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市場調查報告書
商品編碼
1654521

資料角力市場規模、佔有率、趨勢分析報告：按組件、部署、公司規模、最終用途、細分預測，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個工作天內

價格

資料角力市場的成長與趨勢

根據 Grand View Research, Inc. 的一份新報告，全球資料角力市場規模預計將在 2030 年達到 77.8 億美元，2025 年至 2030 年期間的複合年成長率為 13.3%。

市場成長的動力來自於跨組織資料量和速度的增加，以及資料角力的人工智慧和機器學習等技術的進步。此外，邊緣運算解決方案的發展也將推動市場的發展。預計企業監管壓力的不斷增加將為資料角力公司的成長提供巨大的前景。

資料角力工具可協助組織將原始的非結構化資料轉換為適合分析的乾淨的結構化資料。透過使用資料角力工具來清理和建構資料，組織可以確保巨量資料分析工作的成功並獲得有意義的見解。因此，近年來，隨著巨量資料分析的普及，對資料細化解決方案的需求顯著增加。對於任何希望充分利用資料並獲得有助於其業務成功的見解的組織來說，資料管理工具都是必不可少的。

隨著企業行動性和 BYOD 趨勢的不斷發展，員工擴大在自己的裝置上存取和使用資料。因此，如果沒有適當的資料管理，資料遺失或被盜的風險可能會更高。此外，為了解決這些問題，組織正在轉向資料管理解決方案來幫助他們管理和保護資料。資料角力工具可協助組織維持資料的控制，即使透過個人裝置存取和使用資料也是如此。資料管理解決方案使組織能夠確保資料得到適當的管理、保護，並可供決策者輕鬆存取和使用，從而推動業務成功。

自助分析的興起增加了對資料角力工具的需求，這些工具可協助非技術使用者準備資料進行分析。這為資料角力供應商創造了巨大的機會，他們可以提供易於使用的工具，使組織無需 IT 支援即可從其資料中獲取見解。此外，隨著人們對資料隱私和安全的擔憂日益加劇，資料管治和合規性變得比以往任何時候都更加重要。資料角力可協助組織妥善管理和保護資料。這對於滿足監管要求和維護客戶信心至關重要。

資料角力市場報告重點

  • 隨著資料量和複雜性的增加，資料角力流程自動化的需求也日益成長。人工智慧和機器學習技術正在協助清理、轉換和整合資料等任務，使流程更有效率、更省時。
  • 預測期內，雲端運算領域將經歷強勁成長。這是因為對雲端基礎的組件的需求不斷成長，以及它們提供的可擴展性、靈活性和成本效益等優勢。資料管理工具擴大與雲端資料湖和資料倉儲結合。這種整合簡化了存取、轉換和分析儲存在這些儲存庫中的資料的過程。
  • 預計 IT 和通訊領域將成長最快，2025 年至 2030 年的複合年成長率為 13.8%。對即時洞察的需求正在推動該領域採用資料管理解決方案。
  • 北美地區佔據市場主導地位，到 2024 年其收入佔有率將達到 45.9%。矽谷等主要科技中心的存在促進了創新並開發了先進的資料角力工具。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第 3 章資料角力市場變數、趨勢與範圍

  • 市場體系展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 資料角力市場分析工具
    • 產業分析 – 波特五力分析
    • PESTEL 分析

第 4 章資料角力市場：各組成部分的估計與趨勢分析

  • 細分儀表板
  • 資料角力市場：組件變化分析，2024 年與 2030 年
  • 解決方案
  • 服務

第 5 章資料角力市場：按部署、估計和趨勢分析

  • 細分儀表板
  • 資料角力市場：2024 年與 2030 年的發展變遷分析
  • 雲
  • 本地

第 6 章資料角力市場：依公司規模的估計與趨勢分析

  • 細分儀表板
  • 資料角力市場：2024 年和 2030 年公司規模變化分析
  • 中小型企業
  • 大型企業

第 7 章資料角力市場：按最終用途的估計和趨勢分析

  • 細分儀表板
  • 資料角力市場：2024 年與 2030 年的最終用途趨勢分析
  • BFSI
  • 政府
  • 零售
  • 醫療
  • 資訊科技/通訊
  • 其他
  • 製造業

第 8 章資料角力市場：區域、估計與趨勢分析

  • 2024 年及 2030 年各地區資料角力市場佔有率
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中東和非洲
    • 阿拉伯聯合大公國
    • 沙烏地阿拉伯
    • 南非

第9章 競爭格局

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 公司熱圖分析
  • 戰略地圖
  • 公司簡介/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