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市場調査レポート
商品コード
1004541

ビッグデータアナリティクス:世界市場規模予測(2020年~2028年)

Big Data Analytics - Global Market Outlook (2020-2028)

出版日: | 発行: Stratistics Market Research Consulting | ページ情報: 英文 150+ Pages | 納期: 2-3営業日

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=110.86円
ビッグデータアナリティクス:世界市場規模予測(2020年~2028年)
出版日: 2021年04月01日
発行: Stratistics Market Research Consulting
ページ情報: 英文 150+ Pages
納期: 2-3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界のビッグデータアナリティクスの市場規模は、2020年に1,768億米ドルとなり、予測期間中に12.5%のCAGRで成長し、2028年までに4,536億3,000万米ドルに達すると予測されています。

成長する革新と技術の進歩、およびいくつかのアプリケーションにおけるビッグデータツールの需要の高まりは、市場の成長を推進する要因です。ただし、セキュリティ上の懸念とツールや技術に関する認識の欠如は、市場の成長を妨げています。

当レポートではビッグデータアナリティクスの世界市場を調査し、市場の概要、市場の成長要因および阻害要因の分析、市場機会、Covid-19の影響、コンポーネント・組織規模・分類・展開・分析タイプ・アプリケーション・エンドユーザー・販売チャネル・地域別の市場規模の推移と予測、競合情勢、主要企業のプロファイルなど、体系的な情報を提供しています。

目次

第1章 エグゼクティブサマリー

第2章 序文

第3章 市場動向分析

  • イントロダクション
  • 促進要因
  • 抑制要因
  • 市場機会
  • 脅威
  • アプリケーション分析
  • エンドユーザー分析
  • 新興市場
  • Covid-19の影響

第4章 ポーターズのファイブフォース分析

第5章 コンポーネント別

  • イントロダクション
  • サービス
    • コンサルティングと開発サービス
    • マネージドサービス
    • トレーニングとサポートサービス
  • ソフトウェア
    • 分析およびアプリケーションデータベース
    • 分析アプリケーション
    • アプリケーションインフラストラクチャ
    • データサイエンス
    • ストリーム処理
  • ソリューション
    • アプリケーションソフトウェア
    • 管理ソフトウェア
    • パッケージソフトウェア
    • パフォーマンスモニタリングソフトウェア

第6章 組織規模別

  • イントロダクション
  • 中小企業(SME)
  • 大規模組織

第7章 分類別

  • イントロダクション
  • コンテンツ分析
  • 顧客分析
  • 不正検出
  • 危機管理

第8章 展開別

  • イントロダクション
  • クラウドベース
  • オンプレミス
    • ハイブリッドクラウド
    • プライベートクラウド
    • パブリッククラウド

第9章 分析タイプ別

  • イントロダクション
  • 記述分析
  • 診断分析
  • 予測分析
  • 処方分析

第10章 アプリケーション別

  • イントロダクション
  • 不正とリスクの検出
  • モノのインターネット(IoT)
  • 言語分析
  • 機械学習
  • マーチャンダイジングとサプライチェーン分析
  • メインフレームのオフロード
  • オペレーショナルインテリジェンス
  • パターンの発見と分析
  • 予知保全
  • セキュリティインテリジェンス
  • ソーシャルメディア分析
  • ユーザー行動分析

第11章 エンドユーザー別

  • イントロダクション
  • 航空宇宙と防衛
  • 自動車
  • 銀行、金融サービス、保険(BFSI)
  • 教育
  • エネルギーとユーティリティ
  • 政府とインテリジェンス(G&I)
  • ヘルスケアとライフサイエンス
  • 情報技術(IT)と電気通信
  • 輸送とロジスティクス
  • 製造
    • ディスクリート製造
    • プロセス製造
  • メディアとエンターテインメント
  • 小売り

第12章 販売チャネル別

  • イントロダクション
  • オンラインチャンネル
  • 従来のマーケティングチャネル(オフライン)

第13章 地域別

  • イントロダクション
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • ドイツ
    • 英国
    • イタリア
    • フランス
    • スペイン
    • その他欧州
  • アジア太平洋地域
    • 日本
    • 中国
    • インド
    • オーストラリア
    • ニュージーランド
    • 韓国
    • その他アジア太平洋地域
  • 南米
    • アルゼンチン
    • ブラジル
    • チリ
    • その他南米
  • 中東とアフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • カタール
    • 南アフリカ
    • その他中東およびアフリカ

第14章 主な発展

  • 契約、パートナーシップ、コラボレーション、ジョイントベンチャー
  • 買収と合併
  • 新製品の発売
  • 拡張
  • その他の重要な戦略

第15章 企業プロファイル

  • Amazon Web Services, Inc
  • Cloudera, Inc
  • Google LLC
  • Hewlett Packard Enterprise Development LP
  • Hitachi Vantara Corporation
  • IBM Corporation
  • MarkLogic Corporation
  • Microsoft Corp
  • New Relic, Inc
  • Oracle Corp
  • Pivotal Software, Inc
  • SAP SE
  • Sigma Data Systems
  • Tableau Software
  • Teradata Corporation
図表

List of Tables

  • Table 1 Global Big Data Analytics Market Outlook, By Region (2019-2028) (US $MN)
  • Table 2 Global Big Data Analytics Market Outlook, By Component (2019-2028) (US $MN)
  • Table 3 Global Big Data Analytics Market Outlook, By Services (2019-2028) (US $MN)
  • Table 4 Global Big Data Analytics Market Outlook, By Consulting & Development Services (2019-2028) (US $MN)
  • Table 5 Global Big Data Analytics Market Outlook, By Managed Services (2019-2028) (US $MN)
  • Table 6 Global Big Data Analytics Market Outlook, By Training & Support Services (2019-2028) (US $MN)
  • Table 7 Global Big Data Analytics Market Outlook, By Software (2019-2028) (US $MN)
  • Table 8 Global Big Data Analytics Market Outlook, By Analytic and Application Database (2019-2028) (US $MN)
  • Table 9 Global Big Data Analytics Market Outlook, By Analytics Applications (2019-2028) (US $MN)
  • Table 10 Global Big Data Analytics Market Outlook, By Application Infrastructure (2019-2028) (US $MN)
  • Table 11 Global Big Data Analytics Market Outlook, By Data Science (2019-2028) (US $MN)
  • Table 12 Global Big Data Analytics Market Outlook, By Stream Processing (2019-2028) (US $MN)
  • Table 13 Global Big Data Analytics Market Outlook, By Solution (2019-2028) (US $MN)
  • Table 14 Global Big Data Analytics Market Outlook, By Application Software (2019-2028) (US $MN)
  • Table 15 Global Big Data Analytics Market Outlook, By Management Software (2019-2028) (US $MN)
  • Table 16 Global Big Data Analytics Market Outlook, By Packaged Software (2019-2028) (US $MN)
  • Table 17 Global Big Data Analytics Market Outlook, By Performance Monitoring Software (2019-2028) (US $MN)
  • Table 18 Global Big Data Analytics Market Outlook, By Organization Size (2019-2028) (US $MN)
  • Table 19 Global Big Data Analytics Market Outlook, By Small and Medium Enterprises (SMEs) (2019-2028) (US $MN)
  • Table 20 Global Big Data Analytics Market Outlook, By Large-Scale Organizations (2019-2028) (US $MN)
  • Table 21 Global Big Data Analytics Market Outlook, By Classification (2019-2028) (US $MN)
  • Table 22 Global Big Data Analytics Market Outlook, By Content Analytics (2019-2028) (US $MN)
  • Table 23 Global Big Data Analytics Market Outlook, By Customer Analytics (2019-2028) (US $MN)
  • Table 24 Global Big Data Analytics Market Outlook, By Fraud Detection (2019-2028) (US $MN)
  • Table 25 Global Big Data Analytics Market Outlook, By Risk Management (2019-2028) (US $MN)
  • Table 26 Global Big Data Analytics Market Outlook, By Deployment (2019-2028) (US $MN)
  • Table 27 Global Big Data Analytics Market Outlook, By Cloud-Based (2019-2028) (US $MN)
  • Table 28 Global Big Data Analytics Market Outlook, By On-Premises (2019-2028) (US $MN)
  • Table 29 Global Big Data Analytics Market Outlook, By Hybrid Cloud (2019-2028) (US $MN)
  • Table 30 Global Big Data Analytics Market Outlook, By Private Cloud (2019-2028) (US $MN)
  • Table 31 Global Big Data Analytics Market Outlook, By Public Cloud (2019-2028) (US $MN)
  • Table 32 Global Big Data Analytics Market Outlook, By Analytics Type (2019-2028) (US $MN)
  • Table 33 Global Big Data Analytics Market Outlook, By Descriptive Analytics (2019-2028) (US $MN)
  • Table 34 Global Big Data Analytics Market Outlook, By Diagnostic Analytics (2019-2028) (US $MN)
  • Table 35 Global Big Data Analytics Market Outlook, By Predictive Analytics (2019-2028) (US $MN)
  • Table 36 Global Big Data Analytics Market Outlook, By Prescriptive Analytics (2019-2028) (US $MN)
  • Table 37 Global Big Data Analytics Market Outlook, By Application (2019-2028) (US $MN)
  • Table 38 Global Big Data Analytics Market Outlook, By Fraud & Risk Detection (2019-2028) (US $MN)
  • Table 39 Global Big Data Analytics Market Outlook, By Internet of Things (IoT) (2019-2028) (US $MN)
  • Table 40 Global Big Data Analytics Market Outlook, By Linguistic Analytics (2019-2028) (US $MN)
  • Table 41 Global Big Data Analytics Market Outlook, By Machine Learning (2019-2028) (US $MN)
  • Table 42 Global Big Data Analytics Market Outlook, By Merchandising & Supply Chain Analytics (2019-2028) (US $MN)
  • Table 43 Global Big Data Analytics Market Outlook, By Offloading Mainframe (2019-2028) (US $MN)
  • Table 44 Global Big Data Analytics Market Outlook, By Operational Intelligence (2019-2028) (US $MN)
  • Table 45 Global Big Data Analytics Market Outlook, By Pattern Discovery and Analysis (2019-2028) (US $MN)
  • Table 46 Global Big Data Analytics Market Outlook, By Predictive Maintenance (2019-2028) (US $MN)
  • Table 47 Global Big Data Analytics Market Outlook, By Security Intelligence (2019-2028) (US $MN)
  • Table 48 Global Big Data Analytics Market Outlook, By Social Media Analytics (2019-2028) (US $MN)
  • Table 49 Global Big Data Analytics Market Outlook, By User Behaviour Analytics (2019-2028) (US $MN)
  • Table 50 Global Big Data Analytics Market Outlook, By End User (2019-2028) (US $MN)
  • Table 51 Global Big Data Analytics Market Outlook, By Aerospace & Defense (2019-2028) (US $MN)
  • Table 52 Global Big Data Analytics Market Outlook, By Automotive (2019-2028) (US $MN)
  • Table 53 Global Big Data Analytics Market Outlook, By Banking, Financial Services and Insurance (BFSI) (2019-2028) (US $MN)
  • Table 54 Global Big Data Analytics Market Outlook, By Education (2019-2028) (US $MN)
  • Table 55 Global Big Data Analytics Market Outlook, By Energy & Utility (2019-2028) (US $MN)
  • Table 56 Global Big Data Analytics Market Outlook, By Government & Intelligence (G & I) (2019-2028) (US $MN)
  • Table 57 Global Big Data Analytics Market Outlook, By Healthcare & Lifesciences (2019-2028) (US $MN)
  • Table 58 Global Big Data Analytics Market Outlook, By Information Technology (IT) & Telecommunication (2019-2028) (US $MN)
  • Table 59 Global Big Data Analytics Market Outlook, By Transportation & Logistics (2019-2028) (US $MN)
  • Table 60 Global Big Data Analytics Market Outlook, By Manufacturing (2019-2028) (US $MN)
  • Table 61 Global Big Data Analytics Market Outlook, By Discrete Manufacturing (2019-2028) (US $MN)
  • Table 62 Global Big Data Analytics Market Outlook, By Process Manufacturing (2019-2028) (US $MN)
  • Table 63 Global Big Data Analytics Market Outlook, By Media & Entertainment (2019-2028) (US $MN)
  • Table 64 Global Big Data Analytics Market Outlook, By Retail (2019-2028) (US $MN)
  • Table 65 Global Big Data Analytics Market Outlook, By Sales Channel (2019-2028) (US $MN)
  • Table 66 Global Big Data Analytics Market Outlook, By Online Channel (2019-2028) (US $MN)
  • Table 67 Global Big Data Analytics Market Outlook, By Traditional Marketing Channel (Offline) (2019-2028) (US $MN)

NOTE: Tables for North America, Europe, Asia Pacific, South America and Middle East & Africa are represented in the same manner above.

目次

According to Stratistics MRC, the Global Big Data Analytics Market is accounted for $176.80 billion in 2020 and is expected to reach $453.63 billion by 2028 growing at a CAGR of 12.5% during the forecast period. The growing innovations and technological advancements and rising demands of big data tools in several applications are the factors driving the market growth. However, the security concerns and lack of awareness about the tools and techniques are hampering the growth of the market.

Big data analytics is an inspection of large and varied data sets commonly known as big data to discover hidden patterns. It is also widely used for discovering unknown correlations and some other useful information that can guide organizations to make more informed decisions, improved operational efficiency, and better opportunities.

Based on the end user, the healthcare & lifesciences segment is going to have lucrative growth during the forecast period due to factors such as reduced costs of treatment by detecting disease at an early stage, with which, the patients can be provided with evidence-based medicine by analyzing the past medical history. By geography, North America is going to have high growth during the forecast period, owing to the increasing saturation of big data giants in the region.

Some of the key players profiled in the Big Data Analytics Market include Amazon Web Services, Inc, Cloudera, Inc, Google LLC, Hewlett Packard Enterprise Development LP, Hitachi Vantara Corporation , IBM Corporation, MarkLogic Corporation , Microsoft Corp, New Relic, Inc , Oracle Corp, Pivotal Software, Inc, SAP SE , Sigma Data Systems , Tableau Software, and Teradata Corporation.

Components Covered:

  • Services
  • Software
  • Solutions

Organization Sizes Covered:

  • Small and Medium Enterprises (SMEs)
  • Large-Scale Organizations

Classifications Covered:

  • Content Analytics
  • Customer Analytics
  • Fraud Detection
  • Risk Management

Deployments Covered:

  • Cloud-Based
  • On-Premises

Analytic Types Covered:

  • Descriptive Analytics
  • Diagnostic Analytics
  • Predictive Analytics
  • Prescriptive Analytics

Applications Covered:

  • Fraud & Risk Detection
  • Internet of Things (IoT)
  • Linguistic Analytics
  • Machine Learning
  • Merchandising & Supply Chain Analytics
  • Offloading Mainframe
  • Operational Intelligence
  • Pattern Discovery and Analysis
  • Predictive Maintenance
  • Security Intelligence
  • Social Media Analytics
  • User Behaviour Analytics

End Users Covered:

  • Aerospace & Defense
  • Automotive
  • Banking, Financial Services and Insurance (BFSI)
  • Education
  • Energy & Utility
  • Government & Intelligence (G & I)
  • Healthcare & Lifesciences
  • Information Technology (IT) & Telecommunication
  • Transportation & Logistics
  • Manufacturing
  • Media & Entertainment
  • Retail

Sales Channels Covered:

  • Online Channel
  • Traditional Marketing Channel (Offline)

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2019, 2020, 2021, 2025 and 2028
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Big Data Analytics Market, By Component

  • 5.1 Introduction
  • 5.2 Services
    • 5.2.1 Consulting & Development Services
    • 5.2.2 Managed Services
    • 5.2.3 Training & Support Services
  • 5.3 Software
    • 5.3.1 Analytic and Application Database
    • 5.3.2 Analytics Applications
    • 5.3.3 Application Infrastructure
    • 5.3.4 Data Science
    • 5.3.5 Stream Processing
  • 5.4 Solutions
    • 5.3.1 Application Software
    • 5.3.2 Management Software
    • 5.3.3 Packaged Software
    • 5.3.4 Performance Monitoring Software

6 Global Big Data Analytics Market, By Organization Size

  • 6.1 Introduction
  • 6.2 Small and Medium Enterprises (SMEs)
  • 6.3 Large-Scale Organizations

7 Global Big Data Analytics Market, By Classification

  • 7.1 Introduction
  • 7.2 Content Analytics
  • 7.3 Customer Analytics
  • 7.4 Fraud Detection
  • 7.5 Risk Management

8 Global Big Data Analytics Market, By Deployment

  • 8.1 Introduction
  • 8.2 Cloud-Based
  • 8.3 On-Premises
    • 8.3.1 Hybrid Cloud
    • 8.3.2 Private Cloud
    • 8.3.3 Public Cloud

9 Global Big Data Analytics Market, By Analytics Type

  • 9.1 Introduction
  • 9.2 Descriptive Analytics
  • 9.3 Diagnostic Analytics
  • 9.4 Predictive Analytics
  • 9.5 Prescriptive Analytics

10 Global Big Data Analytics Market, By Application

  • 10.1 Introduction
  • 10.2 Fraud & Risk Detection
  • 10.3 Internet of Things (IoT)
  • 10.4 Linguistic Analytics
  • 10.5 Machine Learning
  • 10.6 Merchandising & Supply Chain Analytics
  • 10.7 Offloading Mainframe
  • 10.8 Operational Intelligence
  • 10.9 Pattern Discovery and Analysis
  • 10.10 Predictive Maintenance
  • 10.11 Security Intelligence
  • 10.12 Social Media Analytics
  • 10.13 User Behaviour Analytics

11 Global Big Data Analytics Market, By End User

  • 11.1 Introduction
  • 11.2 Aerospace & Defense
  • 11.3 Automotive
  • 11.4 Banking, Financial Services and Insurance (BFSI)
  • 11.5 Education
  • 11.6 Energy & Utility
  • 11.7 Government & Intelligence (G & I)
  • 11.8 Healthcare & Lifesciences
  • 11.9 Information Technology (IT) & Telecommunication
  • 11.10 Transportation & Logistics
  • 11.11 Manufacturing
    • 11.11.1 Discrete Manufacturing
    • 11.11.2 Process Manufacturing
  • 11.12 Media & Entertainment
  • 11.13 Retail

12 Global Big Data Analytics Market, By Sales Channel

  • 12.1 Introduction
  • 12.2 Online Channel
  • 12.3 Traditional Marketing Channel (Offline)

13 Global Big Data Analytics Market, By Geography

  • 13.1 Introduction
  • 13.2 North America
    • 13.2.1 US
    • 13.2.2 Canada
    • 13.2.3 Mexico
  • 13.3 Europe
    • 13.3.1 Germany
    • 13.3.2 UK
    • 13.3.3 Italy
    • 13.3.4 France
    • 13.3.5 Spain
    • 13.3.6 Rest of Europe
  • 13.4 Asia Pacific
    • 13.4.1 Japan
    • 13.4.2 China
    • 13.4.3 India
    • 13.4.4 Australia
    • 13.4.5 New Zealand
    • 13.4.6 South Korea
    • 13.4.7 Rest of Asia Pacific
  • 13.5 South America
    • 13.5.1 Argentina
    • 13.5.2 Brazil
    • 13.5.3 Chile
    • 13.5.4 Rest of South America
  • 13.6 Middle East & Africa
    • 13.6.1 Saudi Arabia
    • 13.6.2 UAE
    • 13.6.3 Qatar
    • 13.6.4 South Africa
    • 13.6.5 Rest of Middle East & Africa

14 Key Developments

  • 14.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 14.2 Acquisitions & Mergers
  • 14.3 New Product Launch
  • 14.4 Expansions
  • 14.5 Other Key Strategies

15 Company Profiling

  • 15.1 Amazon Web Services, Inc
  • 15.2 Cloudera, Inc
  • 15.3 Google LLC
  • 15.4 Hewlett Packard Enterprise Development LP
  • 15.5 Hitachi Vantara Corporation
  • 15.6 IBM Corporation
  • 15.7 MarkLogic Corporation
  • 15.8 Microsoft Corp
  • 15.9 New Relic, Inc
  • 15.10 Oracle Corp
  • 15.11 Pivotal Software, Inc
  • 15.12 SAP SE
  • 15.13 Sigma Data Systems
  • 15.14 Tableau Software
  • 15.15 Teradata Corporation