Global Data Wrangling Market By Component (Tools, Services - Professional, Managed), Business Function (Finance, Sales & Marketing, Human Resource, Operations), Organization Size (Small & Medium Enterprises, Large Enterprises), Deployment Mode (On Demand, On-Premise), Vertical (BFSI, Government & Public Sector, Energy & Utilities, Healthcare, Manufacturing, Retail, Telecom & IT, Travel & Hospitality)

The Global Data Wrangling Market size is expected to reach $2.8 billion by 2023, rising at a market growth of 17% CAGR during the forecast period. Data wrangling is used to transform and map data from one "raw" data form to another form to make data more appropriate and valuable in various activities such as analytics. Rapid growth in the volume of data generated across industry verticals has led to the adoption of advanced analytics algorithms to pick insights which could transform a business entity. Unwillingness to shift from traditional ETL tools to advanced automated tools would be a major factor that would limit the growth of the market during the forecast period. Limited levels of awareness among SMEs, and concerns pertaining to data quality are the factors that would limit the seamless expansion of the market.

Click Here For Free Insights

Based on Component, the Data Wrangling market segments the market into Tools and Services. The Services market is segmented into Professional and Managed Services.Based on Business Function, the market report segments the market into Finance, Sales & Marketing, Human Resource, Operations, and Others. Based on Organization Size, the Data Wrangling market segments the market into Small & Medium Enterprises and Large Enterprises. Based on Deployment Mode, the market report segments the market into On Demand and On-Premise. Based on Vertical, the Data Wrangling market segments the market into BFSI, Government & Public Sector, Energy & Utilities, Healthcare, Manufacturing, Retail, Telecom & IT, Travel & Hospitality, and Others. Based on Regions, the Data Wrangling market segments the market into North America, Europe, Asia Pacific, and Latin America, Middle East & Africa.

The market research report covers the competition analysis of key stake holders of the Global Data Wrangling Market. Key companies profiled in the report include IBM Corporation, Oracle Corporation, Talend Inc., Trifacta, TIBCO Software, Inc., Informatica, Hitachi Ltd. (Hitachi Vantara), Teradata Corporation, SAS Institute, Inc., and Datawatch Corporation.

Related Reports:

North America Data Wrangling Market (2017-2023)

Europe Data Wrangling Market (2017-2023)

Asia Pacific Data Wrangling Market (2017-2023)

LAMEA Data Wrangling Market (2017-2023)

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Data Wrangling Market, by Component
1.4.2 Global Data Wrangling Market, by Business Function
1.4.3 Global Data Wrangling Market, by Organization Size
1.4.4 Global Data Wrangling Market, by Deployment Mode
1.4.5 Global Data Wrangling Market, by Vertical
1.4.6 Global Data Wrangling Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview
2.1 Introduction
2.1.1 Segmental Analysis
2.1.1.1 Market By Component
2.1.1.2 Market By Business Function
2.1.1.3 Market By Organization Size
2.1.1.4 Market By Deployment Type
2.1.1.5 Market By Vertical
2.1.1.6 Market By Region
2.2 Drivers, and Restraints
2.2.1 Market Drivers
2.2.2 Market Restraints

Chapter 3. Global Data Wrangling Market
3.1 Global Data Wrangling Market by Component
3.1.1 Global Data Wrangling Tools Market by Region
3.1.2 Global Data Wrangling Services Market by Region
3.1.3 Global Data Wrangling Market by Service Type
3.1.3.1 Global Data Wrangling Professional Services Market by Region
3.1.3.2 Global Data Wrangling Managed Services Market by Region

Chapter 4. Global Data Wrangling Market by Business Function
4.1 Introduction
4.1.1 Global Finance Data Wrangling Market by Region
4.1.2 Global Sales & Marketing Data Wrangling Market by Region
4.1.3 Global Human Resource Data Wrangling Market by Region
4.1.4 Global Operations Data Wrangling Market by Region
4.1.5 Global Others Data Wrangling Market by Region

Chapter 5. Global Data Wrangling Market by Organization Size
5.1 Introduction
5.1.1 Global Small & Medium Enterprises Data Wrangling Market by Region
5.1.2 Global Large Enterprises Data Wrangling Market by Region

Chapter 6. Global Data Wrangling Market by Deployment Type
6.1 Introduction
6.1.1 Global On Demand Deployment Data Wrangling Market by Region
6.1.2 Global On-Premise Deployment Data Wrangling Market by Region

Chapter 7. Global Data Wrangling Market by Vertical
7.1 Introduction
7.1.1 Global Data Wrangling in BFSI Market by Region
7.1.2 Global Data Wrangling in Government & Public Sector Market by Region
7.1.3 Global Data Wrangling in Energy & Utilities Market by Region
7.1.4 Global Data Wrangling in Healthcare Market by Region
7.1.5 Global Data Wrangling in Manufacturing Market by Region
7.1.6 Global Data Wrangling in Retail Market by Region
7.1.7 Global Data Wrangling in Telecom & IT Market by Region
7.1.8 Global Data Wrangling in Travel & Hospitality Market by Region
7.1.9 Global Data Wrangling in Others Market by Region

Chapter 8. Global Data Wrangling Market by Region
8.1 Introduction
8.2 North America Data Wrangling Market
8.2.1 North America Data Wrangling Market by Component
8.2.1.1 North America Data Wrangling Tools Market by Country
8.2.1.2 North America Data Wrangling Services Market by Country
8.2.1.3 North America Data Wrangling Market by Service Type
8.2.1.3.1 North America Data Wrangling Professional Services Market by Country
8.2.1.3.2 North America Data Wrangling Managed Services Market by Country
8.2.2 North America Data Wrangling Market by Business Function
8.2.2.1 North America Finance Data Wrangling Market by Country
8.2.2.2 North America Sales & Marketing Data Wrangling Market by Country
8.2.2.3 North America Human Resource Data Wrangling Market by Country
8.2.2.4 North America Operations Data Wrangling Market by Country
8.2.2.5 North America Others Data Wrangling Market by Country
8.2.3 North America Data Wrangling Market by Organization Size
8.2.3.1 North America Small & Medium Enterprises Data Wrangling Market by Country
8.2.3.2 North America Large Enterprises Data Wrangling Market by Country
8.2.4 North America Data Wrangling Market by Deployment Type
8.2.4.1 North America On Demand Deployment Data Wrangling Market by Country
8.2.4.2 North America On-Premise Deployment Data Wrangling Market by Country
8.2.5 North America Data Wrangling Market by Vertical
8.2.5.1 North America Data Wrangling in BFSI Market by Country
8.2.5.2 North America Data Wrangling in Government & Public Sector Market by Country
8.2.5.3 North America Data Wrangling in Energy & Utilities Market by Country
8.2.5.4 North America Data Wrangling in Healthcare Market by Country
8.2.5.5 North America Data Wrangling in Manufacturing Market by Country
8.2.5.6 North America Data Wrangling in Retail Market by Country
8.2.5.7 North America Data Wrangling in Telecom & IT Market by Country
8.2.5.8 North America Data Wrangling in Travel & Hospitality Market by Country
8.2.5.9 North America Data Wrangling in Others Market by Country
8.2.6 North America Data Wrangling Market by Country
8.2.6.1 US Data Wrangling Market
8.2.6.1.1 US Data Wrangling Market by Component
8.2.6.1.2 US Data Wrangling Market by Business Function
8.2.6.1.3 US Data Wrangling Market by Organization Size
8.2.6.1.4 US Data Wrangling Market by Deployment Type
8.2.6.1.5 US Data Wrangling Market by Vertical
8.2.6.2 Canada Data Wrangling Market
8.2.6.2.1 Canada Data Wrangling Market by Component
8.2.6.2.2 Canada Data Wrangling Market by Business Function
8.2.6.2.3 Canada Data Wrangling Market by Organization Size
8.2.6.2.4 Canada Data Wrangling Market by Deployment Type
8.2.6.2.5 Canada Data Wrangling Market by Vertical
8.2.6.3 Mexico Data Wrangling Market
8.2.6.3.1 Mexico Data Wrangling Market by Component
8.2.6.3.2 Mexico Data Wrangling Market by Business Function
8.2.6.3.3 Mexico Data Wrangling Market by Organization Size
8.2.6.3.4 Mexico Data Wrangling Market by Deployment Type
8.2.6.3.5 Mexico Data Wrangling Market by Vertical
8.2.6.4 Rest of North America Data Wrangling Market
8.2.6.4.1 Rest of North America Data Wrangling Market by Component
8.2.6.4.2 Rest of North America Data Wrangling Market by Business Function
8.2.6.4.3 Rest of North America Data Wrangling Market by Organization Size
8.2.6.4.4 Rest of North America Data Wrangling Market by Deployment Type
8.2.6.4.5 Rest of North America Data Wrangling Market by Vertical
8.3 Europe Data Wrangling Market
8.3.1 Europe Data Wrangling Market by Component
8.3.1.1 Europe Data Wrangling Tools Market by Country
8.3.1.2 Europe Data Wrangling Services Market by Country
8.3.1.3 Europe Data Wrangling Market by Service Type
8.3.1.3.1 Europe Data Wrangling Professional Services Market by Country
8.3.1.3.2 Europe Data Wrangling Managed Services Market by Country
8.3.2 Europe Data Wrangling Market by Business Function
8.3.2.1 Europe Finance Data Wrangling Market by Country
8.3.2.2 Europe Sales & Marketing Data Wrangling Market by Country
8.3.2.3 Europe Human Resource Data Wrangling Market by Country
8.3.2.4 Europe Operations Data Wrangling Market by Country
8.3.2.5 Europe Others Data Wrangling Market by Country
8.3.3 Europe Data Wrangling Market by Organization Size
8.3.3.1 Europe Small & Medium Enterprises Data Wrangling Market by Country
8.3.3.2 Europe Large Enterprises Data Wrangling Market by Country
8.3.4 Europe Data Wrangling Market by Deployment Type
8.3.4.1 Europe On Demand Deployment Data Wrangling Market by Country
8.3.4.2 Europe On-Premise Deployment Data Wrangling Market by Country
8.3.5 Europe Data Wrangling Market by Vertical
8.3.5.1 Europe Data Wrangling in BFSI Market by Country
8.3.5.2 Europe Data Wrangling in Government & Public Sector Market by Country
8.3.5.3 Europe Data Wrangling in Energy & Utilities Market by Country
8.3.5.4 Europe Data Wrangling in Healthcare Market by Country
8.3.5.5 Europe Data Wrangling in Manufacturing Market by Country
8.3.5.6 Europe Data Wrangling in Retail Market by Country
8.3.5.7 Europe Data Wrangling in Telecom & IT Market by Country
8.3.5.8 Europe Data Wrangling in Travel & Hospitality Market by Country
8.3.5.9 Europe Data Wrangling in Others Market by Country
8.3.6 Europe Data Wrangling Market by Country
8.3.6.1 Germany Data Wrangling Market
8.3.6.1.1 Germany Data Wrangling Market by Component
8.3.6.1.2 Germany Data Wrangling Market by Business Function
8.3.6.1.3 Germany Data Wrangling Market by Organization Size
8.3.6.1.4 Germany Data Wrangling Market by Deployment Type
8.3.6.1.5 Germany Data Wrangling Market by Vertical
8.3.6.2 UK Data Wrangling Market
8.3.6.2.1 UK Data Wrangling Market by Component
8.3.6.2.2 UK Data Wrangling Market by Business Function
8.3.6.2.3 UK Data Wrangling Market by Organization Size
8.3.6.2.4 UK Data Wrangling Market by Deployment Type
8.3.6.2.5 UK Data Wrangling Market by Vertical
8.3.6.3 France Data Wrangling Market
8.3.6.3.1 France Data Wrangling Market by Component
8.3.6.3.2 France Data Wrangling Market by Business Function
8.3.6.3.3 France Data Wrangling Market by Organization Size
8.3.6.3.4 France Data Wrangling Market by Deployment Type
8.3.6.3.5 France Data Wrangling Market by Vertical
8.3.6.4 Russia Data Wrangling Market
8.3.6.4.1 Russia Data Wrangling Market by Component
8.3.6.4.2 Russia Data Wrangling Market by Business Function
8.3.6.4.3 Russia Data Wrangling Market by Organization Size
8.3.6.4.4 Russia Data Wrangling Market by Deployment Type
8.3.6.4.5 Russia Data Wrangling Market by Vertical
8.3.6.5 Spain Data Wrangling Market
8.3.6.5.1 Spain Data Wrangling Market by Component
8.3.6.5.2 Spain Data Wrangling Market by Business Function
8.3.6.5.3 Spain Data Wrangling Market by Organization Size
8.3.6.5.4 Spain Data Wrangling Market by Deployment Type
8.3.6.5.5 Spain Data Wrangling Market by Vertical
8.3.6.6 Italy Data Wrangling Market
8.3.6.6.1 Italy Data Wrangling Market by Component
8.3.6.6.2 Italy Data Wrangling Market by Business Function
8.3.6.6.3 Italy Data Wrangling Market by Organization Size
8.3.6.6.4 Italy Data Wrangling Market by Deployment Type
8.3.6.6.5 Italy Data Wrangling Market by Vertical
8.3.6.7 Rest of Europe Data Wrangling Market
8.3.6.7.1 Rest of Europe Data Wrangling Market by Component
8.3.6.7.2 Rest of Europe Data Wrangling Market by Business Function
8.3.6.7.3 Rest of Europe Data Wrangling Market by Organization Size
8.3.6.7.4 Rest of Europe Data Wrangling Market by Deployment Type
8.3.6.7.5 Rest of Europe Data Wrangling Market by Vertical
8.4 Asia Pacific Data Wrangling Market
8.4.1 Asia Pacific Data Wrangling Market by Component
8.4.1.1 Asia Pacific Data Wrangling Tools Market by Country
8.4.1.2 Asia Pacific Data Wrangling Services Market by Country
8.4.1.3 Asia Pacific Data Wrangling Market by Service Type
8.4.1.3.1 Asia Pacific Data Wrangling Professional Services Market by Country
8.4.1.3.2 Asia Pacific Data Wrangling Managed Services Market by Country
8.4.2 Asia Pacific Data Wrangling Market by Business Function
8.4.2.1 Asia Pacific Finance Data Wrangling Market by Country
8.4.2.2 Asia Pacific Sales & Marketing Data Wrangling Market by Country
8.4.2.3 Asia Pacific Human Resource Data Wrangling Market by Country
8.4.2.4 Asia Pacific Operations Data Wrangling Market by Country
8.4.2.5 Asia Pacific Others Data Wrangling Market by Country
8.4.3 Asia Pacific Data Wrangling Market by Organization Size
8.4.3.1 Asia Pacific Small & Medium Enterprises Data Wrangling Market by Country
8.4.3.2 Asia Pacific Large Enterprises Data Wrangling Market by Country
8.4.4 Asia Pacific Data Wrangling Market by Deployment Type
8.4.4.1 Asia Pacific On Demand Deployment Data Wrangling Market by Country
8.4.4.2 Asia Pacific On-Premise Deployment Data Wrangling Market by Country
8.4.5 Asia Pacific Data Wrangling Market by Vertical
8.4.5.1 Asia Pacific Data Wrangling in BFSI Market by Country
8.4.5.2 Asia Pacific Data Wrangling in Government & Public Sector Market by Country
8.4.5.3 Asia Pacific Data Wrangling in Energy & Utilities Market by Country
8.4.5.4 Asia Pacific Data Wrangling in Healthcare Market by Country
8.4.5.5 Asia Pacific Data Wrangling in Manufacturing Market by Country
8.4.5.6 Asia Pacific Data Wrangling in Retail Market by Country
8.4.5.7 Asia Pacific Data Wrangling in Telecom & IT Market by Country
8.4.5.8 Asia Pacific Data Wrangling in Travel & Hospitality Market by Country
8.4.5.9 Asia Pacific Data Wrangling in Others Market by Country
8.4.6 Asia Pacific Data Wrangling Market by Country
8.4.6.1 China Data Wrangling Market
8.4.6.1.1 China Data Wrangling Market by Component
8.4.6.1.2 China Data Wrangling Market by Business Function
8.4.6.1.3 China Data Wrangling Market by Organization Size
8.4.6.1.4 China Data Wrangling Market by Deployment Type
8.4.6.1.5 China Data Wrangling Market by Vertical
8.4.6.2 Japan Data Wrangling Market
8.4.6.2.1 Japan Data Wrangling Market by Component
8.4.6.2.2 Japan Data Wrangling Market by Business Function
8.4.6.2.3 Japan Data Wrangling Market by Organization Size
8.4.6.2.4 Japan Data Wrangling Market by Deployment Type
8.4.6.2.5 Japan Data Wrangling Market by Vertical
8.4.6.3 India Data Wrangling Market
8.4.6.3.1 India Data Wrangling Market by Component
8.4.6.3.2 India Data Wrangling Market by Business Function
8.4.6.3.3 India Data Wrangling Market by Organization Size
8.4.6.3.4 India Data Wrangling Market by Deployment Type
8.4.6.3.5 India Data Wrangling Market by Vertical
8.4.6.4 South Korea Data Wrangling Market
8.4.6.4.1 South Korea Data Wrangling Market by Component
8.4.6.4.2 South Korea Data Wrangling Market by Business Function
8.4.6.4.3 South Korea Data Wrangling Market by Organization Size
8.4.6.4.4 South Korea Data Wrangling Market by Deployment Type
8.4.6.4.5 South Korea Data Wrangling Market by Vertical
8.4.6.5 Singapore Data Wrangling Market
8.4.6.5.1 Singapore Data Wrangling Market by Component
8.4.6.5.2 Singapore Data Wrangling Market by Business Function
8.4.6.5.3 Singapore Data Wrangling Market by Organization Size
8.4.6.5.4 Singapore Data Wrangling Market by Deployment Type
8.4.6.5.5 Singapore Data Wrangling Market by Vertical
8.4.6.6 Malaysia Data Wrangling Market
8.4.6.6.1 Malaysia Data Wrangling Market by Component
8.4.6.6.2 Malaysia Data Wrangling Market by Business Function
8.4.6.6.3 Malaysia Data Wrangling Market by Organization Size
8.4.6.6.4 Malaysia Data Wrangling Market by Deployment Type
8.4.6.6.5 Malaysia Data Wrangling Market by Vertical
8.4.6.7 Rest of Asia Pacific Data Wrangling Market
8.4.6.7.1 Rest of Asia Pacific Data Wrangling Market by Component
8.4.6.7.2 Rest of Asia Pacific Data Wrangling Market by Business Function
8.4.6.7.3 Rest of Asia Pacific Data Wrangling Market by Organization Size
8.4.6.7.4 Rest of Asia Pacific Data Wrangling Market by Deployment Type
8.4.6.7.5 Rest of Asia Pacific Data Wrangling Market by Vertical
8.5 LAMEA Data Wrangling Market
8.5.1 LAMEA Data Wrangling Market by Component
8.5.1.1 LAMEA Data Wrangling Tools Market by Country
8.5.1.2 LAMEA Data Wrangling Services Market by Country
8.5.1.3 LAMEA Data Wrangling Market by Service Type
8.5.1.3.1 LAMEA Data Wrangling Professional Services Market by Country
8.5.1.3.2 LAMEA Data Wrangling Managed Services Market by Country
8.5.2 LAMEA Data Wrangling Market by Business Function
8.5.2.1 LAMEA Finance Data Wrangling Market by Country
8.5.2.2 LAMEA Sales & Marketing Data Wrangling Market by Country
8.5.2.3 LAMEA Human Resource Data Wrangling Market by Country
8.5.2.4 LAMEA Operations Data Wrangling Market by Country
8.5.2.5 LAMEA Others Data Wrangling Market by Country
8.5.3 LAMEA Data Wrangling Market by Organization Size
8.5.3.1 LAMEA Small & Medium Enterprises Data Wrangling Market by Country
8.5.3.2 LAMEA Large Enterprises Data Wrangling Market by Country
8.5.4 LAMEA Data Wrangling Market by Deployment Type
8.5.4.1 LAMEA On Demand Deployment Data Wrangling Market by Country
8.5.4.2 LAMEA On-Premise Deployment Data Wrangling Market by Country
8.5.5 LAMEA Data Wrangling Market by Vertical
8.5.5.1 LAMEA Data Wrangling in BFSI Market by Country
8.5.5.2 LAMEA Data Wrangling in Government & Public Sector Market by Country
8.5.5.3 LAMEA Data Wrangling in Energy & Utilities Market by Country
8.5.5.4 LAMEA Data Wrangling in Healthcare Market by Country
8.5.5.5 LAMEA Data Wrangling in Manufacturing Market by Country
8.5.5.6 LAMEA Data Wrangling in Retail Market by Country
8.5.5.7 LAMEA Data Wrangling in Telecom & IT Market by Country
8.5.5.8 LAMEA Data Wrangling in Travel & Hospitality Market by Country
8.5.5.9 LAMEA Data Wrangling in Others Market by Country
8.5.6 LAMEA Data Wrangling Market by Country
8.5.6.1 Brazil Data Wrangling Market
8.5.6.1.1 Brazil Data Wrangling Market by Component
8.5.6.1.2 Brazil Data Wrangling Market by Business Function
8.5.6.1.3 Brazil Data Wrangling Market by Organization Size
8.5.6.1.4 Brazil Data Wrangling Market by Deployment Type
8.5.6.1.5 Brazil Data Wrangling Market by Vertical
8.5.6.2 Argentina Data Wrangling Market
8.5.6.2.1 Argentina Data Wrangling Market by Component
8.5.6.2.2 Argentina Data Wrangling Market by Business Function
8.5.6.2.3 Argentina Data Wrangling Market by Organization Size
8.5.6.2.4 Argentina Data Wrangling Market by Deployment Type
8.5.6.2.5 Argentina Data Wrangling Market by Vertical
8.5.6.3 UAE Data Wrangling Market
8.5.6.3.1 UAE Data Wrangling Market by Component
8.5.6.3.2 UAE Data Wrangling Market by Business Function
8.5.6.3.3 UAE Data Wrangling Market by Organization Size
8.5.6.3.4 UAE Data Wrangling Market by Deployment Type
8.5.6.3.5 UAE Data Wrangling Market by Vertical
8.5.6.4 Saudi Arabia Data Wrangling Market
8.5.6.4.1 Saudi Arabia Data Wrangling Market by Component
8.5.6.4.2 Saudi Arabia Data Wrangling Market by Business Function
8.5.6.4.3 Saudi Arabia Data Wrangling Market by Organization Size
8.5.6.4.4 Saudi Arabia Data Wrangling Market by Deployment Type
8.5.6.4.5 Saudi Arabia Data Wrangling Market by Vertical
8.5.6.5 South Africa Data Wrangling Market
8.5.6.5.1 South Africa Data Wrangling Market by Component
8.5.6.5.2 South Africa Data Wrangling Market by Business Function
8.5.6.5.3 South Africa Data Wrangling Market by Organization Size
8.5.6.5.4 South Africa Data Wrangling Market by Deployment Type
8.5.6.5.5 South Africa Data Wrangling Market by Vertical
8.5.6.6 Nigeria Data Wrangling Market
8.5.6.6.1 Nigeria Data Wrangling Market by Component
8.5.6.6.2 Nigeria Data Wrangling Market by Business Function
8.5.6.6.3 Nigeria Data Wrangling Market by Organization Size
8.5.6.6.4 Nigeria Data Wrangling Market by Deployment Type
8.5.6.6.5 Nigeria Data Wrangling Market by Vertical
8.5.6.7 Rest of LAMEA Data Wrangling Market
8.5.6.7.1 Rest of LAMEA Data Wrangling Market by Component
8.5.6.7.2 Rest of LAMEA Data Wrangling Market by Business Function
8.5.6.7.3 Rest of LAMEA Data Wrangling Market by Organization Size
8.5.6.7.4 Rest of LAMEA Data Wrangling Market by Deployment Type
8.5.6.7.5 Rest of LAMEA Data Wrangling Market by Vertical

Chapter 9. Competitive Study
9.1 KBV Cardinal Matrix
9.2 Recent Industry Wide Strategic Developments
9.2.1 Partnerships, Collaborations and Agreements
9.2.2 Product Launches
9.2.3 Mergers & Acquisitions

Chapter 10. Company Profiles
10.1 IBM Corporation
10.1.1 Company Overview
10.1.2 Financial Analysis
10.1.3 Segmental and Regional Analysis
10.1.4 Research & Development Expense
10.1.5 Strategies at a Glance
10.1.5.1 Product Launch
10.2 Oracle Corporation
10.2.1 Company Overview
10.2.2 Financial Analysis
10.2.3 Segmental and Regional Analysis
10.2.4 Research & Development Expense
10.2.5 Strategies at a Glance
10.2.5.1 Product Launch
10.3 Talend, Inc.
10.3.1 Company Overview
10.3.2 Financial Analysis
10.3.3 Regional Analysis
10.3.4 Research & Development Expense
10.3.5 Strategies at a Glance
10.3.5.1 Product Launch
10.4 TIBCO Software Inc.
10.4.1 Company Overview
10.4.2 Strategies at a Glance
10.4.2.1 Product Launch
10.4.2.2 Mergers & Acquisitions
10.4.2.3 Partnerships, Collaborations and Agreements
10.5 Informatica
10.5.1 Company Overview
10.5.2 Strategies at a Glance
10.5.2.1 Product Launch
10.5.2.2 Partnerships, Collaborations and Agreements
10.6 Hitachi Ltd. (Hitachi Vantara)
10.6.1 Company Overview
10.6.2 Financial Analysis
10.6.3 Segmental and Regional Analysis
10.7 SAS Institute, Inc.
10.7.1 Company Overview
10.7.2 Financial Analysis
10.7.3 Segmental and Regional Analysis
10.8 Trifacta
10.8.1 Company Overview
10.8.2 Strategies at a Glance
10.8.2.1 Product Launch
10.8.2.2 Partnerships, Collaborations and Agreements
10.9 Teradata Corporation
10.9.1 Company Overview
10.9.2 Financial Analysis
10.9.3 Segmental and Regional Analysis
10.9.4 Research & Development Expense
10.9.5 Strategies at a Glance
10.9.5.1 Product Launch
10.1 Datawatch Corporation
10.10.1 Company Overview
10.10.2 Financial Analysis
10.10.3 Regional Analysis
10.10.4 Research & Development Expense
10.10.5 Strategies at a Glance
10.10.5.1 Product Launch
10.10.5.2 Partnerships, Collaborations and Agreements

TABLE 1 GLOBAL DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 2 GLOBAL DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 3 GLOBAL DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 4 GLOBAL DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 5 GLOBAL DATA WRANGLING TOOLS MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 6 GLOBAL DATA WRANGLING TOOLS MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 7 GLOBAL DATA WRANGLING SERVICES MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 8 GLOBAL DATA WRANGLING SERVICES MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 9 GLOBAL DATA WRANGLING MARKET BY SERVICE TYPE, 2013 - 2016, USD MILLION
TABLE 10 GLOBAL DATA WRANGLING MARKET BY SERVICE TYPE, 2017 - 2023, USD MILLION
TABLE 11 GLOBAL DATA WRANGLING PROFESSIONAL SERVICES MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 12 GLOBAL DATA WRANGLING PROFESSIONAL SERVICES MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 13 GLOBAL DATA WRANGLING MANAGED SERVICES MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 14 GLOBAL DATA WRANGLING MANAGED SERVICES MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 15 GLOBAL DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 16 GLOBAL DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 17 GLOBAL FINANCE DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 18 GLOBAL FINANCE DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 19 GLOBAL SALES & MARKETING DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 20 GLOBAL SALES & MARKETING DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 21 GLOBAL HUMAN RESOURCE DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 22 GLOBAL HUMAN RESOURCE DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 23 GLOBAL OPERATIONS DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 24 GLOBAL OPERATIONS DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 25 GLOBAL OTHERS DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 26 GLOBAL OTHERS DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 27 GLOBAL DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 28 GLOBAL DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 29 GLOBAL SMALL & MEDIUM ENTERPRISES DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 30 GLOBAL SMALL & MEDIUM ENTERPRISES DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 31 GLOBAL LARGE ENTERPRISES DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 32 GLOBAL LARGE ENTERPRISES DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 33 GLOBAL DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 34 GLOBAL DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 35 GLOBAL ON DEMAND DEPLOYMENT DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 36 GLOBAL ON DEMAND DEPLOYMENT DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 37 GLOBAL ON-PREMISE DEPLOYMENT DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 38 GLOBAL ON-PREMISE DEPLOYMENT DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 39 GLOBAL DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 40 GLOBAL DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 41 GLOBAL DATA WRANGLING IN BFSI MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 42 GLOBAL DATA WRANGLING IN BFSI MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 43 GLOBAL DATA WRANGLING IN GOVERNMENT & PUBLIC SECTOR MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 44 GLOBAL DATA WRANGLING IN GOVERNMENT & PUBLIC SECTOR MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 45 GLOBAL DATA WRANGLING IN ENERGY & UTILITIES MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 46 GLOBAL DATA WRANGLING IN ENERGY & UTILITIES MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 47 GLOBAL DATA WRANGLING IN HEALTHCARE MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 48 GLOBAL DATA WRANGLING IN HEALTHCARE MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 49 GLOBAL DATA WRANGLING IN MANUFACTURING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 50 GLOBAL DATA WRANGLING IN MANUFACTURING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 51 GLOBAL DATA WRANGLING IN RETAIL MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 52 GLOBAL DATA WRANGLING IN RETAIL MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 53 GLOBAL DATA WRANGLING IN TELECOM & IT MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 54 GLOBAL DATA WRANGLING IN TELECOM & IT MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 55 GLOBAL DATA WRANGLING IN TRAVEL & HOSPITALITY MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 56 GLOBAL DATA WRANGLING IN TRAVEL & HOSPITALITY MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 57 GLOBAL DATA WRANGLING IN OTHERS MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 58 GLOBAL DATA WRANGLING IN OTHERS MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 59 GLOBAL DATA WRANGLING MARKET BY REGION, 2013 - 2016, USD MILLION
TABLE 60 GLOBAL DATA WRANGLING MARKET BY REGION, 2017 - 2023, USD MILLION
TABLE 61 NORTH AMERICA DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 62 NORTH AMERICA DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 63 NORTH AMERICA DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 64 NORTH AMERICA DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 65 NORTH AMERICA DATA WRANGLING TOOLS MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 66 NORTH AMERICA DATA WRANGLING TOOLS MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 67 NORTH AMERICA DATA WRANGLING SERVICES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 68 NORTH AMERICA DATA WRANGLING SERVICES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 69 NORTH AMERICA DATA WRANGLING MARKET BY SERVICE TYPE, 2013 - 2016, USD MILLION
TABLE 70 NORTH AMERICA DATA WRANGLING MARKET BY SERVICE TYPE, 2017 - 2023, USD MILLION
TABLE 71 NORTH AMERICA DATA WRANGLING PROFESSIONAL SERVICES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 72 NORTH AMERICA DATA WRANGLING PROFESSIONAL SERVICES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 73 NORTH AMERICA DATA WRANGLING MANAGED SERVICES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 74 NORTH AMERICA DATA WRANGLING MANAGED SERVICES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 75 NORTH AMERICA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 76 NORTH AMERICA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 77 NORTH AMERICA FINANCE DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 78 NORTH AMERICA FINANCE DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 79 NORTH AMERICA SALES & MARKETING DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 80 NORTH AMERICA SALES & MARKETING DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 81 NORTH AMERICA HUMAN RESOURCE DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 82 NORTH AMERICA HUMAN RESOURCE DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 83 NORTH AMERICA OPERATIONS DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 84 NORTH AMERICA OPERATIONS DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 85 NORTH AMERICA OTHERS DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 86 NORTH AMERICA OTHERS DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 87 NORTH AMERICA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 88 NORTH AMERICA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 89 NORTH AMERICA SMALL & MEDIUM ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 90 NORTH AMERICA SMALL & MEDIUM ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 91 NORTH AMERICA LARGE ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 92 NORTH AMERICA LARGE ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 93 NORTH AMERICA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 94 NORTH AMERICA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 95 NORTH AMERICA ON DEMAND DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 96 NORTH AMERICA ON DEMAND DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 97 NORTH AMERICA ON-PREMISE DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 98 NORTH AMERICA ON-PREMISE DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 99 NORTH AMERICA DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 100 NORTH AMERICA DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 101 NORTH AMERICA DATA WRANGLING IN BFSI MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 102 NORTH AMERICA DATA WRANGLING IN BFSI MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 103 NORTH AMERICA DATA WRANGLING IN GOVERNMENT & PUBLIC SECTOR MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 104 NORTH AMERICA DATA WRANGLING IN GOVERNMENT & PUBLIC SECTOR MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 105 NORTH AMERICA DATA WRANGLING IN ENERGY & UTILITIES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 106 NORTH AMERICA DATA WRANGLING IN ENERGY & UTILITIES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 107 NORTH AMERICA DATA WRANGLING IN HEALTHCARE MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 108 NORTH AMERICA DATA WRANGLING IN HEALTHCARE MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 109 NORTH AMERICA DATA WRANGLING IN MANUFACTURING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 110 NORTH AMERICA DATA WRANGLING IN MANUFACTURING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 111 NORTH AMERICA DATA WRANGLING IN RETAIL MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 112 NORTH AMERICA DATA WRANGLING IN RETAIL MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 113 NORTH AMERICA DATA WRANGLING IN TELECOM & IT MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 114 NORTH AMERICA DATA WRANGLING IN TELECOM & IT MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 115 NORTH AMERICA DATA WRANGLING IN TRAVEL & HOSPITALITY MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 116 NORTH AMERICA DATA WRANGLING IN TRAVEL & HOSPITALITY MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 117 NORTH AMERICA DATA WRANGLING IN OTHERS MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 118 NORTH AMERICA DATA WRANGLING IN OTHERS MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 119 NORTH AMERICA DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 120 NORTH AMERICA DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 121 US DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 122 US DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 123 US DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 124 US DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 125 US DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 126 US DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 127 US DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 128 US DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 129 US DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 130 US DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 131 US DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 132 US DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 133 US DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 134 US DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 135 CANADA DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 136 CANADA DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 137 CANADA DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 138 CANADA DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 139 CANADA DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 140 CANADA DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 141 CANADA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 142 CANADA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 143 CANADA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 144 CANADA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 145 CANADA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 146 CANADA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 147 CANADA DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 148 CANADA DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 149 MEXICO DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 150 MEXICO DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 151 MEXICO DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 152 MEXICO DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 153 MEXICO DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 154 MEXICO DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 155 MEXICO DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 156 MEXICO DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 157 MEXICO DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 158 MEXICO DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 159 MEXICO DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 160 MEXICO DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 161 MEXICO DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 162 MEXICO DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 163 REST OF NORTH AMERICA DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 164 REST OF NORTH AMERICA DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 165 REST OF NORTH AMERICA DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 166 REST OF NORTH AMERICA DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 167 REST OF NORTH AMERICA DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 168 REST OF NORTH AMERICA DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 169 REST OF NORTH AMERICA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 170 REST OF NORTH AMERICA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 171 REST OF NORTH AMERICA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 172 REST OF NORTH AMERICA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 173 REST OF NORTH AMERICA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 174 REST OF NORTH AMERICA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 175 REST OF NORTH AMERICA DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 176 REST OF NORTH AMERICA DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 177 EUROPE DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 178 EUROPE DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 179 EUROPE DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 180 EUROPE DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 181 EUROPE DATA WRANGLING TOOLS MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 182 EUROPE DATA WRANGLING TOOLS MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 183 EUROPE DATA WRANGLING SERVICES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 184 EUROPE DATA WRANGLING SERVICES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 185 EUROPE DATA WRANGLING MARKET BY SERVICE TYPE, 2013 - 2016, USD MILLION
TABLE 186 EUROPE DATA WRANGLING MARKET BY SERVICE TYPE, 2017 - 2023, USD MILLION
TABLE 187 EUROPE DATA WRANGLING PROFESSIONAL SERVICES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 188 EUROPE DATA WRANGLING PROFESSIONAL SERVICES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 189 EUROPE DATA WRANGLING MANAGED SERVICES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 190 EUROPE DATA WRANGLING MANAGED SERVICES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 191 EUROPE DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 192 EUROPE DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 193 EUROPE FINANCE DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 194 EUROPE FINANCE DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 195 EUROPE SALES & MARKETING DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 196 EUROPE SALES & MARKETING DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 197 EUROPE HUMAN RESOURCE DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 198 EUROPE HUMAN RESOURCE DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 199 EUROPE OPERATIONS DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 200 EUROPE OPERATIONS DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 201 EUROPE OTHERS DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 202 EUROPE OTHERS DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 203 EUROPE DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 204 EUROPE DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 205 EUROPE SMALL & MEDIUM ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 206 EUROPE SMALL & MEDIUM ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 207 EUROPE LARGE ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 208 EUROPE LARGE ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 209 EUROPE DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 210 EUROPE DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 211 EUROPE ON DEMAND DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 212 EUROPE ON DEMAND DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 213 EUROPE ON-PREMISE DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 214 EUROPE ON-PREMISE DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 215 EUROPE DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 216 EUROPE DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 217 EUROPE DATA WRANGLING IN BFSI MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 218 EUROPE DATA WRANGLING IN BFSI MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 219 EUROPE DATA WRANGLING IN GOVERNMENT & PUBLIC SECTOR MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 220 EUROPE DATA WRANGLING IN GOVERNMENT & PUBLIC SECTOR MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 221 EUROPE DATA WRANGLING IN ENERGY & UTILITIES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 222 EUROPE DATA WRANGLING IN ENERGY & UTILITIES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 223 EUROPE DATA WRANGLING IN HEALTHCARE MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 224 EUROPE DATA WRANGLING IN HEALTHCARE MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 225 EUROPE DATA WRANGLING IN MANUFACTURING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 226 EUROPE DATA WRANGLING IN MANUFACTURING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 227 EUROPE DATA WRANGLING IN RETAIL MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 228 EUROPE DATA WRANGLING IN RETAIL MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 229 EUROPE DATA WRANGLING IN TELECOM & IT MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 230 EUROPE DATA WRANGLING IN TELECOM & IT MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 231 EUROPE DATA WRANGLING IN TRAVEL & HOSPITALITY MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 232 EUROPE DATA WRANGLING IN TRAVEL & HOSPITALITY MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 233 EUROPE DATA WRANGLING IN OTHERS MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 234 EUROPE DATA WRANGLING IN OTHERS MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 235 EUROPE DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 236 EUROPE DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 237 GERMANY DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 238 GERMANY DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 239 GERMANY DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 240 GERMANY DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 241 GERMANY DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 242 GERMANY DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 243 GERMANY DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 244 GERMANY DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 245 GERMANY DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 246 GERMANY DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 247 GERMANY DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 248 GERMANY DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 249 GERMANY DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 250 GERMANY DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION

TABLE 501 LAMEA DATA WRANGLING MARKET BY SERVICE TYPE, 2013 - 2016, USD MILLION
TABLE 502 LAMEA DATA WRANGLING MARKET BY SERVICE TYPE, 2017 - 2023, USD MILLION
TABLE 503 LAMEA DATA WRANGLING PROFESSIONAL SERVICES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 504 LAMEA DATA WRANGLING PROFESSIONAL SERVICES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 505 LAMEA DATA WRANGLING MANAGED SERVICES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 506 LAMEA DATA WRANGLING MANAGED SERVICES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 507 LAMEA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 508 LAMEA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 509 LAMEA FINANCE DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 510 LAMEA FINANCE DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 511 LAMEA SALES & MARKETING DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 512 LAMEA SALES & MARKETING DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 513 LAMEA HUMAN RESOURCE DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 514 LAMEA HUMAN RESOURCE DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 515 LAMEA OPERATIONS DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 516 LAMEA OPERATIONS DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 517 LAMEA OTHERS DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 518 LAMEA OTHERS DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 519 LAMEA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 520 LAMEA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 521 LAMEA SMALL & MEDIUM ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 522 LAMEA SMALL & MEDIUM ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 523 LAMEA LARGE ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 524 LAMEA LARGE ENTERPRISES DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 525 LAMEA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 526 LAMEA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 527 LAMEA ON DEMAND DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 528 LAMEA ON DEMAND DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 529 LAMEA ON-PREMISE DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 530 LAMEA ON-PREMISE DEPLOYMENT DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 531 LAMEA DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 532 LAMEA DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 533 LAMEA DATA WRANGLING IN BFSI MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 534 LAMEA DATA WRANGLING IN BFSI MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 535 LAMEA DATA WRANGLING IN GOVERNMENT & PUBLIC SECTOR MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 536 LAMEA DATA WRANGLING IN GOVERNMENT & PUBLIC SECTOR MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 537 LAMEA DATA WRANGLING IN ENERGY & UTILITIES MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 538 LAMEA DATA WRANGLING IN ENERGY & UTILITIES MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 539 LAMEA DATA WRANGLING IN HEALTHCARE MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 540 LAMEA DATA WRANGLING IN HEALTHCARE MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 541 LAMEA DATA WRANGLING IN MANUFACTURING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 542 LAMEA DATA WRANGLING IN MANUFACTURING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 543 LAMEA DATA WRANGLING IN RETAIL MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 544 LAMEA DATA WRANGLING IN RETAIL MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 545 LAMEA DATA WRANGLING IN TELECOM & IT MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 546 LAMEA DATA WRANGLING IN TELECOM & IT MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 547 LAMEA DATA WRANGLING IN TRAVEL & HOSPITALITY MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 548 LAMEA DATA WRANGLING IN TRAVEL & HOSPITALITY MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 549 LAMEA DATA WRANGLING IN OTHERS MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 550 LAMEA DATA WRANGLING IN OTHERS MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 551 LAMEA DATA WRANGLING MARKET BY COUNTRY, 2013 - 2016, USD MILLION
TABLE 552 LAMEA DATA WRANGLING MARKET BY COUNTRY, 2017 - 2023, USD MILLION
TABLE 553 BRAZIL DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 554 BRAZIL DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 555 BRAZIL DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 556 BRAZIL DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 557 BRAZIL DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 558 BRAZIL DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 559 BRAZIL DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 560 BRAZIL DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 561 BRAZIL DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 562 BRAZIL DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 563 BRAZIL DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 564 BRAZIL DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 565 BRAZIL DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 566 BRAZIL DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 567 ARGENTINA DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 568 ARGENTINA DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 569 ARGENTINA DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 570 ARGENTINA DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 571 ARGENTINA DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 572 ARGENTINA DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 573 ARGENTINA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 574 ARGENTINA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 575 ARGENTINA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 576 ARGENTINA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 577 ARGENTINA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 578 ARGENTINA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 579 ARGENTINA DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 580 ARGENTINA DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 581 UAE DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 582 UAE DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 583 UAE DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 584 UAE DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 585 UAE DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 586 UAE DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 587 UAE DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 588 UAE DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 589 UAE DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 590 UAE DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 591 UAE DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 592 UAE DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 593 UAE DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 594 UAE DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 595 SAUDI ARABIA DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 596 SAUDI ARABIA DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 597 SAUDI ARABIA DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 598 SAUDI ARABIA DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 599 SAUDI ARABIA DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 600 SAUDI ARABIA DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 601 SAUDI ARABIA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 602 SAUDI ARABIA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 603 SAUDI ARABIA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 604 SAUDI ARABIA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 605 SAUDI ARABIA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 606 SAUDI ARABIA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 607 SAUDI ARABIA DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 608 SAUDI ARABIA DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 609 SOUTH AFRICA DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 610 SOUTH AFRICA DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 611 SOUTH AFRICA DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 612 SOUTH AFRICA DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 613 SOUTH AFRICA DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 614 SOUTH AFRICA DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 615 SOUTH AFRICA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 616 SOUTH AFRICA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 617 SOUTH AFRICA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 618 SOUTH AFRICA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 619 SOUTH AFRICA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 620 SOUTH AFRICA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 621 SOUTH AFRICA DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 622 SOUTH AFRICA DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 623 NIGERIA DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 624 NIGERIA DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 625 NIGERIA DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 626 NIGERIA DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 627 NIGERIA DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 628 NIGERIA DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 629 NIGERIA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 630 NIGERIA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 631 NIGERIA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 632 NIGERIA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 633 NIGERIA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 634 NIGERIA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 635 NIGERIA DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 636 NIGERIA DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 637 REST OF LAMEA DATA WRANGLING MARKET, 2013 - 2016, USD MILLION
TABLE 638 REST OF LAMEA DATA WRANGLING MARKET, 2017 - 2023, USD MILLION
TABLE 639 REST OF LAMEA DATA WRANGLING MARKET BY COMPONENT, 2013 - 2016, USD MILLION
TABLE 640 REST OF LAMEA DATA WRANGLING MARKET BY COMPONENT, 2017 - 2023, USD MILLION
TABLE 641 REST OF LAMEA DATA WRANGLING MARKET BY SERVICES TYPE, 2013 - 2016, USD MILLION
TABLE 642 REST OF LAMEA DATA WRANGLING MARKET BY SERVICES TYPE, 2017 - 2023, USD MILLION
TABLE 643 REST OF LAMEA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2013 - 2016, USD MILLION
TABLE 644 REST OF LAMEA DATA WRANGLING MARKET BY BUSINESS FUNCTION, 2017 - 2023, USD MILLION
TABLE 645 REST OF LAMEA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2013 - 2016, USD MILLION
TABLE 646 REST OF LAMEA DATA WRANGLING MARKET BY ORGANIZATION SIZE, 2017 - 2023, USD MILLION
TABLE 647 REST OF LAMEA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2013 - 2016, USD MILLION
TABLE 648 REST OF LAMEA DATA WRANGLING MARKET BY DEPLOYMENT TYPE, 2017 - 2023, USD MILLION
TABLE 649 REST OF LAMEA DATA WRANGLING MARKET BY VERTICAL, 2013 - 2016, USD MILLION
TABLE 650 REST OF LAMEA DATA WRANGLING MARKET BY VERTICAL, 2017 - 2023, USD MILLION
TABLE 651 PARTNERSHIPS, COLLABORATIONS AND AGREEMENTS? DATA WRANGLING MARKET
TABLE 652 PRODUCT LAUNCHES - DATA WRANGLING MARKET
TABLE 653 MERGERS & ACQUISITIONS ? DATA WRANGLING MARKET
TABLE 654 KEY INFORMATION - IBM CORPORATION
TABLE 655 KEY INFORMATION - ORACLE CORPORATION
TABLE 656 KEY INFORMATION - TALEND, INC.
TABLE 657 KEY INFORMATION - TIBCO SOFTWARE INC.
TABLE 658 KEY INFORMATION - INFORMATICA CORPORATION
TABLE 659 KEY INFORMATION - HITACHI LTD. (HITACHI VANTARA)
TABLE 660 KEY INFORMATION - SAS INSTITUTE, INC.
TABLE 661 KEY INFORMATION - TRIFACTA
TABLE 662 KEY INFORMATION - TERADATA CORPORATION
TABLE 663 KEY INFORMATION - DATAWATCH CORPORATION

LIST OF FIGURES
FIG 1 MARKET BY COMPONENT
FIG 2 MARKET BY BUSINESS FUNCTION
FIG 3 MARKET BY ORGANIZATION SIZE
FIG 4 MARKET BY DEPLOYMENT TYPE
FIG 5 MARKET BY VERTICAL
FIG 6 MARKET BY REGION
FIG 7 KBV CARDINAL MATRIX