Table of Contents 1 Market Overview 1.1 Data Quality Tools Introduction 1.2 Market Analysis by Type 1.2.1 On-premises 1.2.2 Cloud 1.3 Market Analysis by Applications 1.3.1 Enterprise 1.3.2 Government 1.4 Market Analysis by Regions 1.4.1 Europe (Germany, France, UK, Italy, Russia and Turkey) 1.4.1.1 Germany Market States and Outlook (2012-2022) 1.4.1.2 France Market States and Outlook (2012-2022) 1.4.1.3 UK Market States and Outlook (2012-2022) 1.4.1.4 Italy Market States and Outlook (2012-2022) 1.4.1.5 Russia Market States and Outlook (2012-2022) 1.4.1.6 Turkey Market States and Outlook (2012-2022) 1.4.2 Middle East (Saudi Arabia, Israel, UAE and Iran) 1.4.2.1 Saudi Arabia Market States and Outlook (2012-2022) 1.4.2.2 UAE Market States and Outlook (2012-2022) 1.4.2.3 Israel Market States and Outlook (2012-2022) 1.4.2.4 Iran Market States and Outlook (2012-2022) 1.4.3 Africa (South Africa, Nigeria, Egypt and Algeria) 1.4.3.1 South Africa Market States and Outlook (2012-2022) 1.4.3.2 Nigeria Market States and Outlook (2012-2022) 1.4.3.3 Egypt Market States and Outlook (2012-2022) 1.4.3.4 Algeria Market States and Outlook (2012-2022) 1.5 Market Dynamics 1.5.1 Market Opportunities 1.5.2 Market Risk 1.5.3 Market Driving Force 2 Manufacturers Profiles 2.1 Informatica 2.1.1 Business Overview 2.1.2 Data Quality Tools Type and Applications 2.1.2.1 Type 1 2.1.2.2 Type 2 2.1.3 Informatica Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.2 IBM 2.2.1 Business Overview 2.2.2 Data Quality Tools Type and Applications 2.2.2.1 Type 1 2.2.2.2 Type 2 2.2.3 IBM Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.3 SAS 2.3.1 Business Overview 2.3.2 Data Quality Tools Type and Applications 2.3.2.1 Type 1 2.3.2.2 Type 2 2.3.3 SAS Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.4 SAP 2.4.1 Business Overview 2.4.2 Data Quality Tools Type and Applications 2.4.2.1 Type 1 2.4.2.2 Type 2 2.4.3 SAP Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.5 Oracle 2.5.1 Business Overview 2.5.2 Data Quality Tools Type and Applications 2.5.2.1 Type 1 2.5.2.2 Type 2 2.5.3 Oracle Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.6 Trillium Software 2.6.1 Business Overview 2.6.2 Data Quality Tools Type and Applications 2.6.2.1 Type 1 2.6.2.2 Type 2 2.6.3 Trillium Software Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.7 Information Bulider 2.7.1 Business Overview 2.7.2 Data Quality Tools Type and Applications 2.7.2.1 Type 1 2.7.2.2 Type 2 2.7.3 Information Bulider Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.8 Experian 2.8.1 Business Overview 2.8.2 Data Quality Tools Type and Applications 2.8.2.1 Type 1 2.8.2.2 Type 2 2.8.3 Experian Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.9 Ataccama 2.9.1 Business Overview 2.9.2 Data Quality Tools Type and Applications 2.9.2.1 Type 1 2.9.2.2 Type 2 2.9.3 Ataccama Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.10 Talend 2.10.1 Business Overview 2.10.2 Data Quality Tools Type and Applications 2.10.2.1 Type 1 2.10.2.2 Type 2 2.10.3 Talend Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.11 Pitney Bowes 2.11.1 Business Overview 2.11.2 Data Quality Tools Type and Applications 2.11.2.1 Type 1 2.11.2.2 Type 2 2.11.3 Pitney Bowes Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 2.12 RedPoint 2.12.1 Business Overview 2.12.2 Data Quality Tools Type and Applications 2.12.2.1 Type 1 2.12.2.2 Type 2 2.12.3 RedPoint Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) 3 EMEA Data Quality Tools Market Competition, by Manufacturer 3.1 EMEA Data Quality Tools Sales and Market Share by Manufacturer 3.2 EMEA Data Quality Tools Revenue and Market Share by Manufacturer 3.3 EMEA Data Quality Tools Price by Manufacturer (2016-2017) 3.4 Market Concentration Rate 3.4.1 Top 3 Data Quality Tools Manufacturer Market Share 3.4.2 Top 5 Data Quality Tools Manufacturer Market Share 3.5 Market Competition Trend 4 EMEA Data Quality Tools Market Analysis by Regions 4.1 EMEA Data Quality Tools Sales, Revenue and Market Share by Regions 4.1.1 EMEA Data Quality Tools Sales by Regions (2012-2017) 4.1.2 EMEA Data Quality Tools Revenue by Regions (2012-2017) 4.2 Europe Data Quality Tools Sales and Growth (2012-2017) 4.3 Middle East Data Quality Tools Sales and Growth (2012-2017) 4.4 Africa Data Quality Tools Sales and Growth (2012-2017) 5 Europe Data Quality Tools by Countries, Type, Application and Manufacturers 5.1 Europe Data Quality Tools Sales, Revenue and Market Share by Countries 5.1.1 Europe Data Quality Tools Sales by Countries (2012-2017) 5.1.2 Europe Data Quality Tools Revenue by Countries (2012-2017) 5.1.3 Germany Data Quality Tools Sales and Growth (2012-2017) 5.1.4 France Data Quality Tools Sales and Growth (2012-2017) 5.1.5 UK Data Quality Tools Sales and Growth (2012-2017) 5.1.6 Russia Data Quality Tools Sales and Growth (2012-2017) 5.1.7 Italy Data Quality Tools Sales and Growth (2012-2017) 5.1.8 Turkey Data Quality Tools Sales and Growth (2012-2017) 5.2 Europe Data Quality Tools Sales and Revenue (value) by Manufacturers (2016-2017) 5.2.1 Europe Data Quality Tools Sales by Manufacturers (2016-2017) 5.2.2 Europe Data Quality Tools Revenue by Manufacturers (2016-2017) 5.3 Europe Data Quality Tools Sales by Type (2012-2017) 5.4 Europe Data Quality Tools Sales by Application (2012-2017) 6 Middle East Data Quality Tools by Countries, Type, Application and Manufacturers 6.1 Middle East Data Quality Tools Sales, Revenue and Market Share by Countries 6.1.1 Middle East Data Quality Tools Sales by Countries (2012-2017) 6.1.2 Middle East Data Quality Tools Revenue by Countries (2012-2017) 6.1.3 Saudi Arabia Data Quality Tools Sales and Growth (2012-2017) 6.1.4 Israel Data Quality Tools Sales and Growth (2012-2017) 6.1.5 UAE Data Quality Tools Sales and Growth (2012-2017) 6.1.6 Iran Data Quality Tools Sales and Growth (2012-2017) 6.2 Middle East Data Quality Tools Sales and Revenue (value) by Manufacturers (2016-2017) 6.2.1 Middle East Data Quality Tools Sales by Manufacturers (2016-2017) 6.2.2 Middle East Data Quality Tools Revenue by Manufacturers (2016-2017) 6.3 Middle East Data Quality Tools Sales by Type (2012-2017) 6.4 Middle East Data Quality Tools Sales by Application (2012-2017) 7 Africa Data Quality Tools by Countries, Type, Application and Manufacturers 7.1 Africa Data Quality Tools Sales, Revenue and Market Share by Countries 7.1.1 Africa Data Quality Tools Sales by Countries (2012-2017) 7.1.2 Africa Data Quality Tools Revenue by Countries (2012-2017) 7.1.3 South Africa Data Quality Tools Sales and Growth (2012-2017) 7.1.4 Nigeria Data Quality Tools Sales and Growth (2012-2017) 7.1.5 Egypt Data Quality Tools Sales and Growth (2012-2017) 7.1.6 Algeria Data Quality Tools Sales and Growth (2012-2017) 7.2 Middle East Data Quality Tools Sales and Revenue (value) by Manufacturers (2016-2017) 7.2.1 Middle East Data Quality Tools Sales by Manufacturers (2016-2017) 7.2.2 Middle East Data Quality Tools Revenue by Manufacturers (2016-2017) 7.3 Middle East Data Quality Tools Sales by Type (2012-2017) 7.4 Middle East Data Quality Tools Sales by Application (2012-2017) 8 EMEA Data Quality Tools Market Segment by Type 8.1 EMEA Data Quality Tools Sales, Revenue and Market Share by Type (2012-2017) 8.1.1 EMEA Data Quality Tools Sales and Market Share by Type (2012-2017) 8.1.2 EMEA Data Quality Tools Revenue and Market Share by Type (2012-2017) 8.2 On-premises Sales Growth and Price 10.2.1 EMEA On-premises Sales Growth (2012-2017) 10.2.2 EMEA On-premises Price (2012-2017) 8.3 Cloud Sales Growth and Price 10.3.1 EMEA Cloud Sales Growth (2012-2017) 10.3.2 EMEA Cloud Price (2012-2017) 9 EMEA Data Quality Tools Market Segment by Application 9.1 EMEA Data Quality Tools Sales Market Share by Application (2012-2017) 9.2 Enterprise Sales Growth (2012-2017) 9.3 Government Sales Growth (2012-2017) 10 EMEA Data Quality Tools Market Forecast (2017-2022) 10.1 EMEA Data Quality Tools Sales, Revenue and Growth Rate (2017-2022) 10.2 Data Quality Tools Market Forecast by Regions (2017-2022) 10.2.1 Europe Data Quality Tools Market Forecast by Regions (2017-2022) 10.2.1.1 Germany Data Quality Tools Sales Forecast 2017-2022 10.2.1.2 France Data Quality Tools Sales Forecast 2017-2022 10.2.1.3 UK Data Quality Tools Sales Forecast 2017-2022 10.2.1.4 Russia Data Quality Tools Sales Forecast 2017-2022 10.2.1.5 Italy Data Quality Tools Sales Forecast 2017-2022 10.2.1.6 Turkey Data Quality Tools Sales Forecast 2017-2022 10.2.2 Middle East Market Forecast by Regions (2017-2022) 10.2.2.1 Saudi Arabia Data Quality Tools Sales Forecast 2017-2022 10.2.2.2 Israel Data Quality Tools Sales Forecast 2017-2022 10.2.2.3 UAE Data Quality Tools Sales Forecast 2017-2022 10.2.2.4 Iran Data Quality Tools Sales Forecast 2017-2022 10.2.3 Africa Market Forecast by Regions (2017-2022) 10.2.3.1 South Africa Data Quality Tools Sales Forecast 2017-2022 10.2.3.2 Nigeria Data Quality Tools Sales Forecast 2017-2022 10.2.3.3 Egypt Data Quality Tools Sales Forecast 2017-2022 10.2.3.4 Algeria Data Quality Tools Sales Forecast 2017-2022 10.3 Data Quality Tools Market Forecast by Type (2017-2022) 10.4 Data Quality Tools Market Forecast by Application (2017-2022) 11 Sales Channel, Distributors, Traders and Dealers 11.1 Sales Channel 11.1.1 Direct Marketing 11.1.2 Indirect Marketing 11.1.3 Marketing Channel Future Trend 11.2 Distributors, Traders and Dealers 12 Research Findings and Conclusion 13 Appendix 13.1 Methodology 13.2 Analyst Introduction 13.3 Data Source

List of Tables and Figures Figure Data Quality Tools Picture Table Product Specifications of Data Quality Tools Figure EMEA Sales Market Share of Data Quality Tools by Types in 2016 Table Data Quality Tools Types for Major Manufacturers Figure On-premises Picture Figure Cloud Picture Table Data Quality Tools Sales Market Share by Applications in 2016 Figure Enterprise Picture Figure Government Picture Figure Germany Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure France Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure UK Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure Italy Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure Russia Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure Turkey Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure Saudi Arabia Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure UAE Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure Israel Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure Iran Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure South Africa Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure Nigeria Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure Egypt Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Figure Algeria Data Quality Tools Revenue (Value) and Growth Rate (2012-2022) Table Informatica Basic Information, Manufacturing Base and Competitors Table Informatica Data Quality Tools Type and Applications Table Informatica Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table IBM Basic Information, Manufacturing Base and Competitors Table IBM Data Quality Tools Type and Applications Table IBM Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table SAS Basic Information, Manufacturing Base and Competitors Table SAS Data Quality Tools Type and Applications Table SAS Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table SAP Basic Information, Manufacturing Base and Competitors Table SAP Data Quality Tools Type and Applications Table SAP Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table Oracle Basic Information, Manufacturing Base and Competitors Table Oracle Data Quality Tools Type and Applications Table Oracle Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table Trillium Software Basic Information, Manufacturing Base and Competitors Table Trillium Software Data Quality Tools Type and Applications Table Trillium Software Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table Information Bulider Basic Information, Manufacturing Base and Competitors Table Information Bulider Data Quality Tools Type and Applications Table Information Bulider Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table Experian Basic Information, Manufacturing Base and Competitors Table Experian Data Quality Tools Type and Applications Table Experian Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table Ataccama Basic Information, Manufacturing Base and Competitors Table Ataccama Data Quality Tools Type and Applications Table Ataccama Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table Talend Basic Information, Manufacturing Base and Competitors Table Talend Data Quality Tools Type and Applications Table Talend Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table Pitney Bowes Basic Information, Manufacturing Base and Competitors Table Pitney Bowes Data Quality Tools Type and Applications Table Pitney Bowes Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table RedPoint Basic Information, Manufacturing Base and Competitors Table RedPoint Data Quality Tools Type and Applications Table RedPoint Data Quality Tools Sales, Price, Revenue, Gross Margin and Market Share (2016-2017) Table EMEA Data Quality Tools Sales by Manufacturer (2016-2017) Figure EMEA Data Quality Tools Sales Market Share by Manufacturer in 2016 Figure EMEA Data Quality Tools Sales Market Share by Manufacturer in 2017 Table EMEA Data Quality Tools Revenue by Manufacturer (2016-2017) Figure EMEA Data Quality Tools Revenue Market Share by Manufacturer in 2016 Figure EMEA Data Quality Tools Revenue Market Share by Manufacturer in 2017 Table EMEA Data Quality Tools Price by Manufacturer (2016-2017) Figure EMEA Data Quality Tools Sales and Growth (2012-2017) Figure EMEA Data Quality Tools Revenue and Growth (2012-2017) Table EMEA Data Quality Tools Sales by Regions (2012-2017) Table EMEA Data Quality Tools Sales Market Share by Regions (2012-2017) Figure EMEA Data Quality Tools Sales Market Share by Regions in 2012 Figure EMEA Data Quality Tools Sales Market Share by Regions in 2016 Table EMEA Data Quality Tools Revenue by Regions (2012-2017) Table EMEA Data Quality Tools Revenue Market Share by Regions (2012-2017) Figure EMEA Data Quality Tools Revenue Market Share by Regions in 2012 Figure EMEA Data Quality Tools Revenue Market Share by Regions in 2016 Figure Europe Data Quality Tools Sales and Growth (2012-2017) Figure Middle East Data Quality Tools Sales and Growth (2012-2017) Figure Africa Data Quality Tools Sales and Growth (2012-2017) Figure Europe Data Quality Tools Revenue and Growth (2012-2017) Table Europe Data Quality Tools Sales by Countries (2012-2017) Table Europe Data Quality Tools Sales Market Share by Countries (2012-2017) Figure Europe Data Quality Tools Sales Market Share by Countries in 2012 Figure Europe Data Quality Tools Sales Market Share by Countries in 2016 Table Europe Data Quality Tools Revenue by Countries (2012-2017) Table Europe Data Quality Tools Revenue Market Share by Countries (2012-2017) Figure Europe Data Quality Tools Revenue Market Share by Countries in 2012 Figure Europe Data Quality Tools Revenue Market Share by Countries in 2016 Figure Germany Data Quality Tools Sales and Growth (2012-2017) Figure France Data Quality Tools Sales and Growth (2012-2017) Figure UK Data Quality Tools Sales and Growth (2012-2017) Figure Russia Data Quality Tools Sales and Growth (2012-2017) Figure Italy Data Quality Tools Sales and Growth (2012-2017) Figure Turkey Data Quality Tools Sales and Growth (2012-2017) Table Europe Data Quality Tools Sales by Manufacturer (2016-2017) Figure Europe Data Quality Tools Sales Market Share by Manufacturer in 2016 Figure Europe Data Quality Tools Sales Market Share by Manufacturer in 2017 Table Europe Data Quality Tools Revenue by Manufacturer (2016-2017) Figure Europe Data Quality Tools Revenue Market Share by Manufacturer in 2016 Figure Europe Data Quality Tools Revenue Market Share by Manufacturer in 2017 Table Europe Data Quality Tools Sales by Type (2012-2017) Table Europe Data Quality Tools Sales Share by Type (2012-2017) Table Europe Data Quality Tools Sales by Application (2012-2017) Table Europe Data Quality Tools Sales Share by Application (2012-2017) Figure Middle East Data Quality Tools Revenue and Growth (2012-2017) Table Middle East Data Quality Tools Sales by Countries (2012-2017) Table Middle East Data Quality Tools Sales Market Share by Countries (2012-2017) Figure Middle East Data Quality Tools Sales Market Share by Countries in 2012 Figure Middle East Data Quality Tools Sales Market Share by Countries in 2016 Table Middle East Data Quality Tools Revenue by Countries (2012-2017) Table Middle East Data Quality Tools Revenue Market Share by Countries (2012-2017) Figure Middle East Data Quality Tools Revenue Market Share by Countries in 2012 Figure Middle East Data Quality Tools Revenue Market Share by Countries in 2016 Figure Saudi Arabia Data Quality Tools Sales and Growth (2012-2017) Figure Israel Data Quality Tools Sales and Growth (2012-2017) Figure UAE Data Quality Tools Sales and Growth (2012-2017) Figure Iran Data Quality Tools Sales and Growth (2012-2017) Table Middle East Data Quality Tools Sales by Manufacturer (2016-2017) Figure Middle East Data Quality Tools Sales Market Share by Manufacturer in 2016 Figure Middle East Data Quality Tools Sales Market Share by Manufacturer in 2017 Table Middle East Data Quality Tools Revenue by Manufacturer (2016-2017) Figure Middle East Data Quality Tools Revenue Market Share by Manufacturer in 2016 Figure Middle East Data Quality Tools Revenue Market Share by Manufacturer in 2017 Table Middle East Data Quality Tools Sales by Type (2012-2017) Table Middle East Data Quality Tools Sales Share by Type (2012-2017) Table Middle East Data Quality Tools Sales by Application (2012-2017) Table Middle East Data Quality Tools Sales Share by Application (2012-2017) Figure Africa Data Quality Tools Revenue and Growth (2012-2017) Table Africa Data Quality Tools Sales by Countries (2012-2017) Table Africa Data Quality Tools Sales Market Share by Countries (2012-2017) Figure Africa Data Quality Tools Sales Market Share by Countries in 2012 Figure Africa Data Quality Tools Sales Market Share by Countries in 2016 Table Africa Data Quality Tools Revenue by Countries (2012-2017) Table Africa Data Quality Tools Revenue Market Share by Countries (2012-2017) Figure Africa Data Quality Tools Revenue Market Share by Countries in 2012 Figure Africa Data Quality Tools Revenue Market Share by Countries in 2016 Figure South Africa Data Quality Tools Sales and Growth (2012-2017) Figure Nigeria Data Quality Tools Sales and Growth (2012-2017) Figure Egypt Data Quality Tools Sales and Growth (2012-2017) Figure Algeria Data Quality Tools Sales and Growth (2012-2017) Table Middle East Data Quality Tools Sales by Manufacturer (2016-2017) Figure Middle East Data Quality Tools Sales Market Share by Manufacturer in 2016 Figure Middle East Data Quality Tools Sales Market Share by Manufacturer in 2017 Table Middle East Data Quality Tools Revenue by Manufacturer (2016-2017) Figure Middle East Data Quality Tools Revenue Market Share by Manufacturer in 2016 Figure Middle East Data Quality Tools Revenue Market Share by Manufacturer in 2017 Table Middle East Data Quality Tools Sales by Type (2012-2017) Table Middle East Data Quality Tools Sales Share by Type (2012-2017) Table Middle East Data Quality Tools Sales by Application (2012-2017) Table Middle East Data Quality Tools Sales Share by Application (2012-2017) Table EMEA Data Quality Tools Sales by Type (2012-2017) Table EMEA Data Quality Tools Sales Share by Type (2012-2017) Table EMEA Data Quality Tools Revenue by Type (2012-2017) Table EMEA Data Quality Tools Revenue Share by Type (2012-2017) Figure EMEA On-premises Sales Growth (2012-2017) Figure EMEA On-premises Price (2012-2017) Figure EMEA Cloud Sales Growth (2012-2017) Figure EMEA Cloud Price (2012-2017) Table EMEA Data Quality Tools Sales by Application (2012-2017) Table EMEA Data Quality Tools Sales Share by Application (2012-2017) Figure EMEA Enterprise Sales Growth (2012-2017) Figure EMEA Government Sales Growth (2012-2017) Figure EMEA Data Quality Tools Sales, Revenue and Growth Rate (2017-2022) Table EMEA Data Quality Tools Sales Forecast by Regions (2017-2022) Table EMEA Data Quality Tools Market Share Forecast by Regions (2017-2022) Table Europe Data Quality Tools Sales Forecast by Regions (2017-2022) Figure Germany Data Quality Tools Sales Forecast 2017-2022 Figure France Data Quality Tools Sales Forecast 2017-2022 Figure UK Data Quality Tools Sales Forecast 2017-2022 Figure Russia Data Quality Tools Sales Forecast 2017-2022 Figure Italy Data Quality Tools Sales Forecast 2017-2022 Figure Turkey Data Quality Tools Sales Forecast 2017-2022 Table Middle East Sales Forecast by Regions (2017-2022) Figure Saudi Arabia Data Quality Tools Sales Forecast 2017-2022 Figure Israel Data Quality Tools Sales Forecast 2017-2022 Figure UAE Data Quality Tools Sales Forecast 2017-2022 Figure Iran Data Quality Tools Sales Forecast 2017-2022 Table Africa Sales Forecast by Regions (2017-2022) Figure South Africa Data Quality Tools Sales Forecast 2017-2022 Figure Nigeria Data Quality Tools Sales Forecast 2017-2022 Figure Egypt Data Quality Tools Sales Forecast 2017-2022 Figure Algeria Data Quality Tools Sales Forecast 2017-2022 Table EMEA Data Quality Tools Sales Forecast by Type (2017-2022) Table EMEA Data Quality Tools Market Share Forecast by Type (2017-2022) Table EMEA Data Quality Tools Sales Forecast by Application (2017-2022) Table EMEA Data Quality Tools Market Share Forecast by Application (2017-2022) Table Distributors/Traders/ Dealers List