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