Crowd Analytics Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028
The global crowd analytics market size reached US$ 1,443 Million in 2022. Looking forward, IMARC Group expects the market to reach US$ 5,147 Million by 2028, exhibiting a growth rate (CAGR) of 23.61% during 2022-2028.
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 2023-2028. 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?
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 2023-2028. 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?
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
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 TABLES
Table 1: Global: Crowd Analytics Market: Key Industry Highlights, 2022 and 2028
Table 2: Global: Crowd Analytics Market Forecast: Breakup by Component (in Million US$), 2023-2028
Table 3: Global: Crowd Analytics Market Forecast: Breakup by Deployment Mode (in Million US$), 2023-2028
Table 4: Global: Crowd Analytics Market Forecast: Breakup by Application (in Million US$), 2023-2028
Table 5: Global: Crowd Analytics Market Forecast: Breakup by End User (in Million US$), 2023-2028
Table 6: Global: Crowd Analytics Market Forecast: Breakup by Region (in Million US$), 2023-2028
Table 7: Global: Crowd Analytics Market: Competitive Structure
Table 8: Global: Crowd Analytics Market: Key Players
Table 1: Global: Crowd Analytics Market: Key Industry Highlights, 2022 and 2028
Table 2: Global: Crowd Analytics Market Forecast: Breakup by Component (in Million US$), 2023-2028
Table 3: Global: Crowd Analytics Market Forecast: Breakup by Deployment Mode (in Million US$), 2023-2028
Table 4: Global: Crowd Analytics Market Forecast: Breakup by Application (in Million US$), 2023-2028
Table 5: Global: Crowd Analytics Market Forecast: Breakup by End User (in Million US$), 2023-2028
Table 6: Global: Crowd Analytics Market Forecast: Breakup by Region (in Million US$), 2023-2028
Table 7: Global: Crowd Analytics Market: Competitive Structure
Table 8: Global: Crowd Analytics Market: Key Players
LIST OF FIGURES
Figure 1: Global: Crowd Analytics Market: Major Drivers and Challenges
Figure 2: Global: Crowd Analytics Market: Sales Value (in Million US$), 2017-2022
Figure 3: Global: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 4: Global: Crowd Analytics Market: Breakup by Component (in %), 2022
Figure 5: Global: Crowd Analytics Market: Breakup by Deployment Mode (in %), 2022
Figure 6: Global: Crowd Analytics Market: Breakup by Application (in %), 2022
Figure 7: Global: Crowd Analytics Market: Breakup by End User (in %), 2022
Figure 8: Global: Crowd Analytics Market: Breakup by Region (in %), 2022
Figure 9: Global: Crowd Analytics (Solution) Market: Sales Value (in Million US$), 2017 & 2022
Figure 10: Global: Crowd Analytics (Solution) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 11: Global: Crowd Analytics (Services) Market: Sales Value (in Million US$), 2017 & 2022
Figure 12: Global: Crowd Analytics (Services) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 13: Global: Crowd Analytics (On-premises) Market: Sales Value (in Million US$), 2017 & 2022
Figure 14: Global: Crowd Analytics (On-premises) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 15: Global: Crowd Analytics (Cloud-based) Market: Sales Value (in Million US$), 2017 & 2022
Figure 16: Global: Crowd Analytics (Cloud-based) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 17: Global: Crowd Analytics (Safety and Security) Market: Sales Value (in Million US$), 2017 & 2022
Figure 18: Global: Crowd Analytics (Safety and Security) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 19: Global: Crowd Analytics (Crowd Flow Management) Market: Sales Value (in Million US$), 2017 & 2022
Figure 20: Global: Crowd Analytics (Crowd Flow Management) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 21: Global: Crowd Analytics (Mobility and Tracking) Market: Sales Value (in Million US$), 2017 & 2022
Figure 22: Global: Crowd Analytics (Mobility and Tracking) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 23: Global: Crowd Analytics (Other Applications) Market: Sales Value (in Million US$), 2017 & 2022
Figure 24: Global: Crowd Analytics (Other Applications) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 25: Global: Crowd Analytics (Transportation) Market: Sales Value (in Million US$), 2017 & 2022
Figure 26: Global: Crowd Analytics (Transportation) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 27: Global: Crowd Analytics (Retail) Market: Sales Value (in Million US$), 2017 & 2022
Figure 28: Global: Crowd Analytics (Retail) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 29: Global: Crowd Analytics (Hospitality and Tourism) Market: Sales Value (in Million US$), 2017 & 2022
Figure 30: Global: Crowd Analytics (Hospitality and Tourism) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 31: Global: Crowd Analytics (Other End Users) Market: Sales Value (in Million US$), 2017 & 2022
Figure 32: Global: Crowd Analytics (Other End Users) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 33: North America: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 34: North America: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 35: United States: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 36: United States: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 37: Canada: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 38: Canada: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 39: Asia-Pacific: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 40: Asia-Pacific: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 41: China: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 42: China: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 43: Japan: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 44: Japan: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 45: India: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 46: India: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 47: South Korea: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 48: South Korea: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 49: Australia: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 50: Australia: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 51: Indonesia: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 52: Indonesia: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 53: Others: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 54: Others: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 55: Europe: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 56: Europe: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 57: Germany: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 58: Germany: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 59: France: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 60: France: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 61: United Kingdom: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 62: United Kingdom: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 63: Italy: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 64: Italy: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 65: Spain: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 66: Spain: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 67: Russia: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 68: Russia: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 69: Others: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 70: Others: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 71: Latin America: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 72: Latin America: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 73: Brazil: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 74: Brazil: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 75: Mexico: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 76: Mexico: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 77: Others: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 78: Others: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 79: Middle East and Africa: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 80: Middle East and Africa: Crowd Analytics Market: Breakup by Country (in %), 2022
Figure 81: Middle East and Africa: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
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
Figure 1: Global: Crowd Analytics Market: Major Drivers and Challenges
Figure 2: Global: Crowd Analytics Market: Sales Value (in Million US$), 2017-2022
Figure 3: Global: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 4: Global: Crowd Analytics Market: Breakup by Component (in %), 2022
Figure 5: Global: Crowd Analytics Market: Breakup by Deployment Mode (in %), 2022
Figure 6: Global: Crowd Analytics Market: Breakup by Application (in %), 2022
Figure 7: Global: Crowd Analytics Market: Breakup by End User (in %), 2022
Figure 8: Global: Crowd Analytics Market: Breakup by Region (in %), 2022
Figure 9: Global: Crowd Analytics (Solution) Market: Sales Value (in Million US$), 2017 & 2022
Figure 10: Global: Crowd Analytics (Solution) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 11: Global: Crowd Analytics (Services) Market: Sales Value (in Million US$), 2017 & 2022
Figure 12: Global: Crowd Analytics (Services) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 13: Global: Crowd Analytics (On-premises) Market: Sales Value (in Million US$), 2017 & 2022
Figure 14: Global: Crowd Analytics (On-premises) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 15: Global: Crowd Analytics (Cloud-based) Market: Sales Value (in Million US$), 2017 & 2022
Figure 16: Global: Crowd Analytics (Cloud-based) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 17: Global: Crowd Analytics (Safety and Security) Market: Sales Value (in Million US$), 2017 & 2022
Figure 18: Global: Crowd Analytics (Safety and Security) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 19: Global: Crowd Analytics (Crowd Flow Management) Market: Sales Value (in Million US$), 2017 & 2022
Figure 20: Global: Crowd Analytics (Crowd Flow Management) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 21: Global: Crowd Analytics (Mobility and Tracking) Market: Sales Value (in Million US$), 2017 & 2022
Figure 22: Global: Crowd Analytics (Mobility and Tracking) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 23: Global: Crowd Analytics (Other Applications) Market: Sales Value (in Million US$), 2017 & 2022
Figure 24: Global: Crowd Analytics (Other Applications) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 25: Global: Crowd Analytics (Transportation) Market: Sales Value (in Million US$), 2017 & 2022
Figure 26: Global: Crowd Analytics (Transportation) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 27: Global: Crowd Analytics (Retail) Market: Sales Value (in Million US$), 2017 & 2022
Figure 28: Global: Crowd Analytics (Retail) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 29: Global: Crowd Analytics (Hospitality and Tourism) Market: Sales Value (in Million US$), 2017 & 2022
Figure 30: Global: Crowd Analytics (Hospitality and Tourism) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 31: Global: Crowd Analytics (Other End Users) Market: Sales Value (in Million US$), 2017 & 2022
Figure 32: Global: Crowd Analytics (Other End Users) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 33: North America: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 34: North America: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 35: United States: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 36: United States: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 37: Canada: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 38: Canada: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 39: Asia-Pacific: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 40: Asia-Pacific: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 41: China: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 42: China: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 43: Japan: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 44: Japan: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 45: India: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 46: India: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 47: South Korea: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 48: South Korea: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 49: Australia: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 50: Australia: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 51: Indonesia: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 52: Indonesia: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 53: Others: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 54: Others: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 55: Europe: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 56: Europe: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 57: Germany: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 58: Germany: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 59: France: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 60: France: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 61: United Kingdom: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 62: United Kingdom: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 63: Italy: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 64: Italy: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 65: Spain: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 66: Spain: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 67: Russia: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 68: Russia: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 69: Others: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 70: Others: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 71: Latin America: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 72: Latin America: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 73: Brazil: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 74: Brazil: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 75: Mexico: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 76: Mexico: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 77: Others: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 78: Others: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 79: Middle East and Africa: Crowd Analytics Market: Sales Value (in Million US$), 2017 & 2022
Figure 80: Middle East and Africa: Crowd Analytics Market: Breakup by Country (in %), 2022
Figure 81: Middle East and Africa: Crowd Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
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
