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资料整理市场：2023-2028 年全球产业趋势、份额、规模、成长、机会与预测

Data Wrangling Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028
出版日期: | 出版商: IMARC | 英文 149 Pages | 商品交期: 2-3个工作天内

价格

抽象的

2022年，全球资料争用市场规模达到26亿美元。展望未来， IMARC Group预计到2028年市场规模将达到65亿美元，2022-2028年复合年增长率（CAGR）为16.50%。

资料整理是指对无组织的资料进行转换和映射，以获得有意义的分析见解。它涉及使用先进演算法清理、重组和增强原始资料，以实现资料视觉化和聚合。资料整理工具和解决方案可以部署在本地或云端。处理后的资料进一步用于高阶任务，例如人工智慧 (AI)、机器学习 (ML) 和资料分析。此外，它还可以用于优化各种业务功能，例如财务、行销、销售、营运和人力资源 (HR)。因此，资料整理解决方案在各个行业中得到了广泛的应用，包括银行、金融服务和保险 (BFSI)、医疗保健、零售、媒体、製造和资讯科技 (IT)。

数据争论市场趋势：

IT 产业的显着成长，以及对资料处理和清理的有效工具和软体的需求不断增加，是创造积极市场前景的关键因素之一。此外，消费者对资料准确性的担忧日益增加，对资料整理解决方案的需求也不断增加。小型、中型和大型组织使用这些解决方案来过滤低品质资料、视觉化分布和不一致情况并改善组织流程。据此，BFSI 机构使用资料整理流程来提高资料安全性、组织半结构化和非结构化资料并优化网路银行入口网站。此外，各种技术进步，例如巨量资料和边缘运算解决方案的部署，也是其他成长诱导因素。这些技术有助于即时预测和监控可能对组织运作产生直接影响的事件。其他因素，包括快速数位化以及广泛的研发 (R&D) 活动，预计将推动市场成长。

本报告回答的关键问题

  • 2022 年全球资料整理市场的规模有多大？
  • 2023-2028 年全球资料整理市场的预期成长率是多少？
  • 推动全球资料整理市场的关键因素是什么？
  • COVID-19 对全球资料整理市场有何影响？
  • 基于组件的全球资料争用市场的细分是什么？
  • 全球资料整理市场依部署模式划分是怎样的？
  • 依组织规模，全球资料整理市场的细分如何？
  • 基于业务功能的全球资料整理市场的细分是什么？
  • 基于垂直产业的全球资料争用市场的细分如何？
  • 全球资料整理市场的关键区域有哪些？
  • 谁是全球资料整理市场的主要参与者/公司？

目录

第一章：前言

第 2 章：范围与方法

  • 研究目的
  • 利害关係人
  • 资料来源
    • 主要资源
    • 二手资料
  • 市场预测
    • 自下而上的方法
    • 自上而下的方法
  • 预测方法

第 3 章：执行摘要

第 4 章：简介

  • 概述
  • 主要行业趋势

第 5 章：全球数据争用市场

  • 市场概况
  • 市场业绩
  • COVID-19 的影响
  • 市场预测

第 6 章：按成分分類的市场区隔

  • 解决方案
    • 市场走向
    • 市场预测
  • 服务
    • 市场走向
    • 市场预测

第 7 章：按部署模式分類的市场区隔

  • 本地
    • 市场走向
    • 市场预测
  • 基于云端
    • 市场走向
    • 市场预测

第 8 章：依组织规模分類的市场

  • 大型企业
    • 市场走向
    • 市场预测
  • 中小企业
    • 市场走向
    • 市场预测

第 9 章：依业务功能分類的市场区隔

  • 金融
    • 市场走向
    • 市场预测
  • 行销与销售
    • 市场走向
    • 市场预测
  • 营运
    • 市场走向
    • 市场预测
  • 人力资源
    • 市场走向
    • 市场预测

第 10 章：按产业垂直分類的市场区隔

  • BFSI
    • 市场走向
    • 市场预测
  • 政府和公共部门
    • 市场走向
    • 市场预测
  • 医疗保健和生命科学
    • 市场走向
    • 市场预测
  • 零售及电子商务
    • 市场走向
    • 市场预测
  • 媒体和娱乐
    • 市场走向
    • 市场预测
  • 资讯科技和电信
    • 市场走向
    • 市场预测
  • 製造业
    • 市场走向
    • 市场预测
  • 其他的
    • 市场走向
    • 市场预测

第 11 章：按地区分類的市场细分

  • 北美洲
    • 美国
      • 市场走向
      • 市场预测
    • 加拿大
      • 市场走向
      • 市场预测
  • 亚太
    • 中国
      • 市场走向
      • 市场预测
    • 日本
      • 市场走向
      • 市场预测
    • 印度
      • 市场走向
      • 市场预测
    • 韩国
      • 市场走向
      • 市场预测
    • 澳洲
      • 市场走向
      • 市场预测
    • 印尼
      • 市场走向
      • 市场预测
    • 其他的
      • 市场走向
      • 市场预测
  • 欧洲
    • 德国
      • 市场走向
      • 市场预测
    • 法国
      • 市场走向
      • 市场预测
    • 英国
      • 市场走向
      • 市场预测
    • 义大利
      • 市场走向
      • 市场预测
    • 西班牙
      • 市场走向
      • 市场预测
    • 俄罗斯
      • 市场走向
      • 市场预测
    • 其他的
      • 市场走向
      • 市场预测
  • 拉丁美洲
    • 巴西
      • 市场走向
      • 市场预测
    • 墨西哥
      • 市场走向
      • 市场预测
    • 其他的
      • 市场走向
      • 市场预测
  • 中东和非洲
    • 市场走向
    • 按国家/地区分類的市场细分
    • 市场预测

第 12 章：SWOT 分析

  • 概述
  • 优势
  • 弱点
  • 机会
  • 威胁

第 13 章：价值链分析

第 14 章：波特五力分析

  • 概述
  • 买家的议价能力
  • 供应商的议价能力
  • 竞争程度
  • 新进入者的威胁
  • 替代品的威胁

第 15 章：价格分析

第16章：竞争格局

  • 市场结构
  • 关键参与者
  • 关键参与者简介
    • ALTERYX INC.
    • Altair Engineering Inc.
    • Hitachi Vantara Corporation
    • Impetus Technologies Inc.
    • International Business Machines Corporation
    • Oracle Corporation
    • SAS Institute Inc.
    • Teradata Corporation
    • TIBCO Software Inc
    • Trifacta Software Inc.
Product Code: SR112023A4145

Abstract

The global data wrangling market size reached US$ 2.6 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 6.5 Billion by 2028, exhibiting a growth rate (CAGR) of 16.50% during 2022-2028.

Data wrangling refers to the transformation and mapping of unorganized data to gain meaningful analytical insights. It involves cleaning, restructuring and enhancing raw data for data visualization and aggregation using advanced algorithms. Data wrangling tools and solutions can be deployed on-premises or on the cloud. The processed data is further utilized for advanced tasks, such as artificial intelligence (AI), machine learning (ML) and data analytics. In addition, it can also be used for optimizing various business functions, such as finance, marketing, sales, operation and human resources (HR). As a result, data wrangling solutions find extensive applications across various industries, including banking, financial services and insurance (BFSI), healthcare, retail, media, manufacturing and information technology (IT).

Data Wrangling Market Trends:

Significant growth in the IT industry, along with the increasing demand for effective tools and software for data processing and cleaning, is one of the key factors creating a positive outlook for the market. Moreover, rising concerns regarding data veracity among the consumers are escalating the demand for data wrangling solutions. Small, medium and large-scale organizations use these solutions to filter low-quality data, visualize distributions and inconsistencies and improve the organizational processes. In line with this, BFSI institutions use data wrangling processes to improve data security, organize semi-structured and unstructured data and optimize online banking portals. Additionally, various technological advancements, such as the deployment of big data and edge computing solutions, are acting as other growth-inducing factors. These technologies facilitate real-time forecasting and monitoring of incidents that may have a direct impact on the functioning of the organizations. Other factors, including rapid digitization, along with extensive research and development (R&D) activities, are anticipated to drive the market toward growth.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global data wrangling market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on component, deployment mode, organization size, business function and industry vertical.

Breakup by Component:

Solution

Service

Breakup by Deployment Mode:

On-premises

Cloud-based

Breakup by Organization Size:

Large Enterprises

Small and Medium Enterprises

Breakup by Business Function:

Finance

Marketing and Sales

Operations

Human Resources

Breakup by Industry Vertical:

BFSI

Government and Public Sector

Healthcare and Life Science

Retail and E-commerce

Media and Entertainment

IT and Telecom

Manufacturing

Others

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being ALTERYX INC., Altair Engineering Inc., Hitachi Vantara Corporation, Impetus Technologies Inc., International Business Machines Corporation, Oracle Corporation, SAS Institute Inc., Teradata Corporation, TIBCO Software Inc and Trifacta Software Inc.

Key Questions Answered in This Report

  • 1. What was the size of the global data wrangling market in 2022?
  • 2. What is the expected growth rate of the global data wrangling market during 2023-2028?
  • 3. What are the key factors driving the global data wrangling market?
  • 4. What has been the impact of COVID-19 on the global data wrangling market?
  • 5. What is the breakup of the global data wrangling market based on the component?
  • 6. What is the breakup of the global data wrangling market based on the deployment mode?
  • 7. What is the breakup of the global data wrangling market based on organization size?
  • 8. What is the breakup of the global data wrangling market based on the business function?
  • 9. What is the breakup of the global data wrangling market based on the industry vertical?
  • 10. What are the key regions in the global data wrangling market?
  • 11. Who are the key players/companies in the global data wrangling market?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Data Wrangling Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Component

  • 6.1 Solution
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Service
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast

7 Market Breakup by Deployment Mode

  • 7.1 On-premises
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Cloud-based
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast

8 Market Breakup by Organization Size

  • 8.1 Large Enterprises
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Small and Medium Enterprises
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast

9 Market Breakup by Business Function

  • 9.1 Finance
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Marketing and Sales
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast
  • 9.3 Operations
    • 9.3.1 Market Trends
    • 9.3.2 Market Forecast
  • 9.4 Human Resources
    • 9.4.1 Market Trends
    • 9.4.2 Market Forecast

10 Market Breakup by Industry Vertical

  • 10.1 BFSI
    • 10.1.1 Market Trends
    • 10.1.2 Market Forecast
  • 10.2 Government and Public Sector
    • 10.2.1 Market Trends
    • 10.2.2 Market Forecast
  • 10.3 Healthcare and Life Science
    • 10.3.1 Market Trends
    • 10.3.2 Market Forecast
  • 10.4 Retail and E-commerce
    • 10.4.1 Market Trends
    • 10.4.2 Market Forecast
  • 10.5 Media and Entertainment
    • 10.5.1 Market Trends
    • 10.5.2 Market Forecast
  • 10.6 IT and Telecom
    • 10.6.1 Market Trends
    • 10.6.2 Market Forecast
  • 10.7 Manufacturing
    • 10.7.1 Market Trends
    • 10.7.2 Market Forecast
  • 10.8 Others
    • 10.8.1 Market Trends
    • 10.8.2 Market Forecast

11 Market Breakup by Region

  • 11.1 North America
    • 11.1.1 United States
      • 11.1.1.1 Market Trends
      • 11.1.1.2 Market Forecast
    • 11.1.2 Canada
      • 11.1.2.1 Market Trends
      • 11.1.2.2 Market Forecast
  • 11.2 Asia-Pacific
    • 11.2.1 China
      • 11.2.1.1 Market Trends
      • 11.2.1.2 Market Forecast
    • 11.2.2 Japan
      • 11.2.2.1 Market Trends
      • 11.2.2.2 Market Forecast
    • 11.2.3 India
      • 11.2.3.1 Market Trends
      • 11.2.3.2 Market Forecast
    • 11.2.4 South Korea
      • 11.2.4.1 Market Trends
      • 11.2.4.2 Market Forecast
    • 11.2.5 Australia
      • 11.2.5.1 Market Trends
      • 11.2.5.2 Market Forecast
    • 11.2.6 Indonesia
      • 11.2.6.1 Market Trends
      • 11.2.6.2 Market Forecast
    • 11.2.7 Others
      • 11.2.7.1 Market Trends
      • 11.2.7.2 Market Forecast
  • 11.3 Europe
    • 11.3.1 Germany
      • 11.3.1.1 Market Trends
      • 11.3.1.2 Market Forecast
    • 11.3.2 France
      • 11.3.2.1 Market Trends
      • 11.3.2.2 Market Forecast
    • 11.3.3 United Kingdom
      • 11.3.3.1 Market Trends
      • 11.3.3.2 Market Forecast
    • 11.3.4 Italy
      • 11.3.4.1 Market Trends
      • 11.3.4.2 Market Forecast
    • 11.3.5 Spain
      • 11.3.5.1 Market Trends
      • 11.3.5.2 Market Forecast
    • 11.3.6 Russia
      • 11.3.6.1 Market Trends
      • 11.3.6.2 Market Forecast
    • 11.3.7 Others
      • 11.3.7.1 Market Trends
      • 11.3.7.2 Market Forecast
  • 11.4 Latin America
    • 11.4.1 Brazil
      • 11.4.1.1 Market Trends
      • 11.4.1.2 Market Forecast
    • 11.4.2 Mexico
      • 11.4.2.1 Market Trends
      • 11.4.2.2 Market Forecast
    • 11.4.3 Others
      • 11.4.3.1 Market Trends
      • 11.4.3.2 Market Forecast
  • 11.5 Middle East and Africa
    • 11.5.1 Market Trends
    • 11.5.2 Market Breakup by Country
    • 11.5.3 Market Forecast

12 SWOT Analysis

  • 12.1 Overview
  • 12.2 Strengths
  • 12.3 Weaknesses
  • 12.4 Opportunities
  • 12.5 Threats

13 Value Chain Analysis

14 Porters Five Forces Analysis

  • 14.1 Overview
  • 14.2 Bargaining Power of Buyers
  • 14.3 Bargaining Power of Suppliers
  • 14.4 Degree of Competition
  • 14.5 Threat of New Entrants
  • 14.6 Threat of Substitutes

15 Price Analysis

16 Competitive Landscape

  • 16.1 Market Structure
  • 16.2 Key Players
  • 16.3 Profiles of Key Players
    • 16.3.1 ALTERYX INC.
      • 16.3.1.1 Company Overview
      • 16.3.1.2 Product Portfolio
      • 16.3.1.3 Financials
    • 16.3.2 Altair Engineering Inc.
      • 16.3.2.1 Company Overview
      • 16.3.2.2 Product Portfolio
      • 16.3.2.3 Financials
      • 16.3.2.4 SWOT Analysis
    • 16.3.3 Hitachi Vantara Corporation
      • 16.3.3.1 Company Overview
      • 16.3.3.2 Product Portfolio
    • 16.3.4 Impetus Technologies Inc.
      • 16.3.4.1 Company Overview
      • 16.3.4.2 Product Portfolio
    • 16.3.5 International Business Machines Corporation
      • 16.3.5.1 Company Overview
      • 16.3.5.2 Product Portfolio
      • 16.3.5.3 Financials
      • 16.3.5.4 SWOT Analysis
    • 16.3.6 Oracle Corporation
      • 16.3.6.1 Company Overview
      • 16.3.6.2 Product Portfolio
      • 16.3.6.3 Financials
      • 16.3.6.4 SWOT Analysis
    • 16.3.7 SAS Institute Inc.
      • 16.3.7.1 Company Overview
      • 16.3.7.2 Product Portfolio
      • 16.3.7.3 SWOT Analysis
    • 16.3.8 Teradata Corporation
      • 16.3.8.1 Company Overview
      • 16.3.8.2 Product Portfolio
      • 16.3.8.3 Financials
      • 16.3.8.4 SWOT Analysis
    • 16.3.9 TIBCO Software Inc
      • 16.3.9.1 Company Overview
      • 16.3.9.2 Product Portfolio
      • 16.3.9.3 SWOT Analysis
    • 16.3.10 Trifacta Software Inc.
      • 16.3.10.1 Company Overview
      • 16.3.10.2 Product Portfolio

List of Figures

  • Figure 1: Global: Data Wrangling Market: Major Drivers and Challenges
  • Figure 2: Global: Data Wrangling Market: Sales Value (in Billion US$), 2017-2022
  • Figure 3: Global: Data Wrangling Market Forecast: Sales Value (in Billion US$), 2023-2028
  • Figure 4: Global: Data Wrangling Market: Breakup by Component (in %), 2022
  • Figure 5: Global: Data Wrangling Market: Breakup by Deployment Mode (in %), 2022
  • Figure 6: Global: Data Wrangling Market: Breakup by Organization Size (in %), 2022
  • Figure 7: Global: Data Wrangling Market: Breakup by Business Function (in %), 2022
  • Figure 8: Global: Data Wrangling Market: Breakup by Industry Vertical (in %), 2022
  • Figure 9: Global: Data Wrangling Market: Breakup by Region (in %), 2022
  • Figure 10: Global: Data Wrangling (Solution) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 11: Global: Data Wrangling (Solution) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 12: Global: Data Wrangling (Service) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 13: Global: Data Wrangling (Service) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 14: Global: Data Wrangling (On-premises) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 15: Global: Data Wrangling (On-premises) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 16: Global: Data Wrangling (Cloud-based) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 17: Global: Data Wrangling (Cloud-based) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 18: Global: Data Wrangling (Large Enterprises) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 19: Global: Data Wrangling (Large Enterprises) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 20: Global: Data Wrangling (Small and Medium Enterprises) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 21: Global: Data Wrangling (Small and Medium Enterprises) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 22: Global: Data Wrangling (Finance) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 23: Global: Data Wrangling (Finance) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 24: Global: Data Wrangling (Marketing and Sales) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 25: Global: Data Wrangling (Marketing and Sales) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 26: Global: Data Wrangling (Operations) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 27: Global: Data Wrangling (Operations) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 28: Global: Data Wrangling (Human Resources) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 29: Global: Data Wrangling (Human Resources) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 30: Global: Data Wrangling (BFSI) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 31: Global: Data Wrangling (BFSI) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 32: Global: Data Wrangling (Government and Public Sector) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 33: Global: Data Wrangling (Government and Public Sector) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 34: Global: Data Wrangling (Healthcare and Life Science) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 35: Global: Data Wrangling (Healthcare and Life Science) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 36: Global: Data Wrangling (Retail and E-commerce) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 37: Global: Data Wrangling (Retail and E-commerce) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 38: Global: Data Wrangling (Media and Entertainment) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 39: Global: Data Wrangling (Media and Entertainment) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 40: Global: Data Wrangling (IT and Telecom) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 41: Global: Data Wrangling (IT and Telecom) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 42: Global: Data Wrangling (Manufacturing) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 43: Global: Data Wrangling (Manufacturing) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 44: Global: Data Wrangling (Other Industry Verticals) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 45: Global: Data Wrangling (Other Industry Verticals) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 46: North America: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 47: North America: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 48: United States: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 49: United States: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 50: Canada: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 51: Canada: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 52: Asia-Pacific: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 53: Asia-Pacific: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 54: China: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 55: China: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 56: Japan: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 57: Japan: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 58: India: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 59: India: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 60: South Korea: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 61: South Korea: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 62: Australia: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 63: Australia: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 64: Indonesia: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 65: Indonesia: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 66: Others: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 67: Others: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 68: Europe: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 69: Europe: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 70: Germany: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 71: Germany: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 72: France: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 73: France: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 74: United Kingdom: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 75: United Kingdom: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 76: Italy: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 77: Italy: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 78: Spain: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 79: Spain: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 80: Russia: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 81: Russia: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 82: Others: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 83: Others: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 84: Latin America: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 85: Latin America: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 86: Brazil: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 87: Brazil: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 88: Mexico: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 89: Mexico: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 90: Others: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 91: Others: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 92: Middle East and Africa: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 93: Middle East and Africa: Data Wrangling Market: Breakup by Country (in %), 2022
  • Figure 94: Middle East and Africa: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 95: Global: Data Wrangling Industry: SWOT Analysis
  • Figure 96: Global: Data Wrangling Industry: Value Chain Analysis
  • Figure 97: Global: Data Wrangling Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Data Wrangling Market: Key Industry Highlights, 2022 and 2028
  • Table 2: Global: Data Wrangling Market Forecast: Breakup by Component (in Million US$), 2023-2028
  • Table 3: Global: Data Wrangling Market Forecast: Breakup by Deployment Mode (in Million US$), 2023-2028
  • Table 4: Global: Data Wrangling Market Forecast: Breakup by Organization Size (in Million US$), 2023-2028
  • Table 5: Global: Data Wrangling Market Forecast: Breakup by Business Function (in Million US$), 2023-2028
  • Table 6: Global: Data Wrangling Market Forecast: Breakup by Industry Vertical (in Million US$), 2023-2028
  • Table 7: Global: Data Wrangling Market Forecast: Breakup by Region (in Million US$), 2023-2028
  • Table 8: Global: Data Wrangling Market: Competitive Structure
  • Table 9: Global: Data Wrangling Market: Key Players