交通分析の世界市場レポート 2024

交通分析の市場規模は、今後数年間で急速に成長すると予想されています。 2028年には19.6%の年間複合成長率（CAGR）で416億1,000万米ドルに成長すると予想されます。今後数年間、交通分析の成長はいくつかの要因によって促進されると予想されます。その要因としては、特に自動運転車の統合、予測分析の採用増加、サービスとしてのモビリティ（MaaS）の拡大、気候変動への対処を目的とした取り組み、および排出量の削減、膨大な量のデータの管理、サイバーセキュリティに対する懸念の増大などです。この期間に予想される主な動向としては、リアルタイムデータとIoTセンサーの統合、メンテナンスのための高度な予測分析、フリート管理と最適化の改善、GIS（地理情報システム）技術の利用、コネクテッドカー向けの堅牢なサイバーセキュリティ対策、および機械学習とAI技術の継続的な進歩などが挙げられます。

交通分析市場の成長は、スマートシティや先進的な通勤システムの開発を目的とした政府の取り組みの増加によって推進されています。経済、モビリティ、環境、人々、ライフスタイル、政府などの重要な分野における卓越性を特徴とするスマートシティは、交通分析を利用して交通システムを監視および管理します。信号機や信号機のセンサーなどの監視機器を統合することで、交通の動きを継続的に追跡できるようになります。 2023年3月の注目すべき例では、米国は2021年11月に1兆2,000億米ドルのインフラ投資・雇用法（IIJA）を可決し、大幅なインフラ改善に取り組みました。 IIJAは今後10年間で、道路、橋、空港、鉄道の強化、きれいな飲料水とブロードバンドインターネットへのアクセスの拡大、環境正義の達成に5,500億米ドルを投資する予定です。その結果、スマートシティ開発に向けた政府の取り組みの急増が、交通分析市場の成長の重要な推進力となっています。

交通分析市場は、商用車および乗用車の販売増加により成長の見込みがあります。道路を走る車両の数が増加するにつれ、交通管理の最適化、高度道路交通システム（ITS）の導入、公共交通システムの適応において、交通分析が極めて重要な役割を果たします。 駐車場管理、自動車物流のサプライチェーンの最適化、車両管理の効率化などの課題に対処します。さらに、交通分析は消費者の行動に関する洞察を提供し、交通安全の改善に貢献し、環境への影響を評価し、スマートシティの取り組みと連携します。例えば、2022年1月、エネルギー効率・再生可能エネルギー局は、2020年比3%増を反映し、2021年の新小型小型車の販売台数は1,490万台に増加すると報告しました。車両は交通分析市場の成長を推進しています。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

• 高インフレが市場に与える影響
• ウクライナ・ロシア戦争が市場に与える影響
• COVID-19による市場への影響

第5章 世界市場規模と成長

• 市場促進要因と抑制要因
  • 市場促進要因
  • 市場抑制要因
• 市場規模と実績と成長、2018年～2023年
• 市場規模と実績と成長、2023年～2028年、2033年

第6章 市場セグメンテーション

• 世界の交通分析市場、分析タイプ別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
• 記述的分析
• 予測分析
• 規範的な分析
• 世界の交通分析市場、コンポーネント別セグメンテーション、実績および予測、2018-2023、2023-2028年、2033年
• ソリューション
• サービス
• 世界の交通分析市場、交通手段別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
• 鉄道
• 車道
• 海運
• 航空会社
• 世界の交通分析市場、アプリケーション別セグメンテーション、実績および予測、2018-2023、2023-2028年、2033年
• リモートセンシング
• 交通管理
• 交通管理
• 事故管理
• 物流管理
• その他の用途

第7章 地域および国の分析

• 世界の交通分析市場、地域別、実績および予測、2018-2023、2023-2028年、2033年
• 世界の交通分析市場、国別、実績および予測、2018-2023、2023-2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

• 交通分析市場の競合情勢
• 交通分析市場の企業プロファイル
  • International Business Machines Corporation
  • OmniTracs LLC
  • Cubic Corporation
  • Alteryx Inc.
  • Cellint Corporation

第31章 競合ベンチマーキング

第32章 競合ダッシュボード

第33章 主要な合併と買収

第34章 将来の見通しと可能性の分析

第35章 付録

Transportation Analytics Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on transportation analytics market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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• Measure the impact of high global inflation on market growth.
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• Understand customers based on the latest market shares.
• Benchmark performance against key competitors.
• Suitable for supporting your internal and external presentations with reliable high quality data and analysis
• Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
• All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for transportation analytics? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The transportation analytics market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

Scope

Markets Covered:

• 1) By Analytics Type: Descriptive Analytics; Predictive Analytics; Prescriptive Analytics
• 2) By Component: Solutions; Services
• 3) By Deployment: On-Premise; Cloud; Hybrid
• 4) By Mode of Transportation: Railways; Roadways; Maritime; Airways
• 5) By Application: Remote Sensing; Transit Management; Traffic Management; Incident Management; Logistics Management; Other Applications
• Companies Mentioned: International Business Machines Corporation; OmniTracs LLC; Cubic Corporation; Alteryx Inc.; Cellint Corporation
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery format: PDF, Word and Excel Data Dashboard.

Executive Summary

Transportation analytics involves employing advanced analytical tools to evaluate and optimize the efficiency of transportation operations. These analytics encompass a range of data, including driver information, travel duration, route analysis, and unloading periods. The transportation system integrates various elements, such as traffic sensors, monitoring displays, electronic access, mobility management, and global positioning systems (GPS).

The primary categories of transportation analytics are descriptive, predictive, and prescriptive analytics. Descriptive analytics involves examining current and past data to identify patterns and correlations. Components of transportation analytics consist of solutions and services available across on-premise, cloud-based, and hybrid platforms. These are applied in remote sensing, transit, traffic, incident, and logistics management, among other applications. Transportation analytics cater to multiple modes of transportation, including railways, roadways, maritime, and airways.

The transportation analytics market research report is one of a series of new reports from The Business Research Company that provides transportation analytics market statistics, including transportation analytics industry global market size, regional shares, competitors with a transportation analytics market share, detailed transportation analytics market segments, market trends and opportunities, and any further data you may need to thrive in the transportation analytics industry. This transportation analytics market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The transportation analytics market size has grown exponentially in recent years. It will grow from $16.75 billion in 2023 to $20.33 billion in 2024 at a compound annual growth rate (CAGR) of 21.4%. In the past, the growth of transportation analytics was driven by various factors, including the need for operational efficiency, traffic management improvements, governmental initiatives, adherence to safety and compliance standards, emphasis on environmental sustainability, and meeting evolving customer expectations.

The transportation analytics market size is expected to see rapid growth in the next few years. It will grow to $41.61 billion in 2028 at a compound annual growth rate (CAGR) of 19.6%. In the coming years, the growth of transportation analytics is expected to be driven by several factors, notably the integration of autonomous vehicles, increased adoption of predictive analytics, the expansion of Mobility as a Service (MaaS), initiatives aimed at addressing climate change and reducing emissions, the management of vast amounts of data, and growing concerns about cybersecurity. Major trends anticipated in this period include the integration of real-time data and IoT sensors, advanced predictive analytics for maintenance, improvements in fleet management and optimization, utilization of GIS (Geographic Information System) technology, robust cybersecurity measures for connected vehicles, and ongoing advancements in machine learning and AI technologies.

The growth of the transportation analytics market is being driven by increasing government initiatives aimed at developing smart cities and advanced commute systems. Smart cities, characterized by excellence in critical areas such as economy, mobility, environment, people, lifestyle, and government, employ transportation analytics to monitor and manage their traffic systems. The integration of monitoring equipment, including sensors in traffic lights and signals, enables continuous tracking of traffic movement. In a notable example from March 2023, the United States, with the $1.2 trillion Infrastructure Investment and Jobs Act (IIJA) passed in November 2021, committed to significant infrastructure improvement. Over the next decade, the IIJA plans to invest $550 billion in enhancing roads, bridges, airports, railroads, extending access to clean drinking water and broadband internet, and achieving environmental justice. Consequently, the surge in government initiatives to develop smart cities is a key driver for the growth of the transportation analytics market.

The transportation analytics market is poised for growth due to the increasing sales of commercial and passenger vehicles. As the number of vehicles on the road rises, transportation analytics plays a pivotal role in optimizing traffic management, implementing intelligent transportation systems (ITS), and adapting public transit systems. It addresses challenges such as parking management, supply chain optimization for automotive logistics, and efficiency in fleet management. Furthermore, transportation analytics provides insights into consumer behavior, contributes to road safety improvements, assesses environmental impacts, and aligns with smart city initiatives. For instance, in January 2022, the Office of Energy Efficiency and Renewable Energy reported an increase in sales of new light-duty vehicles to 14.9 million in 2021, reflecting a 3% rise over 2020. Therefore, the escalating sales of both commercial and passenger vehicles are propelling the growth of the transportation analytics market.

To gain a competitive edge in the transportation analytics market, major companies are focusing on developing new AI-based transportation management solutions. An example is SS Supply Chain Solutions, an India-based software development company, which, in September 2023, introduced iTMS (Intelligent Transport Management Solution). iTMS is a comprehensive platform for transportation planning, settlement, and execution, powered by advanced analytics and utilizing artificial intelligence. The platform features components such as Order AI for automated order acquisition, Shipment Planning and Optimization for efficient dispatch routes, and an Execution Orchestration Tool for real-time tracking and performance improvement. Additionally, iTMS offers Contract & Rate Management and Billing & Settlement tools, simplifying overseas trade processes and financial audits. This focus on AI-based solutions enhances companies' competitiveness in the dynamic transportation analytics market.

Prominent players in the transportation analytics market are actively developing new solutions tailored for enterprise rail analytics. Enterprise rail analytics involves the application of advanced data analysis and business intelligence techniques within the framework of rail transportation systems, specifically catering to the needs of businesses and enterprises. The primary objective is to augment decision-making processes, optimize resource utilization, and enhance overall productivity within the rail logistics and transportation sector. A case in point is the initiative by Kaleris, a Georgia-based software development company, in April 2021. Kaleris launched Transport Analytics, a business intelligence offering intricately designed to elevate enterprise analytics within the rail supply chain. Integrated into the KALERIS Supply Chain Execution Platform, Transport Analytics provides shippers, service providers, and carriers with advanced access to business insights and innovative rail analytics. Leveraging visualization tools and intuitive dashboards, users can analyze extensive data sets, aggregate key performance indicators, and swiftly identify and manage exceptions. This approach ultimately contributes to improved asset utilization, inventory turns, and overall productivity. With a specific focus on enterprise rail visibility, Transport Analytics empowers customers to measure and report on load status, in-transit performance, cycle time, dwell time, and detention charges.

In a significant development, Atlantia S.p.A., an Italy-based construction company, made a strategic acquisition in June 2022 by acquiring Yunex Traffic for an undisclosed amount. This acquisition reinforces Atlantia S.p.A.'s global presence and enhances its expertise in intelligent transport systems, positioning the company to offer innovative solutions for smart and sustainable mobility. Yunex Traffic, based in Germany, specializes in providing traffic solutions that assist cities and municipalities in integrating intelligent strategies into their traffic systems. The acquisition aligns with Atlantia S.p.A.'s commitment to advancing intelligent transport solutions and underscores the company's dedication to meeting the evolving needs of smart and sustainable mobility.

Major companies operating in the transportation analytics market report are International Business Machines Corporation, OmniTracs LLC, Cubic Corporation, Alteryx Inc., Cellint Corporation, Inrix Corporation, Siemens AG, Hitachi Limited, Conduent Inc., Oracle Corporation, Thales Group, Iteris Inc., Dataiku Inc., Ridecell Inc., Mara Labs Inc., GoFreight Inc., SmartDrive Systems Inc., Kapsch Trafficcom AG, Indra Sistemas S.A., Trimble Inc., TomTom N.V., CARTO Inc., Ticpoi Pte. Ltd., WeighMAST Limited, AirportTransfer.com, MoveInSync Rentlz Inc., Foley & Lardner LLP, SENGERIO Inc., Veritec Solutions LLC, StreetLight Data Inc., Arity LLC, Flexe Inc.

North America was the largest region in the transportation analytics market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the transportation analytics market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the transportation analytics market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The transportation analytics market includes revenues earned by entities by providing transportation analytics services that are used to make commercial as well as personal transport easier. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Table of Contents

1. Executive Summary

2. Transportation Analytics Market Characteristics

3. Transportation Analytics Market Trends And Strategies

4. Transportation Analytics Market - Macro Economic Scenario

• 4.1. Impact Of High Inflation On The Market
• 4.2. Ukraine-Russia War Impact On The Market
• 4.3. COVID-19 Impact On The Market

5. Global Transportation Analytics Market Size and Growth

• 5.1. Global Transportation Analytics Market Drivers and Restraints
  • 5.1.1. Drivers Of The Market
  • 5.1.2. Restraints Of The Market
• 5.2. Global Transportation Analytics Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
• 5.3. Global Transportation Analytics Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Transportation Analytics Market Segmentation

• 6.1. Global Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Descriptive Analytics
• Predictive Analytics
• Prescriptive Analytics
• 6.2. Global Transportation Analytics Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Solutions
• Services
• 6.3. Global Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Railways
• Roadways
• Maritime
• Airways
• 6.4. Global Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Remote Sensing
• Transit Management
• Traffic Management
• Incident Management
• Logistics Management
• Other Applications

7. Transportation Analytics Market Regional And Country Analysis

• 7.1. Global Transportation Analytics Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 7.2. Global Transportation Analytics Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Transportation Analytics Market

• 8.1. Asia-Pacific Transportation Analytics Market Overview
• Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 8.3. Asia-Pacific Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 8.4. Asia-Pacific Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Transportation Analytics Market

• 9.1. China Transportation Analytics Market Overview
• 9.2. China Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
• 9.3. China Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
• 9.4. China Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Transportation Analytics Market

• 10.1. India Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 10.2. India Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 10.3. India Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Transportation Analytics Market

• 11.1. Japan Transportation Analytics Market Overview
• 11.2. Japan Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 11.3. Japan Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 11.4. Japan Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Transportation Analytics Market

• 12.1. Australia Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 12.2. Australia Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 12.3. Australia Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Transportation Analytics Market

• 13.1. Indonesia Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 13.2. Indonesia Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 13.3. Indonesia Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Transportation Analytics Market

• 14.1. South Korea Transportation Analytics Market Overview
• 14.2. South Korea Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 14.3. South Korea Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 14.4. South Korea Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Transportation Analytics Market

• 15.1. Western Europe Transportation Analytics Market Overview
• 15.2. Western Europe Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 15.3. Western Europe Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 15.4. Western Europe Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Transportation Analytics Market

• 16.1. UK Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 16.2. UK Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 16.3. UK Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Transportation Analytics Market

• 17.1. Germany Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 17.2. Germany Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 17.3. Germany Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Transportation Analytics Market

• 18.1. France Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 18.2. France Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 18.3. France Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Transportation Analytics Market

• 19.1. Italy Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 19.2. Italy Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 19.3. Italy Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Transportation Analytics Market

• 20.1. Spain Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 20.2. Spain Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 20.3. Spain Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Transportation Analytics Market

• 21.1. Eastern Europe Transportation Analytics Market Overview
• 21.2. Eastern Europe Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 21.3. Eastern Europe Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 21.4. Eastern Europe Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Transportation Analytics Market

• 22.1. Russia Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 22.2. Russia Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 22.3. Russia Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Transportation Analytics Market

• 23.1. North America Transportation Analytics Market Overview
• 23.2. North America Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 23.3. North America Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 23.4. North America Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Transportation Analytics Market

• 24.1. USA Transportation Analytics Market Overview
• 24.2. USA Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 24.3. USA Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 24.4. USA Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Transportation Analytics Market

• 25.1. Canada Transportation Analytics Market Overview
• 25.2. Canada Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 25.3. Canada Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 25.4. Canada Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Transportation Analytics Market

• 26.1. South America Transportation Analytics Market Overview
• 26.2. South America Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 26.3. South America Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 26.4. South America Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Transportation Analytics Market

• 27.1. Brazil Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 27.2. Brazil Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 27.3. Brazil Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Transportation Analytics Market

• 28.1. Middle East Transportation Analytics Market Overview
• 28.2. Middle East Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 28.3. Middle East Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 28.4. Middle East Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Transportation Analytics Market

• 29.1. Africa Transportation Analytics Market Overview
• 29.2. Africa Transportation Analytics Market, Segmentation By Analytics Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 29.3. Africa Transportation Analytics Market, Segmentation By Mode of Transportation, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 29.4. Africa Transportation Analytics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Transportation Analytics Market Competitive Landscape And Company Profiles

• 30.1. Transportation Analytics Market Competitive Landscape
• 30.2. Transportation Analytics Market Company Profiles
  • 30.2.1. International Business Machines Corporation
    • 30.2.1.1. Overview
    • 30.2.1.2. Products and Services
    • 30.2.1.3. Strategy
    • 30.2.1.4. Financial Performance
  • 30.2.2. OmniTracs LLC
    • 30.2.2.1. Overview
    • 30.2.2.2. Products and Services
    • 30.2.2.3. Strategy
    • 30.2.2.4. Financial Performance
  • 30.2.3. Cubic Corporation
    • 30.2.3.1. Overview
    • 30.2.3.2. Products and Services
    • 30.2.3.3. Strategy
    • 30.2.3.4. Financial Performance
  • 30.2.4. Alteryx Inc.
    • 30.2.4.1. Overview
    • 30.2.4.2. Products and Services
    • 30.2.4.3. Strategy
    • 30.2.4.4. Financial Performance
  • 30.2.5. Cellint Corporation
    • 30.2.5.1. Overview
    • 30.2.5.2. Products and Services
    • 30.2.5.3. Strategy
    • 30.2.5.4. Financial Performance

31. Global Transportation Analytics Market Competitive Benchmarking

32. Global Transportation Analytics Market Competitive Dashboard

33. Key Mergers And Acquisitions In The Transportation Analytics Market

34. Transportation Analytics Market Future Outlook and Potential Analysis

• 34.1 Transportation Analytics Market In 2028 - Countries Offering Most New Opportunities
• 34.2 Transportation Analytics Market In 2028 - Segments Offering Most New Opportunities
• 34.3 Transportation Analytics Market In 2028 - Growth Strategies
  • 34.3.1 Market Trend Based Strategies
  • 34.3.2 Competitor Strategies

35. Appendix

• 35.1. Abbreviations
• 35.2. Currencies
• 35.3. Historic And Forecast Inflation Rates
• 35.4. Research Inquiries
• 35.5. The Business Research Company
• 35.6. Copyright And Disclaimer