Data Wrangling

Global Market Trajectory & Analytics

MCP11464

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DATE

JAN 2022

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123

PAGES

193

EDITION

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USD 4950

CODE

MCP11464


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HIGHLIGHTS & REPORT INDEX

Global Data Wrangling Market to Reach $4.4 Billion by 2026

Amid the COVID-19 crisis, the global market for Data Wrangling estimated at US$1.5 Billion in the year 2020, is projected to reach a revised size of US$4.4 Billion by 2026, growing at a CAGR of 19.5% over the analysis period. Tools, one of the segments analyzed in the report, is projected to record a 20.5% CAGR and reach US$3.9 Billion by the end of the analysis period. After a thorough analysis of the business implications of the pandemic and its induced economic crisis, growth in the Services segment is readjusted to a revised 17.3% CAGR for the next 7-year period.

The U.S. Market is Estimated at $549.1 Million in 2021, While China is Forecast to Reach $769.5 Million by 2026

The Data Wrangling market in the U.S. is estimated at US$549.1 Million in the year 2021. China, the world`s second largest economy, is forecast to reach a projected market size of US$769.5 Million by the year 2026 trailing a CAGR of 18.7% over the analysis period. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 17.7% and 16.7% respectively over the analysis 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, Telecom & IT, Retail & E-Commerce, 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
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 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 2020 through 2027 and % CAGR
World 7-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 2020 & 2027
World 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 2020 through 2027 and % CAGR
World 7-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 2020 & 2027
World 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 2020 through 2027 and % CAGR
World 7-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 2020 & 2027
World 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 2020 through 2027 and % CAGR
World 7-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 2020 & 2027
World 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 2020 through 2027 and % CAGR
World 7-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 2020 & 2027
World 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 2020 through 2027 and % CAGR
World 7-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 2020 & 2027
World Current & Future Analysis for Telecom & IT 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 2020 through 2027 and % CAGR
World 7-Year Perspective for Telecom & IT by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for Retail & E-Commerce 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 2020 through 2027 and % CAGR
World 7-Year Perspective for Retail & E-Commerce by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World 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 2020 through 2027 and % CAGR
World 7-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 2020 & 2027
World 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 2020 through 2027 and % CAGR
World 7-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 2020 & 2027
World 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 2020 through 2027 and % CAGR
World 7-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 2020 & 2027
UNITED STATES
USA Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
USA 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
USA Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
USA 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
USA Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
USA 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
CANADA
Canada Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Canada 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
Canada Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Canada 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
Canada Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Canada 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
JAPAN
Japan Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Japan 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
Japan Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Japan 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
Japan Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Japan 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
CHINA
China Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
China 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
China Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
China 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
China Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
China 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
EUROPE
Europe 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 2020 through 2027 and % CAGR
Europe 7-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 2020 & 2027
Europe Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Europe 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
Europe Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Europe 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
Europe Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Europe 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
FRANCE
France Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
France 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
France Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
France 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
France Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
France 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
GERMANY
Germany Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Germany 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
Germany Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Germany 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
Germany Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Germany 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
ITALY
Italy Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Italy 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
Italy Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Italy 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
Italy Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Italy 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
UNITED KINGDOM
UK Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
UK 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
UK Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
UK 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
UK Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
UK 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
REST OF EUROPE
Rest of Europe Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of Europe 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
Rest of Europe Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of Europe 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
Rest of Europe Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of Europe 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
ASIA-PACIFIC
Asia-Pacific Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Asia-Pacific 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
Asia-Pacific Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Asia-Pacific 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
Asia-Pacific Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Asia-Pacific 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
REST OF WORLD
Rest of World Current & Future Analysis for Data Wrangling by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of World 7-Year Perspective for Data Wrangling by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2020 & 2027
Rest of World Current & Future Analysis for Data Wrangling by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of World 7-Year Perspective for Data Wrangling by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2020 & 2027
Rest of World Current & Future Analysis for Data Wrangling by Vertical - BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of World 7-Year Perspective for Data Wrangling by Vertical - Percentage Breakdown of Value Sales for BFSI, Telecom & IT, Retail & E-Commerce, Travel & Hospitality, Government and Other Verticals for the Years 2020 & 2027
Total Companies Profiled: 44

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