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封面
市場調查報告書
商品編碼
1433296

全球運輸系統和分析市場 2023-2030

Global Transportation Systems and Analytics Market 2023-2030
出版日期: | 出版商: Orion Market Research | 英文 200 Pages | 商品交期: 2-3個工作天內

價格

在預測期內（2023-2030年），全球交通系統和分析市場預計將以 10.1%的CAGR成長。運輸系統和分析用於運輸服務、最佳化運輸路線並預測設備故障。日益增加採用改進的交通管理和擁塞規劃是支持全球市場成長的關鍵因素。增強的資料服務根據季節性和歷史交通、速度和路線模式為車載資訊娛樂和高級駕駛輔助系統提供交通指導。因此，市場參與者也致力於引進提供交通系統和分析解決方案的資料服務，以進一步促進市場成長。例如，2021年 10月，HERE 推出了用於進階交通分析的全球運動資料服務。該服務滿足了公共交通機構、城市以及汽車運輸和物流行業公司不斷成長的需求，以便更佳了解以道路為中心的出行模式。

細分市場前景

全球交通系統和分析市場依類型、部署和應用進行細分。根據類型，市場分為描述性市場、預測性市場和規範性市場。根據部署，市場分為本地部署、雲端部署和混合部署。此外，根據應用，市場細分為交通管理、物流管理、規劃和維護以及其他（交通規劃和維護）。在這些應用中，由於評估操作風險、改善通訊、保護專有資料和提高供應鏈可及性的供應鏈管理發展的興起，預計物流管理細分市場將佔據相當大的市場佔有率。

預計預測細分市場將在全球運輸系統和分析市場中佔據相當大的佔有率

其中，預測細分市場預計將在全球交通系統和分析市場中佔據相當大的佔有率。細分市場的成長歸因於預測分析利用機器學習來實現其基準測試能力的影響力不斷增強，而這種基準測試能力是由對資料和見解的專有存取所驅動的。在預測分析中，使用者可以監控物流管理計畫的綜合績效，包括運輸決策的微小變化如何能夠創造持續的節省。例如，2021年 1月，Cardinal Health旗下公司 OptiFreight（R）Logistics 推出了 TotalVue（TM）Analytics，這是一種供醫療保健供應鏈領導者利用預測技術和資料來確定物流節省和基準的工具。 Cardinal Health 的 TotalVue（TM）Analytics 為衛生系統提供了運輸趨勢的可見性，以確定降低貨運成本的機會，包括供應商的入庫貨物或護理場所的出庫貨物。

區域展望

全球交通系統和分析市場根據地理位置進一步細分，包括北美（美國和加拿大）、歐洲（英國、義大利、西班牙、德國、法國和歐洲其他地區）、亞太地區（印度、中國、日本、韓國和亞洲其他地區）以及世界其他地區（中東和非洲以及拉丁美洲）。其中，亞太地區預計將在全球市場中佔據顯著佔有率，因為採用交通分析解決方案並加強該地區智慧交通實踐的舉措。

北美地區全球運輸系統和分析市場預計將以顯著的CAGR成長

在所有地區中，北美地區預計在預測期內將以相當大的CAGR成長。區域成長歸因於智慧交通計畫的採用以及全球先進的交通管理系統（ATM）是推動交通分析市場成長的主要因素之一。由於這些分析帶來的好處，例如減少燃料消耗、空氣污染和旅行時間，人們注意到對這些解決方案的需求增加。主要市場參與者包括 Descartes Systems Group、HERE Technologies、INRIX Inc.、Siemens Mobility、Trimble Inc. 等。

2022年 8月和2023年 8月北美貨運（按模式）（十億美元）

目錄

第1章 報告摘要

  • 目前行業分析及成長潛力展望
  • 研究方法和工具
  • 市場區隔
    • 依細分
    • 依地區

第2章 市場概述與見解

  • 報告範圍
  • 分析師見解和當前市場趨勢
    • 主要發現
    • 建議
    • 結論

第3章 競爭格局

  • 主要公司分析
  • IBM Corp.
    • 概述
    • 財務分析
    • SWOT分析
    • 最近的發展
  • SAP SE
    • 概述
    • 財務分析
    • SWOT分析
    • 最近的發展
  • Siemens Mobility
    • 概述
    • 財務分析
    • SWOT分析
    • 最近的發展
  • 關鍵策略分析

第4章 市場細分

  • 依類型分類的全球運輸系統和分析市場
    • 描述性
    • 預測性
    • 規定性
  • 依部署分類的全球運輸系統和分析市場
    • 本地部署
    • 雲端
    • 混合
  • 依應用分類的全球運輸系統和分析市場
    • 交通管理
    • 物流管理
    • 規劃與維護
    • 其他（交通規劃和維護）

第5章 區域分析

  • 北美洲
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 德國
    • 義大利
    • 西班牙
    • 法國
    • 歐洲其他地區
  • 亞太
    • 中國
    • 印度
    • 日本
    • 韓國
    • 亞太其他地區
  • 世界其他地區

第6章 公司簡介

  • Alteryx Inc.
  • Cubic Corp.
  • Cubic Corp.
  • Deloitte Touche Tohmatsu Ltd.
  • Google LLC
  • IBI Group Inc.
  • INRIX Corp.
  • Intel Corp.
  • Kapsch TrafficCom AG
  • Omnitracs
  • Oracle Corp
  • Sisense Inc.
  • SmartDrive Systems Inc.
  • TomTom N.V.
  • TransCore
  • Trimble Inc.
  • WSP Global Inc.
Product Code: OMR2027932

Global Transportation Systems and Analytics Market Size, Share & Trends Analysis Report by Type (Descriptive, Predictive, and Prescriptive), by Deployment (On-Premise, Cloud, and Hybrid), and by Application (Traffic Management, Logistics Management, Planning & Maintenance and Others), Forecast Period (2023-2030)

The global transportation systems and analytics market is anticipated to grow at a CAGR of 10.1% during the forecast period (2023-2030). Transportation systems and analytics are used for transportation services, to optimize transportation routes, and to predict equipment failures. The growing adoption of improved traffic management and congestion planning is the key factor supporting the growth of the market globally. Enhanced data services delivering transportation guidance for in-vehicle infotainment and advanced driving assistance systems based on seasonal and historical traffic, speeds and route patterns. Hence, the market players are also focusing on introducing data services delivering transportation systems and analytics solutions that further bolster the market growth. For instance, in October 2021, HERE launched a global movement data service for advanced transportation analytics. The service addresses the growing demand from public transport agencies, cities, and companies across the automotive transport and logistics industries, to better understand road-centric mobility patterns.

Segmental Outlook

The global transportation systems and analytics market is segmented on the type, deployment, and application. Based on the type, the market is sub-segmented into descriptive, predictive and prescriptive. based on the deployment, the market is sub-segmented into on-premise, Cloud and Hybrid. Further, on the basis of Application, the market is sub-segmented into traffic management, logistics management, planning & maintenance and others (transit planning and maintenance). Among the applications, the logistics management sub-segment is anticipated to hold a considerable share of the market owing to the rise in the development of supply chain management to evaluate operational hazards, improve communication, secure proprietary data, and improve supply chain accessibility.

The Predictive Sub-Segment is Anticipated to Hold a Considerable Share of the Global Transportation Systems and Analytics Market

Among the types, the Predictive sub-segment is expected to hold a considerable share of the global transportation systems and analytics market. The segmental growth is attributed to the growing influence of predictive analytics utilizes machine learning for its benchmarking capability, that is driven by proprietary access to data and insights. In predictive analytics, users can monitor the comprehensive performance of a logistics management program, including how small changes in shipping decisions can create continued savings. For instance, in January 2021, OptiFreight® Logistics, a Cardinal Health company, launched TotalVue™ Analytics - a tool for healthcare supply chain leaders to utilize predictive technology and data to identify logistics savings and benchmarking. Cardinal Health, TotalVue™ Analytics provides health systems with visibility into shipping trends to identify opportunities to reduce freight costs, including inbound shipments from suppliers or outbound shipments from sites of care.

Regional Outlook

The global transportation systems and analytics market is further segmented based on geography including North America (the US, and Canada), Europe (UK, Italy, Spain, Germany, France, and the Rest of Europe), Asia-Pacific (India, China, Japan, South Korea, and Rest of Asia), and the Rest of the World (the Middle East & Africa, and Latin America. Among these, Asia-Pacific is anticipated to hold a prominent share of the market across the globe, owing to the adoption of transportation analytics solutions and an increase in initiatives to enhance intelligent transportation practices within the region.

The North America Region is Expected to Grow at a Significant CAGR in the Global Transportation Systems and Analytics Market

Among all regions, the North America regions is anticipated to grow at a considerable CAGR over the forecast period. Regional growth is attributed to the adoption of smart transportation initiatives along with the advanced traffic management system (ATMs) across the globe acts as one of the major factors driving the growth of the transportation analytics market. An increase in demand for these solutions has been noticed owing to the benefits offered by these analytics such as a decline in fuel consumption, air pollution and travelling time. The key market players include Descartes Systems Group, HERE Technologies, INRIX Inc., Siemens Mobility, Trimble Inc. and others.

North America Freight by Mode, August 2022 and 2023 ($ Billions)

Source: Bureau of Transportation Statistics, TransBorder Freight Data

According to the Bureau of Transportation Statistics, TransBorder Freight Data in October 2023, Total transborder freight: $138.0 billion of transborder freight was moved by all modes of transportation, down 1.7% compared to August 2022. Freight between the US and Canada totaled $67.2 billion, down 4.0% from August 2022. Freight between the US and Mexico totaled $70.8 billion, up 0.7% from August 2022. Trucks moved $87.8 billion of freight, up 4.6% compared to August 2022. Railways moved $17.7 billion of freight, down 1.0% compared to August 2022. Vessels moved $11.9 billion of freight, down 11.8% compared to August 2022. Pipelines moved $9.8 billion of freight, down 33.4% compared to August 2022. Air moved $5.1 billion of freight, up 9.8% compared to August 2022

The most elaborate systems for mitigating traffic and ultimately curbing congestion over a period of time. Such initiatives globally boost the utility of transportation analytics services in the long run and enhance the sustainability of transport infrastructure. For instance, in September 2021, Geotab launched a new transportation analytics platform that provides governments with the context and insights they need to help make smarter, faster decisions. With street-level transportation making up the largest mode of travel across the globe, data from millions of connected vehicles on these streets are giving government agencies the necessary data-driven insights to help improve local traffic.

Market Players Outlook

The major companies serving the transportation systems and analytics market include Google LLC, IBM Corp., SAP SE, Siemens Mobility, Trimble Inc., and others. The market players are considerably contributing to the market growth by the adoption of various strategies including mergers and acquisitions, partnerships, collaborations, funding, and new product launches, to stay competitive in the market. For instance, in March 2023, Daimler Truck collaborated with Siemens to build an integrated digital engineering analytics platform. The new platform enables Daimler Truck to explore the future of commercial vehicle innovation and the efficient product development and lifecycle management of trucks and buses.

The Report Covers:

  • Market value data analysis of 2022 and forecast to 2030.
  • Annualized market revenues ($ million) for each market segment.
  • Country-wise analysis of major geographical regions.
  • Key companies operating in the global transportation systems and analytics market. Based on the availability of data, information related to new product launches, and relevant news is also available in the report.
  • Analysis of business strategies by identifying the key market segments positioned for strong growth in the future.
  • Analysis of market-entry and market expansion strategies.
  • Competitive strategies by identifying 'who-stands-where' in the market.

Table of Contents

1. Report Summary

  • Current Industry Analysis and Growth Potential Outlook
  • 1.1. Research Methods and Tools
  • 1.2. Market Breakdown
    • 1.2.1. By Segments
    • 1.2.2. By Region

2. Market Overview and Insights

  • 2.1. Scope of the Report
  • 2.2. Analyst Insight & Current Market Trends
    • 2.2.1. Key Findings
    • 2.2.2. Recommendations
    • 2.2.3. Conclusion

3. Competitive Landscape

  • 3.1. Key Company Analysis
  • 3.2. IBM Corp.
    • 3.2.1. Overview
    • 3.2.2. Financial Analysis
    • 3.2.3. SWOT Analysis
    • 3.2.4. Recent Developments
  • 3.3. SAP SE
    • 3.3.1. Overview
    • 3.3.2. Financial Analysis
    • 3.3.3. SWOT Analysis
    • 3.3.4. Recent Developments
  • 3.4. Siemens Mobility
    • 3.4.1. Overview
    • 3.4.2. Financial Analysis
    • 3.4.3. SWOT Analysis
    • 3.4.4. Recent Developments
  • 3.5. Key Strategy Analysis

4. Market Segmentation

  • 4.1. Global Transportation Systems and Analytics Market by Type
    • 4.1.1. Descriptive
    • 4.1.2. Predictive
    • 4.1.3. Prescriptive
  • 4.2. Global Transportation Systems and Analytics Market by Deployment
    • 4.2.1. On-premise
    • 4.2.2. Cloud
    • 4.2.3. Hybrid
  • 4.3. Global Transportation Systems and Analytics Market by Application
    • 4.3.1. Traffic Management
    • 4.3.2. Logistics Management
    • 4.3.3. Planning & Maintenance
    • 4.3.4. Others (Transit Planning and Maintenance)

5. Regional Analysis

  • 5.1. North America
    • 5.1.1. United States
    • 5.1.2. Canada
  • 5.2. Europe
    • 5.2.1. UK
    • 5.2.2. Germany
    • 5.2.3. Italy
    • 5.2.4. Spain
    • 5.2.5. France
    • 5.2.6. Rest of Europe
  • 5.3. Asia-Pacific
    • 5.3.1. China
    • 5.3.2. India
    • 5.3.3. Japan
    • 5.3.4. South Korea
    • 5.3.5. Rest of Asia-Pacific
  • 5.4. Rest of the World

6. Company Profiles

  • 6.1. Alteryx Inc.
  • 6.2. Cubic Corp.
  • 6.3. Cubic Corp.
  • 6.4. Deloitte Touche Tohmatsu Ltd.
  • 6.5. Google LLC
  • 6.6. IBI Group Inc.
  • 6.7. INRIX Corp.
  • 6.8. Intel Corp.
  • 6.9. Kapsch TrafficCom AG
  • 6.10. Omnitracs
  • 6.11. Oracle Corp
  • 6.12. Sisense Inc.
  • 6.13. SmartDrive Systems Inc.
  • 6.14. TomTom N.V.
  • 6.15. TransCore
  • 6.16. Trimble Inc.
  • 6.17. WSP Global Inc.

LIST OF TABLES

  • 1. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 2. GLOBAL DESCRIPTIVE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 3. GLOBAL PREDICTIVE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 4. GLOBAL PRESCRIPTIVE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 5. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 6. GLOBAL ON-PREMISE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS, 2022-2030 ($ MILLION)
  • 7. GLOBAL CLOUD TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS, 2022-2030 ($ MILLION)
  • 8. GLOBAL HYBRID TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS, 2022-2030 ($ MILLION)
  • 9. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)
  • 10. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS FOR TRAFFIC MANAGEMENT MARKET RESEARCH AND ANALYSIS, 2022-2030 ($ MILLION)
  • 11. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS FOR LOGISTICS MANAGEMENT MARKET RESEARCH AND ANALYSIS, 2022-2030 ($ MILLION)
  • 12. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS FOR PLANNING & MAINTENANCE MARKET RESEARCH AND ANALYSIS, 2022-2030 ($ MILLION)
  • 13. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS FOR OTHERS MARKET RESEARCH AND ANALYSIS, 2022-2030 ($ MILLION)
  • 14. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 15. NORTH AMERICAN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 16. NORTH AMERICAN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 17. NORTH AMERICAN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 18. NORTH AMERICAN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)
  • 19. EUROPEAN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 20. EUROPEAN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 21. EUROPEAN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 22. EUROPEAN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)
  • 23. ASIA- PACIFIC TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 24. ASIA- PACIFIC TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 25. ASIA- PACIFIC TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 26. ASIA- PACIFIC TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)
  • 27. REST OF THE WORLD TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 28. REST OF THE WORLD TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY TYPE, 2022-2030 ($ MILLION)
  • 29. REST OF THE WORLD TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2022-2030 ($ MILLION)
  • 30. REST OF THE WORLD TRANSPORTATION SYSTEMS AND ANALYTICS MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)

LIST OF FIGURES

  • 1. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY TYPE, 2022 VS 2030 (%)
  • 2. GLOBAL DESCRIPTIVE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 3. GLOBAL PREDICTIVE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 4. GLOBAL PRESCRIPTIVE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 5. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY DEPLOYMENT, 2022 VS 2030 (%)
  • 6. GLOBAL ON-PREMISE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 7. GLOBAL CLOUD TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 8. GLOBAL HYBRID TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 9. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY APPLICATION, 2022 VS 2030 (%)
  • 10. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS FOR TRAFFIC MANAGEMENT MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 11. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS FOR LOGISTICS MANAGEMENT MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 12. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS FOR PLANNING & MAINTENANCE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 13. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS FOR OTHERS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 14. GLOBAL TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 15. US TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 16. CANADA TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 17. UK TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 18. FRANCE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 19. GERMANY TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 20. ITALY TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 21. SPAIN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 22. REST OF EUROPE TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 23. INDIA TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 24. CHINA TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 25. JAPAN TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 26. SOUTH KOREA TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 27. REST OF ASIA-PACIFIC TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)
  • 28. REST OF THE WORLD TRANSPORTATION SYSTEMS AND ANALYTICS MARKET SIZE, 2022-2030 ($ MILLION)