According to the latest market study on “Data Wrangling Market to 2027 - COVID-19 Impact, and Global Analysis and Forecast - by Component (Tools and Services); Business Function (Finance, Marketing and Sales, Operations, Human Resources and, Legal), Organization Size (SMEs and Large Enterprise), Industry Vertical (BFSI, Government, Healthcare, IT and Telecom, Manufacturing, Retail, and Others), and Geography,” the market was valued at US$ 1,377.8 million in 2019 and is projected to reach US$ 6,034.4 million by 2027; it is expected to grow at a CAGR of 20.9% from 2020 to 2027.
North America dominated the data wrangling market in 2019 with a share of 37.9%. The US, Canada, and Mexico are major economies contributing to the data wrangling market in North America. Continuous technological advancements, led by notable R& D investments by tech giants, have created a stir in the competitive market in this region. Retail, technology, banking, and healthcare are emerging industries in the US. The banking industries in the US and Canada are embracing several technological advancements to improve customer experience in banking. The integration of IoT in banking applications has led the way to smart banking through digitalization, which generates enormous data in the banking sector. Thus, the use of machine learning-based data analytics is anticipated to increase in this sector to manage data such huge data volumes; moreover, the application of machine learning would allow users to draw valuable insights from the data.
In 2019, Europe stood second in the data wrangling market with a decent market share, and it is anticipated to witness a decent CAGR from 2020 to 2027. Europe comprises developed economies such as Germany, France, the UK, and Italy. Norway, Finland, Sweden, the Netherlands, Denmark, Switzerland, and the UK provide strong tech strength to the region. The UK, Germany, France, Italy, and the Netherlands are among the world’s top 12 developers of software services. Italy holds a massive share of total SMEs in Europe, including IT industries. Moreover, the Netherlands is the sixth-largest economy with presence of prominent ICT companies. ~55% of all Forbes 2000 companies in the IT industry have operations in the Netherlands. The strong presence of the ICT sector in Europe eventually supports the development of data wrangling tools. Furthermore, the presence of highly specialized tech companies in Helsinki, London, Berlin, Tallinn, and Copenhagen helps transform the European economy, which fuels the data wrangling market growth in the region
The data wrangling market players mainly focus on the several strategy to expand their business and maintain their brand name globally. For instance, in 2020, Trifacta, a global leader in data wrangling, declared that it had secured US$ 100 million in funding. This round of funding welcomed new investors such as Telstra Ventures, Energy Impact Partners, NTT DOCOMO Ventures, BMW iVentures, and ABN AMRO Digital Impact Fund.
Impact of COVID-19 on Data Wrangling Market
According to latest situation report from World Health Organization (WHO), the US, Spain, Italy, France, Germany, UK, Russia, Turkey, Brazil, Iran, and China are a few of the worst-affected countries due to the COVID-19 outbreak. The outbreak was first reported in Wuhan, China, in December 2019, and since then, it has spread at a fast pace across the globe. The COVID-19 crisis is affecting the industries worldwide, and the global economy took the worst hit in 2020. Moreover, the business functions of SMEs are disturbed due to temporarily business shutdown and lockdown. The factory shutdowns, travel bans, trade bans, and border lockdowns to combat and contain the outbreak have impacted the business operations of SMEs, further hampering the supply and sales of various products. AI and big data technologies were used to strengthen the contact tracing and management of priority populations. Personal data processing is difference in every geographical location. For instance, China, US, and the European Union have different legislation for governing processing personal data of their respective citizens. Although various industries worldwide are still generating high volumes of data, at present, their operations are heavily interrupted, which has resulted in decline in the sales of data wrangling tools.
The report segments the global data wrangling market as follows:
By Component
By Business Function
By Organisation Size
By Industry Vertical
By Geography
Reasons to Buy:
North America dominated the data wrangling market in 2019 with a share of 37.9%. The US, Canada, and Mexico are major economies contributing to the data wrangling market in North America. Continuous technological advancements, led by notable R& D investments by tech giants, have created a stir in the competitive market in this region. Retail, technology, banking, and healthcare are emerging industries in the US. The banking industries in the US and Canada are embracing several technological advancements to improve customer experience in banking. The integration of IoT in banking applications has led the way to smart banking through digitalization, which generates enormous data in the banking sector. Thus, the use of machine learning-based data analytics is anticipated to increase in this sector to manage data such huge data volumes; moreover, the application of machine learning would allow users to draw valuable insights from the data.
In 2019, Europe stood second in the data wrangling market with a decent market share, and it is anticipated to witness a decent CAGR from 2020 to 2027. Europe comprises developed economies such as Germany, France, the UK, and Italy. Norway, Finland, Sweden, the Netherlands, Denmark, Switzerland, and the UK provide strong tech strength to the region. The UK, Germany, France, Italy, and the Netherlands are among the world’s top 12 developers of software services. Italy holds a massive share of total SMEs in Europe, including IT industries. Moreover, the Netherlands is the sixth-largest economy with presence of prominent ICT companies. ~55% of all Forbes 2000 companies in the IT industry have operations in the Netherlands. The strong presence of the ICT sector in Europe eventually supports the development of data wrangling tools. Furthermore, the presence of highly specialized tech companies in Helsinki, London, Berlin, Tallinn, and Copenhagen helps transform the European economy, which fuels the data wrangling market growth in the region
The data wrangling market players mainly focus on the several strategy to expand their business and maintain their brand name globally. For instance, in 2020, Trifacta, a global leader in data wrangling, declared that it had secured US$ 100 million in funding. This round of funding welcomed new investors such as Telstra Ventures, Energy Impact Partners, NTT DOCOMO Ventures, BMW iVentures, and ABN AMRO Digital Impact Fund.
Impact of COVID-19 on Data Wrangling Market
According to latest situation report from World Health Organization (WHO), the US, Spain, Italy, France, Germany, UK, Russia, Turkey, Brazil, Iran, and China are a few of the worst-affected countries due to the COVID-19 outbreak. The outbreak was first reported in Wuhan, China, in December 2019, and since then, it has spread at a fast pace across the globe. The COVID-19 crisis is affecting the industries worldwide, and the global economy took the worst hit in 2020. Moreover, the business functions of SMEs are disturbed due to temporarily business shutdown and lockdown. The factory shutdowns, travel bans, trade bans, and border lockdowns to combat and contain the outbreak have impacted the business operations of SMEs, further hampering the supply and sales of various products. AI and big data technologies were used to strengthen the contact tracing and management of priority populations. Personal data processing is difference in every geographical location. For instance, China, US, and the European Union have different legislation for governing processing personal data of their respective citizens. Although various industries worldwide are still generating high volumes of data, at present, their operations are heavily interrupted, which has resulted in decline in the sales of data wrangling tools.
The report segments the global data wrangling market as follows:
By Component
- Tools
- Service
By Business Function
- Finance
- Marketing and Sales
- Operations
- Human Recourse
- Legal
By Organisation Size
- SMEs
- Large Enterprise
By Industry Vertical
- BFSI
- Government
- Healthcare
- IT and Telecom
- Manufacturing
- Retail
- Others
By Geography
- North America
- US
- Canada
- Mexico
- Europe
- France
- Germany
- Italy
- UK
- Russia
- Rest of Europe
- Asia Pacific (APAC)
- China
- India
- South Korea
- Japan
- Australia
- Rest of APAC
- Middle East and Africa (MEA)
- Saudi Arabia
- UAE
- South Africa
- Rest of MEA
- South America (SAM)
- Brazil
- Argentina
- Rest of SAM
Reasons to Buy:
- Highlights key business priorities in order to assist companies to realign their business strategies.
- The key findings and recommendations highlight crucial progressive industry trends in the data wrangling market, thereby allowing players to develop effective long-term strategies.
- Develop/modify business expansion plans by using substantial growth offering developed and emerging markets.
- Scrutinize in-depth global market trends and outlook coupled with the factors driving the market, as well as those hindering it.
- Enhance the decision-making process by understanding the strategies that underpin commercial interest with respect to component, application and vertical.
Table of Contents
1. Introduction1.1 Study Scope
1.2 Report Guidance
1.3 Market Segmentation
2. Key Takeaways
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. Data Wrangling Market Landscape
4.1 Market Overview
4.2 PEST Analysis
4.2.1 North America
4.2.2 Europe
4.2.3 Asia Pacific
4.2.4 Middle East & Africa
4.2.5 South America
4.3 Ecosystem Analysis
4.4 Expert Opinions
5. Data Wrangling Market - Key Market Dynamics
5.1 Market Drivers
5.1.1 Government Mandates in Developed Countries
5.1.2 Numerous Benefits Provided by Data Wrangling Solutions
5.2 Market Restraints
5.2.1 Complexities Associated with Data Wrangling Process
5.3 Market Opportunities
5.3.1 Integration of AI and ML into Data Wrangling
5.4 Future Trends
5.4.1 Growing Demand for Data-Driven Decision-Making Process
5.5 Impact Analysis of Drivers and Restraints
6. Data Wrangling Market - Global Analysis
6.1 Data Wrangling Market Overview
6.2 Data Wrangling Market - Revenue, and Forecast to 2027 (US$ Million)
6.3 Market Positioning - Global Key Players
7. Data Wrangling Market Analysis - By Component
7.1 Overview
7.2 Data Wrangling Market, by Component (2019 and 2027)
7.3 Tools
7.3.1 Overview
7.3.2 Tools: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
7.4 Services
7.4.1 Overview
7.4.2 Services: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
8. Data Wrangling Market Revenue and Forecast to 2027 - by Business Function
8.1 Overview
8.2 Global Data Wrangling Market Breakdown, by Business Function, 2019 & 2027
8.3 Finance
8.3.1 Overview
8.3.2 Finance Market Forecast and Analysis
8.4 Marketing and Sales
8.4.1 Overview
8.4.2 Marketing and Sales Market Forecast and Analysis
8.5 Operations
8.5.1 Overview
8.5.2 Operations Market Forecast and Analysis
8.6 Human Resources
8.6.1 Overview
8.6.2 Human Resources Market Forecast and Analysis
8.7 Legal
8.7.1 Overview
8.7.2 Legal Market Forecast and Analysis
9. Data Wrangling Market Analysis - by Organization Size
9.1 Overview
9.2 Data Wrangling Market, by Organization Size, 2019 & 2027
9.3 SMEs
9.3.1 Overview
9.3.2 SMEs: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
9.4 Large Enterprises
9.4.1 Overview
9.4.2 Large Enterprises: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
10. Data Wrangling Market Revenue and Forecast to 2027 - by Industry Vertical
10.1 Overview
10.2 Global Data Wrangling Market Breakdown, by Industry Vertical, 2019 & 2027
10.3 BFSI
10.3.1 Overview
10.3.2 BFSI Market Forecast and Analysis
10.4 Government
10.4.1 Overview
10.4.2 Government Market Forecast and Analysis
10.5 Healthcare
10.5.1 Overview
10.5.2 Healthcare Market Forecast and Analysis
10.6 IT and Telecom
10.6.1 Overview
10.6.2 IT and Telecom Market Forecast and Analysis
10.7 Manufacturing
10.7.1 Overview
10.7.2 Manufacturing Market Forecast and Analysis
10.8 Retail
10.8.1 Overview
10.8.2 Retail Market Forecast and Analysis
10.9 Others
10.9.1 Overview
10.9.2 Others Market Forecast and Analysis
11. Data Wrangling Market - Geographic Analysis
11.1 Overview
11.2 North America: Data Wrangling Market
11.2.1 North America: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.2.2 North America: Data Wrangling Market, by Component
11.2.3 North America: Data Wrangling Market, by Business Function
11.2.4 North America: Data Wrangling Market, by Organization Size
11.2.5 North America: Data Wrangling Market, by Industry Vertical
11.2.6 North America: Data Wrangling Market, by Key Country
11.2.6.1 US: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.2.6.1.1 US: Data Wrangling Market, by Component
11.2.6.1.2 US: Data Wrangling Market, by Business Function
11.2.6.1.3 US: Data Wrangling Market, by Organization Size
11.2.6.1.4 US: Data Wrangling Market, by Industry Vertical
11.2.6.2 Canada: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.2.6.2.1 Canada: Data Wrangling Market, by Component
11.2.6.2.2 Canada: Data Wrangling Market, by Business Function
11.2.6.2.3 Canada: Data Wrangling Market, by Organization Size
11.2.6.2.4 Canada: Data Wrangling Market, by Industry Vertical
11.2.6.3 Mexico: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.2.6.3.1 Mexico: Data Wrangling Market, by Component
11.2.6.3.2 Mexico: Data Wrangling Market, by Business Function
11.2.6.3.3 Mexico: Data Wrangling Market, by Organization Size
11.2.6.3.4 Mexico: Data Wrangling Market, by Industry Vertical
11.3 Europe: Data Wrangling Market
11.3.1 Europe: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.3.2 Europe: Data Wrangling Market, By Component
11.3.3 Europe: Data Wrangling Market, By Business Function
11.3.4 Europe: Data Wrangling Market, By Organization Size
11.3.5 Europe: Data Wrangling Market, By Industry Vertical
11.3.6 Europe: Data Wrangling Market, By Country
11.3.6.1 Germany: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.3.6.1.1 Germany: Data Wrangling Market, by Component
11.3.6.1.2 Germany: Data Wrangling Market, by Business Function
11.3.6.1.3 Germany: Data Wrangling Market, by Organization Size
11.3.6.1.4 Germany: Data Wrangling Market, by Industry Vertical
11.3.6.2 France: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.3.6.2.1 France: Data Wrangling Market, by Component
11.3.6.2.2 France: Data Wrangling Market, by Business Function
11.3.6.2.3 France: Data Wrangling Market, by Organization Size
11.3.6.2.4 France: Data Wrangling Market, by Industry Vertical
11.3.6.3 Russia: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.3.6.3.1 Russia: Data Wrangling Market, by Component
11.3.6.3.2 Russia: Data Wrangling Market, by Business Function
11.3.6.3.3 Russia: Data Wrangling Market, by Organization Size
11.3.6.3.4 Russia: Data Wrangling Market, by Industry Vertical
11.3.6.4 UK: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.3.6.4.1 UK: Data Wrangling Market, by Component
11.3.6.4.2 UK: Data Wrangling Market, by Business Function
11.3.6.4.3 UK: Data Wrangling Market, by Organization Size
11.3.6.4.4 UK: Data Wrangling Market, by Industry Vertical
11.3.6.5 Italy: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.3.6.5.1 Italy: Data Wrangling Market, by Component
11.3.6.5.2 Italy: Data Wrangling Market, by Business Function
11.3.6.5.3 Italy: Data Wrangling Market, by Organization Size
11.3.6.5.4 Italy: Data Wrangling Market, by Industry Vertical
11.3.6.6 Rest of Europe: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.3.6.6.1 Rest of Europe: Data Wrangling Market, by Component
11.3.6.6.2 Rest of Europe: Data Wrangling Market, by Business Function
11.3.6.6.3 Rest of Europe: Data Wrangling Market, by Organization Size
11.3.6.6.4 Rest of Europe: Data Wrangling Market, by Industry Vertical
11.4 APAC: Data Wrangling Market
11.4.1 APAC: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.4.2 APAC: Data Wrangling Market, By Component
11.4.3 APAC: Data Wrangling Market, By Business Function
11.4.4 APAC: Data Wrangling Market, By Industry
11.4.5 APAC: Data Wrangling Market, By Industry Vertical
11.4.6 APAC: Data Wrangling Market, By Country
11.4.6.1 Australia: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.4.6.1.1 Australia: Data Wrangling Market, by Component
11.4.6.1.2 Australia: Data Wrangling Market, by Business Function
11.4.6.1.3 Australia: Data Wrangling Market, by Organization Size
11.4.6.1.4 Australia: Data Wrangling Market, by Industry Vertical
11.4.6.2 China: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.4.6.2.1 China: Data Wrangling Market, by Component
11.4.6.2.2 China: Data Wrangling Market, by Business Function
11.4.6.2.3 China: Data Wrangling Market, by Organization Size
11.4.6.2.4 China: Data Wrangling Market, by Industry Vertical
11.4.6.3 India: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.4.6.3.1 India: Data Wrangling Market, by Component
11.4.6.3.2 India: Data Wrangling Market, by Business Function
11.4.6.3.3 India: Data Wrangling Market, by Organization Size
11.4.6.3.4 India: Data Wrangling Market, by Industry Vertical
11.4.6.4 Japan: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.4.6.4.1 Japan: Data Wrangling Market, by Component
11.4.6.4.2 Japan: Data Wrangling Market, by Business Function
11.4.6.4.3 Japan: Data Wrangling Market, by Organization Size
11.4.6.4.4 Japan: Data Wrangling Market, by Industry Vertical
11.4.6.5 South Korea: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.4.6.5.1 South Korea: Data Wrangling Market, by Component
11.4.6.5.2 South Korea: Data Wrangling Market, by Business Function
11.4.6.5.3 South Korea: Data Wrangling Market, by Organization Size
11.4.6.5.4 South Korea: Data Wrangling Market, by Industry Vertical
11.4.6.6 Rest of APAC: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.4.6.6.1 Rest of APAC: Data Wrangling Market, by Component
11.4.6.6.2 Rest of APAC: Data Wrangling Market, by Business Function
11.4.6.6.3 Rest of APAC: Data Wrangling Market, by Organization Size
11.4.6.6.4 Rest of APAC: Data Wrangling Market, by Industry Vertical
11.5 MEA: Data Wrangling Market
11.5.1 MEA: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.5.2 MEA: Data Wrangling Market, by Component
11.5.3 MEA: Data Wrangling Market, by Business Function
11.5.4 MEA: Data Wrangling Market, by Organization Size
11.5.5 MEA: Data Wrangling Market, by Industry Vertical
11.5.6 MEA: Data Wrangling Market, by Key Country
11.5.6.1 South Africa: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.5.6.1.1 South Africa: Data Wrangling Market, by Component
11.5.6.1.2 South Africa: Data Wrangling Market, by Business Function
11.5.6.1.3 South Africa: Data Wrangling Market, by Organization Size
11.5.6.1.4 South Africa: Data Wrangling Market, by Industry Vertical
11.5.6.2 Saudi Arabia: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.5.6.2.1 Saudi Arabia: Data Wrangling Market, by Component
11.5.6.2.2 Saudi Arabia: Data Wrangling Market, by Business Function
11.5.6.2.3 Saudi Arabia: Data Wrangling Market, by Organization Size
11.5.6.2.4 Saudi Arabia: Data Wrangling Market, by Industry Vertical
11.5.6.3 UAE: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.5.6.3.1 UAE: Data Wrangling Market, by Component
11.5.6.3.2 UAE: Data Wrangling Market, by Business Function
11.5.6.3.3 UAE: Data Wrangling Market, by Organization Size
11.5.6.3.4 UAE: Data Wrangling Market, by Industry Vertical
11.5.6.4 Rest of MEA: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.5.6.4.1 Rest of MEA: Data Wrangling Market, by Component
11.5.6.4.2 Rest of MEA: Data Wrangling Market, by Business Function
11.5.6.4.3 Rest of MEA: Data Wrangling Market, by Organization Size
11.5.6.4.4 Rest of MEA: Data Wrangling Market, by Industry Vertical
11.6 SAM: Data Wrangling Market
11.6.1 SAM: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.6.2 SAM: Data Wrangling Market, by Component
11.6.3 SAM: Data Wrangling Market, by Business Function
11.6.4 SAM: Data Wrangling Market, by Organization Size
11.6.5 SAM: Data Wrangling Market, by Industry Vertical
11.6.6 SAM: Data Wrangling Market, by Key Country
11.6.6.1 Brazil: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.6.6.1.1 Brazil: Data Wrangling Market, by Component
11.6.6.1.2 Brazil: Data Wrangling Market, by Business Function
11.6.6.1.3 Brazil: Data Wrangling Market, by Organization Size
11.6.6.1.4 Brazil: Data Wrangling Market, by Industry Vertical
11.6.6.2 Argentina: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.6.6.2.1 Argentina: Data Wrangling Market, by Component
11.6.6.2.2 Argentina: Data Wrangling Market, by Business Function
11.6.6.2.3 Argentina: Data Wrangling Market, by Organization Size
11.6.6.2.4 Argentina: Data Wrangling Market, by Industry Vertical
11.6.6.3 Rest of SAM: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
11.6.6.3.1 Rest of SAM: Data Wrangling Market, by Component
11.6.6.3.2 Rest of SAM: Data Wrangling Market, by Business Function
11.6.6.3.3 Rest of SAM: Data Wrangling Market, by Organization Size
11.6.6.3.4 Rest of SAM: Data Wrangling Market, by Industry Vertical
12. Data Wrangling Market - COVID-19 Impact Analysis
12.1 Overview
12.2 North America
12.3 Europe
12.4 Asia-Pacific
12.5 Middle East and Africa
12.6 South America
13. Industry Landscape
13.1 Overview
13.2 Market Initiative
13.3 Merger and Acquisition
13.4 New Development
14. Company Profiles
14.1 BRILLIO
14.1.1 Key Facts
14.1.2 Business Description
14.1.3 Products and Services
14.1.4 Financial Overview
14.1.5 SWOT Analysis
14.1.6 Key Developments
14.2 ONEDOT AG
14.2.1 Key Facts
14.2.2 Business Description
14.2.3 Products and Services
14.2.4 Financial Overview
14.2.5 SWOT Analysis
14.2.6 Key Developments
14.3 Paxata, Inc.
14.3.1 Key Facts
14.3.2 Business Description
14.3.3 Products and Services
14.3.4 Financial Overview
14.3.5 SWOT Analysis
14.3.6 Key Developments
14.4 TMMData
14.4.1 Key Facts
14.4.2 Business Description
14.4.3 Products and Services
14.4.4 Financial Overview
14.4.5 SWOT Analysis
14.4.6 Key Developments
14.5 Trifacta
14.5.1 Key Facts
14.5.2 Business Description
14.5.3 Products and Services
14.5.4 Financial Overview
14.5.5 SWOT Analysis
14.5.6 Key Developments
14.6 Altair Engineering, Inc.
14.6.1 Key Facts
14.6.2 Business Description
14.6.3 Products and Services
14.6.4 Financial Overview
14.6.5 SWOT Analysis
14.6.6 Key Developments
14.7 TIBCO Software Inc.
14.7.1 Key Facts
14.7.2 Business Description
14.7.3 Products and Services
14.7.4 Financial Overview
14.7.5 SWOT Analysis
14.7.6 Key Developments
14.8 Oracle Corporation
14.8.1 Key Facts
14.8.2 Business Description
14.8.3 Products and Services
14.8.4 Financial Overview
14.8.5 SWOT Analysis
14.8.6 Key Developments
14.9 SAS Institute Inc.
14.9.1 Key Facts
14.9.2 Business Description
14.9.3 Products and Services
14.9.4 Financial Overview
14.9.5 SWOT Analysis
14.9.6 Key Developments
14.10 Ideata Analytics
14.10.1 Key Facts
14.10.2 Business Description
14.10.3 Products and Services
14.10.4 Financial Overview
14.10.5 SWOT Analysis
14.10.6 Key Developments
15. Appendix
15.1 About the Publisher
15.2 Word IndexList of Tables
Table 1. Data Wrangling Market -Revenue and Forecast to 2027 (US$ Million)
Table 2. North America: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 3. North America: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 4. North America: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 5. North America: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 6. US: Data Wrangling Market, by Component -Revenue and Forecast to 2027 (US$ Million)
Table 7. US: Data Wrangling Market, by Business Function -Revenue and Forecast to 2027 (US$ Million)
Table 8. US: Data Wrangling Market, by Organization Size -Revenue and Forecast to 2027 (US$ Million)
Table 9. US: Data Wrangling Market, by Industry Vertical -Revenue and Forecast to 2027 (US$ Million)
Table 10. Canada: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 11. Canada: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 12. Canada: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 13. Canada: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 14. Mexico: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 15. Mexico: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 16. Mexico: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 17. Mexico: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 18. Europe Data Wrangling Market, By Component - Revenue and Forecast to 2027 (US$ Million)
Table 19. Europe Data Wrangling Market, By Business Function- Revenue and Forecast to 2027 (US$ Million)
Table 20. Europe Data Wrangling Market, By Organization Size Vertical- Revenue and Forecast to 2027 (US$ Million)
Table 21. Europe Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 22. Germany Data Wrangling Market, By Component - Revenue and Forecast to 2027 (US$ Million)
Table 23. Germany Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 24. Germany Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 25. Germany Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 26. France Data Wrangling Market, By Component - Revenue and Forecast to 2027 (US$ Million)
Table 27. France Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 28. France Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 29. France Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 30. Russia Data Wrangling Market, By Component - Revenue and Forecast to 2027 (US$ Million)
Table 31. Russia Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 32. Russia Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 33. Russia Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 34. UK Data Wrangling Market, By Component - Revenue and Forecast to 2027 (US$ Million)
Table 35. UK Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 36. UK Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 37. UK Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 38. Italy Data Wrangling Market, By Component - Revenue and Forecast to 2027 (US$ Million)
Table 39. Italy Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 40. Italy Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 41. Italy Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 42. Rest of Europe Data Wrangling Market, By Component - Revenue and Forecast to 2027 (US$ Million)
Table 43. Rest of Europe Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 44. Rest of Europe Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 45. Rest of Europe Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 46. APAC: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 47. APAC: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 48. APAC: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 49. APAC: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 50. Australia: Data Wrangling Market, By Component - Revenue and Forecast to 2027 (US$ Million)
Table 51. Australia: Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 52. Australia: Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 53. Australia: Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 54. China: Data Wrangling Market, By Components - Revenue and Forecast to 2027 (US$ Million)
Table 55. China: Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 56. China: Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 57. China: Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 58. India: Data Wrangling Market, By Components - Revenue and Forecast to 2027 (US$ Million)
Table 59. India: Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 60. India: Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 61. India: Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 62. Japan: Data Wrangling Market, By Components - Revenue and Forecast to 2027 (US$ Million)
Table 63. Japan: Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 64. Japan: Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 65. Japan: Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 66. South Korea: Data Wrangling Market, By Component- Revenue and Forecast to 2027 (US$ Million)
Table 67. South Korea: Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 68. South Korea: Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 69. South Korea: Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 70. Rest of APAC: Data Wrangling Market, By Component - Revenue and Forecast to 2027 (US$ Million)
Table 71. Rest of APAC: Data Wrangling Market, By Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 72. Rest of APAC: Data Wrangling Market, By Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 73. Rest of APAC: Data Wrangling Market, By Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 74. MEA: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 75. MEA: Data Wrangling Market Revenue Share, by Business Function (2019 and 2027)
Table 76. MEA: Data Wrangling Market, by Organization Size- Revenue and Forecast to 2027 (US$ Million)
Table 77. MEA: Data Wrangling Market, by Industry Vertical- Revenue and Forecast to 2027 (US$ Million)
Table 78. South Africa: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 79. South Africa: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 80. South Africa: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 81. South Africa: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 82. Saudi Arabia: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 83. Saudi Arabia: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 84. Saudi Arabia: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 85. Saudi Arabia: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 86. UAE: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 87. UAE: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 88. UAE: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 89. UAE: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 90. Rest of MEA: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 91. Rest of MEA: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 92. Rest of MEA: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 93. Rest of MEA: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 94. SAM: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 95. SAM: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 96. SAM: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 97. SAM: Data Wrangling Market, by Industry Vertical- Revenue and Forecast to 2027 (US$ Million)
Table 98. Brazil: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 99. Brazil: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 100. Brazil: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 101. Brazil: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 102. Argentina: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 103. Argentina: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 104. Argentina: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 105. Argentina: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 106. Rest of SAM: Data Wrangling Market, by Component - Revenue and Forecast to 2027 (US$ Million)
Table 107. Rest of SAM: Data Wrangling Market, by Business Function - Revenue and Forecast to 2027 (US$ Million)
Table 108. Rest of SAM: Data Wrangling Market, by Organization Size - Revenue and Forecast to 2027 (US$ Million)
Table 109. Rest of SAM: Data Wrangling Market, by Industry Vertical - Revenue and Forecast to 2027 (US$ Million)
Table 110. List of AbbreviationList of Figures
Figure 1. Data Wrangling Market Segmentation
Figure 2. Data Wrangling Market Segmentation - By Geography
Figure 3. Global Data Wrangling Market Overview
Figure 4. Tool Segment is Expected to Dominate the Market by Component
Figure 5. Operations Segment is Expected to Witness the High Growth During the Forecast Period 2020-2027
Figure 6. SMEs segment is Expected to Witness the High Growth During the Forecast Period 2020-2027
Figure 7. Retail Segment is Expected to Witness the High Growth During the Forecast Period 2020-2027
Figure 8. APAC to Show Great Traction During Forecast Period
Figure 9. North America PEST Analysis
Figure 10. Europe PEST Analysis
Figure 11. Asia Pacific - PEST Analysis
Figure 12. Middle East & Africa PEST Analysis
Figure 13. South America PEST Analysis
Figure 14. Data Wrangling Market, Ecosystem
Figure 15. Data Wrangling Market Impact Analysis of Drivers and Restraints
Figure 16. Global Data Wrangling Market
Figure 17. Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 18. Data Wrangling Market Revenue Share, by Component (2019 and 2027)
Figure 19. Tools: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 20. Services: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 21. Global Data Wrangling Market Breakdown, by Business Function, 2019 & 2027
Figure 22. Global Finance Market Revenue and Forecast to 2027 (US$ Million)
Figure 23. Global Marketing and Sales Market Revenue and Forecast to 2027 (US$ Million)
Figure 24. Global Operations Market Revenue and Forecast to 2027 (US$ Million)
Figure 25. Global Human Resources Market Revenue and Forecast to 2027 (US$ Million)
Figure 26. Global Legal Market Revenue and Forecast to 2027 (US$ Million)
Figure 27. Data Wrangling Market Revenue Share, by Organization Size, 2019 & 2027)
Figure 28. SMEs: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 29. Large Enterprise: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 30. Global Data Wrangling Market Breakdown, by Industry Vertical, 2019 & 2027 (%)
Figure 31. Global BFSI Market Revenue and Forecast to 2027 (US$ Million)
Figure 32. Global Government Market Revenue and Forecast to 2027(US$ Million)
Figure 33. Global Healthcare Market Revenue and Forecast to 2027 (US$ Million)
Figure 34. Global IT and Telecom Market Revenue and Forecast to 2027(US$ Million)
Figure 35. Global Manufacturing Market Revenue and Forecast to 2027(US$ Million)
Figure 36. Global Retail Market Revenue and Forecast to 2027(US$ Million)
Figure 37. Global Others Market Revenue and Forecast to 2027(US$ Million)
Figure 38. Global Data Wrangling Market Revenue Share, by Region (2019 and 2027)
Figure 39. North America: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 40. North America: Data Wrangling Market Revenue Share, by Component (2019 and 2027)
Figure 41. North America: Data Wrangling Market Revenue Share, by Business Function (2019 and 2027)
Figure 42. North America: Data Wrangling Market Revenue Share, by Organization Size (2019 and 2027)
Figure 43. North America: Data Wrangling Market Revenue Share, by Industry Vertical (2019 and 2027)
Figure 44. North America: Data Wrangling Market Revenue Share, by Key Country (2019 and 2027)
Figure 45. US: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 46. Canada: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 47. Mexico: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 48. Europe: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 49. Europe: Data Wrangling Market Revenue Share, By Component (2019 and 2027)
Figure 50. Europe: Data Wrangling Market Revenue Share, By Business Function (2019 and 2027)
Figure 51. Europe: Data Wrangling Market Revenue Share, By Organization Size (2019 and 2027)
Figure 52. Europe: Data Wrangling Market Revenue Share, By Industry Vertical (2019 and 2027)
Figure 53. Europe: Data Wrangling Market Revenue Share, By Country (2019 and 2027)
Figure 54. Germany: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 55. France: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 56. Russia: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 57. UK: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 58. Italy: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 59. Rest of Europe: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 60. APAC: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 61. APAC: Data Wrangling Market Revenue Share, By Component (2019 and 2027)
Figure 62. APAC: Data Wrangling Market Revenue Share, By Business Function (2019 and 2027)
Figure 63. APAC: Data Wrangling Market Revenue Share, By Industry (2019 and 2027)
Figure 64. APAC: Data Wrangling Market Revenue Share, By Industry Vertical (2019 and 2027)
Figure 65. APAC: Data Wrangling Market Revenue Share, By Country (2019 and 2027)
Figure 66. Australia: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 67. China: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 68. India: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 69. Japan: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 70. South Korea: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 71. Rest of APAC: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 72. MEA: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 73. MEA: Data Wrangling Market Revenue Share, by Component (2019 and 2027)
Figure 74. MEA: Data Wrangling Market Revenue Share, by Business Function (2019 and 2027)
Figure 75. MEA: Data Wrangling Market Revenue Share, by Organization Size (2019 and 2027)
Figure 76. MEA: Data Wrangling Market Revenue Share, by Industry Vertical (2019 and 2027)
Figure 77. MEA: Data Wrangling Market Revenue Share, by Key Country (2019 and 2027)
Figure 78. South Africa: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 79. Saudi Arabia: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 80. UAE: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 81. Rest of MEA: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 82. SAM: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 83. SAM: Data Wrangling Market Revenue Share, by Component (2019 and 2027)
Figure 84. SAM: Data Wrangling Market Revenue Share, by Business Function (2019 and 2027)
Figure 85. SAM: Data Wrangling Market Revenue Share, by Organization Size (2019 and 2027)
Figure 86. SAM: Data Wrangling Market Revenue Share, by Industry Vertical (2019 and 2027)
Figure 87. SAM: Data Wrangling Market Revenue Share, by Key Country (2019 and 2027)
Figure 88. Brazil: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 89. Argentina: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 90. Rest of SAM: Data Wrangling Market - Revenue and Forecast to 2027 (US$ Million)
Figure 91. Impact of COVID-19 Pandemic in North American Country Markets
Figure 92. Impact of COVID-19 Pandemic in Europe Country Markets
Figure 93. Impact of COVID-19 Pandemic in Asia Pacific Country Markets
Figure 94. Impact of COVID-19 Pandemic in Middle East and Africa Country Markets
Figure 95. Impact of COVID-19 Pandemic in South America Country Markets
Companies Mentioned
- BRILLIO
- ONEDOT AG
- Paxata, Inc.
- TMMData
- Trifacta
- Altair Engineering, Inc.
- TIBCO Software Inc.
- Oracle Corporation
- SAS Institute Inc
- Ideata Analytics
