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データプレパレーションツールの市場規模、シェア、動向分析レポート：プラットフォーム別、展開別、機能別、業界別、地域別、セグメント別予測、2023年～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: | 発行: Grand View Research | ページ情報: 英文 100 Pages | 納期: 2～10営業日

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データプレパレーションツールの市場規模、シェア、動向分析レポート：プラットフォーム別、展開別、機能別、業界別、地域別、セグメント別予測、2023年～2030年
出版日: 2023年11月22日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

データプレパレーションツール市場の成長と動向：

Grand View Research, Inc.の最新レポートによると、世界のデータプレパレーションツール市場規模は2030年までに168億8,000万米ドルに達すると予測されています。

同市場は2023年から2030年にかけてCAGR 16.1％で拡大すると予測されています。データプレパレーションツールは、データへの容易なアクセスを確保することで、組織の効率を増強するのに役立ちます。特にITや小売分野でのデータ分析需要の増加は、データプレパレーションツールの需要を促進すると予想されます。

同市場の成長は、特に、データの容易な交換性、コラボレーション、プロファイリングを保証し、データの安全性に関連する懸念に対処するセルフサービス型データプレパレーションツールの機能に起因しています。データ分析企業が大量のデータにアクセスし分析するための効率的なソリューションを求め続けているため、セルフサービス型データプレパレーションツールの需要は今後も増え続けると思われます。

オンプレミス型のデータプレパレーションツールの導入は、組織が従来のデータ収集・準備技術の採用を好むため、2020年の売上高シェアで最大を占めました。しかし、クラウド展開によって仮想ソース経由でのデータへの容易なアクセスが保証されるため、データプレパレーションツールのクラウド展開に対する需要は予測期間中に拡大する見込みです。

データプレパレーションツールは、企業のデータ収集、分析、標準化を支援します。データ収集サブセグメントは、2020年に27％以上の最大市場シェアを占めました。しかし、データガバナンスサブセグメントの市場規模は予測期間中に顕著に拡大すると予想されます。

北米のサブセグメントは、2020年のデータプレパレーションツールの市場で最大のシェアを占めました。米国におけるデータ分析のためのデータプレパレーションツールの採用拡大に伴い、データプレパレーションツールの需要は予測期間中に増加すると予測されます。しかし、アジア太平洋サブセグメントの市場規模は予測期間中に最も高いCAGRを記録すると予測されます。

データプレパレーションツール市場のレポートハイライト

  • さまざまな企業が共同でデータガバナンスの取り組みを導入するため、データプレパレーションツールの需要は増加すると予測されます。
  • IT・通信サブセグメントの市場規模は予測期間中CAGR 17.6%で拡大する見込み。
  • アジア太平洋地域のサブセグメント市場規模は、リテールアナリティクスにおけるデータプレパレーションツールの大規模な採用により、予測期間中に大幅な成長が見込まれます。

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 データプレパレーションツールの市場変数、動向、範囲

  • 市場系統の見通し
  • 業界のバリューチェーン分析
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 市場機会分析
  • データプレパレーションツール市場分析ツール
    • 業界分析- ポーターのファイブフォース分析
    • PESTEL分析

第4章 データプレパレーションツール市場：プラットフォームの推定・動向分析

  • データプレパレーションツール市場：重要なポイント
  • データプレパレーションツール市場：動向と市場シェア分析、2022年および2030年
  • セルフサービス
  • データ統合

第5章 データプレパレーションツール市場：展開の推定・動向分析

  • データプレパレーションツール市場：重要なポイント
  • データプレパレーションツール市場：動向と市場シェア分析、2022年および2030年
  • オンプレミス
  • クラウド

第6章 データプレパレーションツール市場：機能の推定・動向分析

  • データプレパレーションツール市場：重要なポイント
  • データプレパレーションツール市場：動向と市場シェア分析、2022年および2030年
  • データ収集
  • データカタログ化
  • データ品質
  • データガバナンス
  • データの取り込み
  • データキュレーション

第7章 データプレパレーションツール市場：業界の推定・動向分析

  • データプレパレーションツール市場：重要なポイント
  • データプレパレーションツール市場：動向と市場シェア分析、2022年および2030年
  • ITとテレコム
  • 小売とeコマース
  • BFSI
  • ヘルスケア
  • エネルギーと公共事業
  • 交通機関
  • 製造業
  • その他

第8章 データプレパレーションツール市場：地域の推定・動向分析

  • 地域別の見通し
  • 地域別のデータプレパレーションツール市場：重要なポイント
  • 北米
    • 北米市場推計・予測、2017年から2030年まで
    • 米国
    • カナダ
  • 欧州
    • 欧州市場推計・予測、2017年から2030年まで
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋地域
    • アジア太平洋市場推計・予測、2017年から2030年まで
    • 日本
    • 中国
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • ラテンアメリカ市場推計・予測、2017年から2030年まで
    • ブラジル
    • メキシコ
  • 中東・アフリカ
    • MEA市場推計・予測、2017年から2030年まで
    • サウジアラビア
    • 南アフリカ
    • アラブ首長国連邦

第9章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • 市場参入企業の分類
    • Alteryx, Inc.
    • Datawatch Corporation
    • Informatica Inc.
    • International Business Machines Corporation
    • Microsoft Corporation
    • Micro Strategy Incorporated
    • QlikTech International AB
    • SAP SE
    • SAS Institute Inc.
図表

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
目次
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