Data Wrangling

World Market Report

MCP11464

EXECUTIVE ENGAGEMENTS

POOL

20361
Number of executives repeatedly engaged by snail & email outreach

INTERACTIONS

1832
Interactions with Platform & by Email

PARTICIPANTS

407
Unique # Participated

VALIDATIONS

84
Responses Validated*

COMPANIES

44
Responses Validated*
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DATE

JAN 2023

TABLES

123

PAGES

193

EDITION

9

PRICE

USD 4950

CODE

MCP11464


COMPETITIVE METRICS

COMPETITORS (ALPHABETICAL)

RANK

(S/A/N/T)

%

VALIDATED RESEARCH *

* S = Strong; A = Active; N = Niche; T= Trivial (<1%)
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HIGHLIGHTS & REPORT INDEX

What`s New for 2023?

»Special coverage on Russia-Ukraine war; global inflation; easing of "zero-Covid" policy in China and its `bumpy` reopening; supply chain disruptions, global trade tensions; and risk of recession.
»Global competitiveness and key competitor percentage market shares
» Market presence across multiple geographies - Strong/Active/Niche/Trivial
»Online interactive peer-to-peer collaborative bespoke updates
»Access to our digital archives and MarketGlass Research Platform
»Complimentary updates for one year

Looking Ahead to 2023

The global economy is at a critical crossroads with a number of interlocking challenges and crises running in parallel. The uncertainty around how Russia`s war on Ukraine will play out this year and the war`s role in creating global instability means that the trouble on the inflation front is not over yet. Food and fuel inflation will remain a persistent economic problem. Higher retail inflation will impact consumer confidence and spending. As governments combat inflation by raising interest rates, new job creation will slowdown and impact economic activity and growth. Lower capital expenditure is in the offing as companies go slow on investments, held back by inflation worries and weaker demand. With slower growth and high inflation, developed markets seem primed to enter into a recession. Fears of new COVID outbreaks and China’s already uncertain post-pandemic path poses a real risk of the world experiencing more acute supply chain pain and manufacturing disruptions this year. Volatile financial markets, growing trade tensions, stricter regulatory environment and pressure to mainstream climate change into economic decisions will compound the complexity of challenges faced. Year 2023 is expected to be tough year for most markets, investors and consumers. Nevertheless, there is always opportunity for businesses and their leaders who can chart a path forward with resilience and adaptability.

Global Data Wrangling Market to Reach $7 Billion by 2030
In the changed post COVID-19 business landscape, the global market for Data Wrangling estimated at US$1.6 Billion in the year 2022, is projected to reach a revised size of US$7 Billion by 2030, growing at aCAGR of 19.9% over the period 2022-2030. Tools, one of the segments analyzed in the report, is projected to record 20.8% CAGR and reach US$5.1 Billion by the end of the analysis period. Taking into account the ongoing post pandemic recovery, growth in the Services segment is readjusted to a revised 17.6% CAGR for the next 8-year period.

The U.S. Market is Estimated at $482.5 Million, While China is Forecast to Grow at 18.6% CAGR
The Data Wrangling market in the U.S. is estimated at US$482.5 Million in the year 2022. China, the world`s second largest economy, is forecast to reach a projected market size of US$1.2 Billion by the year 2030 trailing a CAGR of 18.6% over the analysis period 2022 to 2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 18.4% and 17% respectively over the 2022-2030 period. Within Europe, Germany is forecast to grow at approximately 14.2% CAGR.

SELECT PLAYERS

Alteryx, Inc.; Brillio; Cooladata Ltd.; Dataiku, Inc; Datameer, Inc.; Hitachi Vantara Corporation; IBM Corporation; Ideata Analytics; Impetus Technologies; Infogix; Informatica, LLC; Innovative Routines International (IRI); Onedot AG; Oracle Corporation; Paxata; Rapid Insight.; SAS Institute, Inc.; Talend SA; Teradata Corporation; TIBCO Software, Inc.; TMMData; Trifacta; Unifi Software

SEGMENTS

» Component (Tools, Services) » Deployment (Cloud, On-Premise) » Vertical (BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government, Other Verticals)

GEOGRAPHIES

» World » United States » Canada » Japan » China » Europe » France » Germany » Italy » United Kingdom » and Rest of Europe » Asia-Pacific » Rest of World

TABLE OF CONTENTS

1. MARKET OVERVIEW
Influencer Market Insights
World Market Trajectories
Data Wrangling – Global Key Competitors Percentage Market Share in 2022 (E)
Data Wrangling Competitor Market Share Scenario Worldwide (in %): 2019 & 2025
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2022 (E)
Impact of Covid-19 and a Looming Global Recession
Product Overview
Data Wrangling, A Definition
Types of Data Wrangling
Data Wrangling Process
Data Wrangling Tools: A Review
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Emergence of Big Data & the Need for Advanced Analytics Algorithms Provides the Foundation for Growth in the Market
Swallowed by Big Data, Data Wrangling is the Key to Maximize Data Intelligence
As a Precursor to Analytics Workflows, Data Wrangling to Richly Benefit From the Rise of Big Data Across Myriad Industry Verticals: Global Volume of Big Data Created Worldwide (In Zettabytes) for the Years 2015, 2020 and 2025
Growing Importance of Data Analytics & Increased Investments in Big Data Tools in an Increasingly Data Driven World
Robust Investments in Big Data Analytics Bodes Well for the Growth & Adoption of Data Wrangling: Global Big Data & Business Analytics (In US$ Billion) for the Years 2017, 2019, 2022 and 2024
Data Preparation Storms Into the Spotlight as the Prime Beneficiary of Big Data Explosion & the Ensuing Focus on Data Analytics
Growing Urgency to Integrate AI & ML Technologies into Data Analytics Drive the Need for Data Wrangling
As Artificial Intelligence & Machine Learning Pervades Every Aspect of Modern Life Including Business Intelligence, Data Wrangling Catapults in Commercial Value: Global Artificial Intelligence Market (In US$ Million) for the Years 2017, 2019, 2022 and 2024
Successful Digitalization of Business Models to Spearhead Growth by Widening the Playing Field for Data Wrangling Tools
Digitalization of Healthcare Brings Out Healthcare & Life Sciences as the Fastest Growing End-Use Market
Ongoing Focus on Successful Digitalization of Business Models to Spur the Importance of Data Wrangling in Making Raw Digital Data Usable: Global Digital Transformation Market (In US$ Billion) for the Years 2017, 2019, 2022 and 2024
Global Industry Digitalization Index Score by Industry Group for the Year 2018
Astounding Financial Benefit of Digitalization Accelerates Digitalization Programs Among Industries Worldwide: Global Cumulative Value of Digitalization by Industry (In US$ Billion) for the Period 2016 to 2025
Cloud Data Wrangling Emerges to the Forefront Supported by Unrivalled Benefits
Supported by Tangible Benefits that Can Now be Measured, Adoption of Cloud & the Proliferation of XaaS Bodes Well for Cloud Based Data Wrangling Services: Business Benefits of Cloud Measured in Percentages by Type of Benefit Offered
Data Wrangling Emerges as the Bridge to Realize the Full Potential of IoT Big Data by Making Unorganized IoT Data Structured, Meaningful & Usable
Exploding Ecosystem of IoT Devices Drives the Critical Need for Pre-Processing of Device Data: Global Number of IoT Enabled Devices: Global Number of Active IoT Connected Devices Worldwide (In Billion Units) for the Years 2015, 2017, 2019, 2022, 2024 and 2026
Robust Hadoop Deployment Drives Demand for Data Wrangling for Data Preparation Work in Hadoop
Expanding Hadoop Market to Push Up Data Cleansing Needs and Spur Demand for Data Wrangling: Global Market for Hadoop (In US$ Billion) for the Years 2017, 2019, 2022
Growing Role of Data Science in Data Driven Smart Cities Expands the Addressable Market Opportunity for Data Wrangling
Expanding Base of Connected Things in Smart Cities & the Volume IoT Data Generated Creates Lucrative Opportunities for Technologies Needed to Turn Smart City Big Data into Insight: Global Installed Base of Connected Devices in Smart Cities (In Billion) for the Years 2015, 2017 & 2019
4. GLOBAL MARKET PERSPECTIVE
World Recent Past, Current & Future Analysis for Data Wrangling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for Data Wrangling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2023 & 2030
World Recent Past, Current & Future Analysis for Tools by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for Tools by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
World Recent Past, Current & Future Analysis for Travel & Hospitality by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for Travel & Hospitality by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
World Recent Past, Current & Future Analysis for Government by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for Government by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
World Data Wrangling Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030
World Recent Past, Current & Future Analysis for Retail & eCommerce by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for Retail & eCommerce by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
World Recent Past, Current & Future Analysis for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
World 8-Year Perspective for IT & Telecom by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
UNITED STATES
Data Wrangling Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2023 (E)
USA Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
USA 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
USA Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
USA 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
USA Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
USA 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
CANADA
Canada Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Canada 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
Canada Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Canada 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
Canada Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Canada 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
JAPAN
Data Wrangling Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2023 (E)
Japan Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Japan 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
Japan Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Japan 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
Japan Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Japan 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
CHINA
Data Wrangling Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2023 (E)
China Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
China 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
China Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
China 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
China Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
China 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
EUROPE
Data Wrangling Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2023 (E)
Europe Recent Past, Current & Future Analysis for Data Wrangling by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030 and % CAGR
Europe 8-Year Perspective for Data Wrangling by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2023 & 2030
Europe Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Europe 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
Europe Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Europe 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
Europe Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Europe 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
FRANCE
Data Wrangling Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2023 (E)
France Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
France 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
France Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
France 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
France Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
France 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
GERMANY
Data Wrangling Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2023 (E)
Germany Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Germany 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
Germany Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Germany 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
Germany Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Germany 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
ITALY
Italy Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Italy 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
Italy Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Italy 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
Italy Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Italy 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
UNITED KINGDOM
Data Wrangling Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2023 (E)
UK Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
UK 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
UK Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
UK 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
UK Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
UK 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
REST OF EUROPE
Rest of Europe Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Rest of Europe 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
Rest of Europe Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Rest of Europe 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
Rest of Europe Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Rest of Europe 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
ASIA-PACIFIC
Data Wrangling Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2023 (E)
Asia-Pacific Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Asia-Pacific 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
Asia-Pacific Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Asia-Pacific 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
Asia-Pacific Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Asia-Pacific 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030
REST OF WORLD
Rest of World Recent Past, Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Rest of World 8-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2023 & 2030
Rest of World Recent Past, Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Rest of World 8-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
Rest of World Recent Past, Current & Future Analysis for Data Wrangling by Vertical - BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2022 through 2030 and % CAGR
Rest of World 8-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Retail & eCommerce, IT & Telecom, Travel & Hospitality, Government and Other Verticals for the Years 2023 & 2030

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