查看购物车
  • Traditional Chinese
  • English
  • Japanese
  • Korean
封面
市场调查报告书
商品编码
1654521

资料角力市场规模、份额、趋势分析报告：按组件、部署、公司规模、最终用途、细分预测，2025-2030 年

Data Wrangling Market Size, Share & Trends Analysis Report By Component (Solution, Services), By Deployment (Cloud, On-premises), By Enterprise Size (SMEs, Large Enterprises), By End User, and Segment Forecasts, 2025 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10个工作天内

价格

资料角力市场的成长与趋势

根据 Grand View Research, Inc. 的一份新报告，全球资料角力市场规模预计将在 2030 年达到 77.8 亿美元，2025 年至 2030 年期间的复合年增长率为 13.3%。

市场成长的动力来自于跨组织资料量和速度的增加，以及资料角力的人工智慧和机器学习等技术的进步。此外，边缘运算解决方案的发展也将推动市场的发展。预计企业监管压力的不断增加将为资料角力公司的成长提供巨大的前景。

资料角力工具可协助组织将原始的非结构化资料转换为适合分析的干净的结构化资料。透过使用资料角力工具来清理和建构资料，组织可以确保巨量资料分析工作的成功并获得有意义的见解。因此，近年来，随着巨量资料分析的普及，对资料细化解决方案的需求显着增加。对于任何希望充分利用资料并获得有助于其业务成功的见解的组织来说，资料管理工具都是必不可少的。

随着企业行动性和 BYOD 趋势的不断发展，员工越来越多地在自己的装置上存取和使用资料。因此，如果没有适当的资料管理，资料遗失或被盗的风险可能会更高。此外，为了解决这些问题，组织正在转向资料管理解决方案来帮助他们管理和保护资料。资料角力工具可协助组织维持资料的控制，即使透过个人装置存取和使用资料也是如此。资料管理解决方案使组织能够确保资料得到适当的管理、保护，并可供决策者轻鬆存取和使用，从而推动业务成功。

自助分析的兴起增加了对资料角力工具的需求，这些工具可协助非技术使用者准备资料进行分析。这为资料角力供应商创造了巨大的机会，他们可以提供易于使用的工具，使组织无需 IT 支援即可从其资料中获取见解。此外，随着人们对资料隐私和安全的担忧日益加剧，资料管治和合规性变得比以往任何时候都更加重要。资料角力可协助组织妥善管理和保护资料。这对于满足监管要求和维护客户信心至关重要。

资料角力市场报告重点

  • 随着资料量和复杂性的增加，资料角力流程自动化的需求也日益增长。人工智慧和机器学习技术正在协助清理、转换和整合资料等任务，使流程更有效率、更省时。
  • 预测期内，云端运算领域将经历强劲成长。这是因为对云端基础的组件的需求不断增长，以及它们提供的可扩展性、灵活性和成本效益等优势。资料管理工具越来越多地与云端资料湖和资料仓储结合。这种整合简化了存取、转换和分析储存在这些储存库中的资料的过程。
  • 预计 IT 和通讯领域将成长最快，2025 年至 2030 年的复合年增长率为 13.8%。对即时洞察的需求正在推动该领域采用资料管理解决方案。
  • 北美地区占据市场主导地位，到 2024 年其收入份额将达到 45.9%。硅谷等主要科技中心的存在促进了创新并开发了先进的资料角力工具。

目录

第一章调查方法与范围

第 2 章执行摘要

第 3 章资料角力市场变数、趋势与范围

  • 市场体系展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 资料角力市场分析工具
    • 产业分析 – 波特五力分析
    • PESTEL 分析

第 4 章资料角力市场：各组成部分的估计与趋势分析

  • 细分仪表板
  • 资料角力市场：组件变化分析，2024 年与 2030 年
  • 解决方案
  • 服务

第 5 章资料角力市场：按部署、估计和趋势分析

  • 细分仪表板
  • 资料角力市场：2024 年与 2030 年的发展变迁分析
  • 云
  • 本地

第 6 章资料角力市场：依公司规模的估计与趋势分析

  • 细分仪表板
  • 资料角力市场：2024 年和 2030 年公司规模变化分析
  • 中小型企业
  • 大型企业

第 7 章资料角力市场：按最终用途的估计和趋势分析

  • 细分仪表板
  • 资料角力市场：2024 年与 2030 年的最终用途趋势分析
  • BFSI
  • 政府
  • 零售
  • 医疗
  • 资讯科技/通讯
  • 其他的
  • 製造业

第 8 章资料角力市场：区域、估计与趋势分析

  • 2024 年及 2030 年各地区资料角力市场占有率
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中东和非洲
    • 阿拉伯聯合大公国
    • 沙乌地阿拉伯
    • 南非

第九章 竞争格局

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 公司热图分析
  • 战略地图
  • 公司简介/上市公司
    • Altair Engineering Inc.
    • Alteryx, Inc.
    • Datameer, Inc.
    • Hitachi Vantara Corporation
    • International Business Machines Corporation
    • Impetus Technologies, Inc.
    • Oracle Corporation
    • Paxata, Inc.
    • SAS Institute Inc.
    • TIBCO Services Inc.
    • Teradata Corporation
Product Code: GVR-4-68040-075-4

Data Wrangling Market Growth & Trends:

The global data wrangling market size is estimated to reach USD 7.78 billion by 2030, expanding at a CAGR of 13.3% from 2025 to 2030, according to a new report by Grand View Research, Inc. The market's growth is driven by the increase in data volume and velocity across organizations as well as technical advancements like AI and machine learning in data wrangling. Additionally, the market is fueled by edge computing solutions development. Growing enterprise regulatory pressure is anticipated to offer significant prospects for the growth of data-wrangling companies.

Data wrangling tools can help organizations transform their raw, unstructured data into clean, structured data that is ready for analysis. By cleaning and structuring their data using data wrangling tools, organizations can ensure that their big data analytics efforts are successful and deliver meaningful insights. As a result, the demand for data wrangling solutions has increased significantly in recent years, driven in large part by the growing adoption of big data analytics. Data wrangling tools are essential for organizations looking to make the most of their data and derive insights that can help drive business success.

With the increasing trend of enterprise mobility and BYOD, employees are accessing and using data on their devices. This can increase the risk of data loss or theft if proper data management practices are not in place. Moreover, organizations are turning to data wrangling solutions to help manage and secure their data to address these concerns. Data wrangling tools can help organizations maintain control over their data, even when accessed and used on personal devices. By using data wrangling solutions, organizations can ensure that their data is properly managed and secured and can be easily accessed and used by decision-makers to drive business success.

The rise of self-service analytics has increased the demand for data wrangling tools that can help non-technical users prepare data for analysis. This has created a significant opportunity for data wrangling vendors to offer easy-to-use tools that empower users to derive insights from data independently without IT support. Moreover, with increased data privacy and security concerns, data governance and compliance have become more important than ever. Data wrangling can help organizations ensure that their data is properly managed and secured, which is critical for meeting regulatory requirements and maintaining customer trust.

Data Wrangling Market Report Highlights:

  • With data's increasing volume and complexity, there has been a growing need for automation in data wrangling processes. AI and machine learning techniques have assisted in tasks such as data cleaning, transformation, and integration, making the process more efficient and less time-consuming.
  • The cloud segment is experiencing strong growth during the forecasted period, driven by the increasing demand for cloud-based Components and their benefits, such as scalability, flexibility, and cost-effectiveness. Data wrangling tools are increasingly integrating with cloud data lakes and data warehouses. This integration simplifies the process of accessing, transforming, and analysing data stored in these repositories.
  • The IT and Telecom segment is expected to grow with the fastest CAGR of 13.8% from 2025 to 2030. The need for real-time insights has driven the adoption of data wrangling solutions in this segment.
  • The North America region dominates the market with a revenue share of 45.9% in 2024. The presence of major tech hubs, such as Silicon Valley, has fostered innovation and the development of advanced data wrangling tools

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Research Methodology
    • 1.2.1. Information Procurement
  • 1.3. Information or Data Analysis
  • 1.4. Methodology
  • 1.5. Research Scope and Assumptions
  • 1.6. Market Formulation & Validation
  • 1.7. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Data Wrangling Market Variables, Trends, & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Data Wrangling Market Analysis Tools
    • 3.3.1. Industry Analysis - Porter's
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political landscape
      • 3.3.2.2. Economic and Social landscape
      • 3.3.2.3. Technological landscape

Chapter 4. Data Wrangling Market: Component Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Data Wrangling Market: Component Movement Analysis, 2024 & 2030 (USD Million)
  • 4.3. Solution
    • 4.3.1. Solution Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. Data Wrangling Market: Deployment Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Data Wrangling Market: Deployment Movement Analysis, 2024 & 2030 (USD Million)
  • 5.3. Cloud
    • 5.3.1. Cloud Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. On-premises
    • 5.4.1. On-premises Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. Data Wrangling Market: Enterprise Size Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Data Wrangling Market: Enterprise Size Movement Analysis, 2024 & 2030 (USD Million)
  • 6.3. SMEs
    • 6.3.1. SMEs Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Large Enterprises
    • 6.4.1. Large Enterprises Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. Data Wrangling Market: End-Use Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. Data Wrangling Market: End-Use Movement Analysis, 2024 & 2030 (USD Million)
  • 7.3. BFSI
    • 7.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.4. Government
    • 7.4.1. Government Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.5. Retails
    • 7.5.1. Retails Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.6. Healthcare
    • 7.6.1. Healthcare Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.7. IT & Telecom
    • 7.7.1. IT & Telecom Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.8. Other
    • 7.8.1. Other Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.9. Manufacturing
    • 7.9.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 8. Data Wrangling Market: Regional Estimates & Trend Analysis

  • 8.1. Data Wrangling Market Share, By Region, 2024 & 2030 (USD Million)
  • 8.2. North America
    • 8.2.1. North America Data Wrangling Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.2.1.1. North America Data Wrangling Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 8.2.1.2. North America Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.2.1.3. North America Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.2.1.4. North America Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.2.1.5. North America Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.2.2. U.S.
      • 8.2.2.1. U.S. Data Wrangling Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.2.2.2. U.S. Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.2.2.3. U.S. Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.2.2.4. U.S. Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.2.2.5. U.S. Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.2.3. Canada
      • 8.2.3.1. Canada Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.2.3.2. Canada Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.2.3.3. Canada Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.2.3.4. Canada Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.2.4. Mexico
      • 8.2.4.1. Mexico Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.2.4.2. Mexico Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.2.4.3. Mexico Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.2.4.4. Mexico Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
  • 8.3. Europe
    • 8.3.1. Europe Data Wrangling Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.3.1.1. Europe Data Wrangling Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 8.3.1.2. Europe Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.3.1.3. Europe Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.3.1.4. Europe Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.3.1.5. Europe Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.3.2. U.K.
      • 8.3.2.1. U.K. Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.3.2.2. U.K. Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.3.2.3. U.K. Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.3.2.4. U.K. Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.3.3. Germany
      • 8.3.3.1. Germany Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.3.3.2. Germany Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.3.3.3. Germany Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.3.3.4. Germany Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.3.4. France
      • 8.3.4.1. France Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.3.4.2. France Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.3.4.3. France Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.3.4.4. France Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
  • 8.4. Asia Pacific
    • 8.4.1. Asia Pacific Data Wrangling Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.4.1.1. Asia Pacific Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.1.2. Asia Pacific Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.1.3. Asia Pacific Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.4.1.4. Asia Pacific Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.4.2. China
      • 8.4.2.1. China Data Wrangling Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.4.2.2. China Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.2.3. China Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.2.4. China Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.4.2.5. China Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.4.3. Japan
      • 8.4.3.1. Japan Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.3.2. Japan Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.3.3. Japan Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.4.3.4. Japan Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.4.4. India
      • 8.4.4.1. India Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.4.2. India Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.4.3. India Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.4.4.4. India Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.4.5. South Korea
      • 8.4.5.1. South Korea Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.5.2. South Korea Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.5.3. South Korea Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.4.5.4. South Korea Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.4.6. Australia
      • 8.4.6.1. Australia Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.6.2. Australia Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.6.3. Australia Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.4.6.4. Australia Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
  • 8.5. Latin America
    • 8.5.1. Latin America Data Wrangling Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.5.1.1. Latin America Data Wrangling Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 8.5.1.2. Latin America Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.5.1.3. Latin America Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.5.1.4. Latin America Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.5.1.5. Latin America Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.5.2. Brazil
      • 8.5.2.1. Brazil Data Wrangling Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.5.2.2. Brazil Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.5.2.3. Brazil Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.5.2.4. Brazil Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.5.2.5. Brazil Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
  • 8.6. Middle East and Africa
    • 8.6.1. Middle East and Africa Data Wrangling Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.6.1.1. Middle East and Africa Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.6.1.2. Middle East and Africa Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.6.1.3. Middle East and Africa Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.6.1.4. Middle East and Africa Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.6.2. UAE
      • 8.6.2.1. UAE Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.6.2.2. UAE Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.6.2.3. UAE Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.6.2.4. UAE Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.6.3. KSA
      • 8.6.3.1. KSA Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.6.3.2. KSA Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.6.3.3. KSA Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.6.3.4. KSA Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)
    • 8.6.4. South Africa
      • 8.6.4.1. South Africa Data Wrangling Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.6.4.2. South Africa Data Wrangling Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.6.4.3. South Africa Data Wrangling Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
      • 8.6.4.4. South Africa Data Wrangling Market Estimates and Forecasts, by End-Use, 2018 - 2030 (USD Million)

Chapter 9. Competitive Landscape

  • 9.1. Company Categorization
  • 9.2. Company Market Positioning
  • 9.3. Participant's Overview
  • 9.4. Financial Performance
  • 9.5. Product Benchmarking
  • 9.6. Company Heat Map Analysis
  • 9.7. Strategy Mapping
  • 9.8. Company Profiles/Listing
    • 9.8.1. Altair Engineering Inc.
    • 9.8.2. Alteryx, Inc.
    • 9.8.3. Datameer, Inc.
    • 9.8.4. Hitachi Vantara Corporation
    • 9.8.5. International Business Machines Corporation
    • 9.8.6. Impetus Technologies, Inc.
    • 9.8.7. Oracle Corporation
    • 9.8.8. Paxata, Inc.
    • 9.8.9. SAS Institute Inc.
    • 9.8.10. TIBCO Services Inc.
    • 9.8.11. Teradata Corporation

List of Tables

  • Table 1 Global Data Wrangling market estimates and forecasts, by region, 2017 - 2030 (USD Million)
  • Table 2 Global Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 3 Global Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 4 Global Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 5 Global Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 6 North America Data Wrangling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
  • Table 7 North America Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 8 North America Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 9 North America Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 10 North America Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 11 U.S Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 12 U.S Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 13 U.S. Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 14 U.S Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 15 Canada Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 16 Canada Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 17 Canada Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 18 Canada Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 19 Mexico Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 20 Mexico Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 21 Mexico Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 22 Mexico Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 23 Europe Data Wrangling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
  • Table 24 Europe Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 25 Europe Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 26 Europe Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 27 Europe Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 28 U.K Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 29 U.K Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 30 U.K. Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 31 U.K Data Wrangling market estimates and forecasts, by End Use, 2017 - 2030 (USD Million)
  • Table 32 Germany Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 33 Germany Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 34 Germany Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 35 Germany Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 36 Asia Pacific Data Wrangling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
  • Table 37 Asia Pacific Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 38 Asia Pacific Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 39 Asia Pacific Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 40 Asia Pacific Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 41 China Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 42 China Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 43 China Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 44 China Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 45 India Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 46 India Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 47 India Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 48 India Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 49 Japan Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 50 Japan Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 51 Japan Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 52 Japan Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 53 Australia Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 54 Australia Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 55 Australia Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 56 Australia Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 57 South Korea Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 58 South Korea Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 59 South Korea Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 60 South Korea Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 61 Latin America Data Wrangling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
  • Table 62 Latin America Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 63 Latin America Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 64 Latin America Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 65 Latin America Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 66 Brazil Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 67 Brazil Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 68 Brazil Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 69 Brazil Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 70 Middle East & Africa Data Wrangling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
  • Table 71 Middle East & Africa Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 72 Middle East & Africa Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 73 Middle East & Africa Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 74 Middle East & Africa Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 75 KSA Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 76 KSA Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 77 KSA Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 78 KSA Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 79 UAE Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 80 UAE Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 81 KSA Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 82 UAE Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)
  • Table 83 South Africa Data Wrangling market estimates and forecasts, by Component, 2017 - 2030 (USD Million)
  • Table 84 South Africa Data Wrangling market estimates and forecasts, by Deployment, 2017 - 2030 (USD Million)
  • Table 85 South Africa Data Wrangling market estimates and forecasts, by Enterprise Size, 2017 - 2030 (USD Million)
  • Table 86 South Africa Data Wrangling market estimates and forecasts, by End-Use, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Information procurement
  • Fig. 2 Primary research pattern
  • Fig. 3 Market research approaches
  • Fig. 4 Value chain-based sizing & forecasting
  • Fig. 5 QFD modelling for market share assessment.
  • Fig. 6 Parent market analysis
  • Fig. 7 Patient-population model
  • Fig. 8 Market formulation & validation
  • Fig. 9 Data Wrangling market snapshot
  • Fig. 10 Data Wrangling market segment snapshot
  • Fig. 11 Data Wrangling market competitive landscape snapshot
  • Fig. 12 Market research process
  • Fig. 13 Market driver relevance analysis (Current & future impact)
  • Fig. 14 Market restraint relevance analysis (Current & future impact)
  • Fig. 15 Data Wrangling Market, Component outlook key takeaways (USD Million)
  • Fig. 16 Data Wrangling Market: Component movement analysis 2018 & 2030 (USD Million)
  • Fig. 17 Solution market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 18 Services market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 19 Data Wrangling Market, Deployment outlook key takeaways (USD Million)
  • Fig. 20 Data Wrangling Market: Deployment movement analysis 2018 & 2030 (USD Million)
  • Fig. 21 Cloud market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 22 On-premises market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 23 Data Wrangling Market, Enterprise Size outlook key takeaways (USD Million)
  • Fig. 24 Data Wrangling Market: Enterprise Size movement analysis 2018 & 2030 (USD Million)
  • Fig. 25 SMEs market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 26 Large Enterprises market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 27 Data Mining market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 28 Data Wrangling Market, End-use outlook key takeaways (USD Million)
  • Fig. 29 Data Wrangling Market: End-use movement analysis 2018 & 2030 (USD Million)
  • Fig. 30 BFSI market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 31 Government market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 32 Retail market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 33 Healthcare market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 34 IT & Telecom market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 35 Others market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 36 Regional marketplace: Key takeaways
  • Fig. 37 Data Wrangling Market: Regional outlook, 2018 & 2030 (USD Million)
  • Fig. 38 North America Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 U.S. Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Canada Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 Europe Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Mexico Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 UK Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million
  • Fig. 44 Germany Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 France Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Asia Pacific Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Japan Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 China Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 India Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 South Korea Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 Australia Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 Latin America Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 Brazil Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 54 MEA Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 55 South Africa Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 56 Saudi Arabia Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 57 UAE Data Wrangling market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 58 Strategy framework
  • Fig. 59 Company Categorization