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市場調查報告書
商品編碼
1543966

全球雲端分析市場

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個工作天內

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簡介目錄

到 2030 年，全球雲端分析市場預計將達到 53 億美元

全球雲端分析市場預計 2023 年為 14 億美元，預計到 2030 年將達到 53 億美元，2023-2030 年分析期間複合年成長率為 20.6%。雲端分析解決方案是本報告分析的細分市場之一，預計複合年成長率為 18.6%，到分析期結束時將達到 32 億美元。分析期間內，雲端分析服務業的複合年成長率預計為 24.0%。

美國市場預計將達到3.803億美元，中國預計複合年成長率為19.2%。

到 2023 年，美國雲端分析市場預計將達到 3.803 億美元。中國作為全球第二大經濟體，預計2030年市場規模將達到7.837億美元，2023年至2030年複合年成長率為19.2%。其他值得注意的區域市場包括日本和加拿大，在分析期間預計複合年成長率分別為 18.4% 和 17.8%。在歐洲，德國的複合年成長率預計約為 14.9%。

全球雲端分析市場—主要趨勢與促進因素總結

雲端分析為未來城市帶來哪些秘密？

雲端分析利用先進的資料分析技術來理解和預測城市中心、購物中心和體育場館等擁擠空間中的人類行為。該領域使用多種來源的資料，包括監視錄影機、行動裝置和社交媒體平台。透過分析這些資料，雲端分析可以深入了解人們如何在這些空間中移動和互動。該技術對於活動管理、城市規劃和安全業務至關重要。例如，預測大型活動期間的人群行為可以防止集郵、最佳化交通流量並提高安全性和效率。雲端分析還可以透過即時分析人流量和消費者行為來幫助零售商和廣告商更有效地定位客戶。

雲端分析如何徹底改變安全性和零售管理？

雲端分析在安全和零售領域具有變革潛力。在安全領域，該技術即時監控擁擠區域，向當局發出潛在威脅或異常模式的警報，並促使對緊急情況做出快速反應。在零售業，了解人群動態有助於最佳化商店佈局、改善客戶服務並增加銷售。例如，透過分析高峰購物時間和客流量模式，零售商可以調整人員配置和促銷活動，以更準確地滿足客戶需求。此外，雲端分析可用於支援個人化行銷策略的實施，並透過識別消費者偏好和行為來客製化產品優惠和廣告。

部署雲分析時是否需要考慮道德因素？

雖然雲端分析提供了許多好處，但它也引發了重大的道德和隱私問題。監視和移動追蹤技術的使用涉及大量資料的收集，包括敏感的個人資訊。關於提高安全性和便利性與保護個人隱私權之間的平衡，人們的爭論日益激烈。透明的資料實務和嚴格的隱私法規對於解決這些問題至關重要。政府和組織越來越需要實施嚴格的資料保護措施，並確保雲端分析的使用符合法律隱私標準。公眾意識和法律規範必須跟上技術進步的步伐，以防止濫用並保護公民自由。

雲端分析市場成長背後的驅動力是什麼？

雲端分析市場的成長主要由技術進步、都市化加速和消費行為變化等多種因素所推動。人工智慧和機器學習的創新極大地提高了人群分析工具的準確性和效率，使其對零售、交通和公共等行業更具吸引力。隨著城市的不斷發展，對複雜的人群管理解決方案的需求變得更加重要，從而推動了對這些技術的需求。此外，商務策略向資料主導決策的轉變以及對個人化購物體驗的日益偏好正在推動雲端分析解決方案的採用。這些因素，加上城市環境中對增強公共通訊協定的日益成長的需求，將繼續突破雲端分析的界限，預計在不久的將來會有更廣泛的應用和市場擴張。

調查企業舉例（總合14家）

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

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他領域

第4章 比賽

簡介目錄
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