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市場調查報告書
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1541333

2024-2032 年按組件、部署模式、應用程式、最終用戶和區域分類的人群分析市場報告

Crowd Analytics Market Report by Component, Deployment Mode, Application, End User, and Region 2024-2032

出版日期: | 出版商: IMARC | 英文 145 Pages | 商品交期: 2-3個工作天內

價格

2023 年,全球IMARC Group分析市場規模達到 17.842 億美元,2024-2032 年複合年成長率 (CAGR) 為 19.5%。

人群分析是指解釋從零售商店、餐廳、公車站和其他公共場所的個人活動和行為模式收集的資料的過程。這些資料是使用支援網際網路協定 (IP) 的攝影機、感測器、行動電話信標和電信業者收集的。人群分析有助於制定有關企業服務、交付、定價、行銷和選址的策略,從而最佳化創收。目前,領先的公司正在提供解決方案,使品牌能夠衡量其廣告活動的有效性。

人群分析市場趨勢:

企業向以客戶為中心的方法的重大轉變是零售業不斷採用人群分析軟體以做出富有洞察力的決策、提高工作效率和利潤並提供更好的客戶體驗的主要因素之一。此外,遊客數量的不斷增加,以及政府當局對發展智慧城市的日益重視,正在催化對人群分析解決方案的需求。這些解決方案用於擷取有關客流量、停留時間、回訪者、原籍國、流動模式和人員分佈的資訊。除此之外,一些服務供應商正在將標準數位看板轉變為使用高清 (HD) 攝影機的人群分析解決方案。他們可以捕捉觀眾的表情和情緒,並相應地在螢幕上顯示適當的內容來吸引顧客。此外,主要市場參與者正在與其他公司合作推出先進的服務。例如,美國性能分析服務提供商 The Indoor Lab 與LiDAR解決方案領先提供商 Cepton 合作,提供最先進的空間和人群分析以及無與倫比的社交距離和清潔指標。此外,由於冠狀病毒病 (COVID-19) 的爆發,人群分析解決方案在世界各地越來越受歡迎,用於監測人群中個體之間的社交距離。

本報告回答的關鍵問題:

  • 迄今為止,全球人群分析市場的表現如何?
  • COVID-19 對全球人群分析市場有何影響?
  • 主要區域市場有哪些?
  • 基於組件的市場區隔是什麼?
  • 基於部署模式的市場區隔是怎樣的?
  • 基於應用的市場區隔是什麼?
  • 基於最終用戶的市場區隔是什麼?
  • 產業價值鏈的各個階段是什麼?
  • 該行業的關鍵促進因素和挑戰是什麼?
  • 全球人群分析市場的結構是什麼?
  • 產業競爭程度如何?

目錄

第1章:前言

第 2 章:範圍與方法

  • 研究目的
  • 利害關係人
  • 數據來源
    • 主要來源
    • 二手資料
  • 市場預測
    • 自下而上的方法
    • 自上而下的方法
  • 預測方法

第 3 章:執行摘要

第 4 章:簡介

  • 概述
  • 主要行業趨勢

第 5 章:全球人群分析市場

  • 市場概況
  • 市場表現
  • COVID-19 的影響
  • 市場預測

第 6 章:市場區隔:按組成部分

  • 解決方案
    • 市場趨勢
    • 市場預測
  • 服務
    • 市場趨勢
    • 市場預測

第 7 章:市場區隔:依部署模式

  • 本地
    • 市場趨勢
    • 市場預測
  • 基於雲端
    • 市場趨勢
    • 市場預測

第 8 章:市場區隔:按應用

  • 安全保障
    • 市場趨勢
    • 市場預測
  • 人流管理
    • 市場趨勢
    • 市場預測
  • 移動性和追蹤
    • 市場趨勢
    • 市場預測
  • 其他
    • 市場趨勢
    • 市場預測

第 9 章:市場區隔:按最終用戶

  • 運輸
    • 市場趨勢
    • 市場預測
  • 零售
    • 市場趨勢
    • 市場預測
  • 飯店及旅遊
    • 市場趨勢
    • 市場預測
  • 其他
    • 市場趨勢
    • 市場預測

第 10 章:市場區隔:按地區

  • 北美洲
    • 美國
    • 加拿大
  • 亞太
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
    • 印尼
    • 其他
  • 歐洲
    • 德國
    • 法國
    • 英國
    • 義大利
    • 西班牙
    • 俄羅斯
    • 其他
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 其他
  • 中東和非洲
    • 市場趨勢
    • 市場細分:按國家/地區
    • 市場預測

第 11 章:SWOT 分析

  • 概述
  • 優勢
  • 弱點
  • 機會
  • 威脅

第 12 章:價值鏈分析

第 13 章:波特五力分析

  • 概述
  • 買家的議價能力
  • 供應商的議價能力
  • 競爭程度
  • 新進入者的威脅
  • 替代品的威脅

第 14 章:價格分析

第15章:競爭格局

  • 市場結構
  • 關鍵參與者
  • 關鍵參與者簡介
    • AGT International
    • Crowd Dynamics
    • Crowd Vision Limited (Skyfii Limited)
    • CrowdANALYTIX
    • Mira
    • NEC Corporation
    • Nokia Oyj
    • Planview Inc.
    • Savannah Simulations AG
    • Sightcorp
    • Walkbase (Stratacache)
Product Code: SR112024A4291

The global crowd analytics market size reached US$ 1,784.2 Million in 2023. Looking forward, IMARC Group expects the market to reach US$ 9,247.3 Million by 2032, exhibiting a growth rate (CAGR) of 19.5% during 2024-2032.

Crowd analytics refers to the process of interpreting data collected from the movement and behavioral patterns of individuals in a retail store, restaurant, bus station, and other public places. This data is collected using Internet Protocol (IP) enabled video cameras, sensors, mobile phone beacons, and telecom operators. Crowd analytics helps in making strategies concerning services, delivery, pricing, marketing, and site selection for businesses, thereby resulting in optimized revenue generation. Presently, leading companies are offering solutions that allow brands to measure the effectiveness of their ad campaigns.

Crowd Analytics Market Trends:

A significant shift of businesses towards a customer-centric approach represents one of the major factors escalating the adoption of crowd analytics software in retail to make insightful decisions, increase work efficiency and profit, and provide better customer experiences. Moreover, the growing number of tourists, along with the increasing emphasis of governing authorities on developing smart cities, is catalyzing the need for crowd analytics solutions. These solutions are used to extract information about footfall, stay duration, returning visitors, country of origin, mobility patterns, and people distribution. Besides this, several service providers are transforming standard digital signage to crowd analytics solutions using high-definition (HD) cameras. They can capture the expressions and emotions of the audience and display the appropriate content on the screen accordingly to attract customers. In addition, the key market participants are collaborating with other companies to introduce advanced services. For instance, The Indoor Lab, a US-based performance analytics service provider, partnered with Cepton, a leading provider of lidar-based solutions, to deliver state-of-the-art space and crowd analytics with unparalleled social distancing and cleaning metrics. Furthermore, due to the outbreak of coronavirus disease (COVID-19), crowd analytics solutions are gaining traction around the world to monitor social distancing among individuals in crowds.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global crowd analytics market report, along with forecasts at the global, regional and country level from 2024-2032. Our report has categorized the market based on component, deployment mode, application and end user.

Breakup by Component:

Solution

Services

Breakup by Deployment Mode:

On-premises

Cloud-based

Breakup by Application:

Safety and Security

Crowd Flow Management

Mobility and Tracking

Others

Breakup by End User:

Transportation

Retail

Hospitality and Tourism

Others

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being AGT International, Crowd Dynamics, Crowd Vision Limited (Skyfii Limited), CrowdANALYTIX, Mira, NEC Corporation, Nokia Oyj, Planview Inc., Savannah Simulations AG, Sightcorp and Walkbase (Stratacache).

Key Questions Answered in This Report:

  • How has the global crowd analytics market performed so far and how will it perform in the coming years?
  • What has been the impact of COVID-19 on the global crowd analytics market?
  • What are the key regional markets?
  • What is the breakup of the market based on the component?
  • What is the breakup of the market based on the deployment mode?
  • What is the breakup of the market based on the application?
  • What is the breakup of the market based on the end user?
  • What are the various stages in the value chain of the industry?
  • What are the key driving factors and challenges in the industry?
  • What is the structure of the global crowd analytics market and who are the key players?
  • What is the degree of competition in the industry?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Crowd Analytics Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Component

  • 6.1 Solution
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Services
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast

7 Market Breakup by Deployment Mode

  • 7.1 On-premises
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Cloud-based
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast

8 Market Breakup by Application

  • 8.1 Safety and Security
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Crowd Flow Management
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast
  • 8.3 Mobility and Tracking
    • 8.3.1 Market Trends
    • 8.3.2 Market Forecast
  • 8.4 Others
    • 8.4.1 Market Trends
    • 8.4.2 Market Forecast

9 Market Breakup by End User

  • 9.1 Transportation
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Retail
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast
  • 9.3 Hospitality and Tourism
    • 9.3.1 Market Trends
    • 9.3.2 Market Forecast
  • 9.4 Others
    • 9.4.1 Market Trends
    • 9.4.2 Market Forecast

10 Market Breakup by Region

  • 10.1 North America
    • 10.1.1 United States
      • 10.1.1.1 Market Trends
      • 10.1.1.2 Market Forecast
    • 10.1.2 Canada
      • 10.1.2.1 Market Trends
      • 10.1.2.2 Market Forecast
  • 10.2 Asia-Pacific
    • 10.2.1 China
      • 10.2.1.1 Market Trends
      • 10.2.1.2 Market Forecast
    • 10.2.2 Japan
      • 10.2.2.1 Market Trends
      • 10.2.2.2 Market Forecast
    • 10.2.3 India
      • 10.2.3.1 Market Trends
      • 10.2.3.2 Market Forecast
    • 10.2.4 South Korea
      • 10.2.4.1 Market Trends
      • 10.2.4.2 Market Forecast
    • 10.2.5 Australia
      • 10.2.5.1 Market Trends
      • 10.2.5.2 Market Forecast
    • 10.2.6 Indonesia
      • 10.2.6.1 Market Trends
      • 10.2.6.2 Market Forecast
    • 10.2.7 Others
      • 10.2.7.1 Market Trends
      • 10.2.7.2 Market Forecast
  • 10.3 Europe
    • 10.3.1 Germany
      • 10.3.1.1 Market Trends
      • 10.3.1.2 Market Forecast
    • 10.3.2 France
      • 10.3.2.1 Market Trends
      • 10.3.2.2 Market Forecast
    • 10.3.3 United Kingdom
      • 10.3.3.1 Market Trends
      • 10.3.3.2 Market Forecast
    • 10.3.4 Italy
      • 10.3.4.1 Market Trends
      • 10.3.4.2 Market Forecast
    • 10.3.5 Spain
      • 10.3.5.1 Market Trends
      • 10.3.5.2 Market Forecast
    • 10.3.6 Russia
      • 10.3.6.1 Market Trends
      • 10.3.6.2 Market Forecast
    • 10.3.7 Others
      • 10.3.7.1 Market Trends
      • 10.3.7.2 Market Forecast
  • 10.4 Latin America
    • 10.4.1 Brazil
      • 10.4.1.1 Market Trends
      • 10.4.1.2 Market Forecast
    • 10.4.2 Mexico
      • 10.4.2.1 Market Trends
      • 10.4.2.2 Market Forecast
    • 10.4.3 Others
      • 10.4.3.1 Market Trends
      • 10.4.3.2 Market Forecast
  • 10.5 Middle East and Africa
    • 10.5.1 Market Trends
    • 10.5.2 Market Breakup by Country
    • 10.5.3 Market Forecast

11 SWOT Analysis

  • 11.1 Overview
  • 11.2 Strengths
  • 11.3 Weaknesses
  • 11.4 Opportunities
  • 11.5 Threats

12 Value Chain Analysis

13 Porters Five Forces Analysis

  • 13.1 Overview
  • 13.2 Bargaining Power of Buyers
  • 13.3 Bargaining Power of Suppliers
  • 13.4 Degree of Competition
  • 13.5 Threat of New Entrants
  • 13.6 Threat of Substitutes

14 Price Analysis

15 Competitive Landscape

  • 15.1 Market Structure
  • 15.2 Key Players
  • 15.3 Profiles of Key Players
    • 15.3.1 AGT International
      • 15.3.1.1 Company Overview
      • 15.3.1.2 Product Portfolio
    • 15.3.2 Crowd Dynamics
      • 15.3.2.1 Company Overview
      • 15.3.2.2 Product Portfolio
    • 15.3.3 Crowd Vision Limited (Skyfii Limited)
      • 15.3.3.1 Company Overview
      • 15.3.3.2 Product Portfolio
    • 15.3.4 CrowdANALYTIX
      • 15.3.4.1 Company Overview
      • 15.3.4.2 Product Portfolio
    • 15.3.5 Mira
      • 15.3.5.1 Company Overview
      • 15.3.5.2 Product Portfolio
    • 15.3.6 NEC Corporation
      • 15.3.6.1 Company Overview
      • 15.3.6.2 Product Portfolio
      • 15.3.6.3 Financials
      • 15.3.6.4 SWOT Analysis
    • 15.3.7 Nokia Oyj
      • 15.3.7.1 Company Overview
      • 15.3.7.2 Product Portfolio
      • 15.3.7.3 Financials
      • 15.3.7.4 SWOT Analysis
    • 15.3.8 Planview Inc.
      • 15.3.8.1 Company Overview
      • 15.3.8.2 Product Portfolio
    • 15.3.9 Savannah Simulations AG
      • 15.3.9.1 Company Overview
      • 15.3.9.2 Product Portfolio
    • 15.3.10 Sightcorp
      • 15.3.10.1 Company Overview
      • 15.3.10.2 Product Portfolio
    • 15.3.11 Walkbase (Stratacache)
      • 15.3.11.1 Company Overview
      • 15.3.11.2 Product Portfolio

List of Figures

  • Figure 1: Global: Crowd Analytics Market: Major Drivers and Challenges
  • Figure 2: Global: Crowd Analytics Market: Sales Value (in Million US$), 2018-2023
  • Figure 3: Global: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 4: Global: Crowd Analytics Market: Breakup by Component (in %), 2023
  • Figure 5: Global: Crowd Analytics Market: Breakup by Deployment Mode (in %), 2023
  • Figure 6: Global: Crowd Analytics Market: Breakup by Application (in %), 2023
  • Figure 7: Global: Crowd Analytics Market: Breakup by End User (in %), 2023
  • Figure 8: Global: Crowd Analytics Market: Breakup by Region (in %), 2023
  • Figure 9: Global: Crowd Analytics (Solution) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 10: Global: Crowd Analytics (Solution) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 11: Global: Crowd Analytics (Services) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 12: Global: Crowd Analytics (Services) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 13: Global: Crowd Analytics (On-premises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 14: Global: Crowd Analytics (On-premises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 15: Global: Crowd Analytics (Cloud-based) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 16: Global: Crowd Analytics (Cloud-based) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 17: Global: Crowd Analytics (Safety and Security) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 18: Global: Crowd Analytics (Safety and Security) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 19: Global: Crowd Analytics (Crowd Flow Management) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 20: Global: Crowd Analytics (Crowd Flow Management) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 21: Global: Crowd Analytics (Mobility and Tracking) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 22: Global: Crowd Analytics (Mobility and Tracking) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 23: Global: Crowd Analytics (Other Applications) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 24: Global: Crowd Analytics (Other Applications) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 25: Global: Crowd Analytics (Transportation) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 26: Global: Crowd Analytics (Transportation) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 27: Global: Crowd Analytics (Retail) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 28: Global: Crowd Analytics (Retail) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 29: Global: Crowd Analytics (Hospitality and Tourism) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 30: Global: Crowd Analytics (Hospitality and Tourism) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 31: Global: Crowd Analytics (Other End Users) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 32: Global: Crowd Analytics (Other End Users) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 33: North America: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 34: North America: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 35: United States: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 36: United States: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 37: Canada: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 38: Canada: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 39: Asia-Pacific: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 40: Asia-Pacific: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 41: China: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 42: China: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 43: Japan: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 44: Japan: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 45: India: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 46: India: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 47: South Korea: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 48: South Korea: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 49: Australia: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 50: Australia: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 51: Indonesia: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 52: Indonesia: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 53: Others: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 54: Others: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 55: Europe: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 56: Europe: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 57: Germany: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 58: Germany: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 59: France: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 60: France: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 61: United Kingdom: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 62: United Kingdom: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 63: Italy: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 64: Italy: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 65: Spain: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 66: Spain: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 67: Russia: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 68: Russia: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 69: Others: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 70: Others: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 71: Latin America: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 72: Latin America: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 73: Brazil: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 74: Brazil: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 75: Mexico: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 76: Mexico: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 77: Others: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 78: Others: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 79: Middle East and Africa: Crowd Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 80: Middle East and Africa: Crowd Analytics Market: Breakup by Country (in %), 2023
  • Figure 81: Middle East and Africa: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 82: Global: Crowd Analytics Industry: SWOT Analysis
  • Figure 83: Global: Crowd Analytics Industry: Value Chain Analysis
  • Figure 84: Global: Crowd Analytics Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Crowd Analytics Market: Key Industry Highlights, 2023 and 2032
  • Table 2: Global: Crowd Analytics Market Forecast: Breakup by Component (in Million US$), 2024-2032
  • Table 3: Global: Crowd Analytics Market Forecast: Breakup by Deployment Mode (in Million US$), 2024-2032
  • Table 4: Global: Crowd Analytics Market Forecast: Breakup by Application (in Million US$), 2024-2032
  • Table 5: Global: Crowd Analytics Market Forecast: Breakup by End User (in Million US$), 2024-2032
  • Table 6: Global: Crowd Analytics Market Forecast: Breakup by Region (in Million US$), 2024-2032
  • Table 7: Global: Crowd Analytics Market: Competitive Structure
  • Table 8: Global: Crowd Analytics Market: Key Players