The Global Transportation Analytics Market Size accounted for USD 16.1 Billion in 2023 and is estimated to achieve a market size of USD 83.6 Billion by 2032 growing at a CAGR of 20.3% from 2024 to 2032.
Transportation Analytics Market Highlights
- Global transportation analytics market revenue is poised to garner USD 83.6 billion by 2032 with a CAGR of 20.3% from 2024 to 2032
- North America transportation analytics market value occupied around USD 6.4 billion in 2023
- Asia-Pacific transportation analytics market growth will record a CAGR of more than 22% from 2024 to 2032
- Among type, the descriptive analytics sub-segment generated USD 7.9 billion revenue in 2023
- Based on application, the traffic management sub-segment generated 38% transportation analytics market share in 2023
- Increasing demand for multimodal transportation optimization is a popular transportation analytics market trend that fuels the industry demand
Transportation analytics is the use of statistical and computer techniques to examine massive amounts of transportation data. GPS gadgets, traffic sensors, public transportation systems, and even social media can all contribute data to this collection. By processing and evaluating this data, transportation analysts can gain significant insights on travel patterns, traffic congestion, public transit use, and overall system performance.
Transportation analytics has several applications. For example, it can assist in optimizing traffic flow by identifying congestion hotspots and offering alternate routes. It can be used in public transportation to estimate passenger demand, optimize routes, and boost service reliability. Furthermore, transportation analytics can contribute to the development of smart cities by enabling for more efficient urban planning and the integration of various forms of transportation.
Global Transportation Analytics Market Dynamics
Market Drivers
- Growing urbanization and smart city projects
- Increasing need for real-time traffic data analysis
- Growth in the use of big data and IoT in transportation
- Government rules promote efficient transportation systems
Market Restraints
- Advanced analytics systems require a significant initial investment
- Data privacy and security issues
- The integration of historical systems with new analytics platforms is complex
Market Opportunities
- The development of autonomous and networked vehicle technologies
- Growing need for sustainable and environmentally friendly transportation options
- Advances in AI and machine learning for predictive analytics
Transportation Analytics Market Report Coverage
| Market |
Transportation Analytics Market
|
| Transportation Analytics Market Size 2022 |
USD 16.1 Billion |
| Transportation Analytics Market Forecast 2032 |
USD 83.6 Billion |
| Transportation Analytics Market CAGR During 2023 - 2032 |
20.3% |
| Transportation Analytics Market Analysis Period |
2020 - 2032 |
Transportation Analytics Market Base Year
|
2022 |
| Transportation Analytics Market Forecast Data |
2023 - 2032 |
| Segments Covered |
By Component, By Type, By Deployment, By Mode, By Application, And By Geography
|
| Regional Scope |
North America, Europe, Asia Pacific, Latin America, and Middle East & Africa |
| Key Companies Profiled |
Sisense Ltd., Oracle, Cubic Corporation, INRIX, Cellint, Alteryx, Hitachi, Ltd., SmartDrive Systems, Inc., Omnitracs, and IBM Corporation.
|
Report Coverage
|
Market Trends, Drivers, Restraints, Competitive Analysis, Player Profiling, Covid-19 Analysis, Regulation Analysis |
Transportation Analytics Market Insights
Transport data analytics allow predictive analyzes to be automated to develop future trends, to identify business needs and to develop longer-term revenue optimization strategies. The need for built transport infrastructures and the increasing growth in global population have a positive impact on the need for global transport research. Key players on the market in transport research are pursuing various growth strategies for growing their market share, such as enhances of the goods, releases, combine and acquisitions.
Increasing demand for transport analytics and the use of advanced and connected technologies with options, such as traffic sensors, electronic access, mobility management, transportation system monitoring display systems. Analytics provides visibility to relevant information, contributing to better organizational management. In addition, growing metropolitan growth, rising migration trends, public policies for the construction of smart cities and improved travel convenience are considered to be core drivers for the transport analytics industry in the coming years. The necessity to meet the strict regulatory transport policies of different countries is one of the limiting factors for the growth of the transport analytics market.
COVID-19 Impact
In this tough time, smart mobility after Covid-19 is a key concern. Transport is among the world's most affected sectors, and its business models and models will certainly need to change. The transportation companies and the government face several problems and explore in order to gain customer confidence and safeguard safety. Most people who traveled through the areas are now at home. This has reduced transport vehicle movement throughout the world. All modes of transport, such as trains , buses, flights and cars, are retained except in the event of a reduced pandemic. However, what is most important is the effect on the transport industry, after corona, in transport. The mobility market will have to adapt its operating strategies and policies accordingly because there will continue to be social isolation and the possibility of being compromised.
Transportation Analytics Market Segmentation
The worldwide market for transportation analytics is split based on component, type, deployment, mode, applications, and geography.
Transportation Analytics Components
According to the transportation analytics industry analysis, the market is segmented into solutions and services. The solutions category now leads the market. These solutions are software platforms and tools for processing and analyzing large transportation datasets. They provide insight into traffic patterns, passenger behavior, and fleet management. Organizations can use sophisticated analytics to optimize operations, cut costs, and improve customer experiences. The increased complexity of transportation networks, as well as the volume of data, drive the demand for sophisticated analytics solutions.
Transportation Analytics Types
- Descriptive Analytics
- Predictive Analytics
- Prescriptive Analytics
The transportation analytics market is classified into three types: descriptive, predictive, and prescriptive analytics. Descriptive analytics now holds the biggest market share. This type focuses on evaluating previous transportation data to get insight into past trends, patterns, and performance indicators. It comprises summarizing and visualizing data to provide relevant information about what happened. Descriptive analytics is essential for firms who want to set benchmarks, spot abnormalities, and get a complete picture of their transportation operations. While predictive and prescriptive analytics are gaining popularity, descriptive analytics remains the primary tool for deriving valuable insights from transportation data.
Transportation Analytics Deployments
The cloud deployment category is the most popular in the transportation analytics market forecast period because to its flexibility, scalability, and cost-effectiveness. Cloud-based solutions allow enterprises to access real-time data and analytics from any location, resulting in greater decision-making and operational efficiency. This deployment paradigm avoids the need for significant initial hardware and maintenance costs, making it appealing to both major organizations and small businesses. Its ability to work smoothly with other cloud services and technologies contributes to its appeal. Furthermore, as transportation systems get more complex, the cloud's ability to manage massive amounts of data and deliver constant updates ensures that it remains the ideal option for firms seeking to stay competitive in a rapidly evolving market.
Transportation Analytics Modes
- Railways
- Performance Management
- Rail Traffic Management
- Others (Planning & Maintenance and Customer Satisfaction)
- Roadways
- Road Safety Management
- Road Traffic Management
- Others (Planning & Maintenance and Customer Satisfaction)
- Airways
- Air Traffic Management
- Route Optimization
- Others (Planning & Maintenance and Customer Satisfaction)
- Waterways
- Ship Monitoring
- Route Optimization
- Others (Planning & Maintenance and Customer Satisfaction)
The roadways section is projected to emerge as the most important. This expansion is being driven by an increase in demand for efficient road traffic management and a growing global vehicle population. Roadways are the most popular means of transportation for both passengers and products, therefore optimizing traffic flow, reducing congestion, and improving safety is critical. Advanced analytics systems offer real-time monitoring, predictive maintenance, and route optimization, which are critical for managing urban transportation networks. Furthermore, the growing trend of smart cities and the integration of connected vehicles are driving up the usage of transportation analytics in roadways, making this segment a priority for future investments and technical developments.
Transportation Analytics Applications
- Traffic Management
- Logistics Management
- Planning & Maintenance
- Others
The traffic management category is rising as the largest throughout the transportation analytics industry forecast period, owing to the growing demand for effective traffic flow and congestion management in cities. Cities have considerable hurdles in ensuring smooth traffic flow as vehicle ownership and urbanization increase. This segment's transportation analytics solutions offer real-time monitoring, predictive analysis, and data-driven decision-making to improve traffic signals, incident management, and congestion reduction. The integration of IoT devices, GPS, and other sensors enhances the ability to gather and analyze traffic data, resulting in more effective traffic management strategies. Furthermore, the push for smart city projects and sustainable urban planning has accelerated the adoption of traffic management analytics, making it a significant area of study.
Transportation Analytics Market Regional Outlook
North America
Europe
- U.K.
- Germany
- France
- Spain
- Rest of Europe
Asia-Pacific
- India
- Japan
- China
- Australia
- South Korea
- Rest of Asia-Pacific
Latin America
- Brazil
- Mexico
- Rest of Latin America
The Middle East & Africa
- South Africa
- GCC Countries
- Rest of the Middle East & Africa (ME&A)
Transportation Analytics Market Regional Analysis
In terms of transportation analytics market analysis, the industry shows considerable geographical variances in terms of size and growth rate. North America now leads the market. The region has a well-developed transportation infrastructure, rapid adoption of sophisticated technologies, and a strong emphasis on data-driven decision-making. The presence of big market players, together with significant investments in R&D, has propelled North America to the forefront of transport analytics.
In contrast, Asia-Pacific is emerging as the most rapidly rising region. The region's rapidly urbanizing cities, combined with rising traffic congestion and pollution, have created an enormous demand for efficient transportation options. Governments and businesses are investing heavily in transportation infrastructure and smart city initiatives, raising demand for advanced analytics solutions. Furthermore, the region's large population and growing middle class present enormous potential opportunities for the transportation analytics market. While North America retains its dominant position, Asia-Pacific's rapid growth is altering the worldwide landscape of transportation analytics.
Transportation Analytics Market Players
Some of the top transportation analytics companies offered in our report includes Sisense Ltd., Oracle, Cubic Corporation, INRIX, Cellint, Alteryx, Hitachi, Ltd., SmartDrive Systems, Inc., Omnitracs, and IBM Corporation.
CHAPTER 1. Industry Overview of Transportation Analytics Market
1.1. Definition and Scope
1.1.1. Definition of Transportation Analytics
1.1.2. Market Segmentation
1.1.3. Years Considered for the Study
1.1.4. Assumptions and Acronyms Used
1.1.4.1. Market Assumptions and Market Forecast
1.1.4.2. Acronyms Used in Global Transportation Analytics Market
1.2. Summary
1.2.1. Executive Summary
1.2.2. Transportation Analytics Market By Component
1.2.3. Transportation Analytics Market By Type
1.2.4. Transportation Analytics Market By Deployment
1.2.5. Transportation Analytics Market By Mode
1.2.6. Transportation Analytics Market By Application
1.2.7. Transportation Analytics Market By Region
CHAPTER 2. Research Approach
2.1. Methodology
2.1.1. Research Programs
2.1.2. Market Size Estimation
2.1.3. Market Breakdown and Data Triangulation
2.2. Data Source
2.2.1. Secondary Sources
2.2.2. Primary Sources
CHAPTER 3. Market Dynamics And Competition Analysis
3.1. Market Drivers
3.1.1. Driver 1
3.1.2. Driver 2
3.2. Restraints and Challenges
3.2.1. Restraint 1
3.2.2. Restraint 2
3.3. Growth Opportunities
3.3.1. Opportunity 1
3.3.2. Opportunity 2
3.4. Porter’s Five Forces Analysis
3.4.1. Bargaining Power of Suppliers
3.4.2. Bargaining Power of Buyers
3.4.3. Threat of Substitute
3.4.4. Threat of New Entrants
3.4.5. Degree of Competition
3.5. Market Concentration Ratio and Market Maturity Analysis of Transportation Analytics Market
3.5.1. Go To Market Strategy
3.5.1.1. Introduction
3.5.1.2. Growth
3.5.1.3. Maturity
3.5.1.4. Saturation
3.5.1.5. Possible Development
3.6. Technological Roadmap for Transportation Analytics Market
3.7. Value Chain Analysis
3.7.1. List of Key Manufacturers
3.7.2. List of Customers
3.7.3. Level of Integration
3.8. Cost Structure Analysis
3.8.1. Price Trend of Key Raw Materials
3.8.2. Raw Material Suppliers
3.8.3. Proportion of Manufacturing Cost Structure
3.8.3.1. Raw Material
3.8.3.2. Labor Cost
3.8.3.3. Manufacturing Expense
3.9. Regulatory Compliance
3.10. Competitive Landscape, 2023
3.10.1. Player Positioning Analysis
3.10.2. Key Strategies Adopted By Leading Players
CHAPTER 4. Manufacturing Plant Analysis
4.1. Manufacturing Plant Location and Establish Date of Major Manufacturers in 2023
4.2. R&D Status of Major Manufacturers in 2023
CHAPTER 5. Transportation Analytics Market By Component
5.1. Introduction
5.2. Transportation Analytics Revenue By Component
5.2.1. Transportation Analytics Revenue (USD Million) and Forecast, By Component, 2020-2032
5.2.2. Services
5.2.2.1. Services Market Revenue (USD Million) and Growth Rate (%), 2020-2032
5.2.3. Solution
5.2.3.1. Solution Market Revenue (USD Million) and Growth Rate (%), 2020-2032
CHAPTER 6. Transportation Analytics Market By Type
6.1. Introduction
6.2. Transportation Analytics Revenue By Type
6.2.1. Transportation Analytics Revenue (USD Million) and Forecast, By Type, 2020-2032
6.2.2. Descriptive Analytics
6.2.2.1. Descriptive Analytics Market Revenue (USD Million) and Growth Rate (%), 2020-2032
6.2.3. Predictive Analytics
6.2.3.1. Predictive Analytics Market Revenue (USD Million) and Growth Rate (%), 2020-2032
6.2.4. Prescriptive Analytics
6.2.4.1. Prescriptive Analytics Market Revenue (USD Million) and Growth Rate (%), 2020-2032
CHAPTER 7. Transportation Analytics Market By Deployment
7.1. Introduction
7.2. Transportation Analytics Revenue By Deployment
7.2.1. Transportation Analytics Revenue (USD Million) and Forecast, By Deployment, 2020-2032
7.2.2. Cloud
7.2.2.1. Cloud Market Revenue (USD Million) and Growth Rate (%), 2020-2032
7.2.3. On-Premise
7.2.3.1. On-Premise Market Revenue (USD Million) and Growth Rate (%), 2020-2032
7.2.4. Hybrid
7.2.4.1. Hybrid Market Revenue (USD Million) and Growth Rate (%), 2020-2032
CHAPTER 8. Transportation Analytics Market By Mode
8.1. Introduction
8.2. Transportation Analytics Revenue By Mode
8.2.1. Transportation Analytics Revenue (USD Million) and Forecast, By Mode, 2020-2032
8.2.2. Railways
8.2.2.1. Railways Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.2.2. Performance Management
8.2.2.2.1. Performance Management Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.2.3. Rail Traffic Management
8.2.2.3.1. Rail Traffic Management Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.2.4. Others (Planning & Maintenance and Customer Satisfaction)
8.2.2.4.1. Others (Planning & Maintenance and Customer Satisfaction) Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.3. Roadways
8.2.3.1. Roadways Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.3.2. Road Safety Management
8.2.3.2.1. Road Safety Management Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.3.3. Road Traffic Management
8.2.3.3.1. Road Traffic Management Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.3.4. Others (Planning & Maintenance and Customer Satisfaction)
8.2.3.4.1. Others (Planning & Maintenance and Customer Satisfaction) Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.4. Airways
8.2.4.1. Airways Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.4.2. Air Traffic Management
8.2.4.2.1. Air Traffic Management Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.4.3. Route Optimization
8.2.4.3.1. Route Optimization Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.4.4. Others (Planning & Maintenance and Customer Satisfaction)
8.2.4.4.1. Others (Planning & Maintenance and Customer Satisfaction) Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.5. Waterways
8.2.5.1. Waterways Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.5.2. Ship Monitoring
8.2.5.2.1. Ship Monitoring Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.5.3. Route Optimization
8.2.5.3.1. Route Optimization Market Revenue (USD Million) and Growth Rate (%), 2020-2032
8.2.5.4. Others (Planning & Maintenance and Customer Satisfaction)
8.2.5.4.1. Others (Planning & Maintenance and Customer Satisfaction) Market Revenue (USD Million) and Growth Rate (%), 2020-2032
CHAPTER 9. Transportation Analytics Market By Application
9.1. Introduction
9.2. Transportation Analytics Revenue By Application
9.2.1. Transportation Analytics Revenue (USD Million) and Forecast, By Application, 2020-2032
9.2.2. Traffic Management
9.2.2.1. Traffic Management Market Revenue (USD Million) and Growth Rate (%), 2020-2032
9.2.3. Logistics Management
9.2.3.1. Logistics Management Market Revenue (USD Million) and Growth Rate (%), 2020-2032
9.2.4. Planning & Maintenance
9.2.4.1. Planning & Maintenance Market Revenue (USD Million) and Growth Rate (%), 2020-2032
9.2.5. Others
9.2.5.1. Others Market Revenue (USD Million) and Growth Rate (%), 2020-2032
CHAPTER 10. North America Transportation Analytics Market By Country
10.1. North America Transportation Analytics Market Overview
10.2. U.S.
10.2.1. U.S. Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
10.2.2. U.S. Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
10.2.3. U.S. Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
10.2.4. U.S. Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
10.2.5. U.S. Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
10.3. Canada
10.3.1. Canada Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
10.3.2. Canada Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
10.3.3. Canada Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
10.3.4. Canada Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
10.3.5. Canada Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
10.4. North America PEST Analysis
CHAPTER 11. Europe Transportation Analytics Market By Country
11.1. Europe Transportation Analytics Market Overview
11.2. U.K.
11.2.1. U.K. Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
11.2.2. U.K. Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
11.2.3. U.K. Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
11.2.4. U.K. Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
11.2.5. U.K. Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
11.3. Germany
11.3.1. Germany Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
11.3.2. Germany Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
11.3.3. Germany Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
11.3.4. Germany Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
11.3.5. Germany Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
11.4. France
11.4.1. France Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
11.4.2. France Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
11.4.3. France Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
11.4.4. France Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
11.4.5. France Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
11.5. Spain
11.5.1. Spain Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
11.5.2. Spain Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
11.5.3. Spain Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
11.5.4. Spain Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
11.5.5. Spain Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
11.6. Rest of Europe
11.6.1. Rest of Europe Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
11.6.2. Rest of Europe Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
11.6.3. Rest of Europe Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
11.6.4. Rest of Europe Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
11.6.5. Rest of Europe Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
11.7. Europe PEST Analysis
CHAPTER 12. Asia Pacific Transportation Analytics Market By Country
12.1. Asia Pacific Transportation Analytics Market Overview
12.2. China
12.2.1. China Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
12.2.2. China Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
12.2.3. China Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
12.2.4. China Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
12.2.5. China Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
12.3. Japan
12.3.1. Japan Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
12.3.2. Japan Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
12.3.3. Japan Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
12.3.4. Japan Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
12.3.5. Japan Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
12.4. India
12.4.1. India Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
12.4.2. India Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
12.4.3. India Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
12.4.4. India Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
12.4.5. India Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
12.5. Australia
12.5.1. Australia Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
12.5.2. Australia Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
12.5.3. Australia Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
12.5.4. Australia Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
12.5.5. Australia Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
12.6. South Korea
12.6.1. South Korea Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
12.6.2. South Korea Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
12.6.3. South Korea Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
12.6.4. South Korea Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
12.6.5. South Korea Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
12.7. Rest of Asia-Pacific
12.7.1. Rest of Asia-Pacific Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
12.7.2. Rest of Asia-Pacific Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
12.7.3. Rest of Asia-Pacific Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
12.7.4. Rest of Asia-Pacific Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
12.7.5. Rest of Asia-Pacific Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
12.8. Asia Pacific PEST Analysis
CHAPTER 13. Latin America Transportation Analytics Market By Country
13.1. Latin America Transportation Analytics Market Overview
13.2. Brazil
13.2.1. Brazil Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
13.2.2. Brazil Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
13.2.3. Brazil Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
13.2.4. Brazil Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
13.2.5. Brazil Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
13.3. Mexico
13.3.1. Mexico Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
13.3.2. Mexico Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
13.3.3. Mexico Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
13.3.4. Mexico Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
13.3.5. Mexico Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
13.4. Rest of Latin America
13.4.1. Rest of Latin America Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
13.4.2. Rest of Latin America Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
13.4.3. Rest of Latin America Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
13.4.4. Rest of Latin America Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
13.4.5. Rest of Latin America Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
13.5. Latin America PEST Analysis
CHAPTER 14. Middle East & Africa Transportation Analytics Market By Country
14.1. Middle East & Africa Transportation Analytics Market Overview
14.2. GCC
14.2.1. GCC Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
14.2.2. GCC Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
14.2.3. GCC Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
14.2.4. GCC Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
14.2.5. GCC Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
14.3. South Africa
14.3.1. South Africa Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
14.3.2. South Africa Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
14.3.3. South Africa Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
14.3.4. South Africa Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
14.3.5. South Africa Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
14.4. Rest of Middle East & Africa
14.4.1. Rest of Middle East & Africa Transportation Analytics Revenue (USD Million) and Forecast By Type, 2020-2032
14.4.2. Rest of Middle East & Africa Transportation Analytics Revenue (USD Million) and Forecast By Component, 2020-2032
14.4.3. Rest of Middle East & Africa Transportation Analytics Revenue (USD Million) and Forecast By Deployment, 2020-2032
14.4.4. Rest of Middle East & Africa Transportation Analytics Revenue (USD Million) and Forecast By Mode, 2020-2032
14.4.5. Rest of Middle East & Africa Transportation Analytics Revenue (USD Million) and Forecast By Application, 2020-2032
14.5. Middle East & Africa PEST Analysis
CHAPTER 15. Player Analysis Of Transportation Analytics Market
15.1. Transportation Analytics Market Company Share Analysis
15.2. Competition Matrix
15.2.1. Competitive Benchmarking of key players by price, presence, market share, and R&D investment
15.2.2. New Product Launches and Product Enhancements
15.2.3. Mergers And Acquisition In Global Transportation Analytics Market
15.2.4. Partnership, Joint Ventures and Strategic Alliances/ Sales Agreements
CHAPTER 16. Company Profile
16.1. Sisense Ltd.
16.1.1. Company Snapshot
16.1.2. Business Overview
16.1.3. Financial Overview
16.1.3.1. Revenue (USD Million), 2023
16.1.3.2. Sisense Ltd. 2023 Transportation Analytics Business Regional Distribution
16.1.4. Product /Service and Specification
16.1.5. Recent Developments & Business Strategy
16.2. Oracle
16.3. Cubic Corporation
16.4. INRIX
16.5. Cellint
16.6. Alteryx
16.7. Hitachi, Ltd.
16.8. SmartDrive Systems, Inc.
16.9. Omnitracs
16.10. IBM Corporation
