Data Wrangling Market - Industry Analysis, Market Size, Share, Trends,Application Analysis, Growth and Forecast 2019 - 2024

Report Code: ITR 43591 Report Format: PDF + Excel (Delivery in 48 Hrs)
 Data Wrangling market size is forecast to reach $4.74 billion by 2025, after growing at a CAGR of 19.5% during 2020-2025. Data wrangling is primarily preferred to transform and map data into a valuable analytical insight by using advanced analytics algorithms.This process is  popularly known as data munging. This deals with the data visualization, and data aggregation. Rising prevalence ofanalyticsdriving the usage of data wrangling tools across multiple verticals, not only to filter out unwanted data but also to standardize the data which would be efficiently used for AI and ML algorithms, thereby aiding to provide the best insights. The increase in the acceptance of IoT devices along with growing smart cities,worldwide impacts the global data wrangling market revenue during the forecast period.
 
Key Takeaways

North America dominates the data wrangling market owing to an increasing number of agreement and partnership strategies by big data analytics solution providers along with the rising implementation of digital technologiesto introduce advanced data model in this region. 
Data wrangling has become the choice of business analysts to reduce the time taken to collect, organizeand wrangle the data and to increase the focus on analyzingthe data in order to make effective decisions which will increase the market demand for data wrangling in the near future.
The growing popularity of data wrangling tools across large enterprises to analyze ideal data among the datasets is likely to aid in the market growth of data wrangling. 

Business Function- Segment Analysis

Finance business function segment held the largest share in the data wrangling market as of 2018.This business function needs analytics to determine risk factors,increase business processes,invest judiciously, access profitability, identify target customers, and predict future events. Thus, the data wrangling tool utilization propel the power of analyticsmainly in finance business function.  Besides, the analytics software assists to improve client relations, driving revenue, meeting regulatory obligations, managing risks, streamlining back-office processes, and emerging high-quality products & services.Therefore, the extensive necessity and use of data wrangling in the finance business is burgeoning the growth of the global data wrangling market. 
Organization Size- Segment Analysis

Large enterprises has been the primary market for data wrangling. Presently, enterprises are deploying data wrangling tools as a part of comprehensive analytical solutions to gain cleaned, profiled and standardized data. This data is helpful to the operations team to have a grip on their systems and business model as well. The continuous flow of data different verticals of the enterprises has led to a shift from traditional ETL tools to advanced automated tools which is advantageous even before its integration across the AI and ML technologies. Additionally, the rise of digitalization is augmenting the adoption of data wrangling tools across the regions,toinvestigate and analyze the data among the datasets.

Geography- Segment Analysis

North America dominated the data wrangling market with a share of more than 35%,followed by Europe and APAC.This region is elevating as the largest contributor specifically, related to the adoption of data wrangling tools and services. This is because of the presence and operations of some major vendors of data analytics and data wrangling tools, namely IBM, Hitchi Vantara, Trifacta,SAS, and Oracle in this region.Furthermore, the growing number of agreement and partnership strategiesare indicating the rise in the adoption rate of digital technologies in this region.

Drivers –Data Wrangling Industry Outlook

Growing demand foradvanced analytical algorithm – “data wrangling”to pick up valid insights to further improve business entity at multiple industry verticals 
Multifunctional data wrangling tool is an effective method to examine the user performance, for far-reaching analytical solutions, to identify the log pattern and also the root cause of equipment failure efficiently. Moreover, it offers a self-service data preparation model and supports the organizations to clean the data sets and avoid the need for a data scientist. Thus, this feature of data wrangling is attracting the executives in the organization to gather business insights by analyzing both structured and unstructured data without the intervention of IT teams. 

Rapid pace of data generation and technological advancements in machine learning and AI are boosting the data wrangling
Data wrangling implementation has resulted in improved work efficiency thatplays a crucial role in widening the scope for business. In addition to this, increasing regulatory pressure along with the growth in edge computing are providing significant number of opportunities for analytics solution providers during the forecast period.

Challenges –Data WranglingIndustry
Time-Intensive nature of data wranglingis a challenge

The detailed structure nature of the process including analysis base table, de-normalized transactions, time series and document library, which is consuming overtime in producing analytical data sets.Added workload, shifting priorities are some of the challenges that arise during the implementation of data wrangling. Thus, all these factors together diminishing the growth of the data wrangling market.  

MarketLandscape

Acquisitions, Product launches, and R&D activitiesare key strategies adopted by players in the data wrangling market to stand ahead of the curve in the data wrangling market share. In 2018, the market of data wrangling has been consolidated by the top five players accounting for 32% of the share. Alteryx, Dataiku, Hitachi Vantara, IBM, Informatica, Oracle, Paxata, Trifacta, TIBCO Software, and Talendare the data wrangling top 10 companies. 

Acquisitions/Product Launches
  • In January 2018, Datawatch Corporation signed an agreement of acquisition with Angoss Software Corporation for an amount of $24.5 million. This acquisition will enhance the capabilities of Datawatch’s Monarch data intelligence offering which supportsdata scientists to perform predictive and prescriptive analytics forvaried enterprise applications. 
  • In July 2018, Trifacta announced that the increasing usage of wrangler products is visible at financial services organizations to address compliance initiatives which include CCAR, AML, and BCBS 239. This also indicates the growth of the company especially, in the financial services industry by optimizing analytics and operational use cases.

1. Data Wrangling Market - Overview
        1.1 Definitions and Scope
2. Data Wrangling Market - Executive summary
        2.1 Market Revenue, Market Size and Key Trends by Company
        2.2 Key Trends by type of Application
        2.3 Key Trends segmented by Geography
3. Data Wrangling Market
        3.1 Comparative analysis
            3.1.1 Product Benchmarking - Top 10 companies
            3.1.2 Top 5 Financials Analysis
            3.1.3 Market Value split by Top 10 companies
            3.1.4 Patent Analysis - Top 10 companies
            3.1.5 Pricing Analysis
4. Data Wrangling Market - Startup companies Scenario Premium
        4.1 Top 10 startup company Analysis by
            4.1.1 Investment
            4.1.2 Revenue
            4.1.3 Market Shares
            4.1.4 Market Size and Application Analysis
            4.1.5 Venture Capital and Funding Scenario
5. Data Wrangling Market - Industry Market Entry Scenario Premium
        5.1 Regulatory Framework Overview
        5.2 New Business and Ease of Doing business index
        5.3 Case studies of successful ventures
        5.4 Customer Analysis - Top 10 companies
6. Data Wrangling Market Forces
        6.1 Drivers
        6.2 Constraints
        6.3 Challenges
        6.4 Porters five force model
            6.4.1 Bargaining power of suppliers
            6.4.2 Bargaining powers of customers
            6.4.3 Threat of new entrants
            6.4.4 Rivalry among existing players
            6.4.5 Threat of substitutes
7. Data Wrangling Market -Strategic analysis
        7.1 Value chain analysis
        7.2 Opportunities analysis
        7.3 Product life cycle
        7.4 Suppliers and distributors Market Share
8. Data Wrangling Market By Business Function(Market Size -$Million / $Billion)
8.1 Finance
8.2 Marketing & Sales
8.3 Operations
8.4 Human Resources
8.5 Legal
9. Data Wrangling Market - By Type(Market Size -$Million / $Billion)
9.1 Data Wrangling Market By Component
9.1.1 Tools
9.1.2 Services
9.1.2.1 Managed Services
9.1.2.2 Professional Services
9.2 Data Wrangling Market By Deployment Model
9.2.1 On-Premises
9.2.2 Cloud
10. Data Wrangling - By Organization Size & Industry Vertical(Market Size -$Million / $Billion)
10.1 Data Wrangling Market By Organization Size
10.1.1 Large Enterprises
10.1.2 Small & Medium-Sized Enterprises
10.2 Data Wrangling Market By Industry Vertical
10.2.1 Government & Public Sector
10.2.2 Healthcare & Life Sciences
10.2.3 Retail & Ecommerce
10.2.4 Travel & Hospitality
10.2.5 Automotive & Transportation
10.2.6 Energy & Utilities
10.2.7 Telecommunication & IT
10.2.8 Manufacturing
10.2.9 Others
11. Data Wrangling- By Geography (Market Size -$Million / $Billion)
        11.1 Data Wrangling Market - North America Segment Research
        11.2 North America Market Research (Million / $Billion)
            11.2.1 Segment type Size and Market Size Analysis
            11.2.2 Revenue and Trends
            11.2.3 Application Revenue and Trends by type of Application
            11.2.4 Company Revenue and Product Analysis
            11.2.5 North America Product type and Application Market Size
                  11.2.5.1 U.S
                  11.2.5.2 Canada
                  11.2.5.3 Mexico
                  11.2.5.4 Rest of North America
        11.3 Data Wrangling- South America Segment Research
        11.4 South America Market Research (Market Size -$Million / $Billion)
            11.4.1 Segment type Size and Market Size Analysis
            11.4.2 Revenue and Trends
            11.4.3 Application Revenue and Trends by type of Application
            11.4.4 Company Revenue and Product Analysis
            11.4.5 South America Product type and Application Market Size
                  11.4.5.1 Brazil
                  11.4.5.2 Venezuela
                  11.4.5.3 Argentina
                  11.4.5.4 Ecuador
                  11.4.5.5 Peru
                  11.4.5.6 Colombia
                  11.4.5.7 Costa Rica
                  11.4.5.8 Rest of South America
        11.5 Data Wrangling- Europe Segment Research
        11.6 Europe Market Research (Market Size -$Million / $Billion)
            11.6.1 Segment type Size and Market Size Analysis
            11.6.2 Revenue and Trends
            11.6.3 Application Revenue and Trends by type of Application
            11.6.4 Company Revenue and Product Analysis
            11.6.5 Europe Segment Product type and Application Market Size
                  11.6.5.1 U.K
                  11.6.5.2 Germany
                  11.6.5.3 Italy
                  11.6.5.4 France
                  11.6.5.5 Netherlands
                  11.6.5.6 Belgium
                  11.6.5.7 Denmark
                  11.6.5.8 Spain
                  11.6.5.9 Rest of Europe
        11.7 Data Wrangling - APAC Segment Research
        11.8 APAC Market Research (Market Size -$Million / $Billion)
            11.8.1 Segment type Size and Market Size Analysis
            11.8.2 Revenue and Trends
            11.8.3 Application Revenue and Trends by type of Application
            11.8.4 Company Revenue and Product Analysis
            11.8.5 APAC Segment - Product type and Application Market Size
                  11.8.5.1 China
                  11.8.5.2 Australia
                  11.8.5.3 Japan
                  11.8.5.4 South Korea
                  11.8.5.5 India
                  11.8.5.6 Taiwan
                  11.8.5.7 Malaysia
                  11.8.5.8 Hong kong
                  11.8.5.9 Rest of APAC
        11.9 Data Wrangling - Middle East Segment and Africa Segment Research
        11.10 Middle East & Africa Market Research (Market Size -$Million / $Billion)
            11.10.1 Segment type Size and Market Size Analysis
            11.10.2 Revenue and Trend Analysis
            11.10.3 Application Revenue and Trends by type of Application
            11.10.4 Company Revenue and Product Analysis
            11.10.5 Middle East Segment Product type and Application Market Size
                  11.10.5.1 Israel
                  11.10.5.2 Saudi Arabia
                  11.10.5.3 UAE
            11.10.6 Africa Segment Analysis
                  11.10.6.1 South Africa
                  11.10.6.2 Rest of Middle East & Africa
12. Data Wrangling Market - Entropy
        12.1 New product launches
        12.2 M&A s, collaborations, JVs and partnerships
13. Data Wrangling Market - Industry / Segment Competition landscape Premium
        13.1 Market Share Analysis
            13.1.1 Market Share by Country- Top companies
            13.1.2 Market Share by Region- Top 10 companies
            13.1.3 Market Share by type of Application - Top 10 companies
            13.1.4 Market Share by type of Product / Product category- Top 10 companies
            13.1.5 Market Share at global level - Top 10 companies
            13.1.6 Best Practises for companies
14. Data Wrangling Market - Key Company List by Country Premium
15. Data Wrangling Market Company Analysis
        15.1 Market Share, Company Revenue, Products, M&A, Developments
        15.2 Alteryx
        15.3 Brillio
        15.4 Cooladata
        15.5 Dataiku
        15.6 Datameer
        15.7 Datawatch
        15.8 Hitachi Vantara
        15.9 IBM
        15.10 Ideata Analytics
        15.11 Impetus
        15.12 Infogix
        15.13 Informatica
        15.14 Onedot
        15.15 Oracle
        15.16 Paxata
        15.17 Rapid Insight
        15.18 SAS Institute
        15.19 TIBCO Software
        15.20 TMMData
        15.21 Talend
        15.22 Teradata
        15.23 Trifacta
        15.24 Unifi Software
        15.25 Zaloni
        15.26 Company 25
        15.27 Company 26 & More
*Financials would be provided on a best efforts basis for private companies
16. Data Wrangling Market - Appendix
        16.1 Abbreviations
        16.2 Sources
17. Data Wrangling Market - Methodology
        17.1 Research Methodology
            17.1.1 Company Expert Interviews
            17.1.2 Industry Databases
            17.1.3 Associations
            17.1.4 Company News
            17.1.5 Company Annual Reports
            17.1.6 Application Trends
            17.1.7 New Products and Product database
            17.1.8 Company Transcripts
            17.1.9 R&D Trends
            17.1.10 Key Opinion Leaders Interviews
            17.1.11 Supply and Demand Trends

LIST OF TABLES

1.Global Data Wrangling Market By Business Function Market 2019-2024 ($M)
1.1 Finance Market 2019-2024 ($M) - Global Industry Research
1.2 Marketing & Sales Market 2019-2024 ($M) - Global Industry Research
1.3 Operations Market 2019-2024 ($M) - Global Industry Research
1.4 Human Resources Market 2019-2024 ($M) - Global Industry Research
1.5 Legal Market 2019-2024 ($M) - Global Industry Research
2.Global Data Wrangling Market By Component Market 2019-2024 ($M)
2.1 Tools Market 2019-2024 ($M) - Global Industry Research
2.2 Services Market 2019-2024 ($M) - Global Industry Research
2.2.1 Managed Services Market 2019-2024 ($M)
2.2.2 Professional Services Market 2019-2024 ($M)
3.Global Data Wrangling Market By Deployment Model Market 2019-2024 ($M)
3.1 On-Premises Market 2019-2024 ($M) - Global Industry Research
3.2 Cloud Market 2019-2024 ($M) - Global Industry Research
4.Global Data Wrangling Market By Organization Size Market 2019-2024 ($M)
4.1 Large Enterprises Market 2019-2024 ($M) - Global Industry Research
4.2 Small & Medium-Sized Enterprises Market 2019-2024 ($M) - Global Industry Research
5.Global Data Wrangling Market By Industry Vertical Market 2019-2024 ($M)
5.1 Government & Public Sector Market 2019-2024 ($M) - Global Industry Research
5.2 Healthcare & Life Sciences Market 2019-2024 ($M) - Global Industry Research
5.3 Retail & Ecommerce Market 2019-2024 ($M) - Global Industry Research
5.4 Travel & Hospitality Market 2019-2024 ($M) - Global Industry Research
5.5 Automotive & Transportation Market 2019-2024 ($M) - Global Industry Research
5.6 Energy & Utilities Market 2019-2024 ($M) - Global Industry Research
5.7 Telecommunication & IT Market 2019-2024 ($M) - Global Industry Research
5.8 Manufacturing Market 2019-2024 ($M) - Global Industry Research
6.Global Data Wrangling Market By Business Function Market 2019-2024 (Volume/Units)
6.1 Finance Market 2019-2024 (Volume/Units) - Global Industry Research
6.2 Marketing & Sales Market 2019-2024 (Volume/Units) - Global Industry Research
6.3 Operations Market 2019-2024 (Volume/Units) - Global Industry Research
6.4 Human Resources Market 2019-2024 (Volume/Units) - Global Industry Research
6.5 Legal Market 2019-2024 (Volume/Units) - Global Industry Research
7.Global Data Wrangling Market By Component Market 2019-2024 (Volume/Units)
7.1 Tools Market 2019-2024 (Volume/Units) - Global Industry Research
7.2 Services Market 2019-2024 (Volume/Units) - Global Industry Research
7.2.1 Managed Services Market 2019-2024 (Volume/Units)
7.2.2 Professional Services Market 2019-2024 (Volume/Units)
8.Global Data Wrangling Market By Deployment Model Market 2019-2024 (Volume/Units)
8.1 On-Premises Market 2019-2024 (Volume/Units) - Global Industry Research
8.2 Cloud Market 2019-2024 (Volume/Units) - Global Industry Research
9.Global Data Wrangling Market By Organization Size Market 2019-2024 (Volume/Units)
9.1 Large Enterprises Market 2019-2024 (Volume/Units) - Global Industry Research
9.2 Small & Medium-Sized Enterprises Market 2019-2024 (Volume/Units) - Global Industry Research
10.Global Data Wrangling Market By Industry Vertical Market 2019-2024 (Volume/Units)
10.1 Government & Public Sector Market 2019-2024 (Volume/Units) - Global Industry Research
10.2 Healthcare & Life Sciences Market 2019-2024 (Volume/Units) - Global Industry Research
10.3 Retail & Ecommerce Market 2019-2024 (Volume/Units) - Global Industry Research
10.4 Travel & Hospitality Market 2019-2024 (Volume/Units) - Global Industry Research
10.5 Automotive & Transportation Market 2019-2024 (Volume/Units) - Global Industry Research
10.6 Energy & Utilities Market 2019-2024 (Volume/Units) - Global Industry Research
10.7 Telecommunication & IT Market 2019-2024 (Volume/Units) - Global Industry Research
10.8 Manufacturing Market 2019-2024 (Volume/Units) - Global Industry Research
11.North America Data Wrangling Market By Business Function Market 2019-2024 ($M)
11.1 Finance Market 2019-2024 ($M) - Regional Industry Research
11.2 Marketing & Sales Market 2019-2024 ($M) - Regional Industry Research
11.3 Operations Market 2019-2024 ($M) - Regional Industry Research
11.4 Human Resources Market 2019-2024 ($M) - Regional Industry Research
11.5 Legal Market 2019-2024 ($M) - Regional Industry Research
12.North America Data Wrangling Market By Component Market 2019-2024 ($M)
12.1 Tools Market 2019-2024 ($M) - Regional Industry Research
12.2 Services Market 2019-2024 ($M) - Regional Industry Research
12.2.1 Managed Services Market 2019-2024 ($M)
12.2.2 Professional Services Market 2019-2024 ($M)
13.North America Data Wrangling Market By Deployment Model Market 2019-2024 ($M)
13.1 On-Premises Market 2019-2024 ($M) - Regional Industry Research
13.2 Cloud Market 2019-2024 ($M) - Regional Industry Research
14.North America Data Wrangling Market By Organization Size Market 2019-2024 ($M)
14.1 Large Enterprises Market 2019-2024 ($M) - Regional Industry Research
14.2 Small & Medium-Sized Enterprises Market 2019-2024 ($M) - Regional Industry Research
15.North America Data Wrangling Market By Industry Vertical Market 2019-2024 ($M)
15.1 Government & Public Sector Market 2019-2024 ($M) - Regional Industry Research
15.2 Healthcare & Life Sciences Market 2019-2024 ($M) - Regional Industry Research
15.3 Retail & Ecommerce Market 2019-2024 ($M) - Regional Industry Research
15.4 Travel & Hospitality Market 2019-2024 ($M) - Regional Industry Research
15.5 Automotive & Transportation Market 2019-2024 ($M) - Regional Industry Research
15.6 Energy & Utilities Market 2019-2024 ($M) - Regional Industry Research
15.7 Telecommunication & IT Market 2019-2024 ($M) - Regional Industry Research
15.8 Manufacturing Market 2019-2024 ($M) - Regional Industry Research
16.South America Data Wrangling Market By Business Function Market 2019-2024 ($M)
16.1 Finance Market 2019-2024 ($M) - Regional Industry Research
16.2 Marketing & Sales Market 2019-2024 ($M) - Regional Industry Research
16.3 Operations Market 2019-2024 ($M) - Regional Industry Research
16.4 Human Resources Market 2019-2024 ($M) - Regional Industry Research
16.5 Legal Market 2019-2024 ($M) - Regional Industry Research
17.South America Data Wrangling Market By Component Market 2019-2024 ($M)
17.1 Tools Market 2019-2024 ($M) - Regional Industry Research
17.2 Services Market 2019-2024 ($M) - Regional Industry Research
17.2.1 Managed Services Market 2019-2024 ($M)
17.2.2 Professional Services Market 2019-2024 ($M)
18.South America Data Wrangling Market By Deployment Model Market 2019-2024 ($M)
18.1 On-Premises Market 2019-2024 ($M) - Regional Industry Research
18.2 Cloud Market 2019-2024 ($M) - Regional Industry Research
19.South America Data Wrangling Market By Organization Size Market 2019-2024 ($M)
19.1 Large Enterprises Market 2019-2024 ($M) - Regional Industry Research
19.2 Small & Medium-Sized Enterprises Market 2019-2024 ($M) - Regional Industry Research
20.South America Data Wrangling Market By Industry Vertical Market 2019-2024 ($M)
20.1 Government & Public Sector Market 2019-2024 ($M) - Regional Industry Research
20.2 Healthcare & Life Sciences Market 2019-2024 ($M) - Regional Industry Research
20.3 Retail & Ecommerce Market 2019-2024 ($M) - Regional Industry Research
20.4 Travel & Hospitality Market 2019-2024 ($M) - Regional Industry Research
20.5 Automotive & Transportation Market 2019-2024 ($M) - Regional Industry Research
20.6 Energy & Utilities Market 2019-2024 ($M) - Regional Industry Research
20.7 Telecommunication & IT Market 2019-2024 ($M) - Regional Industry Research
20.8 Manufacturing Market 2019-2024 ($M) - Regional Industry Research
21.Europe Data Wrangling Market By Business Function Market 2019-2024 ($M)
21.1 Finance Market 2019-2024 ($M) - Regional Industry Research
21.2 Marketing & Sales Market 2019-2024 ($M) - Regional Industry Research
21.3 Operations Market 2019-2024 ($M) - Regional Industry Research
21.4 Human Resources Market 2019-2024 ($M) - Regional Industry Research
21.5 Legal Market 2019-2024 ($M) - Regional Industry Research
22.Europe Data Wrangling Market By Component Market 2019-2024 ($M)
22.1 Tools Market 2019-2024 ($M) - Regional Industry Research
22.2 Services Market 2019-2024 ($M) - Regional Industry Research
22.2.1 Managed Services Market 2019-2024 ($M)
22.2.2 Professional Services Market 2019-2024 ($M)
23.Europe Data Wrangling Market By Deployment Model Market 2019-2024 ($M)
23.1 On-Premises Market 2019-2024 ($M) - Regional Industry Research
23.2 Cloud Market 2019-2024 ($M) - Regional Industry Research
24.Europe Data Wrangling Market By Organization Size Market 2019-2024 ($M)
24.1 Large Enterprises Market 2019-2024 ($M) - Regional Industry Research
24.2 Small & Medium-Sized Enterprises Market 2019-2024 ($M) - Regional Industry Research
25.Europe Data Wrangling Market By Industry Vertical Market 2019-2024 ($M)
25.1 Government & Public Sector Market 2019-2024 ($M) - Regional Industry Research
25.2 Healthcare & Life Sciences Market 2019-2024 ($M) - Regional Industry Research
25.3 Retail & Ecommerce Market 2019-2024 ($M) - Regional Industry Research
25.4 Travel & Hospitality Market 2019-2024 ($M) - Regional Industry Research
25.5 Automotive & Transportation Market 2019-2024 ($M) - Regional Industry Research
25.6 Energy & Utilities Market 2019-2024 ($M) - Regional Industry Research
25.7 Telecommunication & IT Market 2019-2024 ($M) - Regional Industry Research
25.8 Manufacturing Market 2019-2024 ($M) - Regional Industry Research
26.APAC Data Wrangling Market By Business Function Market 2019-2024 ($M)
26.1 Finance Market 2019-2024 ($M) - Regional Industry Research
26.2 Marketing & Sales Market 2019-2024 ($M) - Regional Industry Research
26.3 Operations Market 2019-2024 ($M) - Regional Industry Research
26.4 Human Resources Market 2019-2024 ($M) - Regional Industry Research
26.5 Legal Market 2019-2024 ($M) - Regional Industry Research
27.APAC Data Wrangling Market By Component Market 2019-2024 ($M)
27.1 Tools Market 2019-2024 ($M) - Regional Industry Research
27.2 Services Market 2019-2024 ($M) - Regional Industry Research
27.2.1 Managed Services Market 2019-2024 ($M)
27.2.2 Professional Services Market 2019-2024 ($M)
28.APAC Data Wrangling Market By Deployment Model Market 2019-2024 ($M)
28.1 On-Premises Market 2019-2024 ($M) - Regional Industry Research
28.2 Cloud Market 2019-2024 ($M) - Regional Industry Research
29.APAC Data Wrangling Market By Organization Size Market 2019-2024 ($M)
29.1 Large Enterprises Market 2019-2024 ($M) - Regional Industry Research
29.2 Small & Medium-Sized Enterprises Market 2019-2024 ($M) - Regional Industry Research
30.APAC Data Wrangling Market By Industry Vertical Market 2019-2024 ($M)
30.1 Government & Public Sector Market 2019-2024 ($M) - Regional Industry Research
30.2 Healthcare & Life Sciences Market 2019-2024 ($M) - Regional Industry Research
30.3 Retail & Ecommerce Market 2019-2024 ($M) - Regional Industry Research
30.4 Travel & Hospitality Market 2019-2024 ($M) - Regional Industry Research
30.5 Automotive & Transportation Market 2019-2024 ($M) - Regional Industry Research
30.6 Energy & Utilities Market 2019-2024 ($M) - Regional Industry Research
30.7 Telecommunication & IT Market 2019-2024 ($M) - Regional Industry Research
30.8 Manufacturing Market 2019-2024 ($M) - Regional Industry Research
31.MENA Data Wrangling Market By Business Function Market 2019-2024 ($M)
31.1 Finance Market 2019-2024 ($M) - Regional Industry Research
31.2 Marketing & Sales Market 2019-2024 ($M) - Regional Industry Research
31.3 Operations Market 2019-2024 ($M) - Regional Industry Research
31.4 Human Resources Market 2019-2024 ($M) - Regional Industry Research
31.5 Legal Market 2019-2024 ($M) - Regional Industry Research
32.MENA Data Wrangling Market By Component Market 2019-2024 ($M)
32.1 Tools Market 2019-2024 ($M) - Regional Industry Research
32.2 Services Market 2019-2024 ($M) - Regional Industry Research
32.2.1 Managed Services Market 2019-2024 ($M)
32.2.2 Professional Services Market 2019-2024 ($M)
33.MENA Data Wrangling Market By Deployment Model Market 2019-2024 ($M)
33.1 On-Premises Market 2019-2024 ($M) - Regional Industry Research
33.2 Cloud Market 2019-2024 ($M) - Regional Industry Research
34.MENA Data Wrangling Market By Organization Size Market 2019-2024 ($M)
34.1 Large Enterprises Market 2019-2024 ($M) - Regional Industry Research
34.2 Small & Medium-Sized Enterprises Market 2019-2024 ($M) - Regional Industry Research
35.MENA Data Wrangling Market By Industry Vertical Market 2019-2024 ($M)
35.1 Government & Public Sector Market 2019-2024 ($M) - Regional Industry Research
35.2 Healthcare & Life Sciences Market 2019-2024 ($M) - Regional Industry Research
35.3 Retail & Ecommerce Market 2019-2024 ($M) - Regional Industry Research
35.4 Travel & Hospitality Market 2019-2024 ($M) - Regional Industry Research
35.5 Automotive & Transportation Market 2019-2024 ($M) - Regional Industry Research
35.6 Energy & Utilities Market 2019-2024 ($M) - Regional Industry Research
35.7 Telecommunication & IT Market 2019-2024 ($M) - Regional Industry Research
35.8 Manufacturing Market 2019-2024 ($M) - Regional Industry Research

LIST OF FIGURES

1.US Data Wrangling Market Revenue, 2019-2024 ($M)
2.Canada Data Wrangling Market Revenue, 2019-2024 ($M)
3.Mexico Data Wrangling Market Revenue, 2019-2024 ($M)
4.Brazil Data Wrangling Market Revenue, 2019-2024 ($M)
5.Argentina Data Wrangling Market Revenue, 2019-2024 ($M)
6.Peru Data Wrangling Market Revenue, 2019-2024 ($M)
7.Colombia Data Wrangling Market Revenue, 2019-2024 ($M)
8.Chile Data Wrangling Market Revenue, 2019-2024 ($M)
9.Rest of South America Data Wrangling Market Revenue, 2019-2024 ($M)
10.UK Data Wrangling Market Revenue, 2019-2024 ($M)
11.Germany Data Wrangling Market Revenue, 2019-2024 ($M)
12.France Data Wrangling Market Revenue, 2019-2024 ($M)
13.Italy Data Wrangling Market Revenue, 2019-2024 ($M)
14.Spain Data Wrangling Market Revenue, 2019-2024 ($M)
15.Rest of Europe Data Wrangling Market Revenue, 2019-2024 ($M)
16.China Data Wrangling Market Revenue, 2019-2024 ($M)
17.India Data Wrangling Market Revenue, 2019-2024 ($M)
18.Japan Data Wrangling Market Revenue, 2019-2024 ($M)
19.South Korea Data Wrangling Market Revenue, 2019-2024 ($M)
20.South Africa Data Wrangling Market Revenue, 2019-2024 ($M)
21.North America Data Wrangling By Application
22.South America Data Wrangling By Application
23.Europe Data Wrangling By Application
24.APAC Data Wrangling By Application
25.MENA Data Wrangling By Application
26.IBM, Sales /Revenue, 2015-2018 ($Mn/$Bn)
27.Oracle, Sales /Revenue, 2015-2018 ($Mn/$Bn)
28.SAS Institute, Sales /Revenue, 2015-2018 ($Mn/$Bn)
29.Trifacta, Sales /Revenue, 2015-2018 ($Mn/$Bn)
30.Datawatch, Sales /Revenue, 2015-2018 ($Mn/$Bn)
31.Talend, Sales /Revenue, 2015-2018 ($Mn/$Bn)
32.Alteryx, Sales /Revenue, 2015-2018 ($Mn/$Bn)
33.Dataiku, Sales /Revenue, 2015-2018 ($Mn/$Bn)
34.TIBCO Software, Sales /Revenue, 2015-2018 ($Mn/$Bn)
35.Paxata, Sales /Revenue, 2015-2018 ($Mn/$Bn)
36.Informatica, Sales /Revenue, 2015-2018 ($Mn/$Bn)
37.Hitachi Vantara, Sales /Revenue, 2015-2018 ($Mn/$Bn)
38.Teradata, Sales /Revenue, 2015-2018 ($Mn/$Bn)
39.Brillio, Sales /Revenue, 2015-2018 ($Mn/$Bn)
40.Onedot, Sales /Revenue, 2015-2018 ($Mn/$Bn)
41.TMMData, Sales /Revenue, 2015-2018 ($Mn/$Bn)
42.Datameer, Sales /Revenue, 2015-2018 ($Mn/$Bn)
43.Cooladata, Sales /Revenue, 2015-2018 ($Mn/$Bn)
44.Unifi Software, Sales /Revenue, 2015-2018 ($Mn/$Bn)
45.Rapid Insight, Sales /Revenue, 2015-2018 ($Mn/$Bn)
46.Infogix, Sales /Revenue, 2015-2018 ($Mn/$Bn)
47.Zaloni, Sales /Revenue, 2015-2018 ($Mn/$Bn)
48.Impetus, Sales /Revenue, 2015-2018 ($Mn/$Bn)
49.Ideata Analytics, Sales /Revenue, 2015-2018 ($Mn/$Bn)