市場調査レポート

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1504889

ビッグデータアナリティクスの市場規模、シェア、成長分析：コンポーネント別、企業タイプ別、データタイプ別、アプリケーション別、ビジネス機能別、業種別、地域別 - 産業予測、2024-2031年

Big Data Analytics Market Size, Share, Growth Analysis, By Component, By Enterprise Type, By Application, By Industry Vertical, By Region - Industry Forecast 2024-2031

出版日: 2024年06月21日 | 発行: SkyQuest

| ページ情報: 英文 157 Pages | 納期: 3～5営業日

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PDF & Excel (Enterprise License)

USD 7,100 1,048,812円

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概要
目次

概要

サンプル依頼リストに入れる

ビッグデータアナリティクスの市場規模は2022年に2,728億米ドルとなり、2023年の3,093億5,000万米ドルから2031年には8,459億7,000万米ドルに成長し、予測期間中（2024年～2031年）のCAGRは13.40％で成長する見通しです。

ビッグデータアナリティクス市場は、意思決定の支援、業務効率の改善、顧客満足度の向上を目的として膨大な量のデータを分析するためのさまざまな技術、ツール、テクニックを包含しており、急速に進化し、世界中の産業を大きく変革しています。ソーシャルメディア、IoTデバイス、デジタルトランザクション、モバイルアプリケーションからのデータの急増が、過去10年間におけるビッグデータアナリティクスの広範な採用を促進してきました。この成長は、より深いデータ洞察を可能にするAIや機械学習の進歩や、あらゆる規模の企業にとってアナリティクスをより身近で費用対効果の高いものにするクラウドコンピューティングの普及によって、さらに加速しています。ビッグデータアナリティクスの用途はヘルスケア、金融、小売など様々な分野に及び、データ主導の戦略によって患者ケア、リスク管理、顧客満足度を向上させています。市場は成長しているもの、データプライバシーに関する懸念や熟練した専門家の不足といった課題に直面しています。しかし、現在進行中のトレーニングイニシアティブや、エッジコンピューティングやブロックチェーンといった新たなテクノロジーは、市場のさらなる拡大とイノベーションを促進し、ビッグデータアナリティクスを現代のビジネスプロセスにおける重要な要素として確固たるものにすることが期待されています。

市場概要
マーケティング・販売
- 顧客セグメンテーション
- ソーシャルメディア管理
- 販売予測
- カスタマージャーニー管理
- その他
人事
- 人材獲得
- 従業員エンゲージメント
- 人材管理
- パフォーマンス管理
- その他
オペレーション
- ITインフラの最適化
- ITサービス管理
- インシデント対応と解決
- 在庫管理
- その他
財務・会計
- 不正行為検出
- 危機管理
- 財務予測
- 信用スコアリング
- その他
その他のビジネス機能

ビッグデータアナリティクス市場：業種別

市場概要
BFSI
自動車
通信/メディア
ヘルスケア
ライフサイエンス
小売
エネルギー・ユーティリティ
政府
教育
製造
その他

ビッグデータアナリティクス市場：地域別

市場概要
北米
- 米国
- カナダ
欧州
- ドイツ
- スペイン
- フランス
- 英国
- イタリア
- その他欧州地域
アジア太平洋地域
- 中国
- インド
- 日本
- 韓国
- その他アジア太平洋地域
ラテンアメリカ
- ブラジル
- その他ラテンアメリカ地域
中東・アフリカ（MEA）
- GCC諸国
- 南アフリカ
- その他中東・アフリカ地域

競合情勢

上位5社の比較
主要企業の市場ポジショニング（2023年）
主な市場企業が採用した戦略
市場における最近の活動
主要企業の市場シェア（2023年）

主要企業プロファイル

Amazon Web Services Inc.（United States）
International Business Machines Corporation（United States）
Looker Data Sciences, Inc.（United States）
Mu Sigma（United States）
Oracle Corporation（United States）
SAP SE（Germany）
Sisense Inc.（United States）
Tableau Software LLC.（United States）
ThoughtSpot Inc.（United States）
Zoho Corporation Pvt. Ltd.（India）
Microsoft Corporation（United States）
Fair Isaac Corporation（United States）
Salesforce Inc.（United States）
Equifax, Inc.（United States）
TransUnion（United States）
QlikTech International AB（Sweden）
SAS Institute Inc.（United States）
Datameer（United States）
Google LLC（United States）
Hewlett Packard Enterprise（United States）

Product Code: SQMIG45A2211

Big Data Analytics Market size was valued at USD 272.80 billion in 2022 and is poised to grow from USD 309.35 billion in 2023 to USD 845.97 billion by 2031, growing at a CAGR of 13.40% during the forecast period (2024-2031).

The Big Data Analytics market is rapidly evolving and significantly transforming industries worldwide, encompassing various technologies, tools, and techniques for analyzing vast amounts of data to aid in decision-making, improve operational efficiency, and enhance customer satisfaction. The surge in data from social media, IoT devices, digital transactions, and mobile applications has driven widespread adoption of Big Data Analytics over the past decade. This growth is further fueled by advancements in AI and machine learning, which enable deeper data insights, and the proliferation of cloud computing, which makes analytics more accessible and cost-effective for businesses of all sizes. The application of Big Data Analytics spans various sectors, such as healthcare, finance, and retail, enhancing patient care, risk management, and customer satisfaction through data-driven strategies. Despite its growth, the market faces challenges like data privacy concerns and a shortage of skilled professionals. However, ongoing training initiatives and emerging technologies like edge computing and blockchain promise to drive further market expansion and innovation, solidifying Big Data Analytics as a critical component of modern business processes.

Top-down and bottom-up approaches were used to estimate and validate the size of the Big Data Analytics market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Big Data Analytics Market Segmental Analysis

The Big Data Analytics market is segmented by component, enterprise type, application, industry verticals, and region. Based on component, the market is segmented into hardware, software, and services. Further based on software market is segmented into credit risk management, business intelligence solutions, CRM Analytics, compliance analytics, workforce analytics, and others. Based on hardware market Is segmented into servers, storage devices, networking equipment, and data centres. Based on services, the market is segmented into consulting services, system integration services, and managed services. Based on enterprise type, the market is segmented into large enterprises, and small & medium enterprises (SMEs). Based on application, the market is segmented into data discovery and visualization (DDV), advanced analytics (AA), and others. Based on industry verticals, the market is segmented into BFSI, automotive, telecom/media, healthcare, life sciences, retail, energy & utility, government, and others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Middle East and Africa, and Latin America.

Drivers of the Big Data Analytics Market

The Big Data Analytics market has surged due to the explosive growth in data generation across various industries. With the proliferation of IoT devices, social media, digital transactions, and smart devices, data is being produced at an unprecedented rate. This vast amount of data, when analyzed effectively, offers valuable insights for organizations, driving the adoption of advanced analytics. In today's competitive landscape, organizational leaders are focused on gaining an edge by leveraging these large data sets, necessitating the implementation of efficient Big Data Analytics solutions to transform raw data into strategic assets for decision-making and innovation.

Restraints in the Big Data Analytics Market

Although big data analytics offers significant benefits, its market growth is hindered by data privacy and security concerns. The increasing collection and processing of personal and business-related information heighten fears of data leakage and misuse. The introduction of data protection laws such as GDPR and CCPA mandates strict guidelines for data management, storage, and processing. These regulations, coupled with the potential damage data breaches can cause to an organization's reputation, make companies wary of fully embracing big data analytics. Consequently, this caution slows down the development and expansion of the big data analytics market.

Market Trends of the Big Data Analytics Market

One of the significant trends in the Big Data Analytics market is edge computing. As the number of devices generating data at the network edge grows, it becomes essential to analyze this data locally to reduce latency and traffic costs. Edge computing enables real-time data analysis and swift decision-making by processing data on edge devices before transmitting it to central data centers. This approach is especially beneficial in sectors like healthcare, manufacturing, and self-driving cars, where real-time data is crucial. Integrating edge computing with Big Data Analytics enhances efficiency and expands the applications of analytics solutions across various industries.

Introduction

Objectives of the Study
Definitions
Market Scope

Research Methodology

Information Procurement
Secondary & Primary Data Sources
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Market Overview Outlook
Supply Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers

Key Market Insights

Key Success Factors
Degree of Competition
Technology Analysis
Regulatory Analysis
Startup Analysis
Case Study Analysis
Patent Analysis
Value Chain Analysis
Top Investment Pockets
Market Attractiveness Index
Market Ecosystem

Big Data Analytics Market by Component

Market Overview
Software
- Cloud
- Public Cloud
- Private Cloud
- Hybrid Cloud
- On-Premises
Hardware
Services

Big Data Analytics Market by Enterprise Type

Market Overview
Large Enterprises
Small & Medium Enterprises (SMEs)

Big Data Analytics Market by Type

Market Overview
Prescriptive Analytics
Predictive Analytics
Customer Analytics
Descriptive Analytics
Others

Big Data Analytics Market by Data Type

Market Overview
Unstructured Data
Semi-structured Data
Unstructured Data

Big Data Analytics Market by Application

Market Overview
Data Discovery and Visualization (DDV)
Advanced Analytics (AA)
Others

Big Data Analytics Market by Business Function

Market Overview
Marketing & Sales
- Customer Segmentation
- Social Media Management
- Sales Forecasting
- Customer Journey Management
- Others
Human Resources
- Talent Acquisition
- Employee Engagement
- Workforce Management
- Performance Management
- Others
Operations
- IT Infrastructure Optimization
- IT Service Management
- Incident Response And Resolution
- Inventory Management
- Others
Finance & Accounting
- Fraud Detection
- Risk Management
- Financial Forecasting
- Credit Scoring
- Others
Other Business Functions

Big Data Analytics Market by Industry Vertical

Market Overview
BFSI
Automotive
Telecom/Media
Healthcare
Life Sciences
Retail
Energy & Utility
Government
Education
Manufacturing
Others

Big Data Analytics Market Size by Region

Market Overview
North America
- USA
- Canada
Europe
- Germany
- Spain
- France
- UK
- Italy
- Rest of Europe
Asia Pacific
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
Latin America
- Brazil
- Rest of Latin America
Middle East & Africa (MEA)
- GCC Countries
- South Africa
- Rest of MEA

Competitive Landscape

Top 5 Player Comparison
Market Positioning of Key Players, 2023
Strategies Adopted by Key Market Players
Recent Activities in the Market
Key Companies Market Share (%), 2023

Key Company Profiles

Amazon Web Services Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
International Business Machines Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Looker Data Sciences, Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Mu Sigma (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Oracle Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAP SE (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Sisense Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Tableau Software LLC. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
ThoughtSpot Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Zoho Corporation Pvt. Ltd. (India)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Fair Isaac Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Salesforce Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Equifax, Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
TransUnion (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
QlikTech International AB (Sweden)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Datameer (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Google LLC (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hewlett Packard Enterprise (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments

ビッグデータアナリティクスの市場規模、シェア、成長分析：コンポーネント別、企業タイプ別、データタイプ別、アプリケーション別、ビジネス機能別、業種別、地域別 - 産業予測、2024-2031年

Big Data Analytics Market Size, Share, Growth Analysis, By Component, By Enterprise Type, By Application, By Industry Vertical, By Region - Industry Forecast 2024-2031

目次

イントロダクション

調査手法

エグゼクティブサマリー

市場力学と見通し

主な市場の考察

ビッグデータアナリティクス市場：コンポーネント別

ビッグデータアナリティクス市場：企業タイプ別

ビッグデータアナリティクス市場：データタイプ別