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群集分析の世界市場

Crowd Analytics

出版日
ページ情報
英文 182 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.82円
群集分析の世界市場
出版日: 2024年08月29日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 182 Pages
納期: 即日から翌営業日
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概要

群集分析の世界市場は2030年までに53億米ドルに達する見込み

2023年に14億米ドルと推定される群集分析の世界市場は、2030年には53億米ドルに達し、分析期間2023-2030年のCAGRは20.6%で成長すると予測されます。本レポートで分析したセグメントの1つである群集分析ソリューションは、CAGR 18.6%を記録し、分析期間終了時には32億米ドルに達すると予測されます。群集分析サービス分野の成長率は、分析期間中CAGR 24.0％と推定されます。

米国市場は3億8,030万米ドル、中国はCAGR19.2％で成長予測

米国の群集分析市場は、2023年に3億8,030万米ドルと推定されます。世界第2位の経済大国である中国は、2023年から2030年にかけてCAGR 19.2%で推移し、2030年には7億8,370万米ドルの市場規模に達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ18.4%と17.8%と予測されています。欧州では、ドイツがCAGR約14.9%で成長すると予測されています。

世界の群集分析市場- 主要動向と促進要因のまとめ

群集分析が明日の都市にもたらす秘密とは？

群集分析は、都市中心部、ショッピングモール、スポーツ会場などの混雑した空間における人間の行動を理解し予測するために、高度なデータ分析技術を活用しています。この分野では、監視カメラ、モバイル機器、ソーシャルメディア・プラットフォームなど、さまざまなソースからのデータを用います。このデータを分析することで、群集分析は、これらの空間で人々がどのように動き、どのように相互作用するかについての洞察を提供します。このテクノロジーは、イベント管理、都市計画、セキュリティ業務に欠かせないです。例えば、大規模なイベント時の群集の行動を予測することで、スタンプラリーを防ぎ、交通の流れを最適化し、安全性と効率の両方を高めることができます。また、群集分析は、リアルタイムで人の往来や消費者の行動を分析することで、小売業者や広告主がより効果的にターゲットを絞るのに役立ちます。

群集分析はどのようにセキュリティとリテール管理に革命を起こしているのでしょうか？

セキュリティと小売の分野において、群集分析は変革の可能性を秘めています。セキュリティの分野では、このテクノロジーは混雑したエリアをリアルタイムで監視し、潜在的な脅威や異常なパターンを当局に警告し、緊急事態への迅速な対応を促します。小売業では、群衆の動態を理解することで、店舗レイアウトの最適化、顧客サービスの向上、売上の増加が期待できます。例えば、ショッピングのピーク時間帯や人通りのパターンを分析することで、小売業者は、より正確に顧客の需要を満たすために、人員配置やプロモーションを調整することができます。さらに、群集分析は、消費者の嗜好や行動を特定することで、パーソナライズされたマーケティング戦略の実施をサポートし、商品提供や広告を調整するために使用することができます。

群集分析の展開に倫理的配慮は必要ですか？

群集分析は多くの利点を提供する一方で、倫理的、プライバシー的に重大な問題を提起します。監視やモバイルトラッキング技術の使用は、機密性の高い個人情報を含む膨大な量のデータ収集を伴います。セキュリティや利便性の向上と、個人のプライバシー権保護のバランスをめぐる議論が高まっています。こうした懸念に対処するためには、透明性の高いデータの取り扱いと厳格なプライバシー規制が不可欠です。政府や組織は、厳格なデータ保護対策を実施し、群集分析の使用がプライバシーに関する法的基準に準拠していることを保証することがますます求められています。悪用を防ぎ、市民の自由を守るために、国民の意識と規制の枠組みは、技術の進歩に歩調を合わせる必要があります。

群集分析市場成長の原動力は？

群集分析市場の成長は、主に技術の進歩、都市化の進展、消費者行動の変化など、いくつかの要因によってもたらされます。人工知能や機械学習における技術革新は、群衆分析ツールの精度と効率を大幅に向上させ、小売、交通、公共安全などの業界にとってより魅力的なものとなっています。都市が成長し続けるにつれ、洗練された群集管理ソリューションの必要性はより重要になり、こうしたテクノロジーへの需要を煽っています。さらに、ビジネス戦略におけるデータ主導の意思決定へのシフトや、パーソナライズされたショッピング体験への嗜好の高まりが、群集分析ソリューションの採用を後押ししています。これらの要因は、都市環境における公共安全プロトコルの強化に対するニーズの高まりと相まって、群集分析の限界を押し広げ続けており、近い将来、さらに広範なアプリケーションと市場の拡大が期待されます。

調査対象企業の例（合計 14社）

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

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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