データラングリングの市場規模、シェア、動向分析レポート：コンポーネント別、展開別、企業規模別、最終用途別、セグメント予測、2025年～2030年

データラングリング市場の成長と動向

Grand View Research, Inc.の最新レポートによると、世界のデータラングリング市場規模は2030年までに77億8,000万米ドルに達し、2025～2030年のCAGRは13.3％で拡大すると推定されます。

市場成長の原動力は、組織全体のデータ量と速度の増加、データラングリングにおけるAIや機械学習のような技術的進歩です。さらに、市場はエッジコンピューティングソリューション開発によって活性化されます。企業の規制圧力の高まりは、データラングリング企業の成長に大きな展望をもたらすと予想されます。

データラングリングツールは、組織が生の非構造化データを、分析に適したクリーンで構造化されたデータに変換するのに役立ちます。データラングリングツールを使ってデータをクリーニングし構造化することで、組織はビッグデータ分析の取り組みを確実に成功させ、意味のある洞察を得ることができます。その結果、データ絞込みソリューションの需要は、ビッグデータ分析の普及に後押しされ、近年大幅に増加しています。データ管理ツールは、データを最大限に活用し、ビジネスの成功に役立つ洞察を導き出そうとする組織にとって不可欠です。

エンタープライズモビリティやBYODの増加傾向に伴い、従業員は各自のデバイスでデータにアクセスし、使用するようになっています。そのため、適切なデータ管理が行われていないと、データの紛失や盗難のリスクが高まる可能性があります。さらに、組織はこうした懸念に対処するため、データの管理とセキュリティ確保を支援するデータ管理ソリューションに注目しています。データラングリングツールは、個人所有のデバイスからのアクセスや使用であっても、組織がデータの管理を維持するのに役立ちます。データ管理ソリューションを使用することで、組織はデータが適切に管理・保護され、意思決定者が容易にアクセスして使用できるようになり、ビジネスの成功を促進することができます。

セルフサービス分析の台頭により、非技術系ユーザーが分析用にデータを準備するのに役立つデータラングリングツールの需要が高まっています。このため、データラングリングベンダーは、ITのサポートを受けずにデータから洞察を導き出せるような、使いやすいツールを提供する大きな機会を迎えています。さらに、データプライバシーとセキュリティへの懸念が高まる中、データガバナンスとコンプライアンスはこれまで以上に重要になっています。データラングリングは、組織がデータを適切に管理し保護するのに役立ちます。これは、規制要件を満たし、顧客の信頼を維持するのに不可欠です。

データラングリング市場レポートのハイライト

• データの量と複雑さが増す中、データラングリングプロセスの自動化に対するニーズが高まっています。AIや機械学習技術は、データのクリーニング、変換、統合などの作業を支援し、プロセスをより効率的で時間のかからないものにしています。
• クラウドセグメントは、予測期間中に力強い成長を遂げています。これは、クラウドベースのコンポーネントに対する需要の高まりと、スケーラビリティ、柔軟性、費用対効果などのメリットによるものです。データ管理ツールは、クラウドデータレイクやデータウェアハウスとの統合が進んでいます。この統合により、これらのリポジトリに保存されたデータへのアクセス、変換、分析のプロセスが簡素化されます。
• IT・通信セグメントは、2025～2030年のCAGRが13.8%と最も速く成長すると予想されています。リアルタイム洞察に対するニーズが、このセグメントにおけるデータ管理ソリューションの採用を促進しています。
• 北米地域は、2024年の売上高シェア45.9%で市場を独占しています。シリコンバレーのような主要な技術ハブが存在するため、技術革新が促進され、先進的データラングリングツールが開発されています。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 データラングリング市場の変数、動向、範囲

• 市場系統の展望
• 市場力学
  • 市場促進要因分析
  • 市場抑制要因分析
  • 産業の課題
• データラングリング市場分析ツール
  • 産業分析-ポーターのファイブフォース分析
  • PESTEL分析

第4章 データラングリング市場：コンポーネント別、推定・動向分析

• セグメントダッシュボード
• データラングリング市場：コンポーネント変動分析、2024年と2030年
• ソリューション
• サービス

第5章 データラングリング市場：展開別、推定・動向分析

• セグメントダッシュボード
• データラングリング市場：展開変動分析、2024年と2030年
• クラウド
• オンプレミス

第6章 データラングリング市場：企業規模別、推定・動向分析

• セグメントダッシュボード
• データラングリング市場：企業規模変動分析、2024年と2030年
• 中小企業
• 大企業

第7章 データラングリング市場：最終用途別、推定・動向分析

• セグメントダッシュボード
• データラングリング市場：最終用途変動分析、2024年と2030年
• BFSI
• 政府
• 小売業
• 医療
• IT・通信
• その他
• 製造業

第8章 データラングリング市場：地域別、推定・動向分析

• データラングリング市場シェア、地域別、2024年と2030年
• 北米
  • 米国
  • カナダ
  • メキシコ
• 欧州
  • 英国
  • ドイツ
  • フランス
• アジア太平洋
  • 中国
  • 日本
  • インド
  • 韓国
  • オーストラリア
• ラテンアメリカ
  • ブラジル
• 中東・アフリカ
  • アラブ首長国連邦
  • サウジアラビア
  • 南アフリカ

第9章 競合情勢

• 企業分類
• 企業の市場ポジショニング
• 参入企業概要
• 企業ヒートマップ分析
• 戦略マッピング
• 企業プロファイル/上場企業
  • 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

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

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