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市场调查报告书
商品编码
1543966

全球云端分析市场

Crowd Analytics
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 182 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年，全球云端分析市场预计将达到 53 亿美元

全球云端分析市场预计 2023 年为 14 亿美元，预计到 2030 年将达到 53 亿美元，2023-2030 年分析期间复合年增长率为 20.6%。云端分析解决方案是本报告分析的细分市场之一，预计复合年增长率为 18.6%，到分析期结束时将达到 32 亿美元。分析期间内，云端分析服务业的复合年增长率预计为 24.0%。

美国市场预计将达到3.803亿美元，中国预计复合年增长率为19.2%。

到 2023 年，美国云端分析市场预计将达到 3.803 亿美元。中国作为全球第二大经济体，预计2030年市场规模将达到7.837亿美元，2023年至2030年复合年增长率为19.2%。其他值得注意的区域市场包括日本和加拿大，在分析期间预计复合年增长率分别为 18.4% 和 17.8%。在欧洲，德国的复合年增长率预计约为 14.9%。

全球云端分析市场—主要趋势与驱动因素总结

云端分析为未来城市带来哪些秘密？

云端分析利用先进的资料分析技术来理解和预测城市中心、购物中心和体育场馆等拥挤空间中的人类行为。该领域使用多种来源的资料，包括监视录影机、行动装置和社交媒体平台。透过分析这些资料，云端分析可以深入了解人们如何在这些空间中移动和互动。该技术对于活动管理、城市规划和安全业务至关重要。例如，预测大型活动期间的人群行为可以防止集邮、优化交通流量并提高安全性和效率。云端分析还可以透过即时分析人流量和消费者行为来帮助零售商和广告商更有效地定位客户。

云端分析如何彻底改变安全性和零售管理？

云端分析在安全和零售领域具有变革潜力。在安全领域，该技术即时监控拥挤区域，向当局发出潜在威胁或异常模式的警报，并促使对紧急情况做出快速反应。在零售业，了解人群动态有助于优化商店布局、改善客户服务并增加销售。例如，透过分析高峰购物时间和客流量模式，零售商可以调整人员配置和促销活动，以更准确地满足客户需求。此外，云端分析可用于支援个人化行销策略的实施，并透过识别消费者偏好和行为来客製化产品优惠和广告。

部署云分析时是否需要考虑道德因素？

虽然云端分析提供了许多好处，但它也引发了重大的道德和隐私问题。监视和移动追踪技术的使用涉及大量资料的收集，包括敏感的个人资讯。关于提高安全性和便利性与保护个人隐私权之间的平衡，人们的争论日益激烈。透明的资料实务和严格的隐私法规对于解决这些问题至关重要。政府和组织越来越需要实施严格的资料保护措施，并确保云端分析的使用符合法律隐私标准。公众意识和法律规范必须跟上技术进步的步伐，以防止滥用并保护公民自由。

云端分析市场成长背后的驱动力是什么？

云端分析市场的成长主要由技术进步、都市化加速和消费行为变化等多种因素所推动。人工智慧和机器学习的创新极大地提高了人群分析工具的准确性和效率，使其对零售、交通和公共等行业更具吸引力。随着城市的不断发展，对复杂的人群管理解决方案的需求变得更加重要，从而推动了对这些技术的需求。此外，商务策略向资料主导决策的转变以及对个人化购物体验的日益偏好正在推动云端分析解决方案的采用。这些因素，加上城市环境中对增强公共通讯协定的日益增长的需求，将继续突破云端分析的界限，预计在不久的将来会有更广泛的应用和市场扩张。

调查企业举例（总合14家）

  • Agt International GmbH
  • Crowd Dynamics
  • Crowdanalytix Inc.
  • NEC Corporation
  • Nokia Corporation
  • Savannah Simulations AG
  • Securion Systems.
  • Sightcorp BV
  • Spigit
  • Walkbase
  • Wavestore Ltd.

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他领域

第四章 比赛

简介目录
Product Code: MCP11380

Global Crowd Analytics Market to Reach US$5.3 Billion by 2030

The global market for Crowd Analytics estimated at US$1.4 Billion in the year 2023, is expected to reach US$5.3 Billion by 2030, growing at a CAGR of 20.6% over the analysis period 2023-2030. Crowd Analytics Solutions, one of the segments analyzed in the report, is expected to record a 18.6% CAGR and reach US$3.2 Billion by the end of the analysis period. Growth in the Crowd Analytics Services segment is estimated at 24.0% CAGR over the analysis period.

The U.S. Market is Estimated at US$380.3 Million While China is Forecast to Grow at 19.2% CAGR

The Crowd Analytics market in the U.S. is estimated at US$380.3 Million in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$783.7 Million by the year 2030 trailing a CAGR of 19.2% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 18.4% and 17.8% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 14.9% CAGR.

Global Crowd Analytics Market - Key Trends and Drivers Summarized

What Secrets Does Crowd Analytics Hold for Tomorrow's Cities?

Crowd analytics harnesses advanced data analysis techniques to understand and predict human behavior in crowded spaces, such as urban centers, shopping malls, and sports venues. This field employs data from various sources including surveillance cameras, mobile devices, and social media platforms. By analyzing this data, crowd analytics provides insights into how people move and interact in these spaces. This technology is crucial for event management, urban planning, and security operations. For instance, it can predict crowd behaviors during large events to prevent stampedes and optimize traffic flow, enhancing both safety and efficiency. Additionally, crowd analytics helps retailers and advertisers target audiences more effectively by analyzing foot traffic and consumer behavior in real-time.

How Is Crowd Analytics Revolutionizing Security and Retail Management?

In the realms of security and retail, crowd analytics offers transformative potential. For security purposes, this technology enables real-time monitoring of crowded areas, which can alert authorities to potential threats or unusual patterns, facilitating rapid response to emergencies. In retail, understanding crowd dynamics can optimize store layouts, improve customer service, and boost sales. For example, by analyzing peak shopping times and foot traffic patterns, retailers can adjust staffing levels and promotions to meet customer demand more accurately. Moreover, crowd analytics supports the implementation of personalized marketing strategies by identifying consumer preferences and behaviors, which can be used to tailor product offerings and advertisements, thereby enhancing the customer experience and increasing brand loyalty.

Are There Ethical Considerations in the Deployment of Crowd Analytics?

While crowd analytics offers numerous benefits, it also raises significant ethical and privacy concerns. The use of surveillance and mobile tracking technologies involves collecting vast amounts of data, which can include sensitive personal information. There is a growing debate over the balance between enhancing security and convenience and protecting individual privacy rights. Transparent data handling and strict privacy regulations are crucial to address these concerns. Governments and organizations are increasingly required to implement stringent data protection measures and ensure that the use of crowd analytics complies with legal standards regarding privacy. Public awareness and regulatory frameworks need to keep pace with technological advancements to prevent misuse and protect civil liberties.

What Drives the Market Growth of Crowd Analytics?

The growth in the crowd analytics market is driven by several factors, primarily technological advancements, increased urbanization, and changing consumer behaviors. Innovations in artificial intelligence and machine learning have significantly improved the accuracy and efficiency of crowd analysis tools, making them more attractive to industries such as retail, transportation, and public safety. As cities continue to grow, the need for sophisticated crowd management solutions becomes more critical, fueling demand for these technologies. Additionally, the shift towards data-driven decision-making in business strategies and the increasing preference for personalized shopping experiences have propelled the adoption of crowd analytics solutions. These factors, combined with the escalating need for enhanced public safety protocols in urban environments, continue to push the boundaries of crowd analytics, promising even broader applications and market expansion in the near future.

Select Competitors (Total 14 Featured) -

  • Agt International GmbH
  • Crowd Dynamics
  • Crowdanalytix Inc.
  • NEC Corporation
  • Nokia Corporation
  • Savannah Simulations AG
  • Securion Systems.
  • Sightcorp BV
  • Spigit
  • Walkbase
  • Wavestore Ltd.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Crowd Analytics - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
    • Global Economic Update
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Advances in AI and Machine Learning Propel Growth in Crowd Analytics Solutions
    • Increased Emphasis on Security and Surveillance Spurs Demand for Crowd Analytics
    • Expansion of Smart City Projects Throws the Spotlight On Crowd Analytics
    • Rise in Retail Analytics and Customer Behavior Tracking Accelerates Demand for Crowd Analytics
    • Integration of IoT in Crowd Management Strengthens Business Case for Advanced Analytics
    • Developments in Big Data Technologies Expand Addressable Market for Crowd Analytics
    • Real-time Data Analysis Drives Adoption of Crowd Analytics in Event Management
    • Growing Need for Disaster Response Management Bodes Well for Market Growth
    • Enhancement of Operational Efficiency Sets the Stage for Growth in Transportation Sectors
    • Increasing Use of Advanced Cameras and Sensors Strengthens Crowd Analytics Implementations
    • Evolution of Predictive Analytics in Managing Crowds Crucial for Market Evolution
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Crowd Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for Crowd Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Customer Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for Customer Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Marketing Campaign Measurement by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for Marketing Campaign Measurement by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Market Forecasting by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for Market Forecasting by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Pricing Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 10: World 7-Year Perspective for Pricing Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 12: World 7-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 13: World Crowd Analytics Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 15: World 7-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 17: World 7-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 19: World 7-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 21: World 7-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Transportation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 23: World 7-Year Perspective for Transportation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 25: World 7-Year Perspective for Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Hospitality & Tourism by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 27: World 7-Year Perspective for Hospitality & Tourism by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 29: World 7-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Crowd Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 30: USA Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 31: USA 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 33: USA 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 35: USA 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 37: USA 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • CANADA
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Canada 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Canada 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 43: Canada 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 45: Canada 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • JAPAN
    • Crowd Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 46: Japan Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 47: Japan 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 49: Japan 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Japan 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 53: Japan 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • CHINA
    • Crowd Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 54: China Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 55: China 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 56: China Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 57: China 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 59: China 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 61: China 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • EUROPE
    • Crowd Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Crowd Analytics by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 63: Europe 7-Year Perspective for Crowd Analytics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 65: Europe 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 67: Europe 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Europe 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 71: Europe 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • FRANCE
    • Crowd Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 72: France Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 73: France 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 74: France Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 75: France 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 76: France Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 77: France 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 79: France 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • GERMANY
    • Crowd Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 80: Germany Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 81: Germany 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 82: Germany Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 83: Germany 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 85: Germany 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 87: Germany 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • ITALY
    • TABLE 88: Italy Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 89: Italy 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 90: Italy Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 91: Italy 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Italy 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 95: Italy 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • UNITED KINGDOM
    • Crowd Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 96: UK Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 97: UK 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 98: UK Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 99: UK 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 100: UK Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 101: UK 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 103: UK 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 104: Rest of Europe Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 105: Rest of Europe 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 106: Rest of Europe Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 107: Rest of Europe 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Crowd Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 112: Asia-Pacific Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 113: Asia-Pacific 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 114: Asia-Pacific Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 115: Asia-Pacific 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 120: Rest of World Recent Past, Current & Future Analysis for Crowd Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 121: Rest of World 7-Year Perspective for Crowd Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 122: Rest of World Recent Past, Current & Future Analysis for Crowd Analytics by Application - Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 123: Rest of World 7-Year Perspective for Crowd Analytics by Application - Percentage Breakdown of Value Sales for Customer Management, Marketing Campaign Measurement, Market Forecasting, Pricing Analytics and Other Applications for the Years 2024 & 2030
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Crowd Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 125: Rest of World 7-Year Perspective for Crowd Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Crowd Analytics by End-Use - Transportation, Retail, Hospitality & Tourism and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 127: Rest of World 7-Year Perspective for Crowd Analytics by End-Use - Percentage Breakdown of Value Sales for Transportation, Retail, Hospitality & Tourism and Other End-Uses for the Years 2024 & 2030

IV. COMPETITION