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市場調查報告書
商品編碼
1404728

資料準備工具市場規模、佔有率、趨勢分析報告：按平台、部署、功能、產業、地區和細分市場預測，2023-2030 年

Data Preparation Tools Market Size, Share & Trends Analysis Report By Platform (Self-service, Data Integration), By Deployment, By Functions, By Vertical (IT & Telecom, Retail & E-commerce, BFSI), By Region, And Segment Forecasts, 2023 - 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

資料準備工具市場成長與趨勢：

Grand View Research, Inc.最新報告顯示，到2030年，全球資料準備工具市場規模預計將達到168.8億美元。

預計2023年至2030年該市場將以16.1%的複合年成長率擴張。資料準備工具透過確保輕鬆存取資料來幫助提高組織效率。對資料分析的需求不斷成長，尤其是在 IT 和零售領域，預計將推動對資料準備工具的需求。

市場的成長主要歸功於自助資料準備工具的功能，這些工具可確保輕鬆交換資料、協作、分析並解決與資料安全相關的問題。隨著資料分析公司不斷尋求有效的解決方案來存取和分析大量資料，對自助資料準備工具的需求將繼續成長。

由於組織更傾向於採用傳統的資料收集和準備技術，因此採用本地資料準備工具在 2020 年收入中佔最大佔有率。然而，由於雲端部署確保透過虛擬來源輕鬆存取資料，因此在預測期內對資料準備工具的雲端雲端部署的需求預計將成長。

資料準備工具可協助公司收集、分析和標準化資料。 2020年，資料採集子區隔市場佔最大市場佔有率，超過27%。然而，資料管治子區隔市場的市場規模預計在預測期內將大幅擴大。

北美子區隔在 2020 年資料準備工具市場中佔據最大佔有率。隨著美國擴大採用資料準備工具進行資料分析，預計在預測期內對資料準備工具的需求將會增加。然而，亞太子區隔的市場規模預計在預測期內複合年成長率最高。

資料準備工具市場報告亮點

  • 隨著各公司聯合實施資料管治舉措，對資料準備工具的需求預計將會增加。
  • IT/通訊子區隔市場的市場規模預計在預測期內將以 17.6% 的複合年成長率擴大。
  • 由於零售分析中資料準備工具的大量採用，亞太子區隔市場規模預計將在預測期內顯著成長。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第 3 章資料準備工具市場變數、趨勢與範圍

  • 市場體系展望
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場抑制因素分析
    • 市場機會分析
  • 資料準備工具 市場分析工具
    • 產業分析-波特五力分析
    • PESTEL分析

第4章資料準備工具市場：平台評估與趨勢分析

  • 資料準備工具市場：重點
  • 資料準備工具市場：2022 年和 2030 年趨勢和市場佔有率分析
  • 自助服務
  • 資料整合

第5章資料準備工具市場：發展預測與趨勢分析

  • 資料準備工具市場：重點
  • 資料準備工具市場：2022 年和 2030 年趨勢和市場佔有率分析
  • 本地
  • 雲

第6章資料準備工具市場：功能估計與趨勢分析

  • 資料準備工具市場：重點
  • 資料準備工具市場：2022 年和 2030 年趨勢和市場佔有率分析
  • 資料採集
  • 資料編目
  • 資料品質
  • 資料管治
  • 攝取資料
  • 資料管理

第7章資料準備工具市場：產業估計與趨勢分析

  • 資料準備工具市場：重點
  • 資料準備工具市場：2022 年和 2030 年趨勢和市場佔有率分析
  • 資訊科技和電信
  • 零售與電子商務
  • BFSI
  • 衛生保健
  • 能源和公共
  • 交通設施
  • 製造業
  • 其他

第8章資料準備工具市場：區域估計與趨勢分析

  • 區域展望
  • 按地區分類的資料準備工具市場：要點
  • 北美洲
    • 2017年至2030年北美市場預估及預測
    • 美國
    • 加拿大
  • 歐洲
    • 2017年至2030年歐洲市場估計與預測
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 2017年至2030年亞太市場預估與預測
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 2017年至2030年拉丁美洲市場估計與預測
    • 巴西
    • 墨西哥
  • 中東/非洲
    • 2017年至2030年MEA市場預測
    • 沙烏地阿拉伯
    • 南非
    • 阿拉伯聯合大公國

第9章競爭形勢

  • 主要市場參與企業的最新趨勢和影響分析
  • 市場參與企業分類
    • Alteryx, Inc.
    • Datawatch Corporation
    • Informatica Inc.
    • International Business Machines Corporation
    • Microsoft Corporation
    • Micro Strategy Incorporated
    • QlikTech International AB
    • SAP SE
    • SAS Institute Inc.
Product Code: GVR-2-68038-136-8

Data Preparation Tools Market Growth & Trends:

The global data preparation tools market size is anticipated to reach USD 16.88 billion by 2030, according to a new report by Grand View Research, Inc. The market is expected to expand at a CAGR of 16.1% from 2023 to 2030. Data preparation tools can help organizations augment their efficiency by ensuring easy access to data. The increasing demand for data analytics, particularly in the IT and retail sectors, is expected to drive the demand for data preparation tools.

The growth of the market can be attributed particularly to the capabilities of self-service data preparation tools to ensure easy interchangeability, collaboration, and profiling of data as well as to address the concerns associated with the safety of the data. Demand for self-service data preparation tools would continue to increase as data analytics companies continue to demand efficient solutions to access and analyze large volumes of data.

On-premise deployment of data preparation tools accounted for the largest revenue share in 2020 as organizations preferred to adopt conventional data collection and preparation techniques. However, the demand for deployment of data preparation tools over the cloud is expected to grow over the forecast period, as cloud deployment can ensure easy access to data via virtual sources.

Data preparation tools help enterprises collect, analyze, and standardize data. The data collection sub-segment accounted for the largest market share of more than 27% in 2020. However, the market size of the data governance sub-segment is expected to increase noticeably over the forecast period.

The North America sub-segment accounted for the largest share of the market for data preparation tools in 2020. Demand for data preparation tools is expected to increase over the forecast period in line with the growing adoption of data preparation tools for data analytics in the U.S. However, the market size of the Asia Pacific sub-segment is expected to register the highest CAGR over the forecast period.

Data Preparation Tools Market Report Highlights:

  • The demand for data preparation tools is expected to increase as various companies jointly adopt data governance initiatives
  • The market size of the IT and telecom sub-segment is expected to expand at a CAGR of 17.6% over the forecast period
  • The market size of the Asia Pacific sub-segment is expected to witness significant growth over the forecast period owing to the large-scale adoption of data preparation tools in retail analytics

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
    • 1.1.1. Platform
    • 1.1.2. Deployment
    • 1.1.3. Functions
    • 1.1.4. Vertical
    • 1.1.5. Regional scope
    • 1.1.6. Estimates and forecast timeline
  • 1.2. Research Methodology
  • 1.3. Information Procurement
    • 1.3.1. Purchased database
    • 1.3.2. GVR's internal database
    • 1.3.3. Secondary sources
    • 1.3.4. Primary research
    • 1.3.5. Details of primary research
  • 1.4. Information or Data Analysis
  • 1.5. Market Formulation & Validation
  • 1.6. Model Details
  • 1.7. List of Secondary Sources
  • 1.8. List of Primary Sources
  • 1.9. Objectives

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
    • 2.2.1. Platform outlook
    • 2.2.2. Deployment outlook
    • 2.2.3. Functions outlook
    • 2.2.4. Vertical outlook
    • 2.2.5. Regional outlook
  • 2.3. Competitive Insights

Chapter 3. Data Preparation Tools Market Variables, Trends & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market driver analysis
    • 3.3.2. Market restraint analysis
    • 3.3.3. Market opportunity analysis
  • 3.4. Data preparation tools Market Analysis Tools
    • 3.4.1. Industry analysis - Porter's
      • 3.4.1.1. Supplier power
      • 3.4.1.2. Buyer power
      • 3.4.1.3. Substitution threat
      • 3.4.1.4. Threat of new entrant
      • 3.4.1.5. Competitive rivalry
    • 3.4.2. PESTEL analysis
      • 3.4.2.1. Political landscape
      • 3.4.2.2. Technological landscape
      • 3.4.2.3. Economic landscape
      • 3.4.2.4. Social landscape

Chapter 4. Data Preparation Tools Market: Platform Estimates & Trend Analysis

  • 4.1. Data Preparation Tools Market: Key Takeaways
  • 4.2. Data Preparation Tools Market: Movement & Market Share Analysis, 2022 & 2030
  • 4.3. Self Service
    • 4.3.1. Self service market estimates and forecasts, 2017 to 2030 (USD Million)
  • 4.4. Data Integration
    • 4.4.1. Data integration market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 5. Data Preparation Tools Market: Deployment Estimates & Trend Analysis

  • 5.1. Data Preparation Tools Market: Key Takeaways
  • 5.2. Data Preparation Tools Market: Movement & Market Share Analysis, 2022 & 2030
  • 5.3. On-premise
    • 5.3.1. On-premise market estimates and forecasts, 2017 to 2030 (USD Million)
  • 5.4. Cloud
    • 5.4.1. Cloud market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 6. Data Preparation Tools Market: Functions Estimates & Trend Analysis

  • 6.1. Data Preparation Tools Market: Key Takeaways
  • 6.2. Data Preparation Tools Market: Movement & Market Share Analysis, 2022 & 2030
  • 6.3. Data Collection
    • 6.3.1. Data collection market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.4. Data Cataloging
    • 6.4.1. Data Cataloging market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.5. Data Quality
    • 6.5.1. Data quality market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.6. Data Governance
    • 6.6.1. Data governance market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.7. Data Ingestion
    • 6.7.1. Data ingestion market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.8. Data Curation
    • 6.8.1. Data curation market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 7. Data Preparation Tools Market: Vertical Estimates & Trend Analysis

  • 7.1. Data Preparation Tools Market: Key Takeaways
  • 7.2. Data Preparation Tools Market: Movement & Market Share Analysis, 2022 & 2030
  • 7.3. IT and Telecom
    • 7.3.1. IT and telecom market estimates and forecasts, 2017 to 2030 (USD Million)
  • 7.4. Retail and E-commerce
    • 7.4.1. Retail and e-commerce market estimates and forecasts, 2017 to 2030 (USD Million)
  • 7.5. BFSI
    • 7.5.1. BFSI market estimates and forecasts, 2017 to 2030 (USD Million)
  • 7.6. Healthcare
    • 7.6.1. Healthcare market estimates and forecasts, 2017 to 2030 (USD Million)
  • 7.7. Energy and Utilities
    • 7.7.1. Energy and utilities market estimates and forecasts, 2017 to 2030 (USD Million)
  • 7.8. Transportation
    • 7.8.1. Transportation market estimates and forecasts, 2017 to 2030 (USD Million)
  • 7.9. Manufacturing
    • 7.9.1. Manufacturing market estimates and forecasts, 2017 to 2030 (USD Million)
  • 7.10. Others
    • 7.10.1. Others market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 8. Data Preparation Tools Market: Regional Estimates & Trend Analysis

  • 8.1. Regional Outlook
  • 8.2. Data Preparation Tools Market by Region: Key Takeaway
  • 8.3. North America
    • 8.3.1. North America Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.3.2. U.S.
      • 8.3.2.1. U.S. market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.3.3. Canada
      • 8.3.3.1. Canada market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
  • 8.4. Europe
    • 8.4.1. Europe market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.4.2. UK
      • 8.4.2.1. UK market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.4.3. Germany
      • 8.4.3.1. Germany market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.4.4. France
      • 8.4.4.1. France market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
  • 8.5. Asia Pacific
    • 8.5.1. Asia Pacific market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.5.2. Japan
      • 8.5.2.1. Japan market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.5.3. China
      • 8.5.3.1. China market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.5.4. India
      • 8.5.4.1. India market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.5.5. Australia
      • 8.5.5.1. Australia market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.5.6. South Korea
      • 8.5.6.1. South Korea market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
  • 8.6. Latin America
    • 8.6.1. Latin America Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.6.2. Brazil
      • 8.6.2.1. Brazil market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.6.3. Mexico
      • 8.6.3.1. Mexico market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
  • 8.7. MEA
    • 8.7.1. MEA Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.7.2. Saudi Arabia
      • 8.7.2.1. Saudi Arabia market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.7.3. South Africa
      • 8.7.3.1. South Africa market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
    • 8.7.4. UAE
      • 8.7.4.1. UAE market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)

Chapter 9. Competitive Landscape

  • 9.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 9.2. Market Participant Categorization
    • 9.2.1. Alteryx, Inc.
      • 9.2.1.1. Company overview
      • 9.2.1.2. Financial performance
      • 9.2.1.3. Product benchmarking
      • 9.2.1.4. Strategic initiatives
    • 9.2.2. Datawatch Corporation
      • 9.2.2.1. Company overview
      • 9.2.2.2. Financial performance
      • 9.2.2.3. Product benchmarking
      • 9.2.2.4. Strategic initiatives
    • 9.2.3. Informatica Inc.
      • 9.2.3.1. Company overview
      • 9.2.3.2. Financial performance
      • 9.2.3.3. Product benchmarking
      • 9.2.3.4. Strategic initiatives
    • 9.2.4. International Business Machines Corporation
      • 9.2.4.1. Company overview
      • 9.2.4.2. Financial performance
      • 9.2.4.3. Product benchmarking
      • 9.2.4.4. Strategic initiatives
    • 9.2.5. Microsoft Corporation
      • 9.2.5.1. Company overview
      • 9.2.5.2. Financial performance
      • 9.2.5.3. Product benchmarking
      • 9.2.5.4. Strategic initiatives
    • 9.2.6. Micro Strategy Incorporated
      • 9.2.6.1. Company overview
      • 9.2.6.2. Financial performance
      • 9.2.6.3. Product benchmarking
      • 9.2.6.4. Strategic initiatives
    • 9.2.7. QlikTech International AB
      • 9.2.7.1. Company overview
      • 9.2.7.2. Financial performance
      • 9.2.7.3. Product benchmarking
      • 9.2.7.4. Strategic initiatives
    • 9.2.8. SAP SE
      • 9.2.8.1. Company overview
      • 9.2.8.2. Financial performance
      • 9.2.8.3. Product benchmarking
      • 9.2.8.4. Strategic initiatives
    • 9.2.9. SAS Institute Inc.
      • 9.2.9.1. Company overview
      • 9.2.9.2. Financial performance
      • 9.2.9.3. Product benchmarking
      • 9.2.9.4. Strategic initiatives
    • 9.2.10. Tibco Software Inc.
      • 9.2.10.1. Company overview
      • 9.2.10.2. Financial performance
      • 9.2.10.3. Product benchmarking
      • 9.2.10.4. Strategic initiatives

List of Tables

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

List of Figures

  • Fig. 1 Market research process
  • Fig. 2 Data triangulation techniques
  • Fig. 3 Primary research pattern
  • Fig. 4 Market research approaches
  • Fig. 5 Value-chain-based sizing & forecasting
  • Fig. 6 QFD modeling for market share assessment
  • Fig. 7 Market formulation & validation
  • Fig. 8 Data preparation tools: Market outlook
  • Fig. 9 Data preparation tools: Competitive insights
  • Fig. 10 Parent market outlook
  • Fig. 11 Related/ancillary market outlook
  • Fig. 12 Penetration and growth prospect mapping
  • Fig. 13 Industry value chain analysis
  • Fig. 14 Data preparation tools market driver impact
  • Fig. 15 Data preparation tools market restraint impact
  • Fig. 16 Data preparation tools market strategic initiatives analysis
  • Fig. 17 Data preparation tools market: Platform movement analysis
  • Fig. 18 Data preparation tools market: Platform outlook and key takeaways
  • Fig. 19 Self service market estimates and forecasts, 2017 - 2030
  • Fig. 20 Data integration market estimates and forecasts, 2017 - 2030
  • Fig. 21 Data preparation tools market: Deployment movement analysis
  • Fig. 22 Data preparation tools market: Deployment outlook and key takeaways
  • Fig. 23 On-premise market estimates and forecasts, 2017 - 2030
  • Fig. 24 Cloud market estimates and forecasts, 2017 - 2030
  • Fig. 25 Data preparation tools market: Functions movement analysis
  • Fig. 26 Data preparation tools market: Functions outlook and key takeaways
  • Fig. 27 Data collection market estimates and forecasts, 2017 - 2030
  • Fig. 28 Data Cataloging market estimates and forecasts, 2017 - 2030
  • Fig. 29 Data quality market estimates and forecasts, 2017 - 2030
  • Fig. 30 Data governance market estimates and forecasts, 2017 - 2030
  • Fig. 31 Data ingestion market estimates and forecasts, 2017 - 2030
  • Fig. 32 Data curation market estimates and forecasts, 2017 - 2030
  • Fig. 33 Data preparation tools market: Vertical movement analysis
  • Fig. 34 Data preparation tools market: Vertical outlook and key takeaways
  • Fig. 35 IT and telecom market estimates and forecasts, 2017 - 2030
  • Fig. 36 Retail and e-commerce market estimates and forecasts, 2017 - 2030
  • Fig. 37 BFSI market estimates and forecasts, 2017 - 2030
  • Fig. 38 Healthcare market estimates and forecasts, 2017 - 2030
  • Fig. 39 Energy and utilities market estimates and forecasts, 2017 - 2030
  • Fig. 40 Transportation market estimates and forecasts, 2017 - 2030
  • Fig. 41 Manufacturing market estimates and forecasts, 2017 - 2030
  • Fig. 42 Others market estimates and forecasts, 2017 - 2030
  • Fig. 43 Global data preparation tools market: Regional movement analysis
  • Fig. 44 Global data preparation tools market: Regional outlook and key takeaways
  • Fig. 45 North America market estimates and forecasts, 2017 - 2030
  • Fig. 46 U.S. market estimates and forecasts, 2017 - 2030
  • Fig. 47 Canada market estimates and forecasts, 2017 - 2030
  • Fig. 48 Europe market estimates and forecasts, 2017 - 2030
  • Fig. 49 UK market estimates and forecasts, 2017 - 2030
  • Fig. 50 Germany market estimates and forecasts, 2017 - 2030
  • Fig. 51 France market estimates and forecasts, 2017 - 2030
  • Fig. 52 Asia Pacific market estimates and forecasts, 2017 - 2030
  • Fig. 53 Japan market estimates and forecasts, 2017 - 2030
  • Fig. 54 China market estimates and forecasts, 2017 - 2030
  • Fig. 55 India market estimates and forecasts, 2017 - 2030
  • Fig. 56 Australia market estimates and forecasts, 2017 - 2030
  • Fig. 57 South Korea market estimates and forecasts, 2017 - 2030
  • Fig. 58 Latin America market estimates and forecasts, 2017 - 2030
  • Fig. 59 Brazil market estimates and forecasts, 2017 - 2030
  • Fig. 60 Mexico market estimates and forecasts, 2017 - 2030
  • Fig. 61 Middle East and Africa market estimates and forecasts, 2017 - 2030
  • Fig. 62 Saudi Arabia market estimates and forecasts, 2017 - 2030
  • Fig. 63 South Africa market estimates and forecasts, 2017 - 2030
  • Fig. 64 UAE market estimates and forecasts, 2017 - 2030