quality Tools Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 17. Global Data Quality Tools Market Share by Regions (2021-2026)
Table 18. Market Top Trends
Table 19. Key Drivers: Impact Analysis
Table 20. Key Challenges
Table 21. Data Quality Tools Market Growth Strategy
Table 22. Main Points Interviewed from Key Data Quality Tools Players
Table 23. Global Data Quality Tools Revenue by Players (2015-2020) (Million US$)
Table 24. Global Data Quality Tools Market Share by Players (2015-2020)
Table 25. Global Top Data Quality Tools Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data Quality Tools as of 2019)
Table 26. Global Data Quality Tools by Players Market Concentration Ratio (CR5 and HHI)
Table 27. Key Players Headquarters and Area Served
Table 28. Key Players Data Quality Tools Product Solution and Service
Table 29. Date of Enter into Data Quality Tools Market
Table 30. Mergers & Acquisitions, Expansion Plans
Table 31. Global Data Quality Tools Market Size by Type (2015-2020) (Million US$)
Table 32. Global Data Quality Tools Market Size Share by Type (2015-2020)
Table 33. Global Data Quality Tools Revenue Market Share by Type (2021-2026)
Table 34. Global Data Quality Tools Market Size Share by Application (2015-2020)
Table 35. Global Data Quality Tools Market Size by Application (2015-2020) (Million US$)
Table 36. Global Data Quality Tools Market Size Share by Application (2021-2026)
Table 37. North America Key Players Data Quality Tools Revenue (2019-2020) (Million US$)
Table 38. North America Key Players Data Quality Tools Market Share (2019-2020)
Table 39. North America Data Quality Tools Market Size by Type (2015-2020) (Million US$)
Table 40. North America Data Quality Tools Market Share by Type (2015-2020)
Table 41. North America Data Quality Tools Market Size by Application (2015-2020) (Million US$)
Table 42. North America Data Quality Tools Market Share by Application (2015-2020)
Table 43. Europe Key Players Data Quality Tools Revenue (2019-2020) (Million US$)
Table 44. Europe Key Players Data Quality Tools Market Share (2019-2020)
Table 45. Europe Data Quality Tools Market Size by Type (2015-2020) (Million US$)
Table 46. Europe Data Quality Tools Market Share by Type (2015-2020)
Table 47. Europe Data Quality Tools Market Size by Application (2015-2020) (Million US$)
Table 48. Europe Data Quality Tools Market Share by Application (2015-2020)
Table 49. China Key Players Data Quality Tools Revenue (2019-2020) (Million US$)
Table 50. China Key Players Data Quality Tools Market Share (2019-2020)
Table 51. China Data Quality Tools Market Size by Type (2015-2020) (Million US$)
Table 52. China Data Quality Tools Market Share by Type (2015-2020)
Table 53. China Data Quality Tools Market Size by Application (2015-2020) (Million US$)
Table 54. China Data Quality Tools Market Share by Application (2015-2020)
Table 55. Japan Key Players Data Quality Tools Revenue (2019-2020) (Million US$)
Table 56. Japan Key Players Data Quality Tools Market Share (2019-2020)
Table 57. Japan Data Quality Tools Market Size by Type (2015-2020) (Million US$)
Table 58. Japan Data Quality Tools Market Share by Type (2015-2020)
Table 59. Japan Data Quality Tools Market Size by Application (2015-2020) (Million US$)
Table 60. Japan Data Quality Tools Market Share by Application (2015-2020)
Table 61. Southeast Asia Key Players Data Quality Tools Revenue (2019-2020) (Million US$)
Table 62. Southeast Asia Key Players Data Quality Tools Market Share (2019-2020)
Table 63. Southeast Asia Data Quality Tools Market Size by Type (2015-2020) (Million US$)
Table 64. Southeast Asia Data Quality Tools Market Share by Type (2015-2020)
Table 65. Southeast Asia Data Quality Tools Market Size by Application (2015-2020) (Million US$)
Table 66. Southeast Asia Data Quality Tools Market Share by Application (2015-2020)
Table 67. India Key Players Data Quality Tools Revenue (2019-2020) (Million US$)
Table 68. India Key Players Data Quality Tools Market Share (2019-2020)
Table 69. India Data Quality Tools Market Size by Type (2015-2020) (Million US$)
Table 70. India Data Quality Tools Market Share by Type (2015-2020)
Table 71. India Data Quality Tools Market Size by Application (2015-2020) (Million US$)
Table 72. India Data Quality Tools Market Share by Application (2015-2020)
Table 73. Central & South America Key Players Data Quality Tools Revenue (2019-2020) (Million US$)
Table 74. Central & South America Key Players Data Quality Tools Market Share (2019-2020)
Table 75. Central & South America Data Quality Tools Market Size by Type (2015-2020) (Million US$)
Table 76. Central & South America Data Quality Tools Market Share by Type (2015-2020)
Table 77. Central & South America Data Quality Tools Market Size by Application (2015-2020) (Million US$)
Table 78. Central & South America Data Quality Tools Market Share by Application (2015-2020)
Table 79. Informatica Company Details
Table 80. Informatica Business Overview
Table 81. Informatica Product
Table 82. Informatica Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 83. Informatica Recent Development
Table 84. IBM Company Details
Table 85. IBM Business Overview
Table 86. IBM Product
Table 87. IBM Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 88. IBM Recent Development
Table 89. SAS Company Details
Table 90. SAS Business Overview
Table 91. SAS Product
Table 92. SAS Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 93. SAS Recent Development
Table 94. SAP Company Details
Table 95. SAP Business Overview
Table 96. SAP Product
Table 97. SAP Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 98. SAP Recent Development
Table 99. Oracle Company Details
Table 100. Oracle Business Overview
Table 101. Oracle Product
Table 102. Oracle Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 103. Oracle Recent Development
Table 104. Trillium Software Company Details
Table 105. Trillium Software Business Overview
Table 106. Trillium Software Product
Table 107. Trillium Software Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 108. Trillium Software Recent Development
Table 109. Information Bulider Company Details
Table 110. Information Bulider Business Overview
Table 111. Information Bulider Product
Table 112. Information Bulider Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 113. Information Bulider Recent Development
Table 114. Experian Business Overview
Table 115. Experian Product
Table 116. Experian Company Details
Table 117. Experian Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 118. Experian Recent Development
Table 119. Ataccama Company Details
Table 120. Ataccama Business Overview
Table 121. Ataccama Product
Table 122. Ataccama Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 123. Ataccama Recent Development
Table 124. Talend Company Details
Table 125. Talend Business Overview
Table 126. Talend Product
Table 127. Talend Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 128. Talend Recent Development
Table 129. Pitney Bowes Company Details
Table 130. Pitney Bowes Business Overview
Table 131. Pitney Bowes Product
Table 132. Pitney Bowes Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 133. Pitney Bowes Recent Development
Table 134. RedPoint Company Details
Table 135. RedPoint Business Overview
Table 136. RedPoint Product
Table 137. RedPoint Revenue in Data Quality Tools Business (2015-2020) (Million US$)
Table 138. RedPoint Recent Development
Table 139. Research Programs/Design for This Report
Table 140. Key Data Information from Secondary Sources
Table 141. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Data Quality Tools Market Share by Type: 2020 VS 2026
Figure 2. On-premises Features
Figure 3. Cloud Features
Figure 4. Global Data Quality Tools Market Share by Application: 2020 VS 2026
Figure 5. Enterprise Case Studies
Figure 6. Government Case Studies
Figure 7. Data Quality Tools Report Years Considered
Figure 8. Global Data Quality Tools Market Size YoY Growth 2015-2026 (US$ Million)
Figure 9. Global Data Quality Tools Market Share by Regions: 2020 VS 2026
Figure 10. Global Data Quality Tools Market Share by Regions (2021-2026)
Figure 11. Porter's Five Forces Analysis
Figure 12. Global Data Quality Tools Market Share by Players in 2019
Figure 13. Global Top Data Quality Tools Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data Quality Tools as of 2019
Figure 14. The Top 10 and 5 Players Market Share by Data Quality Tools Revenue in 2019
Figure 15. North America Data Quality Tools Market Size YoY Growth (2015-2020) (Million US$)
Figure 16. Europe Data Quality Tools Market Size YoY Growth (2015-2020) (Million US$)
Figure 17. China Data Quality Tools Market Size YoY Growth (2015-2020) (Million US$)
Figure 18. Japan Data Quality Tools Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Southeast Asia Data Quality Tools Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. India Data Quality Tools Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Central & South America Data Quality Tools Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Informatica Total Revenue (US$ Million): 2019 Compared with 2018
Figure 23. Informatica Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 24. IBM Total Revenue (US$ Million): 2019 Compared with 2018
Figure 25. IBM Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 26. SAS Total Revenue (US$ Million): 2019 Compared with 2018
Figure 27. SAS Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 28. SAP Total Revenue (US$ Million): 2019 Compared with 2018
Figure 29. SAP Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 30. Oracle Total Revenue (US$ Million): 2019 Compared with 2018
Figure 31. Oracle Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 32. Trillium Software Total Revenue (US$ Million): 2019 Compared with 2018
Figure 33. Trillium Software Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 34. Information Bulider Total Revenue (US$ Million): 2019 Compared with 2018
Figure 35. Information Bulider Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 36. Experian Total Revenue (US$ Million): 2019 Compared with 2018
Figure 37. Experian Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 38. Ataccama Total Revenue (US$ Million): 2019 Compared with 2018
Figure 39. Ataccama Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 40. Talend Total Revenue (US$ Million): 2019 Compared with 2018
Figure 41. Talend Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 42. Pitney Bowes Total Revenue (US$ Million): 2019 Compared with 2018
Figure 43. Pitney Bowes Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 44. RedPoint Total Revenue (US$ Million): 2019 Compared with 2018
Figure 45. RedPoint Revenue Growth Rate in Data Quality Tools Business (2015-2020)
Figure 46. Bottom-up and Top-down Approaches for This Report
Figure 47. Data Triangulation
Figure 48. Key Executives Interviewed
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