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市场调查报告书
商品编码
1405001

流量分析市场规模、份额、趋势分析报告：按类型、部署、应用、区域、细分市场预测，2023-2030

Transportation Analytics Market Size, Share & Trends Analysis Report By Type (Descriptive, Predictive, Prescriptive), By Deployment (On-premise, Cloud, Hybrid), By Application, By Region, And Segment Forecasts, 2023 - 2030
出版日期: | 出版商: Grand View Research | 英文 109 Pages | 商品交期: 2-10个工作天内

价格

流量分析市场趋势与成长

Grand View Research, Inc.的最新研究显示，全球交通分析市场预计到2030年将达到430亿美元，2023年至2030年的复合年增长率为21.6%。全球政府在交通领域的支出增加以及都市化智慧城市的发展是推动市场成长的主要动力。此外，巨量资料的消费化以及透过人工智慧和机器学习实现的分析技​​术的进步将推动分析在交通产业的效用。其他推动市场成长的因素包括分析新兴企业的收购、合併和联盟，以及主要产业参与者为增强分析技术而进行的研发投资。

根据捷克共和国交通研究中心发布的报告，2018年全球约有5亿个监视录影机，每週产生150亿GB的资料。这个数字每两年就会翻一番，并将被储存和分析，以改善和简化大众交通工具状况。全球智慧型交通系统应用的不断增加也将挖掘资料收集和分析的潜力。此外，从感测平台（例如车载感测平台和城市感测平台）收集的资料可用于支援智慧型运输系统（ITS）的关键目标，例如交通和出行、经济发展和环境永续性。实现这一目标。所有这些领先因素预计将在预测期内推动市场成长。

根据汽车产业估计，2015年全球道路上行驶的汽车数量约为13亿辆，随着新兴经济体的经济成长，预计到2040年将增加至20亿辆以上。新的道路和旁路无法跟上世界各地都市区不断增长的交通量。然而，透过结合新的交通分析解决方案和通讯技术，借助人工智慧（AI），可以即时分析大量交通资料，以应对不断增加的车辆数量。运输和通讯领域新兴市场的开拓可能会在预测期内推动运输分析解决方案市场的成长。

流量分析市场报告亮点

  • 在预测期内，规定类型的流量分析可能会快速成长。人工智慧和机器学习等先进技术的出现以及物联网的出现可能会支持该领域的成长。在主要供应商中， Oracle的分析云端平台在其平台内提供预测分析软体，让开发人员可以挖掘各种资料类型、扰乱资料移动并获得可操作的见解。
  • 云端部署是 2022 年部署分析的首选方法，预计在未来八年将快速成长。 SaaS、PaaS 和 IaaS 等云端运算技术和服务的成长可能会推动该细分市场的成长。
  • 规划和维护应用程式预计将成为预测期内成长最快的部分。减少停机时间、资产异常监控、经济高效的维护和维修以及透过分析进行趋势和事件预测是推动该细分市场成长的关键因素。
  • 由于日本、中国、韩国、澳洲和台湾等国家采取的智慧交通和交通管理倡议，亚太地区预计将从 2023 年到 2030 年以最高的复合年增长率成长。例如，中国现代综合交通体系五年计画包括智慧城市交通付款、综合行动付款解决方案、行动应用程式、共享出行、交通巨量资料利用等。

目录

第一章调查方法和范围

第 2 章执行摘要

第 3 章 交通分析市场变数、趋势与范围

  • 市场体系展望
    • 母市场展望
    • 相关/附随市场展望
  • 普及和成长前景图
  • 市场动态
    • 市场驱动因素分析
    • 市场抑制因素分析
  • 交通分析市场分析工具
    • 产业分析-波特五力分析
    • PESTEL分析

第四章 流量分析市场：类型估算与趋势分析

  • 流量分析市场：要点
  • 交通分析市场：2022 年和 2030 年类型变动与市场占有率分析
  • 说明的
    • 2017-2030 年说明市场估计与预测
  • 预测性的
    • 预测性市场估计与预测，2017-2030
  • 规范的
    • 2017-2030 年规范市场估计与预测

第五章 流量分析市场：介绍预估与趋势分析

  • 流量分析市场：要点
  • 交通分析市场：2022 年和 2030 年采用趋势和市场占有率分析
  • 云
    • 2017-2030 年云端市场估计与预测
  • 本地
    • 2017-2030 年本地市场估计与预测
  • 混合
    • 2017-2030 年混合市场估计与预测

第六章 流量分析市场：使用量估算与趋势分析

  • 流量分析市场：要点
  • 交通分析市场：2022 年和 2030 年应用趋势和市场占有率分析
  • 交通管理
    • 2017-2030 年交通管理市场估计与预测
  • 物流管理
    • 2017-2030 年物流管理市场估计与预测
  • 规划/维护
    • 2017-2030 年规划与维护市场估计与预测
  • 其他的
    • 2017-2030 年其他市场估计与预测

第七章 流量分析市场：区域估计/趋势分析

  • 区域展望
  • 按地区分類的交通分析市场：重点
  • 北美洲
    • 2017-2030 年市场估计与预测
    • 美国
    • 加拿大
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 巴西
    • 墨西哥
  • 中东/非洲
    • 南非
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国

第八章竞争形势

  • 主要市场参与企业的最新趋势和影响分析
  • 市场参与企业分类
    • IBM Corporation
    • Sisense Ltd.
    • Oracle
    • Cubic Corporation
    • INRIX
    • Cellint
    • Alteryx
    • Hitachi, Ltd.
    • SmartDrive Systems, Inc.
    • Omnitracs
Product Code: GVR-4-68038-241-9

Transportation Analytics Market Trends & Growth

The global transportation analytics market size is expected to reach USD 43.0 billion by 2030, registering at a CAGR of 21.6% from 2023 to 2030, according to a new study conducted by Grand View Research, Inc. Increasing expenditure of governments in transportation sector across the world and the growth of smart cities vis-a-vis urbanization are the major driving forces fostering the market growth. Moreover, consumerization of big data, advancements in analytics technology owing to artificial intelligence and machine learning will aid the utility of analytics in the transportation industry. Besides, acquisition of analytics startups, mergers and collaboration, and research and development investment in technology enhancement of analytics by major industry players will boost the market growth.

As per the published report by Transport Research Centre of Czech Republic, in 2018 there are around 500 million surveillance cameras across the world, generating 15 billion gigabytes of data per week. This number will double every two years, which will be stored and analyzed for improving and streamlining the public transport situation. The potential of data collection and its analysis will also be harnessed through growing application of intelligent transport systems across the world. Moreover, the data collected from the sensing platforms such as intra vehicular and urban sensing platform will help in achieving the primary aim of Intelligent Transport Systems (ITS) such as access and mobility, economic development, and environmental sustainability. All the precedent factors will help boost the market growth over the forecast period.

As per automobile industry estimates, in 2015 there were around 1.3 billion vehicles plying on the road worldwide and with growing economy in developing regions, the number is expected to rise over 2 billion by 2040. The development of new roads and bypasses will not suffice the ever increasing traffic level loads in urban areas across the globe. However, with the combination of new transport analytics solutions and communications technology with the aid of Artificial Intelligence (AI), large amount of traffic data can be analyzed in real time to cope the growing number of vehicles. Such developments across the transportation and communication sector will propel growth of the market for transportation analytics solutions over the forecast period.

Transportation Analytics Market Report Highlights:

  • The prescriptive type of transportation analytics is likely to grow at rapid rate over the forecast period. Emergence of advanced technologies such as AI and ML, and advent of IoT is likely to boost the segment growth. Among major vendors, Oracle's Analytics cloud platform offers predictive analytics software within the platform, which helps developers to mine various data types, destroy the movement of data, and deliver actionable insights
  • The cloud deployment was the most preferred way for deployment of the analytics in 2022 and is anticipated to grow rapidly over the next eight years. Growth in cloud computing technology and its services such as SaaS, PaaS, and IaaS will foster the segment growth
  • The planning and maintenance management application is anticipated to be the fastest growing segment over the forecast period. Reduction in downtime, monitoring assets for anomalies, cost effective servicing and repairs, trends and forecasting events through analytics are some of the major factors that are likely to drive the segment growth
  • Asia Pacific is expected to expand at the highest CAGR from 2023 to 2030 owing to smart transportation and traffic management initiativesundertaken by countries such asJapan, China, South Korea, Australia, and Taiwan. For instance, China's 5 year plan for modern comprehensive transportation system will include SMART urban transportation management, integrated mobile payment solutions, mobile apps, shared mobility, and the use of big data in transport

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
    • 1.1.1. Type
    • 1.1.2. Deployment
    • 1.1.3. Application
    • 1.1.4. Regional scope
    • 1.1.5. Estimates and forecast timeline
  • 1.2. Research Methodology
  • 1.3. Information Procurement
    • 1.3.1. Purchased database
    • 1.3.2. GVR's internal database
    • 1.3.3. Secondary route of administrations
    • 1.3.4. Primary research
    • 1.3.5. Details of primary research
  • 1.4. Information or Data Analysis
  • 1.5. Market Formulation & Validation
  • 1.6. Model Details
  • 1.7. List of Secondary Sources
  • 1.8. List of Primary Sources
  • 1.9. Objectives

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
    • 2.2.1. Type
    • 2.2.2. Deployment
    • 2.2.3. Application
    • 2.2.4. Regional outlook
  • 2.3. Competitive Insights

Chapter 3. Transportation Analytics Market Variables, Trends & Scope

  • 3.1. Market Lineage Outlook
    • 3.1.1. Parent market outlook
    • 3.1.2. Related/ancillary market outlook
  • 3.2. Penetration & Growth Prospect Mapping
  • 3.3. Market Dynamics
    • 3.3.1. Market driver analysis
    • 3.3.2. Market restraint analysis
  • 3.4. Transportation Analytics Market Analysis Tools
    • 3.4.1. Industry analysis - Porter's Five Forces
      • 3.4.1.1. Supplier power
      • 3.4.1.2. Buyer power
      • 3.4.1.3. Substitution threat
      • 3.4.1.4. Threat of new entrant
      • 3.4.1.5. Competitive rivalry
    • 3.4.2. PESTEL analysis
      • 3.4.2.1. Political landscape
      • 3.4.2.2. Technological landscape
      • 3.4.2.3. Economic landscape

Chapter 4. Transportation Analytics Market: Type Estimates & Trend Analysis

  • 4.1. Transportation Analytics Market: Key Takeaways
  • 4.2. Transportation Analytics Market: Type Movement & Market Share Analysis, 2022 & 2030
  • 4.3. Descriptive
    • 4.3.1. Descriptive market estimates and forecasts, 2017 to 2030 (USD Million)
  • 4.4. Predictive
    • 4.4.1. Predictive market estimates and forecasts, 2017 to 2030 (USD Million)
  • 4.5. Prescriptive
    • 4.5.1. Prescriptive market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 5. Transportation Analytics Market: Deployment Estimates & Trend Analysis

  • 5.1. Transportation Analytics Market: Key Takeaways
  • 5.2. Transportation Analytics Market: Deployment Movement & Market Share Analysis, 2022 & 2030
  • 5.3. Cloud
    • 5.3.1. Cloud market estimates and forecasts, 2017 to 2030 (USD Million)
  • 5.4. On-premise
    • 5.4.1. On-premise market estimates and forecasts, 2017 to 2030 (USD Million)
  • 5.5. Hybrid
    • 5.5.1. Hybrid market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 6. Transportation Analytics Market: Application Estimates & Trend Analysis

  • 6.1. Transportation Analytics Market: Key Takeaways
  • 6.2. Transportation Analytics Market: Application Movement & Market Share Analysis, 2022 & 2030
  • 6.3. Traffic management
    • 6.3.1. Traffic management market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.4. Logistics management
    • 6.4.1. Logistics management market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.5. Planning & maintenance
    • 6.5.1. Planning & maintenance market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.6. Others
    • 6.6.1. Others market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 7. Transportation Analytics Market: Regional Estimates & Trend Analysis

  • 7.1. Regional Outlook
  • 7.2. Transportation Analytics Market by Region: Key Takeaways
  • 7.3. North America
    • 7.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.3.2. U.S.
      • 7.3.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.3.3. Canada
      • 7.3.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
  • 7.4. Europe
    • 7.4.1. UK
      • 7.4.1.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.4.2. Germany
      • 7.4.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.4.3. France
      • 7.4.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
  • 7.5. Asia Pacific
    • 7.5.1. Japan
      • 7.5.1.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.5.2. China
      • 7.5.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.5.3. India
      • 7.5.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.5.4. Australia
      • 7.5.4.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.5.5. South Korea
      • 7.5.5.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
  • 7.6. Latin America
    • 7.6.1. Brazil
      • 7.6.1.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.6.2. Mexico
      • 7.6.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
  • 7.7. MEA
    • 7.7.1. South Africa
      • 7.7.1.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.7.2. Saudi Arabia
      • 7.7.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.7.3. UAE
      • 7.7.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 8.2. Market Participant Categorization
    • 8.2.1. IBM Corporation
      • 8.2.1.1. Company overview
      • 8.2.1.2. Financial performance
      • 8.2.1.3. Product benchmarking
      • 8.2.1.4. Strategic initiatives
    • 8.2.2. Sisense Ltd.
      • 8.2.2.1. Company overview
      • 8.2.2.2. Financial performance
      • 8.2.2.3. Product benchmarking
      • 8.2.2.4. Strategic initiatives
    • 8.2.3. Oracle
      • 8.2.3.1. Company overview
      • 8.2.3.2. Financial performance
      • 8.2.3.3. Product benchmarking
      • 8.2.3.4. Strategic initiatives
    • 8.2.4. Cubic Corporation
      • 8.2.4.1. Company overview
      • 8.2.4.2. Financial performance
      • 8.2.4.3. Product benchmarking
      • 8.2.4.4. Strategic initiatives
    • 8.2.5. INRIX
      • 8.2.5.1. Company overview
      • 8.2.5.2. Financial performance
      • 8.2.5.3. Product benchmarking
      • 8.2.5.4. Strategic initiatives
    • 8.2.6. Cellint
      • 8.2.6.1. Company overview
      • 8.2.6.2. Financial performance
      • 8.2.6.3. Product benchmarking
      • 8.2.6.4. Strategic initiatives
      • 8.2.6.5.
    • 8.2.7. Alteryx
      • 8.2.7.1. Company overview
      • 8.2.7.2. Financial performance
      • 8.2.7.3. Product benchmarking
      • 8.2.7.4. Strategic initiatives
    • 8.2.8. Hitachi, Ltd.
      • 8.2.8.1. Company overview
      • 8.2.8.2. Financial performance
      • 8.2.8.3. Product benchmarking
      • 8.2.8.4. Strategic initiatives
    • 8.2.9. SmartDrive Systems, Inc.
      • 8.2.9.1. Company overview
      • 8.2.9.2. Financial performance
      • 8.2.9.3. Product benchmarking
      • 8.2.9.4. Strategic initiatives
    • 8.2.10. Omnitracs
      • 8.2.10.1. Company overview
      • 8.2.10.2. Financial performance
      • 8.2.10.3. Product benchmarking
      • 8.2.10.4. Strategic initiatives

List of Tables

  • Table 1 List of abbreviations
  • Table 2 North America transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 3 North America transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 4 North America transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 5 North America transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 6 U.S. transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 7 U.S. transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 8 U.S. transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 9 Canada transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 10 Canada transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 11 Canada transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 12 Europe transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 13 Europe transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 14 Europe transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 15 Europe transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 16 Germany transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 17 Germany transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 18 Germany transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 19 UK transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 20 UK transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 21 UK transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 22 France transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 23 France transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 24 France transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 25 Asia Pacific transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 26 Asia Pacific transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 27 Asia Pacific transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 28 Asia Pacific transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 29 Japan transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 30 Japan transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 31 Japan transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 32 China transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 33 China transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 34 China transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 35 India transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 36 India transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 37 India transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 38 Australia transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 39 Australia transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 40 Australia transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 41 South Korea transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 42 South Korea transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 43 South Korea transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 44 Latin America transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 45 Latin America transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 46 Latin America transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 47 Latin America transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 48 Brazil transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 49 Brazil transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 50 Brazil transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 51 Mexico transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 52 Mexico transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 53 Mexico transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 54 Middle East and Africa transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 55 Middle East and Africa transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 56 Middle East and Africa transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 57 Middle East and Africa transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 58 South Africa transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 59 South Africa transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 60 South Africa transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 61 Saudi Arabia transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 62 Saudi Arabia transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 63 Saudi Arabia transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 64 UAE transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 65 UAE transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 66 UAE transportation analytics market, by application 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Market research process
  • Fig. 2 Data triangulation techniques
  • Fig. 3 Primary research pattern
  • Fig. 4 Market research approaches
  • Fig. 5 Value-chain-based sizing & forecasting
  • Fig. 6 QFD modeling for market share assessment
  • Fig. 7 Market formulation & validation
  • Fig. 8 Transportation analytics: Market outlook
  • Fig. 9 Transportation analytics: Competitive insights
  • Fig. 10 Parent market outlook
  • Fig. 11 Related/ancillary market outlook
  • Fig. 12 Penetration and growth prospect mapping
  • Fig. 13 Industry value chain analysis
  • Fig. 14 Transportation analytics market driver impact
  • Fig. 15 Transportation analytics market restraint impact
  • Fig. 16 Transportation analytics market strategic initiatives analysis
  • Fig. 17 Transportation analytics market: Type movement analysis
  • Fig. 18 Transportation analytics market: Type outlook and key takeaways
  • Fig. 19 Descriptive market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 20 Predictive market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 21 Prescriptive market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 22 Transportation analytics market: Deployment movement analysis
  • Fig. 23 Transportation analytics market: Deployment outlook and key takeaways
  • Fig. 24 On-premise market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 25 Cloud market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 26 Hybrid market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 27 Transportation analytics market: Application movement analysis
  • Fig. 28 Transportation analytics market: Application outlook and key takeaways
  • Fig. 29 Traffic management market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 30 Logistics management market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 31 Planning & Maintenance market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 32 Others market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 33 Global transportation analytics market: Regional movement analysis
  • Fig. 34 Global transportation analytics market: Regional outlook and key takeaways
  • Fig. 35 North America market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 36 U.S. market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 37 Canada market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 38 Europe market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 39 UK market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 40 Germany market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 41 France market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 42 Asia Pacific market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 43 Japan market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 44 China market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 45 India market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 46 Australia market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 47 South Korea market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 48 Latin America market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 49 Brazil market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 50 Mexico market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 51 Middle East and Africa market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 52 Saudi Arabia market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 53 South Africa market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 54 UAE market estimates and forecasts, 2017 - 2030 (USD Million)