Data Wrangling Market, Global Outlook and Forecast 2022-2028
Data wrangling, sometimes referred to as data munging, is the process of transforming and mapping data from one 'raw' data form into another format with the intent of making it more appropriate and valuable for a variety of downstream purposes such as analytics.
This report contains market size and forecasts of Data Wrangling in Global, including the following market information:
Global Data Wrangling Market Revenue, 2017-2022, 2023-2028, ($ millions)
Global top five companies in 2021 (%)
The global Data Wrangling market was valued at 1361.4 million in 2021 and is projected to reach US$ 2776.6 million by 2028, at a CAGR of 10.7% during the forecast period.
The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
On-premises Segment to Reach $ Million by 2028, with a % CAGR in next six years.
The global key manufacturers of Data Wrangling include IBM, Oracle, SAS, Trifacta, Datawatch, Talend, Alteryx, Dataiku and TIBCO Software, etc. In 2021, the global top five players have a share approximately % in terms of revenue.
MARKET MONITOR GLOBAL, INC (MMG) has surveyed the Data Wrangling companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Data Wrangling Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Data Wrangling Market Segment Percentages, by Type, 2021 (%)
Global Data Wrangling Market Segment Percentages, by Application, 2021 (%)
Global Data Wrangling Market Segment Percentages, By Region and Country, 2021 (%)
The report also provides analysis of leading market participants including:
Key companies Data Wrangling revenues in global market, 2017-2022 (estimated), ($ millions)
Key companies Data Wrangling revenues share in global market, 2021 (%)
Further, the report presents profiles of competitors in the market, key players include:
This report contains market size and forecasts of Data Wrangling in Global, including the following market information:
Global Data Wrangling Market Revenue, 2017-2022, 2023-2028, ($ millions)
Global top five companies in 2021 (%)
The global Data Wrangling market was valued at 1361.4 million in 2021 and is projected to reach US$ 2776.6 million by 2028, at a CAGR of 10.7% during the forecast period.
The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
On-premises Segment to Reach $ Million by 2028, with a % CAGR in next six years.
The global key manufacturers of Data Wrangling include IBM, Oracle, SAS, Trifacta, Datawatch, Talend, Alteryx, Dataiku and TIBCO Software, etc. In 2021, the global top five players have a share approximately % in terms of revenue.
MARKET MONITOR GLOBAL, INC (MMG) has surveyed the Data Wrangling companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Data Wrangling Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Data Wrangling Market Segment Percentages, by Type, 2021 (%)
- On-premises
- Cloud Based
Global Data Wrangling Market Segment Percentages, by Application, 2021 (%)
- BFSI
- Telecom and IT
- Retail and eCommerce
- Healthcare and Life Sciences
- Travel and Hospitality
- Government
- Manufacturing
- Energy and Utilities
- Transportation and Logistics
- Others
Global Data Wrangling Market Segment Percentages, By Region and Country, 2021 (%)
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- France
- U.K.
- Italy
- Russia
- Nordic Countries
- Benelux
- Rest of Europe
- Asia
- China
- Japan
- South Korea
- Southeast Asia
- India
- Rest of Asia
- South America
- Brazil
- Argentina
- Rest of South America
- Middle East & Africa
- Turkey
- Israel
- Saudi Arabia
- UAE
- Rest of Middle East & Africa
The report also provides analysis of leading market participants including:
Key companies Data Wrangling revenues in global market, 2017-2022 (estimated), ($ millions)
Key companies Data Wrangling revenues share in global market, 2021 (%)
Further, the report presents profiles of competitors in the market, key players include:
- IBM
- Oracle
- SAS
- Trifacta
- Datawatch
- Talend
- Alteryx
- Dataiku
- TIBCO Software
- Paxata
- Informatica
- Hitachi Vantara
- Teradata
- IRI
- Brillio
- Onedot
- TMMData
- Datameer
- Cooladata
- Unifi Software
- Rapid Insight
- Infogix
- Zaloni
- Impetus
- Ideata Analytics
1 INTRODUCTION TO RESEARCH & ANALYSIS REPORTS
1.1 Data Wrangling Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Data Wrangling Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 GLOBAL DATA WRANGLING OVERALL MARKET SIZE
2.1 Global Data Wrangling Market Size: 2021 VS 2028
2.2 Global Data Wrangling Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 COMPANY LANDSCAPE
3.1 Top Data Wrangling Players in Global Market
3.2 Top Global Data Wrangling Companies Ranked by Revenue
3.3 Global Data Wrangling Revenue by Companies
3.4 Top 3 and Top 5 Data Wrangling Companies in Global Market, by Revenue in 2021
3.5 Global Companies Data Wrangling Product Type
3.6 Tier 1, Tier 2 and Tier 3 Data Wrangling Players in Global Market
3.6.1 List of Global Tier 1 Data Wrangling Companies
3.6.2 List of Global Tier 2 and Tier 3 Data Wrangling Companies
4 MARKET SIGHTS BY PRODUCT
4.1 Overview
4.1.1 by Type - Global Data Wrangling Market Size Markets, 2021 & 2028
4.1.2 On-premises
4.1.3 Cloud Based
4.2 By Type - Global Data Wrangling Revenue & Forecasts
4.2.1 By Type - Global Data Wrangling Revenue, 2017-2022
4.2.2 By Type - Global Data Wrangling Revenue, 2023-2028
4.2.3 By Type - Global Data Wrangling Revenue Market Share, 2017-2028
5 SIGHTS BY APPLICATION
5.1 Overview
5.1.1 By Application - Global Data Wrangling Market Size, 2021 & 2028
5.1.2 BFSI
5.1.3 Telecom and IT
5.1.4 Retail and eCommerce
5.1.5 Healthcare and Life Sciences
5.1.6 Travel and Hospitality
5.1.7 Government
5.1.8 Manufacturing
5.1.9 Energy and Utilities
5.1.10 Transportation and Logistics
5.1.11 Others
5.2 By Application - Global Data Wrangling Revenue & Forecasts
5.2.1 By Application - Global Data Wrangling Revenue, 2017-2022
5.2.2 By Application - Global Data Wrangling Revenue, 2023-2028
5.2.3 By Application - Global Data Wrangling Revenue Market Share, 2017-2028
6 SIGHTS BY REGION
6.1 By Region - Global Data Wrangling Market Size, 2021 & 2028
6.2 By Region - Global Data Wrangling Revenue & Forecasts
6.2.1 By Region - Global Data Wrangling Revenue, 2017-2022
6.2.2 By Region - Global Data Wrangling Revenue, 2023-2028
6.2.3 By Region - Global Data Wrangling Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Data Wrangling Revenue, 2017-2028
6.3.2 US Data Wrangling Market Size, 2017-2028
6.3.3 Canada Data Wrangling Market Size, 2017-2028
6.3.4 Mexico Data Wrangling Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Data Wrangling Revenue, 2017-2028
6.4.2 Germany Data Wrangling Market Size, 2017-2028
6.4.3 France Data Wrangling Market Size, 2017-2028
6.4.4 U.K. Data Wrangling Market Size, 2017-2028
6.4.5 Italy Data Wrangling Market Size, 2017-2028
6.4.6 Russia Data Wrangling Market Size, 2017-2028
6.4.7 Nordic Countries Data Wrangling Market Size, 2017-2028
6.4.8 Benelux Data Wrangling Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Data Wrangling Revenue, 2017-2028
6.5.2 China Data Wrangling Market Size, 2017-2028
6.5.3 Japan Data Wrangling Market Size, 2017-2028
6.5.4 South Korea Data Wrangling Market Size, 2017-2028
6.5.5 Southeast Asia Data Wrangling Market Size, 2017-2028
6.5.6 India Data Wrangling Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Data Wrangling Revenue, 2017-2028
6.6.2 Brazil Data Wrangling Market Size, 2017-2028
6.6.3 Argentina Data Wrangling Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Data Wrangling Revenue, 2017-2028
6.7.2 Turkey Data Wrangling Market Size, 2017-2028
6.7.3 Israel Data Wrangling Market Size, 2017-2028
6.7.4 Saudi Arabia Data Wrangling Market Size, 2017-2028
6.7.5 UAE Data Wrangling Market Size, 2017-2028
7 PLAYERS PROFILES
7.1 IBM
7.1.1 IBM Corporate Summary
7.1.2 IBM Business Overview
7.1.3 IBM Data Wrangling Major Product Offerings
7.1.4 IBM Data Wrangling Revenue in Global Market (2017-2022)
7.1.5 IBM Key News
7.2 Oracle
7.2.1 Oracle Corporate Summary
7.2.2 Oracle Business Overview
7.2.3 Oracle Data Wrangling Major Product Offerings
7.2.4 Oracle Data Wrangling Revenue in Global Market (2017-2022)
7.2.5 Oracle Key News
7.3 SAS
7.3.1 SAS Corporate Summary
7.3.2 SAS Business Overview
7.3.3 SAS Data Wrangling Major Product Offerings
7.3.4 SAS Data Wrangling Revenue in Global Market (2017-2022)
7.3.5 SAS Key News
7.4 Trifacta
7.4.1 Trifacta Corporate Summary
7.4.2 Trifacta Business Overview
7.4.3 Trifacta Data Wrangling Major Product Offerings
7.4.4 Trifacta Data Wrangling Revenue in Global Market (2017-2022)
7.4.5 Trifacta Key News
7.5 Datawatch
7.5.1 Datawatch Corporate Summary
7.5.2 Datawatch Business Overview
7.5.3 Datawatch Data Wrangling Major Product Offerings
7.5.4 Datawatch Data Wrangling Revenue in Global Market (2017-2022)
7.5.5 Datawatch Key News
7.6 Talend
7.6.1 Talend Corporate Summary
7.6.2 Talend Business Overview
7.6.3 Talend Data Wrangling Major Product Offerings
7.6.4 Talend Data Wrangling Revenue in Global Market (2017-2022)
7.6.5 Talend Key News
7.7 Alteryx
7.7.1 Alteryx Corporate Summary
7.7.2 Alteryx Business Overview
7.7.3 Alteryx Data Wrangling Major Product Offerings
7.7.4 Alteryx Data Wrangling Revenue in Global Market (2017-2022)
7.7.5 Alteryx Key News
7.8 Dataiku
7.8.1 Dataiku Corporate Summary
7.8.2 Dataiku Business Overview
7.8.3 Dataiku Data Wrangling Major Product Offerings
7.8.4 Dataiku Data Wrangling Revenue in Global Market (2017-2022)
7.8.5 Dataiku Key News
7.9 TIBCO Software
7.9.1 TIBCO Software Corporate Summary
7.9.2 TIBCO Software Business Overview
7.9.3 TIBCO Software Data Wrangling Major Product Offerings
7.9.4 TIBCO Software Data Wrangling Revenue in Global Market (2017-2022)
7.9.5 TIBCO Software Key News
7.10 Paxata
7.10.1 Paxata Corporate Summary
7.10.2 Paxata Business Overview
7.10.3 Paxata Data Wrangling Major Product Offerings
7.10.4 Paxata Data Wrangling Revenue in Global Market (2017-2022)
7.10.5 Paxata Key News
7.11 Informatica
7.11.1 Informatica Corporate Summary
7.11.2 Informatica Business Overview
7.11.3 Informatica Data Wrangling Major Product Offerings
7.11.4 Informatica Data Wrangling Revenue in Global Market (2017-2022)
7.11.5 Informatica Key News
7.12 Hitachi Vantara
7.12.1 Hitachi Vantara Corporate Summary
7.12.2 Hitachi Vantara Business Overview
7.12.3 Hitachi Vantara Data Wrangling Major Product Offerings
7.12.4 Hitachi Vantara Data Wrangling Revenue in Global Market (2017-2022)
7.12.5 Hitachi Vantara Key News
7.13 Teradata
7.13.1 Teradata Corporate Summary
7.13.2 Teradata Business Overview
7.13.3 Teradata Data Wrangling Major Product Offerings
7.13.4 Teradata Data Wrangling Revenue in Global Market (2017-2022)
7.13.5 Teradata Key News
7.14 IRI
7.14.1 IRI Corporate Summary
7.14.2 IRI Business Overview
7.14.3 IRI Data Wrangling Major Product Offerings
7.14.4 IRI Data Wrangling Revenue in Global Market (2017-2022)
7.14.5 IRI Key News
7.15 Brillio
7.15.1 Brillio Corporate Summary
7.15.2 Brillio Business Overview
7.15.3 Brillio Data Wrangling Major Product Offerings
7.15.4 Brillio Data Wrangling Revenue in Global Market (2017-2022)
7.15.5 Brillio Key News
7.16 Onedot
7.16.1 Onedot Corporate Summary
7.16.2 Onedot Business Overview
7.16.3 Onedot Data Wrangling Major Product Offerings
7.16.4 Onedot Data Wrangling Revenue in Global Market (2017-2022)
7.16.5 Onedot Key News
7.17 TMMData
7.17.1 TMMData Corporate Summary
7.17.2 TMMData Business Overview
7.17.3 TMMData Data Wrangling Major Product Offerings
7.17.4 TMMData Data Wrangling Revenue in Global Market (2017-2022)
7.17.5 TMMData Key News
7.18 Datameer
7.18.1 Datameer Corporate Summary
7.18.2 Datameer Business Overview
7.18.3 Datameer Data Wrangling Major Product Offerings
7.18.4 Datameer Data Wrangling Revenue in Global Market (2017-2022)
7.18.5 Datameer Key News
7.19 Cooladata
7.19.1 Cooladata Corporate Summary
7.19.2 Cooladata Business Overview
7.19.3 Cooladata Data Wrangling Major Product Offerings
7.19.4 Cooladata Data Wrangling Revenue in Global Market (2017-2022)
7.19.5 Cooladata Key News
7.20 Unifi Software
7.20.1 Unifi Software Corporate Summary
7.20.2 Unifi Software Business Overview
7.20.3 Unifi Software Data Wrangling Major Product Offerings
7.20.4 Unifi Software Data Wrangling Revenue in Global Market (2017-2022)
7.20.5 Unifi Software Key News
7.21 Rapid Insight
7.21.1 Rapid Insight Corporate Summary
7.21.2 Rapid Insight Business Overview
7.21.3 Rapid Insight Data Wrangling Major Product Offerings
7.21.4 Rapid Insight Data Wrangling Revenue in Global Market (2017-2022)
7.21.5 Rapid Insight Key News
7.22 Infogix
7.22.1 Infogix Corporate Summary
7.22.2 Infogix Business Overview
7.22.3 Infogix Data Wrangling Major Product Offerings
7.22.4 Infogix Data Wrangling Revenue in Global Market (2017-2022)
7.22.5 Infogix Key News
7.23 Zaloni
7.23.1 Zaloni Corporate Summary
7.23.2 Zaloni Business Overview
7.23.3 Zaloni Data Wrangling Major Product Offerings
7.23.4 Zaloni Data Wrangling Revenue in Global Market (2017-2022)
7.23.5 Zaloni Key News
7.24 Impetus
7.24.1 Impetus Corporate Summary
7.24.2 Impetus Business Overview
7.24.3 Impetus Data Wrangling Major Product Offerings
7.24.4 Impetus Data Wrangling Revenue in Global Market (2017-2022)
7.24.5 Impetus Key News
7.25 Ideata Analytics
7.25.1 Ideata Analytics Corporate Summary
7.25.2 Ideata Analytics Business Overview
7.25.3 Ideata Analytics Data Wrangling Major Product Offerings
7.25.4 Ideata Analytics Data Wrangling Revenue in Global Market (2017-2022)
7.25.5 Ideata Analytics Key News
8 CONCLUSION
9 APPENDIX
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
1.1 Data Wrangling Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Data Wrangling Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 GLOBAL DATA WRANGLING OVERALL MARKET SIZE
2.1 Global Data Wrangling Market Size: 2021 VS 2028
2.2 Global Data Wrangling Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 COMPANY LANDSCAPE
3.1 Top Data Wrangling Players in Global Market
3.2 Top Global Data Wrangling Companies Ranked by Revenue
3.3 Global Data Wrangling Revenue by Companies
3.4 Top 3 and Top 5 Data Wrangling Companies in Global Market, by Revenue in 2021
3.5 Global Companies Data Wrangling Product Type
3.6 Tier 1, Tier 2 and Tier 3 Data Wrangling Players in Global Market
3.6.1 List of Global Tier 1 Data Wrangling Companies
3.6.2 List of Global Tier 2 and Tier 3 Data Wrangling Companies
4 MARKET SIGHTS BY PRODUCT
4.1 Overview
4.1.1 by Type - Global Data Wrangling Market Size Markets, 2021 & 2028
4.1.2 On-premises
4.1.3 Cloud Based
4.2 By Type - Global Data Wrangling Revenue & Forecasts
4.2.1 By Type - Global Data Wrangling Revenue, 2017-2022
4.2.2 By Type - Global Data Wrangling Revenue, 2023-2028
4.2.3 By Type - Global Data Wrangling Revenue Market Share, 2017-2028
5 SIGHTS BY APPLICATION
5.1 Overview
5.1.1 By Application - Global Data Wrangling Market Size, 2021 & 2028
5.1.2 BFSI
5.1.3 Telecom and IT
5.1.4 Retail and eCommerce
5.1.5 Healthcare and Life Sciences
5.1.6 Travel and Hospitality
5.1.7 Government
5.1.8 Manufacturing
5.1.9 Energy and Utilities
5.1.10 Transportation and Logistics
5.1.11 Others
5.2 By Application - Global Data Wrangling Revenue & Forecasts
5.2.1 By Application - Global Data Wrangling Revenue, 2017-2022
5.2.2 By Application - Global Data Wrangling Revenue, 2023-2028
5.2.3 By Application - Global Data Wrangling Revenue Market Share, 2017-2028
6 SIGHTS BY REGION
6.1 By Region - Global Data Wrangling Market Size, 2021 & 2028
6.2 By Region - Global Data Wrangling Revenue & Forecasts
6.2.1 By Region - Global Data Wrangling Revenue, 2017-2022
6.2.2 By Region - Global Data Wrangling Revenue, 2023-2028
6.2.3 By Region - Global Data Wrangling Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Data Wrangling Revenue, 2017-2028
6.3.2 US Data Wrangling Market Size, 2017-2028
6.3.3 Canada Data Wrangling Market Size, 2017-2028
6.3.4 Mexico Data Wrangling Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Data Wrangling Revenue, 2017-2028
6.4.2 Germany Data Wrangling Market Size, 2017-2028
6.4.3 France Data Wrangling Market Size, 2017-2028
6.4.4 U.K. Data Wrangling Market Size, 2017-2028
6.4.5 Italy Data Wrangling Market Size, 2017-2028
6.4.6 Russia Data Wrangling Market Size, 2017-2028
6.4.7 Nordic Countries Data Wrangling Market Size, 2017-2028
6.4.8 Benelux Data Wrangling Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Data Wrangling Revenue, 2017-2028
6.5.2 China Data Wrangling Market Size, 2017-2028
6.5.3 Japan Data Wrangling Market Size, 2017-2028
6.5.4 South Korea Data Wrangling Market Size, 2017-2028
6.5.5 Southeast Asia Data Wrangling Market Size, 2017-2028
6.5.6 India Data Wrangling Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Data Wrangling Revenue, 2017-2028
6.6.2 Brazil Data Wrangling Market Size, 2017-2028
6.6.3 Argentina Data Wrangling Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Data Wrangling Revenue, 2017-2028
6.7.2 Turkey Data Wrangling Market Size, 2017-2028
6.7.3 Israel Data Wrangling Market Size, 2017-2028
6.7.4 Saudi Arabia Data Wrangling Market Size, 2017-2028
6.7.5 UAE Data Wrangling Market Size, 2017-2028
7 PLAYERS PROFILES
7.1 IBM
7.1.1 IBM Corporate Summary
7.1.2 IBM Business Overview
7.1.3 IBM Data Wrangling Major Product Offerings
7.1.4 IBM Data Wrangling Revenue in Global Market (2017-2022)
7.1.5 IBM Key News
7.2 Oracle
7.2.1 Oracle Corporate Summary
7.2.2 Oracle Business Overview
7.2.3 Oracle Data Wrangling Major Product Offerings
7.2.4 Oracle Data Wrangling Revenue in Global Market (2017-2022)
7.2.5 Oracle Key News
7.3 SAS
7.3.1 SAS Corporate Summary
7.3.2 SAS Business Overview
7.3.3 SAS Data Wrangling Major Product Offerings
7.3.4 SAS Data Wrangling Revenue in Global Market (2017-2022)
7.3.5 SAS Key News
7.4 Trifacta
7.4.1 Trifacta Corporate Summary
7.4.2 Trifacta Business Overview
7.4.3 Trifacta Data Wrangling Major Product Offerings
7.4.4 Trifacta Data Wrangling Revenue in Global Market (2017-2022)
7.4.5 Trifacta Key News
7.5 Datawatch
7.5.1 Datawatch Corporate Summary
7.5.2 Datawatch Business Overview
7.5.3 Datawatch Data Wrangling Major Product Offerings
7.5.4 Datawatch Data Wrangling Revenue in Global Market (2017-2022)
7.5.5 Datawatch Key News
7.6 Talend
7.6.1 Talend Corporate Summary
7.6.2 Talend Business Overview
7.6.3 Talend Data Wrangling Major Product Offerings
7.6.4 Talend Data Wrangling Revenue in Global Market (2017-2022)
7.6.5 Talend Key News
7.7 Alteryx
7.7.1 Alteryx Corporate Summary
7.7.2 Alteryx Business Overview
7.7.3 Alteryx Data Wrangling Major Product Offerings
7.7.4 Alteryx Data Wrangling Revenue in Global Market (2017-2022)
7.7.5 Alteryx Key News
7.8 Dataiku
7.8.1 Dataiku Corporate Summary
7.8.2 Dataiku Business Overview
7.8.3 Dataiku Data Wrangling Major Product Offerings
7.8.4 Dataiku Data Wrangling Revenue in Global Market (2017-2022)
7.8.5 Dataiku Key News
7.9 TIBCO Software
7.9.1 TIBCO Software Corporate Summary
7.9.2 TIBCO Software Business Overview
7.9.3 TIBCO Software Data Wrangling Major Product Offerings
7.9.4 TIBCO Software Data Wrangling Revenue in Global Market (2017-2022)
7.9.5 TIBCO Software Key News
7.10 Paxata
7.10.1 Paxata Corporate Summary
7.10.2 Paxata Business Overview
7.10.3 Paxata Data Wrangling Major Product Offerings
7.10.4 Paxata Data Wrangling Revenue in Global Market (2017-2022)
7.10.5 Paxata Key News
7.11 Informatica
7.11.1 Informatica Corporate Summary
7.11.2 Informatica Business Overview
7.11.3 Informatica Data Wrangling Major Product Offerings
7.11.4 Informatica Data Wrangling Revenue in Global Market (2017-2022)
7.11.5 Informatica Key News
7.12 Hitachi Vantara
7.12.1 Hitachi Vantara Corporate Summary
7.12.2 Hitachi Vantara Business Overview
7.12.3 Hitachi Vantara Data Wrangling Major Product Offerings
7.12.4 Hitachi Vantara Data Wrangling Revenue in Global Market (2017-2022)
7.12.5 Hitachi Vantara Key News
7.13 Teradata
7.13.1 Teradata Corporate Summary
7.13.2 Teradata Business Overview
7.13.3 Teradata Data Wrangling Major Product Offerings
7.13.4 Teradata Data Wrangling Revenue in Global Market (2017-2022)
7.13.5 Teradata Key News
7.14 IRI
7.14.1 IRI Corporate Summary
7.14.2 IRI Business Overview
7.14.3 IRI Data Wrangling Major Product Offerings
7.14.4 IRI Data Wrangling Revenue in Global Market (2017-2022)
7.14.5 IRI Key News
7.15 Brillio
7.15.1 Brillio Corporate Summary
7.15.2 Brillio Business Overview
7.15.3 Brillio Data Wrangling Major Product Offerings
7.15.4 Brillio Data Wrangling Revenue in Global Market (2017-2022)
7.15.5 Brillio Key News
7.16 Onedot
7.16.1 Onedot Corporate Summary
7.16.2 Onedot Business Overview
7.16.3 Onedot Data Wrangling Major Product Offerings
7.16.4 Onedot Data Wrangling Revenue in Global Market (2017-2022)
7.16.5 Onedot Key News
7.17 TMMData
7.17.1 TMMData Corporate Summary
7.17.2 TMMData Business Overview
7.17.3 TMMData Data Wrangling Major Product Offerings
7.17.4 TMMData Data Wrangling Revenue in Global Market (2017-2022)
7.17.5 TMMData Key News
7.18 Datameer
7.18.1 Datameer Corporate Summary
7.18.2 Datameer Business Overview
7.18.3 Datameer Data Wrangling Major Product Offerings
7.18.4 Datameer Data Wrangling Revenue in Global Market (2017-2022)
7.18.5 Datameer Key News
7.19 Cooladata
7.19.1 Cooladata Corporate Summary
7.19.2 Cooladata Business Overview
7.19.3 Cooladata Data Wrangling Major Product Offerings
7.19.4 Cooladata Data Wrangling Revenue in Global Market (2017-2022)
7.19.5 Cooladata Key News
7.20 Unifi Software
7.20.1 Unifi Software Corporate Summary
7.20.2 Unifi Software Business Overview
7.20.3 Unifi Software Data Wrangling Major Product Offerings
7.20.4 Unifi Software Data Wrangling Revenue in Global Market (2017-2022)
7.20.5 Unifi Software Key News
7.21 Rapid Insight
7.21.1 Rapid Insight Corporate Summary
7.21.2 Rapid Insight Business Overview
7.21.3 Rapid Insight Data Wrangling Major Product Offerings
7.21.4 Rapid Insight Data Wrangling Revenue in Global Market (2017-2022)
7.21.5 Rapid Insight Key News
7.22 Infogix
7.22.1 Infogix Corporate Summary
7.22.2 Infogix Business Overview
7.22.3 Infogix Data Wrangling Major Product Offerings
7.22.4 Infogix Data Wrangling Revenue in Global Market (2017-2022)
7.22.5 Infogix Key News
7.23 Zaloni
7.23.1 Zaloni Corporate Summary
7.23.2 Zaloni Business Overview
7.23.3 Zaloni Data Wrangling Major Product Offerings
7.23.4 Zaloni Data Wrangling Revenue in Global Market (2017-2022)
7.23.5 Zaloni Key News
7.24 Impetus
7.24.1 Impetus Corporate Summary
7.24.2 Impetus Business Overview
7.24.3 Impetus Data Wrangling Major Product Offerings
7.24.4 Impetus Data Wrangling Revenue in Global Market (2017-2022)
7.24.5 Impetus Key News
7.25 Ideata Analytics
7.25.1 Ideata Analytics Corporate Summary
7.25.2 Ideata Analytics Business Overview
7.25.3 Ideata Analytics Data Wrangling Major Product Offerings
7.25.4 Ideata Analytics Data Wrangling Revenue in Global Market (2017-2022)
7.25.5 Ideata Analytics Key News
8 CONCLUSION
9 APPENDIX
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES
Table 1. Data Wrangling Market Opportunities & Trends in Global Market
Table 2. Data Wrangling Market Drivers in Global Market
Table 3. Data Wrangling Market Restraints in Global Market
Table 4. Key Players of Data Wrangling in Global Market
Table 5. Top Data Wrangling Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Data Wrangling Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Data Wrangling Revenue Share by Companies, 2017-2022
Table 8. Global Companies Data Wrangling Product Type
Table 9. List of Global Tier 1 Data Wrangling Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Data Wrangling Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type – Global Data Wrangling Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Data Wrangling Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Data Wrangling Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application – Global Data Wrangling Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Data Wrangling Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Data Wrangling Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region – Global Data Wrangling Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Data Wrangling Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Data Wrangling Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 30. IBM Corporate Summary
Table 31. IBM Data Wrangling Product Offerings
Table 32. IBM Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 33. Oracle Corporate Summary
Table 34. Oracle Data Wrangling Product Offerings
Table 35. Oracle Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 36. SAS Corporate Summary
Table 37. SAS Data Wrangling Product Offerings
Table 38. SAS Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 39. Trifacta Corporate Summary
Table 40. Trifacta Data Wrangling Product Offerings
Table 41. Trifacta Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 42. Datawatch Corporate Summary
Table 43. Datawatch Data Wrangling Product Offerings
Table 44. Datawatch Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 45. Talend Corporate Summary
Table 46. Talend Data Wrangling Product Offerings
Table 47. Talend Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 48. Alteryx Corporate Summary
Table 49. Alteryx Data Wrangling Product Offerings
Table 50. Alteryx Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 51. Dataiku Corporate Summary
Table 52. Dataiku Data Wrangling Product Offerings
Table 53. Dataiku Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 54. TIBCO Software Corporate Summary
Table 55. TIBCO Software Data Wrangling Product Offerings
Table 56. TIBCO Software Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 57. Paxata Corporate Summary
Table 58. Paxata Data Wrangling Product Offerings
Table 59. Paxata Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 60. Informatica Corporate Summary
Table 61. Informatica Data Wrangling Product Offerings
Table 62. Informatica Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 63. Hitachi Vantara Corporate Summary
Table 64. Hitachi Vantara Data Wrangling Product Offerings
Table 65. Hitachi Vantara Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 66. Teradata Corporate Summary
Table 67. Teradata Data Wrangling Product Offerings
Table 68. Teradata Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 69. IRI Corporate Summary
Table 70. IRI Data Wrangling Product Offerings
Table 71. IRI Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 72. Brillio Corporate Summary
Table 73. Brillio Data Wrangling Product Offerings
Table 74. Brillio Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 75. Onedot Corporate Summary
Table 76. Onedot Data Wrangling Product Offerings
Table 77. Onedot Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 78. TMMData Corporate Summary
Table 79. TMMData Data Wrangling Product Offerings
Table 80. TMMData Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 81. Datameer Corporate Summary
Table 82. Datameer Data Wrangling Product Offerings
Table 83. Datameer Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 84. Cooladata Corporate Summary
Table 85. Cooladata Data Wrangling Product Offerings
Table 86. Cooladata Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 87. Unifi Software Corporate Summary
Table 88. Unifi Software Data Wrangling Product Offerings
Table 89. Unifi Software Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 90. Rapid Insight Corporate Summary
Table 91. Rapid Insight Data Wrangling Product Offerings
Table 92. Rapid Insight Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 93. Infogix Corporate Summary
Table 94. Infogix Data Wrangling Product Offerings
Table 95. Infogix Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 96. Zaloni Corporate Summary
Table 97. Zaloni Data Wrangling Product Offerings
Table 98. Zaloni Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 99. Impetus Corporate Summary
Table 100. Impetus Data Wrangling Product Offerings
Table 101. Impetus Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 102. Ideata Analytics Corporate Summary
Table 103. Ideata Analytics Data Wrangling Product Offerings
Table 104. Ideata Analytics Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 1. Data Wrangling Market Opportunities & Trends in Global Market
Table 2. Data Wrangling Market Drivers in Global Market
Table 3. Data Wrangling Market Restraints in Global Market
Table 4. Key Players of Data Wrangling in Global Market
Table 5. Top Data Wrangling Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Data Wrangling Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Data Wrangling Revenue Share by Companies, 2017-2022
Table 8. Global Companies Data Wrangling Product Type
Table 9. List of Global Tier 1 Data Wrangling Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Data Wrangling Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type – Global Data Wrangling Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Data Wrangling Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Data Wrangling Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application – Global Data Wrangling Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Data Wrangling Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Data Wrangling Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region – Global Data Wrangling Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Data Wrangling Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Data Wrangling Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Data Wrangling Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Data Wrangling Revenue, (US$, Mn), 2023-2028
Table 30. IBM Corporate Summary
Table 31. IBM Data Wrangling Product Offerings
Table 32. IBM Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 33. Oracle Corporate Summary
Table 34. Oracle Data Wrangling Product Offerings
Table 35. Oracle Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 36. SAS Corporate Summary
Table 37. SAS Data Wrangling Product Offerings
Table 38. SAS Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 39. Trifacta Corporate Summary
Table 40. Trifacta Data Wrangling Product Offerings
Table 41. Trifacta Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 42. Datawatch Corporate Summary
Table 43. Datawatch Data Wrangling Product Offerings
Table 44. Datawatch Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 45. Talend Corporate Summary
Table 46. Talend Data Wrangling Product Offerings
Table 47. Talend Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 48. Alteryx Corporate Summary
Table 49. Alteryx Data Wrangling Product Offerings
Table 50. Alteryx Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 51. Dataiku Corporate Summary
Table 52. Dataiku Data Wrangling Product Offerings
Table 53. Dataiku Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 54. TIBCO Software Corporate Summary
Table 55. TIBCO Software Data Wrangling Product Offerings
Table 56. TIBCO Software Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 57. Paxata Corporate Summary
Table 58. Paxata Data Wrangling Product Offerings
Table 59. Paxata Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 60. Informatica Corporate Summary
Table 61. Informatica Data Wrangling Product Offerings
Table 62. Informatica Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 63. Hitachi Vantara Corporate Summary
Table 64. Hitachi Vantara Data Wrangling Product Offerings
Table 65. Hitachi Vantara Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 66. Teradata Corporate Summary
Table 67. Teradata Data Wrangling Product Offerings
Table 68. Teradata Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 69. IRI Corporate Summary
Table 70. IRI Data Wrangling Product Offerings
Table 71. IRI Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 72. Brillio Corporate Summary
Table 73. Brillio Data Wrangling Product Offerings
Table 74. Brillio Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 75. Onedot Corporate Summary
Table 76. Onedot Data Wrangling Product Offerings
Table 77. Onedot Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 78. TMMData Corporate Summary
Table 79. TMMData Data Wrangling Product Offerings
Table 80. TMMData Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 81. Datameer Corporate Summary
Table 82. Datameer Data Wrangling Product Offerings
Table 83. Datameer Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 84. Cooladata Corporate Summary
Table 85. Cooladata Data Wrangling Product Offerings
Table 86. Cooladata Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 87. Unifi Software Corporate Summary
Table 88. Unifi Software Data Wrangling Product Offerings
Table 89. Unifi Software Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 90. Rapid Insight Corporate Summary
Table 91. Rapid Insight Data Wrangling Product Offerings
Table 92. Rapid Insight Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 93. Infogix Corporate Summary
Table 94. Infogix Data Wrangling Product Offerings
Table 95. Infogix Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 96. Zaloni Corporate Summary
Table 97. Zaloni Data Wrangling Product Offerings
Table 98. Zaloni Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 99. Impetus Corporate Summary
Table 100. Impetus Data Wrangling Product Offerings
Table 101. Impetus Data Wrangling Revenue (US$, Mn), (2017-2022)
Table 102. Ideata Analytics Corporate Summary
Table 103. Ideata Analytics Data Wrangling Product Offerings
Table 104. Ideata Analytics Data Wrangling Revenue (US$, Mn), (2017-2022)
LIST OF FIGURES
Figure 1. Data Wrangling Segment by Type in 2021
Figure 2. Data Wrangling Segment by Application in 2021
Figure 3. Global Data Wrangling Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Data Wrangling Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Data Wrangling Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Data Wrangling Revenue in 2021
Figure 8. By Type - Global Data Wrangling Revenue Market Share, 2017-2028
Figure 9. By Application - Global Data Wrangling Revenue Market Share, 2017-2028
Figure 10. By Region - Global Data Wrangling Revenue Market Share, 2017-2028
Figure 11. By Country - North America Data Wrangling Revenue Market Share, 2017-2028
Figure 12. US Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Data Wrangling Revenue Market Share, 2017-2028
Figure 16. Germany Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 17. France Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Data Wrangling Revenue Market Share, 2017-2028
Figure 24. China Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 28. India Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Data Wrangling Revenue Market Share, 2017-2028
Figure 30. Brazil Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Data Wrangling Revenue Market Share, 2017-2028
Figure 33. Turkey Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 37. IBM Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Oracle Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. SAS Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. Trifacta Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Datawatch Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Talend Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. Alteryx Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Dataiku Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. TIBCO Software Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. Paxata Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. Informatica Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. Hitachi Vantara Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 49. Teradata Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 50. IRI Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 51. Brillio Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 52. Onedot Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 53. TMMData Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 54. Datameer Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 55. Cooladata Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 56. Unifi Software Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 57. Rapid Insight Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 58. Infogix Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 59. Zaloni Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 60. Impetus Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 61. Ideata Analytics Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 1. Data Wrangling Segment by Type in 2021
Figure 2. Data Wrangling Segment by Application in 2021
Figure 3. Global Data Wrangling Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Data Wrangling Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Data Wrangling Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Data Wrangling Revenue in 2021
Figure 8. By Type - Global Data Wrangling Revenue Market Share, 2017-2028
Figure 9. By Application - Global Data Wrangling Revenue Market Share, 2017-2028
Figure 10. By Region - Global Data Wrangling Revenue Market Share, 2017-2028
Figure 11. By Country - North America Data Wrangling Revenue Market Share, 2017-2028
Figure 12. US Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Data Wrangling Revenue Market Share, 2017-2028
Figure 16. Germany Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 17. France Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Data Wrangling Revenue Market Share, 2017-2028
Figure 24. China Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 28. India Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Data Wrangling Revenue Market Share, 2017-2028
Figure 30. Brazil Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Data Wrangling Revenue Market Share, 2017-2028
Figure 33. Turkey Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Data Wrangling Revenue, (US$, Mn), 2017-2028
Figure 37. IBM Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Oracle Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. SAS Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. Trifacta Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Datawatch Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Talend Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. Alteryx Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Dataiku Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. TIBCO Software Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. Paxata Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. Informatica Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. Hitachi Vantara Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 49. Teradata Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 50. IRI Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 51. Brillio Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 52. Onedot Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 53. TMMData Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 54. Datameer Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 55. Cooladata Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 56. Unifi Software Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 57. Rapid Insight Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 58. Infogix Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 59. Zaloni Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 60. Impetus Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 61. Ideata Analytics Data Wrangling Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
