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データおよび分析ソフトウェアの市場規模、シェア、動向分析レポート：展開別、最終用途別、地域別、セグメント予測、2024年～2030年

Data And Analytics Software Market Size, Share & Trends Analysis Report By Deployment, By End Use, By Region, And Segment Forecasts, 2024 - 2030

出版日
ページ情報
英文 100 Pages
納期
2～10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.99円
データおよび分析ソフトウェアの市場規模、シェア、動向分析レポート：展開別、最終用途別、地域別、セグメント予測、2024年～2030年
出版日: 2024年06月26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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  • 概要
  • 図表
  • 目次
概要

データおよび分析ソフトウェア市場の成長と動向：

Grand View Research, Inc.の最新レポートによると、世界のデータおよび分析市場規模は、2024年から2030年にかけて13.6％のCAGRを示し、2030年には3,453億2,000万米ドルに達すると予測されています。

エッジアナリティクスは、組織がデータを処理・分析する方法を変革しています。集中型のデータセンターではなく、ネットワークのエッジに近い場所で計算を実行することで、エッジアナリティクスはローカルデバイス、IoTセンサー、エッジサーバーでのリアルタイム処理と意思決定を可能にします。このアプローチにより、リモートサーバーとエンドユーザー間で大量のデータをやり取りする必要がなくなり、待ち時間の短縮、応答性の向上、ネットワーク帯域幅の効率的な利用につながります。

コネクテッドデバイスの普及とリアルタイムのインテリジェンスに対する需要の高まりが、エッジアナリティクスの採用を拡大する主な要因として浮上しています。このエッジアナリティクスへのパラダイムシフトは、さまざまな業界や業種に大きな影響を与え、ネットワークのエッジでより高速でスケーラブル、かつ安全なデータ処理機能を実現します。

リアルタイム・アナリティクスにより、企業はストリーミング・データ・ソースから瞬時に洞察を得ることができ、迅速な意思決定と市場の変化への対応が容易になります。例えば、SAP SEは2024年3月、GenAI機能やSAP DatasphereとSAP Analytics Cloudの統合強化など、データとアナリティクスにおけるさまざまなイノベーションを発表し、組織がより多くの情報に基づいた意思決定を行い、業務を効率化できるようにしました。これらの進歩は、業務効率を高め、インテリジェントなビジネス変革を促進し、AIの幻覚を最小限に抑えるなどの課題に対処することを目的としています。

例えば、2024年3月、インターナショナル・ビジネス・マシーンズ・コーポレーションは、アナリティクスやその他の極めて重要なテクノロジーの導入を急ぐため、インドにテクノロジー・エキスパート・ラボを拡張し、世界クライアントのソリューションの効果的な統合と拡張を支援しています。これらのラボは、深い専門知識と製品洞察へのアクセスを活用し、成果主導のエンゲージメントを促進し、具体的なROIを確保し、実装のハードルを克服します。

データおよび分析ソフトウェア市場レポートハイライト

  • 2023年の市場は北米が世界収益の最大シェアを占めました。北米には、International Business Machines Corporation、Microsoft Corporation、Amazon Web Services、Oracle Corporation、SAP SEなど、世界最大級のテクノロジー企業があります。これらの企業は幅広いデータ分析製品とサービスを提供し、技術革新と競争を通じて市場の成長を促進しています。北米の企業は、クラウドコンピューティング、ビッグデータ、人工知能、機械学習などの新技術をいち早く採用する傾向があります。この早期導入がデータ分析ソリューションの強力なエコシステムを促進し、市場成長を後押ししています。
  • 2023年の市場はクラウド分野が牽引。AIや機械学習などの先進技術がクラウドプラットフォームに統合されたことで、企業はデータから価値ある知見をより効率的に引き出すことができるようになった。さらに、クラウド導入の俊敏性により、データとアナリティクスプロジェクトの市場投入までの時間が短縮され、イノベーションと意思決定プロセスが加速されます。
  • 2023年の世界売上高では、IT・通信分野が最大のシェアを占めています。予測分析は機器の故障を予測するのに役立ち、サービスの中断を最小限に抑えるための予防的な保守を可能にします。また、データアナリティクスは、通信企業が異常を検出し、収益漏れを軽減するのに役立ちます。データ分析ソリューションは市場分析と競合情報を促進し、通信事業者が機会を特定し、競合を評価し、情報に基づいた意思決定を行うことを可能にします。

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 データおよび分析ソフトウェア市場の変数、動向、範囲

  • 市場イントロダクション/系統展望
  • 市場規模と成長見通し
  • 業界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
    • 業界の機会
    • 地域/国別の主要小規模Edtech企業
  • データおよび分析ソフトウェア市場分析ツール
    • ポーターのファイブフォース分析
    • PESTEL分析

第4章 データおよび分析ソフトウェア市場：展開別推定・動向分析

  • セグメントダッシュボード
  • データおよび分析ソフトウェア市場：展開別変動分析、2023年および2030年
  • クラウド
  • オンプレミス
  • ハイブリッド

第5章 データおよび分析ソフトウェア市場：最終用途別推定・動向分析

  • セグメントダッシュボード
  • データおよび分析ソフトウェア市場：最終用途別変動分析、2023年および2030年
  • BFSI
  • 政府
  • ヘルスケア
  • 製造業
  • メディアとコミュニケーション
  • 小売り
  • ITおよび通信
  • その他

第6章 データおよび分析ソフトウェア市場：地域別推定・動向分析

  • データおよび分析ソフトウェアの市場シェア、地域別、2023年および2030年
  • 北米
    • 北米のデータおよび分析ソフトウェア市場推計・予測、2017年-2030年
    • 米国
    • カナダ
  • 欧州
    • 欧州のデータおよび分析ソフトウェア市場推計・予測、2017年-2030年
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋地域
    • アジア太平洋地域のデータおよび分析ソフトウェア市場推計・予測、2017年-2030年
    • 中国
    • 日本
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • ラテンアメリカのデータおよび分析ソフトウェア市場推計・予測、2017年-2030年
    • ブラジル
  • 中東およびアフリカ
    • 中東およびアフリカのデータおよび分析ソフトウェア市場推計・予測、2017年-2030年
    • アラブ首長国連邦
    • 南アフリカ
    • サウジアラビア

第7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
  • 企業分類
  • 企業の市場ポジショニング
  • 企業の市場シェア分析
  • 企業ヒートマップ分析
  • 戦略マッピング
    • 拡大
    • 合併と買収
    • パートナーシップとコラボレーション
    • 新製品の発売
    • 研究開発
  • 企業プロファイル
    • Accenture plc
    • Alteryx, Inc.
    • Amazon Web Services, Inc.
    • International Business Machines Corporation
    • Microsoft Corporation
    • Oracle Corporation
    • SAP SE
    • SAS Institute Inc.
    • Sisense Inc.
    • Tableau Software LLC
図表

List of Tables

  • Table 1. Data and analytics software - industry snapshot & key buying criteria, 2017 - 2030
  • Table 2. Global data and analytics software market, 2017 - 2030 (USD Million)
  • Table 3. Global Data and analytics software market estimates and forecast by deployment, 2017 - 2030 (USD Billion)
  • Table 4. Global Data and analytics software market estimates and forecast by end use, 2017 - 2030 (USD Billion)
  • Table 5. Global Data and analytics software market estimates and forecasts by region, 2017 - 2030 (USD Million)
  • Table 6. Data and analytics software market estimates and forecast by on-premises, 2017 - 2030 (USD Billion)
  • Table 7. Data and analytics software market estimates and forecast, by cloud, 2017 - 2030 (USD Billion)
  • Table 8. Data and analytics software market estimates and forecast by hybrid, 2017 - 2030 (USD Billion)
  • Table 9. Data and analytics software market estimates and forecast by BFSI, 2017 - 2030 (USD Billion)
  • Table 10. Data and analytics software market estimates and forecast by government, 2017 - 2030 (USD Billion)
  • Table 11. Data and analytics software market estimates and forecast by healthcare, 2017 - 2030 (USD Billion)
  • Table 12. Data and analytics software market estimates and forecast, by manufacturing, 2017 - 2030 (USD Billion)
  • Table 13. Data and analytics software market estimates and forecast by media & communications, 2017 - 2030 (USD Billion)
  • Table 14. Data and analytics software market estimates and forecast, by retail, 2017 - 2030 (USD Billion)
  • Table 15. Data and analytics software market estimates and forecast by IT & telecommunications, 2017 - 2030 (USD Billion)
  • Table 16. Data and analytics software market estimates and forecast by others, 2017 - 2030 (USD Billion)
  • Table 17. North America data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 18. North America Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 19. North America Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 20. U.S. data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 21. U.S. Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 22. U.S. Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 23. Canada data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 24. Canada Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 25. Canada Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 26. Europe data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 27. Europe Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 28. Europe Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 29. UK. data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 30. UK. Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 31. UK. Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 32. Germany data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 33. Germany Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 34. Germany Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 35. France data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 36. France Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 37. France Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 38. Asia Pacific data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 39. Asia Pacific Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 40. Asia Pacific Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 41. China data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 42. China Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 43. China Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 44. Japan data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 45. Japan Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 46. Japan Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 47. India data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 48. India Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 49. India Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 50. Australia data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 51. Australia Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 52. Australia Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 53. South Korea data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 54. South Korea Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 55. South Korea Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 56. Latin America data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 57. Latin America Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 58. Latin America Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 59. Brazil data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 60. Brazil Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 61. Brazil Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 62. Middle East & Africa data and analytics software market Estimates And Forecast, 2017 - 2030 (USD Billion)
  • Table 63. Middle East & Africa Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 64. Middle East & Africa Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 65. UAE data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 66. UAE Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 67. UAE Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 68. South Africa data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 69. South Africa Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 70. South Africa Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
  • Table 71. KSA data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 72. KSA Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 73. KSA Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)

List of Figures

  • Fig. 1 Data and Analytics Software Market Segmentation
  • Fig. 2 Technology landscape
  • Fig. 3 Information Procurement
  • Fig. 4 Data Analysis Models
  • Fig. 5 Market Formulation and Validation
  • Fig. 6 Data Validating & Publishing
  • Fig. 7 Market Snapshot
  • Fig. 8 Segment Snapshot
  • Fig. 9 Competitive Landscape Snapshot
  • Fig. 10 Data and analytics- Market Size and Growth Prospects (USD Million)
  • Fig. 11 Data and Analytics Software Market: Industry Value Chain Analysis
  • Fig. 12 Data and Analytics Software Market: Market Dynamics
  • Fig. 13 Data and Analytics Software Market: PORTER's Analysis
  • Fig. 14 Data and Analytics Software Market: PESTEL Analysis
  • Fig. 15 Data and Analytics Software Market Share by Deployment, 2023 & 2030 (USD Million)
  • Fig. 16 Data and Analytics Software Market, by Deployment: Market Share, 2023 & 2030
  • Fig. 17 On-premises Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 18 Cloud Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 19 Hybrid Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million
  • Fig. 20 Data and Analytics Software Market Share by End Use, 2023 & 2030 (USD Million)
  • Fig. 21 Data and Analytics Software Market, by End Use: Market Share, 2023 & 2030
  • Fig. 22 BFSI Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 23 Government Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 24 Healthcare Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 25 Manufacturing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 26 Media & Communications Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 27 Retail Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 28 IT & Telecommunications Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 29 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 30 Data and Analytics Software Market Revenue, by Region, 2023 & 2030 (USD Million)
  • Fig. 31 Regional Marketplace: Key Takeaways
  • Fig. 32 Regional Marketplace: Key Takeaways
  • Fig. 33 North America Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 34 U.S. Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 35 Canada Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 36 Europe Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 37 UK. Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030,) (USD Million)
  • Fig. 38 Germany Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 39 France Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 40 Asia Pacific Data and Analytics Software Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Fig. 41 China Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 42 Japan Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 43 India Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 44 Australia Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 45 South Korea Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 46 Latin America Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 47 Brazil Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 48 MEA Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 49 UAE Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 50 South Africa Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 51 KSA Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 52 Key Company Categorization
  • Fig. 53 Company Market Positioning
  • Fig. 54 Key Company Market Share Analysis, 2023
  • Fig. 55 Strategic Framework
目次
Product Code: GVR-4-68040-316-4

Data And Analytics Software Market Growth & Trends:

The global data and analytics market size is expected to reach USD 345.32 billion by 2030, exhibiting a CAGR of 13.6% from 2024 to 2030, according to a new report by Grand View Research, Inc. Edge analytics is transforming the way organizations process and analyze data. By performing computations closer to the edge of the network rather than in centralized data centers, edge analytics enables real-time processing and decision-making on local devices, IoT sensors, and edge servers. This approach annuls the need for exchanging extensive volumes of data between remote servers and end users, leading to lower latency, improved responsiveness, and more efficient use of network bandwidth.

The proliferation of connected devices and the increasing demand for real-time intelligence are emerging as the key drivers behind the growing adoption of edge analytics, as organizations seek to derive insights and make decisions closer to the source of data generation. This paradigm shift toward edge analytics is poised to have a significant impact on various industries and industry verticals, enabling faster, more scalable, and more secure data processing capabilities at the edge of the network.

Real-time analytics enables businesses to gain instant insights from streaming data sources, facilitating quick decision-making and response to market changes. For instance, in March 2024, SAP SE introduced a range of innovations in data and analytics, including GenAI capabilities and enhanced integration between SAP Datasphere and SAP Analytics Cloud, empowering organizations to make more informed decisions and streamline their operations. These advancements aim to boost operational efficiency, facilitate intelligent business transformations, and address challenges such as minimizing AI hallucinations.

Companies are seen to be substantially investing in R&D activities for the development of new technologies with advanced features and improved operational capabilities For instance, in March 2024, International Business Machines Corporation expanded its technology expert labs in India to hasten the adoption of analytics and other pivotal technologies, aiding global clients in effectively integrating and expanding solutions. Utilizing profound expertise and access to product insights, these labs facilitate outcome-driven engagements, ensuring tangible ROI and overcoming implementation hurdles.

Data And Analytics Software Market Report Highlights:

  • North America dominated the market in 2023, accounting for the largest share of global revenue. North America is home to some of the world's largest technology companies, including International Business Machines Corporation, Microsoft Corporation, Amazon Web Services, Oracle Corporation, and SAP SE. These companies offer a wide range of data analytics products and services, driving market growth through innovation and competition. North American businesses tend to be early adopters of new technologies, including cloud computing, big data, artificial intelligence and machine learning. This early adoption promotes a strong ecosystem for data analytics solutions and fuels market growth.
  • The cloud segment led the market in 2023. The integration of advanced technologies such as AI and machine learning into cloud platforms is empowering organizations to derive valuable insights from their data more efficiently. Furthermore, the agility of cloud deployments enables faster time-to-market for data and analytics projects, accelerating innovation and decision-making processes.
  • The IT & telecommunications segment accounted for the largest share of the global revenue in 2023. Predictive analytics aids in anticipating equipment failures, allowing proactive maintenance to minimize service disruptions. In addition, data analytics help telecom companies detect anomalies and mitigate revenue leakage. Data analytics solutions facilitate market analysis and competitive intelligence, enabling telecom providers to identify opportunities, assess competitors, and make informed decisions.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

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

Chapter 3. Data and Analytics Software Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Million)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Drivers Analysis
      • 3.4.1.1. Aggressive use of Artificial Intelligence (Ai) and Machine Learning (ML)
      • 3.4.1.2. Growing consideration for data security and privacy protection
    • 3.4.2. Market Restraints Analysis
      • 3.4.2.1. Shortage of skilled data and analytics professionals
    • 3.4.3. Industry Opportunities
      • 3.4.3.1. Industry Challenges
    • 3.4.4. Key Small-Sized Edtech Companies, By Region/Country
  • 3.5. Data and Analytics Software Market Analysis Tools
    • 3.5.1. Porter's Five Forces Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. Data and Analytics Software Market: Deployment Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Data and Analytics Software Market: Deployment Movement Analysis, 2023 & 2030 (USD Million)
  • 4.3. Cloud
    • 4.3.1. Cloud Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. On-Premises
    • 4.4.1. On-Premises Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.5. Hybrid
    • 4.5.1. Hybrid Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. Data and Analytics Software Market: End Use Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Data and Analytics Software Market: End Use Movement Analysis, 2023 & 2030 (USD Million)
  • 5.3. BFSI
    • 5.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. Government
    • 5.4.1. Government Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.5. Healthcare
    • 5.5.1. Healthcare Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.6. Manufacturing
    • 5.6.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.7. Media & Communications
    • 5.7.1. Media & Communications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.8. Retail
    • 5.8.1. Retail Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.9. IT & Telecommunications
    • 5.9.1. IT & Telecommunications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.10. Others
    • 5.10.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. Data and Analytics Software Market: Regional Estimates & Trend Analysis

  • 6.1. Data and Analytics Software Market Share, By Region, 2023 & 2030 (USD Million)
  • 6.2. North America
    • 6.2.1. North America data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.2.2. U.S.
      • 6.2.2.1. U.S. data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.2.3. Canada
      • 6.2.3.1. Canada data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.3. Europe
    • 6.3.1. Europe data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.3.2. UK.
      • 6.3.2.1. UK. data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.3.3. Germany
      • 6.3.3.1. Germany data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.3.4. France
      • 6.3.4.1. France data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Asia Pacific
    • 6.4.1. Asia Pacific data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.4.2. China
      • 6.4.2.1. China data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.4.3. Japan
      • 6.4.3.1. Japan data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.4.4. India
      • 6.4.4.1. India data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.4.5. Australia
      • 6.4.5.1. Australia data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.4.6. South Korea
      • 6.4.6.1. South Korea data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.5. Latin America
    • 6.5.1. Latin America data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.5.2. Brazil
      • 6.5.2.1. Brazil data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.6. Middle East and Africa
    • 6.6.1. Middle East and Africa data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.6.2. UAE
      • 6.6.2.1. UAE data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.6.3. South Africa
      • 6.6.3.2. South Africa data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 6.6.4. KSA
      • 6.6.4.3. KSA data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. Competitive Landscape

  • 7.1. Recent Developments & Impact Analysis by Key Market Participants
  • 7.2. Company Categorization
  • 7.3. Company Market Positioning
  • 7.4. Company Market Share Analysis
  • 7.5. Company Heat Map Analysis
  • 7.6. Strategy Mapping
    • 7.6.1. Expansion
    • 7.6.2. Mergers & Acquisition
    • 7.6.3. Partnerships & Collaborations
    • 7.6.4. New Product Launches
    • 7.6.5. Research And Development
  • 7.7. Company Profiles
    • 7.7.1. Accenture plc
      • 7.7.1.1. Participant's Overview
      • 7.7.1.2. Financial Performance
      • 7.7.1.3. Product Benchmarking
      • 7.7.1.4. Recent Developments
    • 7.7.2. Alteryx, Inc.
      • 7.7.2.1. Participant's Overview
      • 7.7.2.2. Financial Performance
      • 7.7.2.3. Product Benchmarking
      • 7.7.2.4. Recent Developments
    • 7.7.3. Amazon Web Services, Inc.
      • 7.7.3.1. Participant's Overview
      • 7.7.3.2. Financial Performance
      • 7.7.3.3. Product Benchmarking
      • 7.7.3.4. Recent Developments
    • 7.7.4. International Business Machines Corporation
      • 7.7.4.1. Participant's Overview
      • 7.7.4.2. Financial Performance
      • 7.7.4.3. Product Benchmarking
      • 7.7.4.4. Recent Developments
    • 7.7.5. Microsoft Corporation
      • 7.7.5.1. Participant's Overview
      • 7.7.5.2. Financial Performance
      • 7.7.5.3. Product Benchmarking
      • 7.7.5.4. Recent Developments
    • 7.7.6. Oracle Corporation
      • 7.7.6.1. Participant's Overview
      • 7.7.6.2. Financial Performance
      • 7.7.6.3. Product Benchmarking
      • 7.7.6.4. Recent Developments
    • 7.7.7. SAP SE
      • 7.7.7.1. Participant's Overview
      • 7.7.7.2. Financial Performance
      • 7.7.7.3. Product Benchmarking
      • 7.7.7.4. Recent Developments
    • 7.7.8. SAS Institute Inc.
      • 7.7.8.1. Participant's Overview
      • 7.7.8.2. Financial Performance
      • 7.7.8.3. Product Benchmarking
      • 7.7.8.4. Recent Developments
    • 7.7.9. Sisense Inc.
      • 7.7.9.1. Participant's Overview
      • 7.7.9.2. Financial Performance
      • 7.7.9.3. Product Benchmarking
      • 7.7.9.4. Recent Developments
    • 7.7.10. Tableau Software LLC
      • 7.7.10.1. Participant's Overview
      • 7.7.10.2. Financial Performance
      • 7.7.10.3. Product Benchmarking
      • 7.7.10.4. Recent Developments