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세계의 군중 분석 시장(2024-2031년) : 시장 규모, 점유율 및 동향 분석(전개 방식별, 컴포넌트별, 용도별, 조직 규모별, 업종별), 지역별 전망 및 예측

Global Crowd Analytics Market Size, Share & Trends Analysis Report By Deployment Mode (Cloud, and On-premise), By Component, By Application, By Organization Size, By Vertical, By Regional Outlook and Forecast, 2024 - 2031

발행일: 2025년 01월 | 리서치사:

KBV Research | 페이지 정보: 영문 366 Pages | 배송안내 : 즉시배송

※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

군중 분석 시장 규모는 예측 기간 동안 23.7%의 연평균 복합 성장률(CAGR)로 성장하여 2031년까지 86억 6,000만 달러에 달할 것으로 예상되고 있습니다.

기존의 군중 감시 방법은 수작업 관찰과 초보적인 감시에 의존했지만, 이는 비효율적이고 오류가 발생하기 쉽습니다. 그러나 AI, 머신러닝(ML), 빅데이터의 통합으로 이 분야는 혁명적으로 변화하여 실시간 분석, 예측적 통찰, 자동 의사결정이 가능해졌습니다. 군중 분석에서 AI의 가장 중요한 영향 중 하나는 예측 분석의 개선입니다. 따라서 AI와 빅데이터 분석이 계속 진행됨에 따라 이러한 분석의 기능이 더욱 확대됩니다.

그러나 프라이버시와 데이터 보안은 군중 분석 시장이 직면하는 가장 큰 도전 중 하나입니다. 기업, 정부, 공공기관이 공간 활용 최적화, 보안 강화, 고객 경험 향상을 위해 군중의 움직임 데이터에 점점 의존하게 됨에 따라 개인의 프라이버시에 대한 우려가 크게 증가하고 있습니다. 많은 사용자가 데이터를 수집, 저장 및 사용하는 방법에 대해 우려를 표명하고 있으며, 그 결과 광범위한 채용에 대한 저항이 탄생했습니다. 따라서 이러한 요인은 시장 성장을 방해할 수 있습니다.

전개 방식별 전망

배포 방식별로 보면 시장은 클라우드와 온프레미스로 나뉘어져 있습니다. 온프레미스 부문은 2023년 시장에서 45%의 수익 점유율을 달성했습니다. 정부, 법 집행 기관, 운송, 중요 인프라 조직은 온프레미스 배포를 선호하여 데이터 프라이버시, 저지연 처리 및 전통적인 보안 시스템과의 통합을 보장합니다. 공항, 경기장, 감시 기관 등 민감한 군중 데이터를 처리하는 기업은 스토리지, 분석 및 사용 권한을 더욱 세밀하게 제어할 수 있는 맞춤형 솔루션이 필요합니다.

컴포넌트별 전망

구성 요소를 기반으로 시장은 솔루션과 서비스로 나뉩니다. 서비스 부문은 2023년에 시장에서 37%의 수익 점유율을 달성했습니다. 조직이 군중 분석 솔루션을 기존 인프라에 통합하려고 하기 때문에 컨설팅, 구현, 교육 및 유지보수 서비스에 대한 수요가 증가하고 있습니다. 많은 기업과 정부 기관은 AI 기반 분석 플랫폼을 효과적으로 도입하고 관리하기 위한 기술적 전문 지식이 부족합니다. 그 결과 군중 분석 시스템의 원활한 구현과 운영을 보장하기 위해 전문 서비스, 관리 서비스 및 시스템 통합 전문가에 의존합니다.

용도별 전망

용도에 따라 시장은 보안, 안전, 군중 관리, 추적 및 모니터링 등으로 분류됩니다. 군중 관리 부문은 2023년 시장에서 24%의 수익 점유율을 달성했습니다. 도시, 공공시설, 기업은 보행자와 차량의 움직임을 효율적으로 감시 및 제어하기 위해 IoT 대응 센서, AI 구동형 분석, 지리공간 매핑을 채용하는 경우가 늘고 있습니다. 대규모 이벤트 증가, 쇼핑몰 확장, 관광 성장으로 혼잡 완화, 대중교통 경로 최적화, 부드러운 군중 이동 보장에 도움이 되는 군중 관리 솔루션에 대한 수요가 증가하고 있습니다.

조직 규모별 전망

조직 규모별로 보면 시장은 대기업과 중소기업으로 나뉘어져 있습니다. 중소기업은 2023년 시장에서 27%의 수익 점유율을 달성했습니다. 엣지 컴퓨팅과 SaaS 기반 군중 분석이 시작됨에 따라 중소기업은 상당한 인프라 투자 없이 보행자 수, 점유 수준, 고객 행동에 대한 실시간 인사이트를 활용할 수 있게 되었습니다. 소매점, 레스토랑, 이벤트 관리 회사 및 접객 기업은 운영 효율성과 고객 경험을 향상시키기 위해 클라우드 히트 매핑, 대기열 관리 및 점유 추적 도구를 채택하는 경우가 늘고 있습니다.

업종별 전망

업종에 따라 시장은 생필품 및 소매업, 교통, 미디어 및 엔터테인먼트, 공공 안전, 여행 및 관광업, 의료 및 생명과학, 은행, 금융서비스 및 보험(BFSI), 기타로 분류되고 있습니다. 미디어 엔터테인먼트 부문은 2023년 시장에서 11%의 수익 점유율을 달성했습니다. 콘서트, 스포츠 경기장, 놀이 공원, 테마 파크는 관객의 움직임을 모니터링하고 보안을 강화하며 방문자의 경험을 향상시키기 위해 실시간 군중 분석 솔루션에 의존합니다. AI, IoT, 스마트 장소 관리 시스템의 통합을 통해 주최자는 좌석 배치, 티켓 시스템 및 군중 흐름 관리를 최적화할 수 있습니다.

지역별 전망

지역별로 볼 때 시장은 북미, 유럽, 아시아태평양, LAMEA에 걸쳐 분석됩니다. 유럽 부문은 2023년 시장에서 31%의 수익 점유율을 기록했습니다. 독일, 영국, 프랑스 등의 국가들은 공공장소, 공항, 대규모 이벤트에서 AI 주도의 군중 감시 기술을 조기에 도입해 왔습니다. 소매점, 스포츠 장소, 대중 교통 허브에서 실시간 군중 분석의 도입이 증가함에 따라 시장이 더욱 강화되었습니다.

세계의 생필품 및 소매업 시장 : 지역별
세계의 교통 시장 : 지역별
세계의 공공 안전 시장 : 지역별
세계의 미디어 및 엔터테인먼트 시장 : 지역별
세계의 은행, 금융서비스 및 보험(BFSI) 시장 : 지역별
세계의 의료 및 생명과학 시장 : 지역별
세계의 여행 및 관광업 시장 : 지역별
세계의 기타 업종 시장 : 지역별

제10장 세계의 군중 분석 시장 : 지역별

북미
- 북미 군중 분석 시장 : 국가별
  - 미국
  - 캐나다
  - 멕시코
  - 기타 북미
유럽
- 유럽 군중 분석 시장 : 국가별
  - 독일
  - 영국
  - 프랑스
  - 러시아
  - 스페인
  - 이탈리아
  - 기타 유럽
아시아태평양
- 아시아태평양의 군중 분석 시장 : 국가별
  - 중국
  - 일본
  - 인도
  - 한국
  - 호주
  - 말레이시아
  - 기타 아시아태평양
라틴아메리카, 중동 및 아프리카
- 라틴아메리카, 중동 및 아프리카의 군중 분석 시장 : 국가별
  - 브라질
  - 아르헨티나
  - 아랍에미리트(UAE)
  - 사우디아라비아
  - 남아프리카
  - 나이지리아
  - 기타 라틴아메리카, 중동 및 아프리카

제11장 기업 프로파일

Nokia Corporation
NEC Corporation
Amazon Web Services, Inc(Amazon.com, Inc.)
Savannah Simulations AG
Sightcorp(Raydiant Inc)
IBM Corporation
Hewlett Packard Enterprise Company
Intel Corporation
Cisco Systems, Inc
Aptiv PLC

제12장 군중 분석 시장의 필수 성공 조건

CSM 25.03.04

The Global Crowd Analytics Market size is expected to reach $8.66 billion by 2031, rising at a market growth of 23.7% CAGR during the forecast period.

The North America segment acquired 38% revenue share in the market in 2023. The presence of major technology providers, strong government support for security infrastructure, and increasing investments in public safety solutions have significantly contributed to market expansion in the region. Industries such as retail, BFSI, healthcare, and transportation extensively leverage these analytics to enhance customer experience, optimize operations, and improve security measures.

The rapid advancement of urbanization has led to a surge in smart city initiatives worldwide. Governments and urban planners increasingly turn to these analytics to optimize city operations, enhance public safety, and improve infrastructure planning. Managing pedestrian and vehicular traffic efficiently is a top priority as cities become more densely populated. These analytics, powered by artificial intelligence (AI) and big data, provides real-time insights into the movement and behavior of people in public spaces. Hence, as the world moves toward a more tech-driven urban future, these analytics will continue to be a fundamental component of smart city strategies.

Additionally, Traditional methods of crowd monitoring relied on manual observation and rudimentary surveillance, which were often inefficient and prone to errors. However, the integration of AI, machine learning (ML), and big data has revolutionized the field, allowing for real-time analysis, predictive insights, and automated decision-making. One of the most significant impacts of AI in crowd analytics is the improvement of predictive analytics. Thus, as AI and big data analytics continue to advance, the capabilities of these analytics will expand even further.

However, Privacy and data security are among the biggest challenges faced by the crowd analytics market. As businesses, governments, and public organizations increasingly rely on crowd movement data to optimize space utilization, enhance security, and improve customer experiences, concerns about individual privacy have grown significantly. Numerous users express concerns regarding the methods of data collection, storage, and utilization, which consequently fosters resistance to widespread adoption. Hence, these factors may impede the market's growth.

Deployment Mode Outlook

By deployment mode, the market is divided into cloud and on-premise. The on-premise segment acquired 45% revenue share in the market in 2023. Government, law enforcement, transportation, and critical infrastructure organizations prefer on-premise deployment to ensure data privacy, low-latency processing, and integration with legacy security systems. Businesses that handle highly sensitive crowd data, such as airports, stadiums, and surveillance agencies, require customizable solutions for greater control over storage, analytics, and access permissions.

Component Outlook

Based on component, the market is bifurcated into solution and services. The services segment procured 37% revenue share in the market in 2023. The demand for consulting, implementation, training, and maintenance services has increased as organizations seek to integrate crowd analytics solutions into their existing infrastructure. Many businesses and government agencies lack the technical expertise to effectively deploy and manage AI-driven analytics platforms. As a result, they rely on professional services, managed services, and system integration experts to ensure seamless implementation and operation of crowd analytics systems.

Application Outlook

On the basis of application, the market is classified into security & safety, crowd management, tracking & monitoring, and others. The crowd management segment garnered 24% revenue share in the market in 2023. Cities, public venues, and businesses increasingly adopt IoT-enabled sensors, AI-driven analytics, and geospatial mapping to monitor and control pedestrian and vehicular movement efficiently. The rise in large-scale events, shopping mall expansions, and tourism growth has increased demand for crowd management solutions that help reduce congestion, optimize public transport routes, and ensure smooth crowd movement.

Organization Size Outlook

By organization size, the market is divided into large enterprises and small & medium enterprises. The small and medium enterprises witnessed 27% revenue share in the market in 2023. The rise of edge computing and SaaS-based crowd analytics has enabled SMEs to leverage real-time insights on foot traffic, occupancy levels, and customer behavior without requiring heavy infrastructure investments. Retail stores, restaurants, event management companies, and hospitality businesses are increasingly adopting crowd heat mapping, queue management, and occupancy tracking tools to enhance operational efficiency and customer experience.

Vertical Outlook

Based on vertical, the market is segmented into consumer goods & retail, transportation, media & entertainment, public safety, travel & tourism, healthcare & life sciences, BFSI, and others. The media & entertainment segment procured 11% revenue share in the market in 2023. Concerts, sports stadiums, amusement parks, and theme parks rely on real-time crowd analytics solutions to monitor audience movement, improve security, and enhance visitor experiences. The integration of AI, IoT, and smart venue management systems has helped organizers optimize seating arrangements, ticketing systems, and crowd flow management.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Europe segment recorded 31% revenue share in the market in 2023. Countries like Germany, the UK, and France have been early adopters of AI-driven crowd monitoring technologies in public spaces, airports, and large-scale events. The increasing deployment of real-time crowd analytics in retail stores, sports venues, and public transport hubs has further strengthened the market.

List of Key Companies Profiled

Nokia Corporation
NEC Corporation
Amazon Web Services, Inc. (Amazon.com, Inc.)
Savannah Simulations AG
Sightcorp (Raydiant Inc.)
IBM Corporation
Hewlett Packard Enterprise Development LP
Intel Corporation
Cisco Systems, Inc.
Aptiv PLC

Global Crowd Analytics Market Report Segmentation

By Deployment Mode

Cloud
On-premise

By Component

Solution
Services
- Managed Services
- Professional Services

By Application

Security & Safety
Crowd Management
Tracking & Monitoring
Other Application

By Organization Size

Large Enterprises
Small & Medium Enterprises

By Vertical

Consumer Goods & Retail
Transportation
Public Safety
Media & Entertainment
BFSI
Healthcare & Life Sciences
Travel & Tourism
Other Vertical

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Australia
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA

Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global Crowd Analytics Market, by Deployment Mode
- 1.4.2 Global Crowd Analytics Market, by Component
- 1.4.3 Global Crowd Analytics Market, by Application
- 1.4.4 Global Crowd Analytics Market, by Organization Size
- 1.4.5 Global Crowd Analytics Market, by Vertical
- 1.4.6 Global Crowd Analytics Market, by Geography
1.5 Methodology for the research

Chapter 2. Market at a Glance

2.1 Key Highlights

Chapter 3. Market Overview

3.1 Introduction
- 3.1.1 Overview
  - 3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints
- 3.2.3 Market Opportunities
- 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

4.1 Market Share Analysis, 2023
4.2 Porter Five Forces Analysis

Chapter 5. Global Crowd Analytics Market by Deployment Mode

5.1 Global Cloud Market by Region
5.2 Global On-premise Market by Region

Chapter 6. Global Crowd Analytics Market by Component

6.1 Global Solution Market by Region
6.2 Global Services Market by Region
6.3 Global Crowd Analytics Market by Services Type
- 6.3.1 Global Managed Services Market by Region
- 6.3.2 Global Professional Services Market by Region

Chapter 7. Global Crowd Analytics Market by Application

7.1 Global Security & Safety Market by Region
7.2 Global Crowd Management Market by Region
7.3 Global Tracking & Monitoring Market by Region
7.4 Global Other Application Market by Region

Chapter 8. Global Crowd Analytics Market by Organization Size

8.1 Global Large Enterprises Market by Region
8.2 Global Small & Medium Enterprises Market by Region

Chapter 9. Global Crowd Analytics Market by Vertical

9.1 Global Consumer Goods & Retail Market by Region
9.2 Global Transportation Market by Region
9.3 Global Public Safety Market by Region
9.4 Global Media & Entertainment Market by Region
9.5 Global BFSI Market by Region
9.6 Global Healthcare & Life Sciences Market by Region
9.7 Global Travel & Tourism Market by Region
9.8 Global Other Vertical Market by Region

Chapter 10. Global Crowd Analytics Market by Region

10.1 North America Crowd Analytics Market
- 10.1.1 North America Crowd Analytics Market by Deployment Mode
  - 10.1.1.1 North America Cloud Market by Region
  - 10.1.1.2 North America On-premise Market by Region
- 10.1.2 North America Crowd Analytics Market by Component
  - 10.1.2.1 North America Solution Market by Country
  - 10.1.2.2 North America Services Market by Country
  - 10.1.2.3 North America Crowd Analytics Market by Services Type
    - 10.1.2.3.1 North America Managed Services Market by Country
    - 10.1.2.3.2 North America Professional Services Market by Country
- 10.1.3 North America Crowd Analytics Market by Application
  - 10.1.3.1 North America Security & Safety Market by Country
  - 10.1.3.2 North America Crowd Management Market by Country
  - 10.1.3.3 North America Tracking & Monitoring Market by Country
  - 10.1.3.4 North America Other Application Market by Country
- 10.1.4 North America Crowd Analytics Market by Organization Size
  - 10.1.4.1 North America Large Enterprises Market by Country
  - 10.1.4.2 North America Small & Medium Enterprises Market by Country
- 10.1.5 North America Crowd Analytics Market by Vertical
  - 10.1.5.1 North America Consumer Goods & Retail Market by Country
  - 10.1.5.2 North America Transportation Market by Country
  - 10.1.5.3 North America Public Safety Market by Country
  - 10.1.5.4 North America Media & Entertainment Market by Country
  - 10.1.5.5 North America BFSI Market by Country
  - 10.1.5.6 North America Healthcare & Life Sciences Market by Country
  - 10.1.5.7 North America Travel & Tourism Market by Country
  - 10.1.5.8 North America Other Vertical Market by Country
- 10.1.6 North America Crowd Analytics Market by Country
  - 10.1.6.1 US Crowd Analytics Market
    - 10.1.6.1.1 US Crowd Analytics Market by Deployment Mode
    - 10.1.6.1.2 US Crowd Analytics Market by Component
      - 10.1.6.1.2.1 US Crowd Analytics Market by Services Type
    - 10.1.6.1.3 US Crowd Analytics Market by Application
    - 10.1.6.1.4 US Crowd Analytics Market by Organization Size
    - 10.1.6.1.5 US Crowd Analytics Market by Vertical
  - 10.1.6.2 Canada Crowd Analytics Market
    - 10.1.6.2.1 Canada Crowd Analytics Market by Deployment Mode
    - 10.1.6.2.2 Canada Crowd Analytics Market by Component
      - 10.1.6.2.2.1 Canada Crowd Analytics Market by Services Type
    - 10.1.6.2.3 Canada Crowd Analytics Market by Application
    - 10.1.6.2.4 Canada Crowd Analytics Market by Organization Size
    - 10.1.6.2.5 Canada Crowd Analytics Market by Vertical
  - 10.1.6.3 Mexico Crowd Analytics Market
    - 10.1.6.3.1 Mexico Crowd Analytics Market by Deployment Mode
    - 10.1.6.3.2 Mexico Crowd Analytics Market by Component
      - 10.1.6.3.2.1 Mexico Crowd Analytics Market by Services Type
    - 10.1.6.3.3 Mexico Crowd Analytics Market by Application
    - 10.1.6.3.4 Mexico Crowd Analytics Market by Organization Size
    - 10.1.6.3.5 Mexico Crowd Analytics Market by Vertical
  - 10.1.6.4 Rest of North America Crowd Analytics Market
    - 10.1.6.4.1 Rest of North America Crowd Analytics Market by Deployment Mode
    - 10.1.6.4.2 Rest of North America Crowd Analytics Market by Component
      - 10.1.6.4.2.1 Rest of North America Crowd Analytics Market by Services Type
    - 10.1.6.4.3 Rest of North America Crowd Analytics Market by Application
    - 10.1.6.4.4 Rest of North America Crowd Analytics Market by Organization Size
    - 10.1.6.4.5 Rest of North America Crowd Analytics Market by Vertical
10.2 Europe Crowd Analytics Market
- 10.2.1 Europe Crowd Analytics Market by Deployment Mode
  - 10.2.1.1 Europe Cloud Market by Country
  - 10.2.1.2 Europe On-premise Market by Country
- 10.2.2 Europe Crowd Analytics Market by Component
  - 10.2.2.1 Europe Solution Market by Country
  - 10.2.2.2 Europe Services Market by Country
  - 10.2.2.3 Europe Crowd Analytics Market by Services Type
    - 10.2.2.3.1 Europe Managed Services Market by Country
    - 10.2.2.3.2 Europe Professional Services Market by Country
- 10.2.3 Europe Crowd Analytics Market by Application
  - 10.2.3.1 Europe Security & Safety Market by Country
  - 10.2.3.2 Europe Crowd Management Market by Country
  - 10.2.3.3 Europe Tracking & Monitoring Market by Country
  - 10.2.3.4 Europe Other Application Market by Country
- 10.2.4 Europe Crowd Analytics Market by Organization Size
  - 10.2.4.1 Europe Large Enterprises Market by Country
  - 10.2.4.2 Europe Small & Medium Enterprises Market by Country
- 10.2.5 Europe Crowd Analytics Market by Vertical
  - 10.2.5.1 Europe Consumer Goods & Retail Market by Country
  - 10.2.5.2 Europe Transportation Market by Country
  - 10.2.5.3 Europe Public Safety Market by Country
  - 10.2.5.4 Europe Media & Entertainment Market by Country
  - 10.2.5.5 Europe BFSI Market by Country
  - 10.2.5.6 Europe Healthcare & Life Sciences Market by Country
  - 10.2.5.7 Europe Travel & Tourism Market by Country
  - 10.2.5.8 Europe Other Vertical Market by Country
- 10.2.6 Europe Crowd Analytics Market by Country
  - 10.2.6.1 Germany Crowd Analytics Market
    - 10.2.6.1.1 Germany Crowd Analytics Market by Deployment Mode
    - 10.2.6.1.2 Germany Crowd Analytics Market by Component
      - 10.2.6.1.2.1 Germany Crowd Analytics Market by Services Type
    - 10.2.6.1.3 Germany Crowd Analytics Market by Application
    - 10.2.6.1.4 Germany Crowd Analytics Market by Organization Size
    - 10.2.6.1.5 Germany Crowd Analytics Market by Vertical
  - 10.2.6.2 UK Crowd Analytics Market
    - 10.2.6.2.1 UK Crowd Analytics Market by Deployment Mode
    - 10.2.6.2.2 UK Crowd Analytics Market by Component
      - 10.2.6.2.2.1 UK Crowd Analytics Market by Services Type
    - 10.2.6.2.3 UK Crowd Analytics Market by Application
    - 10.2.6.2.4 UK Crowd Analytics Market by Organization Size
    - 10.2.6.2.5 UK Crowd Analytics Market by Vertical
  - 10.2.6.3 France Crowd Analytics Market
    - 10.2.6.3.1 France Crowd Analytics Market by Deployment Mode
    - 10.2.6.3.2 France Crowd Analytics Market by Component
      - 10.2.6.3.2.1 France Crowd Analytics Market by Services Type
    - 10.2.6.3.3 France Crowd Analytics Market by Application
    - 10.2.6.3.4 France Crowd Analytics Market by Organization Size
    - 10.2.6.3.5 France Crowd Analytics Market by Vertical
  - 10.2.6.4 Russia Crowd Analytics Market
    - 10.2.6.4.1 Russia Crowd Analytics Market by Deployment Mode
    - 10.2.6.4.2 Russia Crowd Analytics Market by Component
      - 10.2.6.4.2.1 Russia Crowd Analytics Market by Services Type
    - 10.2.6.4.3 Russia Crowd Analytics Market by Application
    - 10.2.6.4.4 Russia Crowd Analytics Market by Organization Size
    - 10.2.6.4.5 Russia Crowd Analytics Market by Vertical
  - 10.2.6.5 Spain Crowd Analytics Market
    - 10.2.6.5.1 Spain Crowd Analytics Market by Deployment Mode
    - 10.2.6.5.2 Spain Crowd Analytics Market by Component
      - 10.2.6.5.2.1 Spain Crowd Analytics Market by Services Type
    - 10.2.6.5.3 Spain Crowd Analytics Market by Application
    - 10.2.6.5.4 Spain Crowd Analytics Market by Organization Size
    - 10.2.6.5.5 Spain Crowd Analytics Market by Vertical
  - 10.2.6.6 Italy Crowd Analytics Market
    - 10.2.6.6.1 Italy Crowd Analytics Market by Deployment Mode
    - 10.2.6.6.2 Italy Crowd Analytics Market by Component
      - 10.2.6.6.2.1 Italy Crowd Analytics Market by Services Type
    - 10.2.6.6.3 Italy Crowd Analytics Market by Application
    - 10.2.6.6.4 Italy Crowd Analytics Market by Organization Size
    - 10.2.6.6.5 Italy Crowd Analytics Market by Vertical
  - 10.2.6.7 Rest of Europe Crowd Analytics Market
    - 10.2.6.7.1 Rest of Europe Crowd Analytics Market by Deployment Mode
    - 10.2.6.7.2 Rest of Europe Crowd Analytics Market by Component
      - 10.2.6.7.2.1 Rest of Europe Crowd Analytics Market by Services Type
    - 10.2.6.7.3 Rest of Europe Crowd Analytics Market by Application
    - 10.2.6.7.4 Rest of Europe Crowd Analytics Market by Organization Size
    - 10.2.6.7.5 Rest of Europe Crowd Analytics Market by Vertical
10.3 Asia Pacific Crowd Analytics Market
- 10.3.1 Asia Pacific Crowd Analytics Market by Deployment Mode
  - 10.3.1.1 Asia Pacific Cloud Market by Country
  - 10.3.1.2 Asia Pacific On-premise Market by Country
- 10.3.2 Asia Pacific Crowd Analytics Market by Component
  - 10.3.2.1 Asia Pacific Solution Market by Country
  - 10.3.2.2 Asia Pacific Services Market by Country
  - 10.3.2.3 Asia Pacific Crowd Analytics Market by Services Type
    - 10.3.2.3.1 Asia Pacific Managed Services Market by Country
    - 10.3.2.3.2 Asia Pacific Professional Services Market by Country
- 10.3.3 Asia Pacific Crowd Analytics Market by Application
  - 10.3.3.1 Asia Pacific Security & Safety Market by Country
  - 10.3.3.2 Asia Pacific Crowd Management Market by Country
  - 10.3.3.3 Asia Pacific Tracking & Monitoring Market by Country
  - 10.3.3.4 Asia Pacific Other Application Market by Country
- 10.3.4 Asia Pacific Crowd Analytics Market by Organization Size
  - 10.3.4.1 Asia Pacific Large Enterprises Market by Country
  - 10.3.4.2 Asia Pacific Small & Medium Enterprises Market by Country
- 10.3.5 Asia Pacific Crowd Analytics Market by Vertical
  - 10.3.5.1 Asia Pacific Consumer Goods & Retail Market by Country
  - 10.3.5.2 Asia Pacific Transportation Market by Country
  - 10.3.5.3 Asia Pacific Public Safety Market by Country
  - 10.3.5.4 Asia Pacific Media & Entertainment Market by Country
  - 10.3.5.5 Asia Pacific BFSI Market by Country
  - 10.3.5.6 Asia Pacific Healthcare & Life Sciences Market by Country
  - 10.3.5.7 Asia Pacific Travel & Tourism Market by Country
  - 10.3.5.8 Asia Pacific Other Vertical Market by Country
- 10.3.6 Asia Pacific Crowd Analytics Market by Country
  - 10.3.6.1 China Crowd Analytics Market
    - 10.3.6.1.1 China Crowd Analytics Market by Deployment Mode
    - 10.3.6.1.2 China Crowd Analytics Market by Component
      - 10.3.6.1.2.1 China Crowd Analytics Market by Services Type
    - 10.3.6.1.3 China Crowd Analytics Market by Application
    - 10.3.6.1.4 China Crowd Analytics Market by Organization Size
    - 10.3.6.1.5 China Crowd Analytics Market by Vertical
  - 10.3.6.2 Japan Crowd Analytics Market
    - 10.3.6.2.1 Japan Crowd Analytics Market by Deployment Mode
    - 10.3.6.2.2 Japan Crowd Analytics Market by Component
      - 10.3.6.2.2.1 Japan Crowd Analytics Market by Services Type
    - 10.3.6.2.3 Japan Crowd Analytics Market by Application
    - 10.3.6.2.4 Japan Crowd Analytics Market by Organization Size
    - 10.3.6.2.5 Japan Crowd Analytics Market by Vertical
  - 10.3.6.3 India Crowd Analytics Market
    - 10.3.6.3.1 India Crowd Analytics Market by Deployment Mode
    - 10.3.6.3.2 India Crowd Analytics Market by Component
      - 10.3.6.3.2.1 India Crowd Analytics Market by Services Type
    - 10.3.6.3.3 India Crowd Analytics Market by Application
    - 10.3.6.3.4 India Crowd Analytics Market by Organization Size
    - 10.3.6.3.5 India Crowd Analytics Market by Vertical
  - 10.3.6.4 South Korea Crowd Analytics Market
    - 10.3.6.4.1 South Korea Crowd Analytics Market by Deployment Mode
    - 10.3.6.4.2 South Korea Crowd Analytics Market by Component
      - 10.3.6.4.2.1 South Korea Crowd Analytics Market by Services Type
    - 10.3.6.4.3 South Korea Crowd Analytics Market by Application
    - 10.3.6.4.4 South Korea Crowd Analytics Market by Organization Size
    - 10.3.6.4.5 South Korea Crowd Analytics Market by Vertical
  - 10.3.6.5 Australia Crowd Analytics Market
    - 10.3.6.5.1 Australia Crowd Analytics Market by Deployment Mode
    - 10.3.6.5.2 Australia Crowd Analytics Market by Component
      - 10.3.6.5.2.1 Australia Crowd Analytics Market by Services Type
    - 10.3.6.5.3 Australia Crowd Analytics Market by Application
    - 10.3.6.5.4 Australia Crowd Analytics Market by Organization Size
    - 10.3.6.5.5 Australia Crowd Analytics Market by Vertical
  - 10.3.6.6 Malaysia Crowd Analytics Market
    - 10.3.6.6.1 Malaysia Crowd Analytics Market by Deployment Mode
    - 10.3.6.6.2 Malaysia Crowd Analytics Market by Component
      - 10.3.6.6.2.1 Malaysia Crowd Analytics Market by Services Type
    - 10.3.6.6.3 Malaysia Crowd Analytics Market by Application
    - 10.3.6.6.4 Malaysia Crowd Analytics Market by Organization Size
    - 10.3.6.6.5 Malaysia Crowd Analytics Market by Vertical
  - 10.3.6.7 Rest of Asia Pacific Crowd Analytics Market
    - 10.3.6.7.1 Rest of Asia Pacific Crowd Analytics Market by Deployment Mode
    - 10.3.6.7.2 Rest of Asia Pacific Crowd Analytics Market by Component
      - 10.3.6.7.2.1 Rest of Asia Pacific Crowd Analytics Market by Services Type
    - 10.3.6.7.3 Rest of Asia Pacific Crowd Analytics Market by Application
    - 10.3.6.7.4 Rest of Asia Pacific Crowd Analytics Market by Organization Size
    - 10.3.6.7.5 Rest of Asia Pacific Crowd Analytics Market by Vertical
10.4 LAMEA Crowd Analytics Market
- 10.4.1 LAMEA Crowd Analytics Market by Deployment Mode
  - 10.4.1.1 LAMEA Cloud Market by Country
  - 10.4.1.2 LAMEA On-premise Market by Country
- 10.4.2 LAMEA Crowd Analytics Market by Component
  - 10.4.2.1 LAMEA Solution Market by Country
  - 10.4.2.2 LAMEA Services Market by Country
  - 10.4.2.3 LAMEA Crowd Analytics Market by Services Type
    - 10.4.2.3.1 LAMEA Managed Services Market by Country
    - 10.4.2.3.2 LAMEA Professional Services Market by Country
- 10.4.3 LAMEA Crowd Analytics Market by Application
  - 10.4.3.1 LAMEA Security & Safety Market by Country
  - 10.4.3.2 LAMEA Crowd Management Market by Country
  - 10.4.3.3 LAMEA Tracking & Monitoring Market by Country
  - 10.4.3.4 LAMEA Other Application Market by Country
- 10.4.4 LAMEA Crowd Analytics Market by Organization Size
  - 10.4.4.1 LAMEA Large Enterprises Market by Country
  - 10.4.4.2 LAMEA Small & Medium Enterprises Market by Country
- 10.4.5 LAMEA Crowd Analytics Market by Vertical
  - 10.4.5.1 LAMEA Consumer Goods & Retail Market by Country
  - 10.4.5.2 LAMEA Transportation Market by Country
  - 10.4.5.3 LAMEA Public Safety Market by Country
  - 10.4.5.4 LAMEA Media & Entertainment Market by Country
  - 10.4.5.5 LAMEA BFSI Market by Country
  - 10.4.5.6 LAMEA Healthcare & Life Sciences Market by Country
  - 10.4.5.7 LAMEA Travel & Tourism Market by Country
  - 10.4.5.8 LAMEA Other Vertical Market by Country
- 10.4.6 LAMEA Crowd Analytics Market by Country
  - 10.4.6.1 Brazil Crowd Analytics Market
    - 10.4.6.1.1 Brazil Crowd Analytics Market by Deployment Mode
    - 10.4.6.1.2 Brazil Crowd Analytics Market by Component
      - 10.4.6.1.2.1 Brazil Crowd Analytics Market by Services Type
    - 10.4.6.1.3 Brazil Crowd Analytics Market by Application
    - 10.4.6.1.4 Brazil Crowd Analytics Market by Organization Size
    - 10.4.6.1.5 Brazil Crowd Analytics Market by Vertical
  - 10.4.6.2 Argentina Crowd Analytics Market
    - 10.4.6.2.1 Argentina Crowd Analytics Market by Deployment Mode
    - 10.4.6.2.2 Argentina Crowd Analytics Market by Component
      - 10.4.6.2.2.1 Argentina Crowd Analytics Market by Services Type
    - 10.4.6.2.3 Argentina Crowd Analytics Market by Application
    - 10.4.6.2.4 Argentina Crowd Analytics Market by Organization Size
    - 10.4.6.2.5 Argentina Crowd Analytics Market by Vertical
  - 10.4.6.3 UAE Crowd Analytics Market
    - 10.4.6.3.1 UAE Crowd Analytics Market by Deployment Mode
    - 10.4.6.3.2 UAE Crowd Analytics Market by Component
      - 10.4.6.3.2.1 UAE Crowd Analytics Market by Services Type
    - 10.4.6.3.3 UAE Crowd Analytics Market by Application
    - 10.4.6.3.4 UAE Crowd Analytics Market by Organization Size
    - 10.4.6.3.5 UAE Crowd Analytics Market by Vertical
  - 10.4.6.4 Saudi Arabia Crowd Analytics Market
    - 10.4.6.4.1 Saudi Arabia Crowd Analytics Market by Deployment Mode
    - 10.4.6.4.2 Saudi Arabia Crowd Analytics Market by Component
      - 10.4.6.4.2.1 Saudi Arabia Crowd Analytics Market by Services Type
    - 10.4.6.4.3 Saudi Arabia Crowd Analytics Market by Application
    - 10.4.6.4.4 Saudi Arabia Crowd Analytics Market by Organization Size
    - 10.4.6.4.5 Saudi Arabia Crowd Analytics Market by Vertical
  - 10.4.6.5 South Africa Crowd Analytics Market
    - 10.4.6.5.1 South Africa Crowd Analytics Market by Deployment Mode
    - 10.4.6.5.2 South Africa Crowd Analytics Market by Component
      - 10.4.6.5.2.1 South Africa Crowd Analytics Market by Services Type
    - 10.4.6.5.3 South Africa Crowd Analytics Market by Application
    - 10.4.6.5.4 South Africa Crowd Analytics Market by Organization Size
    - 10.4.6.5.5 South Africa Crowd Analytics Market by Vertical
  - 10.4.6.6 Nigeria Crowd Analytics Market
    - 10.4.6.6.1 Nigeria Crowd Analytics Market by Deployment Mode
    - 10.4.6.6.2 Nigeria Crowd Analytics Market by Component
      - 10.4.6.6.2.1 Nigeria Crowd Analytics Market by Services Type
    - 10.4.6.6.3 Nigeria Crowd Analytics Market by Application
    - 10.4.6.6.4 Nigeria Crowd Analytics Market by Organization Size
    - 10.4.6.6.5 Nigeria Crowd Analytics Market by Vertical
  - 10.4.6.7 Rest of LAMEA Crowd Analytics Market
    - 10.4.6.7.1 Rest of LAMEA Crowd Analytics Market by Deployment Mode
    - 10.4.6.7.2 Rest of LAMEA Crowd Analytics Market by Component
      - 10.4.6.7.2.1 Rest of LAMEA Crowd Analytics Market by Services Type
    - 10.4.6.7.3 Rest of LAMEA Crowd Analytics Market by Application
    - 10.4.6.7.4 Rest of LAMEA Crowd Analytics Market by Organization Size
    - 10.4.6.7.5 Rest of LAMEA Crowd Analytics Market by Vertical

Chapter 11. Company Profiles

11.1 Nokia Corporation
- 11.1.1 Company Overview
- 11.1.2 Financial Analysis
- 11.1.3 Segmental and Regional Analysis
- 11.1.4 Research & Development Expense
- 11.1.5 Recent strategies and developments:
  - 11.1.5.1 Partnerships, Collaborations, and Agreements:
- 11.1.6 SWOT Analysis
11.2 NEC Corporation
- 11.2.1 Company Overview
- 11.2.2 Financial Analysis
- 11.2.3 Segmental and Regional Analysis
- 11.2.4 Research & Development Expenses
- 11.2.5 SWOT Analysis
11.3 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 11.3.1 Company Overview
- 11.3.2 Financial Analysis
- 11.3.3 Segmental Analysis
- 11.3.4 SWOT Analysis
11.4 Savannah Simulations AG
- 11.4.1 Company Overview
11.5 Sightcorp (Raydiant Inc.)
- 11.5.1 Company Overview
- 11.5.2 SWOT Analysis
11.6 IBM Corporation
- 11.6.1 Company Overview
- 11.6.2 Financial Analysis
- 11.6.3 Regional & Segmental Analysis
- 11.6.4 Research & Development Expenses
- 11.6.5 SWOT Analysis
11.7 Hewlett Packard Enterprise Company
- 11.7.1 Company Overview
- 11.7.2 Financial Analysis
- 11.7.3 Segmental and Regional Analysis
- 11.7.4 Research & Development Expense
- 11.7.5 SWOT Analysis
11.8 Intel Corporation
- 11.8.1 Company Overview
- 11.8.2 Financial Analysis
- 11.8.3 Segmental and Regional Analysis
- 11.8.4 Research & Development Expenses
- 11.8.5 SWOT Analysis
11.9 Cisco Systems, Inc.
- 11.9.1 Company Overview
- 11.9.2 Financial Analysis
- 11.9.3 Regional Analysis
- 11.9.4 Research & Development Expense
- 11.9.5 SWOT Analysis
11.10. Aptiv PLC
- 11.10.1 Company Overview
- 11.10.2 Financial Analysis
- 11.10.3 Segmental and Regional Analysis
- 11.10.4 Research & Development Expense
- 11.10.5 SWOT Analysis

Chapter 12. Winning Imperatives of Crowd Analytics Market

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※ 부가세 별도

세계의 군중 분석 시장(2024-2031년) : 시장 규모, 점유율 및 동향 분석(전개 방식별, 컴포넌트별, 용도별, 조직 규모별, 업종별), 지역별 전망 및 예측

Global Crowd Analytics Market Size, Share & Trends Analysis Report By Deployment Mode (Cloud, and On-premise), By Component, By Application, By Organization Size, By Vertical, By Regional Outlook and Forecast, 2024 - 2031

목차

제1장 시장 범위와 분석 수법

제2장 시장 요람

제3장 시장 개요

제3장 시장 개요

제4장 세계 시장 : 경쟁 분석

제5장 세계의 군중 분석 시장 : 전개 방식별

제6장 세계의 군중 분석 시장 : 컴포넌트별

제7장 세계의 군중 분석 시장 : 용도별

제8장 세계의 군중 분석 시장 : 조직 규모별

제9장 세계의 군중 분석 시장 : 업종별