全球城市数据平台市场

预计2030年全球城市数据平台市场规模将达2,018亿美元

全球城市数据平台市场规模预计在2024年为901亿美元，到2030年将达到2018亿美元，2024年至2030年的复合年增长率为14.4%。报告分析的细分市场之一——需求面数据流——预计复合年增长率为13.4%，到分析期结束时规模将达到849亿美元。供应端侧资料流市场在分析期间的复合年增长率预计为13.8%。

美国市场规模估计为 246 亿美元，中国市场预计复合年增长率为 19.0%

美国城市数据平台市场规模预计在2024年达到246亿美元。预计到2030年，作为世界第二大经济体的中国市场规模将达到429亿美元，在2024-2030年的分析期内，复合年增长率为19.0%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为10.7%和12.8%。在欧洲，预计德国市场的复合年增长率为11.4%。

全球城市数据平台市场－主要趋势与驱动因素摘要

智慧城市如何发展以数据为中心的城市管理？

随着全球各地城市中心加速智慧城市生态系统转型，城市数据平台市场正经历前所未有的发展动能。这些平台即时汇总、处理和视觉化来自感测器、设备、交通系统、电网、公共和市民服务部门的大量数据。随着城市密度日益增大、结构日益复杂，数据平台如同数位神经系统，能够更快地进行决策、进行预测分析，并协调应对交通拥堵、能源管理、废弃物和紧急服务等城市挑战。城市规划人员和市政当局正在利用这些平台製定数据主导的政策，以优化资源利用并改善城市生活品质。从监测空气品质到调节智慧照明再到管理停车基础设施，数据存取的精细化和即时正在改变管治模式。这种转变也受到全球永续城市发展倡议的推动，例如联合国「永续智慧城市」议程，该议程旨在促进资讯通信技术基础设施的整合。

互通性和开放式架构能否定义城市智慧的下一个阶段？

事实上，塑造城市数据平台市场的决定性趋势之一是走向互通性和模组化。现代城市是由不同的系统组成的——交通、能源、水利、安全等等——每个系统都会产生脱节的资料流。长期以来，遗留基础设施和孤立的数据一直是综合城市管理的障碍。如今，基于 API、云端原生框架和标准化资料模型建构的开放式架构平台正在打破这些孤岛。这些平台可以提取、处理和关联来自不同来源的数据，而不受通讯协定或供应商的限制。这种互通性对于部署预测性警务、智慧电网平衡和自动公共交通协调等高级服务至关重要。此外，城市开始接受开放资料倡议，与私人开发商和研究人员共用匿名资料集，以促进创新和公民参与。平台还在设计中加入人工智慧和机器学习层，以促进异常检测、需求预测和行为建模，从而开启主动城市管理的新时代。然而，这种开放性也带来了资料安全、所有权和管治方面的挑战，其中网路安全和法规遵循是平台开发的核心。

当地基础建设和政策生态系统如何影响平台采用？

城市数据平台的区域采用将在很大程度上取决于城市的数位成熟度、预算分配和政策框架。北美和西欧等新兴市场凭藉先进的 ICT 基础设施、强大的智慧城市政策和积极主动的官民合作关係关係引领着这一应用。阿姆斯特丹、伦敦和纽约等城市正在透过建立连接从交通感测器到公民反馈管道等一切的整合平台树立全球标竿。在亚太地区，快速的都市化和雄心勃勃的智慧城市计画（例如印度的智慧城市计画和新加坡的智慧国家倡议）正在对扩充性、多功能的平台产生强劲需求，这些平台可以服务特大城市和新兴城市。在拉丁美洲和非洲，采用尚处于萌芽阶段，但在旨在改善城市交通、水资源管理和灾害应变的试点计画和国际资金的推动下，发展势头强劲。区域政策也发挥关键作用。欧洲的 GDPR 正在塑造资料管治模式，而美国城市正在采用分散的采购和平台部署方式。这种区域差异不仅会影响平台能力，还会影响供应商策略，需要根据地方管治、基础设施能力和社会需求量身定制的解决方案。

城市数据平台市场成长受多种因素驱动

城市数据平台的兴起是由技术、基础设施和行为催化剂的强大组合所驱动的。在技​​术方面，物联网设备和 5G 连接的广泛应用成倍增加了数据生成和对即时分析基础设施的需求。数据的爆炸性增长使得集中式平台对于管理从交通流量到用水等一切事务至关重要。最终用途的多样性也不断扩大，现在的平台可以用于环境监测、公共分析、交通优化甚至城市农业规划。政府政策一直是关键的成长引擎，城市根据智慧城市使命、气候变迁因应计画和数位转型蓝图获得专款。此外，公民对响应迅速和透明管治的期望也在不断上升，这促使市政当局采用提供公民仪表板、参与式规划工具和绩效追踪的平台。云端处理和边缘分析也使此类平台扩充性和成本效益，使其能够在特大城市和较小的城市丛集中广泛应用。科技公司、地方政府和学术机构之间的策略合作正在增强该平台的功能，而城市数据市场的兴起则开闢了新的收益途径。综合来看，这些多面向的力量预示着城市数据平台将继续成为未来智慧都市化的核心。

部分

流类型（需求方、供应方、分析、标准化）、配置（本地、云端基础）、最终用途（运输、零售、市政、其他）

受访公司范例

• Cisco Systems
• Cityzenith
• Deloitte
• Esri
• Hitachi Vantara
• IBM
• Itron
• Johnson Controls
• KPMG
• Microsoft
• NEC Corporation
• Oracle Corporation
• Panasonic Corporation
• Schneider Electric
• Siemens AG
• Tata Consultancy Services（TCS）
• Telensa
• TIBCO Software
• Trimble Inc.
• Veolia Environnement

人工智慧集成

我们正在利用可操作的专家内容和人工智慧工具来改变市场和竞争情报。

Global Industry Analysts 并未遵循典型的 LLM 或特定产业的 SLM查询，而是建立了一个从全球专家收集的内容库，其中包括影片录影、部落格、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地、进出口状况（成品和原始OEM）预测其竞争态势的变化。这种复杂且多面向的市场动态预计将以多种方式影响竞争对手，包括销货成本成本 (COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

• 市场概览
• 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
• 西班牙
• 俄罗斯
• 其他欧洲国家
• 亚太地区
• 澳洲
• 印度
• 韩国
• 其他亚太地区
• 拉丁美洲
• 阿根廷
• 巴西
• 墨西哥
• 其他拉丁美洲
• 中东
• 伊朗
• 以色列
• 沙乌地阿拉伯
• 阿拉伯聯合大公国
• 其他中东地区
• 非洲

第四章 竞赛

Global City Data Platform Market to Reach US$201.8 Billion by 2030

The global market for City Data Platform estimated at US$90.1 Billion in the year 2024, is expected to reach US$201.8 Billion by 2030, growing at a CAGR of 14.4% over the analysis period 2024-2030. Demand-Side Stream Type, one of the segments analyzed in the report, is expected to record a 13.4% CAGR and reach US$84.9 Billion by the end of the analysis period. Growth in the Supply-Side Stream Type segment is estimated at 13.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$24.6 Billion While China is Forecast to Grow at 19.0% CAGR

The City Data Platform market in the U.S. is estimated at US$24.6 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$42.9 Billion by the year 2030 trailing a CAGR of 19.0% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 10.7% and 12.8% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 11.4% CAGR.

Global City Data Platform Market - Key Trends & Drivers Summarized

How Are Smart Cities Powering the Evolution of Data-Centric Urban Management?

The city data platform market has gained unprecedented momentum as urban centers worldwide accelerate their shift toward smart city ecosystems. These platforms aggregate, process, and visualize massive volumes of data collected from sensors, devices, transportation systems, energy grids, utilities, and citizen services in real time. As cities become denser and more complex, data platforms serve as the digital nervous system-enabling faster decision-making, predictive analytics, and coordinated responses to urban challenges such as traffic congestion, energy management, waste disposal, and emergency services. City planners and municipal governments are leveraging these platforms to create data-driven policies that optimize resource use and elevate the quality of urban life. From monitoring air quality to regulating smart lighting and managing parking infrastructure, the granularity and immediacy of data access have transformed governance models. This shift is also being encouraged by global initiatives for sustainable urban development, such as the UN’s Smart Sustainable Cities agenda, which promotes integrated ICT infrastructure-making city data platforms a foundational tool in future-proofing urban environments.

Can Interoperability and Open Architecture Define the Next Phase of Urban Intelligence?

Indeed, one of the defining trends shaping the city data platform market is the move toward interoperability and modularity. Modern cities are a mosaic of systems-transport, energy, water, safety-and each generates disparate data streams. Legacy infrastructure and siloed data have long been barriers to integrated city management. Today, open architecture platforms built on APIs, cloud-native frameworks, and standardized data models are dissolving these silos. These platforms can ingest, process, and correlate data from heterogeneous sources regardless of protocol or vendor, creating a cohesive and real-time view of the city. This level of interoperability is crucial for deploying advanced services like predictive policing, smart grid balancing, or autonomous public transport coordination. Moreover, cities are beginning to embrace open data initiatives, sharing anonymized datasets with private developers and researchers to foster innovation and civic engagement. Platforms are also being designed with AI and machine learning layers to facilitate anomaly detection, demand forecasting, and behavior modeling, ushering in a new era of proactive urban management. This openness, however, comes with challenges around data security, ownership, and governance-making cybersecurity and regulatory compliance central to platform development.

How Do Regional Infrastructures and Policy Ecosystems Shape Platform Adoption?

Regional adoption of city data platforms is highly dependent on a city's digital maturity, budget allocation, and policy frameworks. Developed markets such as North America and Western Europe are leading adoption due to advanced ICT infrastructure, strong smart city policies, and active public-private partnerships. Cities like Amsterdam, London, and New York have set global benchmarks by creating integrated platforms that connect everything from traffic sensors to citizen feedback channels. In Asia-Pacific, rapid urbanization and ambitious smart city missions-such as India’s Smart Cities Program and Singapore’s Smart Nation initiative-are creating strong demand for scalable, multi-functional platforms that can serve both megacities and emerging urban centers. In Latin America and Africa, adoption is nascent but growing, driven by pilot programs and international funding aimed at improving urban mobility, water management, and disaster response. Regional policy also plays a pivotal role: GDPR in Europe has shaped data governance models, while US cities follow decentralized approaches to procurement and platform deployment. These regional differences influence not just platform functionality but also vendor strategies, requiring customized solutions that align with local governance, infrastructure capacity, and societal needs.

The Growth in the City Data Platform Market Is Driven by Several Factors

The rise of city data platforms is driven by a powerful mix of technological, infrastructural, and behavioral catalysts. On the technological front, the proliferation of IoT devices and 5G connectivity has exponentially increased data generation and the need for real-time analytics infrastructure. This data explosion has made centralized platforms indispensable for managing everything from traffic flow to water usage. End-use diversity is also expanding-platforms are now being tailored for environmental monitoring, public safety analytics, transportation optimization, and even urban agriculture planning. Government policy is a key growth engine, with cities receiving dedicated funding under smart city missions, climate resilience programs, and digital transformation roadmaps. Furthermore, there is growing public expectation for responsive, transparent governance, pushing municipalities to adopt platforms that offer citizen dashboards, participatory planning tools, and performance tracking. Cloud computing and edge analytics have also made these platforms more scalable and cost-effective, enabling adoption across both megacities and small urban clusters. Strategic collaborations between tech firms, municipal governments, and academic institutions are enhancing platform capabilities, while the rise of urban data marketplaces is opening new monetization avenues. These multidimensional drivers collectively ensure that city data platforms will remain central to the future of intelligent urbanization.

SCOPE OF STUDY:

The report analyzes the City Data Platform market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Stream Type (Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type, Standardization Stream Type); Deployment (On-Premise Deployment, Cloud-based Deployment); End-Use (Transport End-Use, Retail End-Use, Municipality End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; Spain; Russia; and Rest of Europe); Asia-Pacific (Australia; India; South Korea; and Rest of Asia-Pacific); Latin America (Argentina; Brazil; Mexico; and Rest of Latin America); Middle East (Iran; Israel; Saudi Arabia; United Arab Emirates; and Rest of Middle East); and Africa.

Select Competitors (Total 41 Featured) -

• Cisco Systems
• Cityzenith
• Deloitte
• Esri
• Hitachi Vantara
• IBM
• Itron
• Johnson Controls
• KPMG
• Microsoft
• NEC Corporation
• Oracle Corporation
• Panasonic Corporation
• Schneider Electric
• Siemens AG
• Tata Consultancy Services (TCS)
• Telensa
• TIBCO Software
• Trimble Inc.
• Veolia Environnement

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

• 1. MARKET OVERVIEW
  • Influencer Market Insights
  • World Market Trajectories
  • Tariff Impact on Global Supply Chain Patterns
  • City Data Platform - Global Key Competitors Percentage Market Share in 2025 (E)
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
• 2. FOCUS ON SELECT PLAYERS
• 3. MARKET TRENDS & DRIVERS
  • Accelerated Smart City Deployments Drive Adoption of Unified City Data Platforms
  • Increasing Urbanization Throws Spotlight on Real-Time Data Management Needs
  • Integration of IoT and Edge Devices Expands Addressable Use Cases for Data Platforms
  • Data-Driven Governance Models Propel Growth of City-Level Decision Support Systems
  • Demand for Resilience Planning in Urban Infrastructure Spurs Investment in Predictive Analytics
  • Interoperability Standards and Open APIs Strengthen Business Case for Modular Platforms
  • Surge in Public-Private Partnerships Supports Adoption Across Utility and Transport Sectors
  • Cybersecurity Regulations and Data Privacy Laws Shape Platform Architecture and Market Access
  • Expansion of Digital Twin Projects Generates Demand for Scalable Data Infrastructure
  • Citizen Engagement Initiatives Drive Usage of Interactive Dashboards and Mobile Interfaces
  • Standardization of KPIs in Urban Governance Promotes Data Harmonization Efforts
  • Demand for Climate, Mobility and Energy Monitoring Platforms Sustains Long-Term Growth
• 4. GLOBAL MARKET PERSPECTIVE
  • TABLE 1: World City Data Platform Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
  • TABLE 2: World Recent Past, Current & Future Analysis for City Data Platform by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 3: World Historic Review for City Data Platform by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 4: World 16-Year Perspective for City Data Platform by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2014, 2025 & 2030
  • TABLE 5: World Recent Past, Current & Future Analysis for Demand-Side Stream Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 6: World Historic Review for Demand-Side Stream Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 7: World 16-Year Perspective for Demand-Side Stream Type by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
  • TABLE 8: World Recent Past, Current & Future Analysis for Supply-Side Stream Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 9: World Historic Review for Supply-Side Stream Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 10: World 16-Year Perspective for Supply-Side Stream Type by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
  • TABLE 11: World Recent Past, Current & Future Analysis for Analytical Stream Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 12: World Historic Review for Analytical Stream Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 13: World 16-Year Perspective for Analytical Stream Type by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
  • TABLE 14: World Recent Past, Current & Future Analysis for Standardization Stream Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 15: World Historic Review for Standardization Stream Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 16: World 16-Year Perspective for Standardization Stream Type by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
  • TABLE 17: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 18: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 19: World 16-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
  • TABLE 20: World Recent Past, Current & Future Analysis for Transport End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 21: World Historic Review for Transport End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 22: World 16-Year Perspective for Transport End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
  • TABLE 23: World Recent Past, Current & Future Analysis for Retail End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 24: World Historic Review for Retail End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 25: World 16-Year Perspective for Retail End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
  • TABLE 26: World Recent Past, Current & Future Analysis for Municipality End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 27: World Historic Review for Municipality End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 28: World 16-Year Perspective for Municipality End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
  • TABLE 29: World Recent Past, Current & Future Analysis for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 30: World Historic Review for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 31: World 16-Year Perspective for On-Premise Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
  • TABLE 32: World Recent Past, Current & Future Analysis for Cloud-based Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 33: World Historic Review for Cloud-based Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 34: World 16-Year Perspective for Cloud-based Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030

III. MARKET ANALYSIS

• UNITED STATES
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
  • TABLE 35: USA Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 36: USA Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 37: USA 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 38: USA Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 39: USA Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 40: USA 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 41: USA Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 42: USA Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 43: USA 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• CANADA
  • TABLE 44: Canada Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 45: Canada Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 46: Canada 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 47: Canada Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 48: Canada Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 49: Canada 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 50: Canada Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 51: Canada Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 52: Canada 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• JAPAN
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
  • TABLE 53: Japan Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 54: Japan Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 55: Japan 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 56: Japan Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 57: Japan Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 58: Japan 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 59: Japan Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 60: Japan Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 61: Japan 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• CHINA
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
  • TABLE 62: China Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 63: China Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 64: China 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 65: China Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 66: China Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 67: China 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 68: China Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 69: China Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 70: China 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• EUROPE
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
  • TABLE 71: Europe Recent Past, Current & Future Analysis for City Data Platform by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 72: Europe Historic Review for City Data Platform by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 73: Europe 16-Year Perspective for City Data Platform by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2014, 2025 & 2030
  • TABLE 74: Europe Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 75: Europe Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 76: Europe 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 77: Europe Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 78: Europe Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 79: Europe 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 80: Europe Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 81: Europe Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 82: Europe 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• FRANCE
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
  • TABLE 83: France Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 84: France Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 85: France 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 86: France Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 87: France Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 88: France 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 89: France Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 90: France Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 91: France 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• GERMANY
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
  • TABLE 92: Germany Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 93: Germany Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 94: Germany 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 95: Germany Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 96: Germany Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 97: Germany 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 98: Germany Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 99: Germany Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 100: Germany 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• ITALY
  • TABLE 101: Italy Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 102: Italy Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 103: Italy 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 104: Italy Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 105: Italy Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 106: Italy 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 107: Italy Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 108: Italy Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 109: Italy 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• UNITED KINGDOM
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
  • TABLE 110: UK Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 111: UK Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 112: UK 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 113: UK Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 114: UK Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 115: UK 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 116: UK Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 117: UK Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 118: UK 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• SPAIN
  • TABLE 119: Spain Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 120: Spain Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 121: Spain 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 122: Spain Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 123: Spain Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 124: Spain 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 125: Spain Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 126: Spain Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 127: Spain 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• RUSSIA
  • TABLE 128: Russia Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 129: Russia Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 130: Russia 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 131: Russia Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 132: Russia Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 133: Russia 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 134: Russia Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 135: Russia Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 136: Russia 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• REST OF EUROPE
  • TABLE 137: Rest of Europe Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 138: Rest of Europe Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 139: Rest of Europe 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 140: Rest of Europe Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 141: Rest of Europe Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 142: Rest of Europe 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 143: Rest of Europe Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 144: Rest of Europe Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 145: Rest of Europe 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• ASIA-PACIFIC
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
  • TABLE 146: Asia-Pacific Recent Past, Current & Future Analysis for City Data Platform by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 147: Asia-Pacific Historic Review for City Data Platform by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 148: Asia-Pacific 16-Year Perspective for City Data Platform by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2014, 2025 & 2030
  • TABLE 149: Asia-Pacific Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 150: Asia-Pacific Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 151: Asia-Pacific 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 152: Asia-Pacific Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 153: Asia-Pacific Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 154: Asia-Pacific 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 155: Asia-Pacific Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 156: Asia-Pacific Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 157: Asia-Pacific 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• AUSTRALIA
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2025 (E)
  • TABLE 158: Australia Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 159: Australia Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 160: Australia 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 161: Australia Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 162: Australia Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 163: Australia 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 164: Australia Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 165: Australia Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 166: Australia 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• INDIA
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2025 (E)
  • TABLE 167: India Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 168: India Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 169: India 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 170: India Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 171: India Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 172: India 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 173: India Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 174: India Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 175: India 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• SOUTH KOREA
  • TABLE 176: South Korea Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 177: South Korea Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 178: South Korea 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 179: South Korea Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 180: South Korea Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 181: South Korea 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 182: South Korea Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 183: South Korea Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 184: South Korea 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• REST OF ASIA-PACIFIC
  • TABLE 185: Rest of Asia-Pacific Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 186: Rest of Asia-Pacific Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 187: Rest of Asia-Pacific 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 188: Rest of Asia-Pacific Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 189: Rest of Asia-Pacific Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 190: Rest of Asia-Pacific 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 191: Rest of Asia-Pacific Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 192: Rest of Asia-Pacific Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 193: Rest of Asia-Pacific 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• LATIN AMERICA
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2025 (E)
  • TABLE 194: Latin America Recent Past, Current & Future Analysis for City Data Platform by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 195: Latin America Historic Review for City Data Platform by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 196: Latin America 16-Year Perspective for City Data Platform by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2014, 2025 & 2030
  • TABLE 197: Latin America Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 198: Latin America Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 199: Latin America 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 200: Latin America Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 201: Latin America Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 202: Latin America 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 203: Latin America Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 204: Latin America Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 205: Latin America 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• ARGENTINA
  • TABLE 206: Argentina Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 207: Argentina Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 208: Argentina 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 209: Argentina Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 210: Argentina Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 211: Argentina 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 212: Argentina Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 213: Argentina Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 214: Argentina 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• BRAZIL
  • TABLE 215: Brazil Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 216: Brazil Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 217: Brazil 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 218: Brazil Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 219: Brazil Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 220: Brazil 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 221: Brazil Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 222: Brazil Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 223: Brazil 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• MEXICO
  • TABLE 224: Mexico Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 225: Mexico Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 226: Mexico 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 227: Mexico Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 228: Mexico Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 229: Mexico 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 230: Mexico Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 231: Mexico Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 232: Mexico 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• REST OF LATIN AMERICA
  • TABLE 233: Rest of Latin America Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 234: Rest of Latin America Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 235: Rest of Latin America 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 236: Rest of Latin America Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 237: Rest of Latin America Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 238: Rest of Latin America 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 239: Rest of Latin America Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 240: Rest of Latin America Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 241: Rest of Latin America 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• MIDDLE EAST
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2025 (E)
  • TABLE 242: Middle East Recent Past, Current & Future Analysis for City Data Platform by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 243: Middle East Historic Review for City Data Platform by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 244: Middle East 16-Year Perspective for City Data Platform by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2014, 2025 & 2030
  • TABLE 245: Middle East Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 246: Middle East Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 247: Middle East 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 248: Middle East Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 249: Middle East Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 250: Middle East 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 251: Middle East Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 252: Middle East Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 253: Middle East 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• IRAN
  • TABLE 254: Iran Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 255: Iran Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 256: Iran 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 257: Iran Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 258: Iran Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 259: Iran 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 260: Iran Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 261: Iran Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 262: Iran 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• ISRAEL
  • TABLE 263: Israel Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 264: Israel Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 265: Israel 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 266: Israel Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 267: Israel Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 268: Israel 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 269: Israel Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 270: Israel Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 271: Israel 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• SAUDI ARABIA
  • TABLE 272: Saudi Arabia Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 273: Saudi Arabia Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 274: Saudi Arabia 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 275: Saudi Arabia Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 276: Saudi Arabia Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 277: Saudi Arabia 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 278: Saudi Arabia Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 279: Saudi Arabia Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 280: Saudi Arabia 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• UNITED ARAB EMIRATES
  • TABLE 281: UAE Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 282: UAE Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 283: UAE 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 284: UAE Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 285: UAE Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 286: UAE 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 287: UAE Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 288: UAE Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 289: UAE 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• REST OF MIDDLE EAST
  • TABLE 290: Rest of Middle East Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 291: Rest of Middle East Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 292: Rest of Middle East 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 293: Rest of Middle East Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 294: Rest of Middle East Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 295: Rest of Middle East 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 296: Rest of Middle East Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 297: Rest of Middle East Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 298: Rest of Middle East 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030
• AFRICA
  • City Data Platform Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2025 (E)
  • TABLE 299: Africa Recent Past, Current & Future Analysis for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 300: Africa Historic Review for City Data Platform by Stream Type - Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 301: Africa 16-Year Perspective for City Data Platform by Stream Type - Percentage Breakdown of Value Sales for Demand-Side Stream Type, Supply-Side Stream Type, Analytical Stream Type and Standardization Stream Type for the Years 2014, 2025 & 2030
  • TABLE 302: Africa Recent Past, Current & Future Analysis for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 303: Africa Historic Review for City Data Platform by End-Use - Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 304: Africa 16-Year Perspective for City Data Platform by End-Use - Percentage Breakdown of Value Sales for Other End-Uses, Transport End-Use, Retail End-Use and Municipality End-Use for the Years 2014, 2025 & 2030
  • TABLE 305: Africa Recent Past, Current & Future Analysis for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 306: Africa Historic Review for City Data Platform by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
  • TABLE 307: Africa 16-Year Perspective for City Data Platform by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2025 & 2030

IV. COMPETITION