Transportation Analytics Market By Component (Solution, Services), By Deployment Mode (On-Premise, Cloud, Hybrid), By Type (Predictive, Descriptive, Prescriptive), By Application (Traffic and Incident Management, Transit Planning and Maintenance, Logistics Management, Others), By Mode of Transport (Roadways, Railways, Airways, Waterways): Global Opportunity Analysis and Industry Forecast, 2021-2031
Transportation analytics in a supply chain refers to the movement of products from one point to another. It starts at the beginning of the supply chain when supplies arrive at the warehouse and goes to the end-user when the customer’s order is delivered right to their door. Because of its importance, warehouse managers should investigate transportation in their supply chains. Few activities in the supply chain have as much of an impact on business as transportation selection. Delivery techniques ensure that deliveries to and from the business go smoothly and reach their destinations on time. As transportation is crucial to the company’s performance, it is critical to incorporate it into the supply chain management strategy. Transportation is regarded as one of the essential components of supply chain management due of its importance.
Furthermore, transportation analytics rapidly power mobility information and insights, altering transportation planning by making vital data collection and understanding more accessible, faster, cheaper, and safer. Cities, transit agencies, transportation departments, and other entities increasingly turn to transportation analytics to solve challenges, prioritize investments, and gain stakeholder support, thus providing lucrative opportunities for the market growth in the upcoming years. Furthermore, private and public sectors are adopting transportation analytics due to growing demand for digitization. This factor creates lucrative growth opportunities in the market. Factors, such as surge in adoption of predictive analytics in transportation industry, drive the growth of the market. In addition, increase in adoption of transportation analytics for ensuring better control of ground-level activities strengthens the growth of the market for future.
Moreover, rise in usage of fleet management technologies to improve transportation efficiency further propels the growth of the transportation analytics market. Furthermore, growth in adoption of advanced technologies such as artificial intelligence (AI) and machine learning (ML) and other technology are expected to provide lucrative growth opportunities for the market in the upcoming years. However, security & privacy concerns and high cost of innovation and budget constraints hamper the growth of the market.
The transportation analytics market is segmented on the basis of component, deployment mode, type, application, mode of transport, and region. As per component, it is bifurcated into solutions and services. According to deployment mode, it is divided into on-premise, hybrid, and cloud. On the basis of type, it is categorized into predictive, descriptive, and prescriptive. Depending on application, the market is segmented into traffic & incident management, transit planning & maintenance, logistics management, and others. By mode of transport, the market is categorized into roadways, railways, airways, and waterways. Region wise, it is analyzed across North America, Europe, Asia-Pacific and LAMEA.
The market players operating in the transportation analytics market include Alteryx, Inc., Cellint, Cubic Corporation, IBM Corporation, Indra Sistemas, S.A., INRIX, Kapsch TrafficCom AG, Siemens AG, Trimble Inc., and TomTom International BV. These major players have adopted various key development strategies such as business expansion, new product launches, and partnerships, which help to drive the growth of the transportation analytics market globally.
KEY BENEFITS FOR STAKEHOLDERS
The study provides an in-depth analysis of the global marketing attribution software market forecast along with the current and future trends to explain the imminent investment pockets.
Information about key drivers, restraints, and opportunities and their impact analysis on global marketing attribution software market trends is provided in the report.
The Porter’s five forces analysis illustrates the potency of the buyers and suppliers operating in the industry.
The quantitative analysis of the global marketing attribution software market from 2022 to 2031 is provided to determine the market potential.
Key Market Segments
By Type
Predictive
Descriptive
Prescriptive
By Application
Traffic and Incident Management
Transit Planning and Maintenance
Logistics Management
Others
By Mode of Transport
Roadways
Railways
Airways
Waterways
By Component
Solution
Services
By Deployment Mode
On-Premise
Cloud
Hybrid
By Region
North America
U.S.
Canada
Europe
UK
Germany
France
Italy
Spain
Rest of Europe
Asia-Pacific
China
Japan
India
Australia
South Korea
Rest of Asia-Pacific
LAMEA
Latin America
Middle East
Africa
Key Market Players
IBM Corporation
INRIX
Indra Sistemas, S.A.
Cubic Corporation
TomTom International BV
Alteryx, Inc.
Siemens AG
Cellint
Trimble Inc.
Kapsch TrafficCom AG
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- CHAPTER 1:INTRODUCTION
- 1.1.Report description
- 1.2.Key market segments
- 1.3.Key benefits to the stakeholders
- 1.4.Research Methodology
- 1.4.1.Secondary research
- 1.4.2.Primary research
- 1.4.3.Analyst tools and models
- CHAPTER 2:EXECUTIVE SUMMARY
- 2.1.Key findings of the study
- 2.2.CXO Perspective
- CHAPTER 3:MARKET OVERVIEW
- 3.1.Market definition and scope
- 3.2.Key findings
- 3.2.1.Top investment pockets
- 3.3.Porter’s five forces analysis
- 3.4.Market dynamics
- 3.4.1.Drivers
- 3.4.1.1. Surge in adoption of digital twins’ technology.
- 3.4.1.2. Growing adoption of advanced technologies such as AI, ML, Internet of Things (IoT), Big Data, and Blockchain.
- 3.4.1.3. Advent of autonomous vehicles and drones.
- 3.4.2.Restraints
- 3.4.2.1. Security & privacy concerns.
- 3.4.2.2. High cost of innovation and budget constraints.
- 3.4.3.Opportunities
- 3.4.3.1. Increasing penetration of M2M communication to improve business insights in maritime industries.
- 3.4.3.2. Increase in usage of cloud-based platforms.
- 3.5.COVID-19 Impact Analysis on the market
- CHAPTER 4: TRANSPORTATION ANALYTICS MARKET, BY COMPONENT
- 4.1 Overview
- 4.1.1 Market size and forecast
- 4.2. Solution
- 4.2.1 Key market trends, growth factors and opportunities
- 4.2.2 Market size and forecast, by region
- 4.2.3 Market share analysis by country
- 4.3. Services
- 4.3.1 Key market trends, growth factors and opportunities
- 4.3.2 Market size and forecast, by region
- 4.3.3 Market share analysis by country
- CHAPTER 5: TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE
- 5.1 Overview
- 5.1.1 Market size and forecast
- 5.2. On-Premise
- 5.2.1 Key market trends, growth factors and opportunities
- 5.2.2 Market size and forecast, by region
- 5.2.3 Market share analysis by country
- 5.3. Cloud
- 5.3.1 Key market trends, growth factors and opportunities
- 5.3.2 Market size and forecast, by region
- 5.3.3 Market share analysis by country
- 5.4. Hybrid
- 5.4.1 Key market trends, growth factors and opportunities
- 5.4.2 Market size and forecast, by region
- 5.4.3 Market share analysis by country
- CHAPTER 6: TRANSPORTATION ANALYTICS MARKET, BY TYPE
- 6.1 Overview
- 6.1.1 Market size and forecast
- 6.2. Predictive
- 6.2.1 Key market trends, growth factors and opportunities
- 6.2.2 Market size and forecast, by region
- 6.2.3 Market share analysis by country
- 6.3. Descriptive
- 6.3.1 Key market trends, growth factors and opportunities
- 6.3.2 Market size and forecast, by region
- 6.3.3 Market share analysis by country
- 6.4. Prescriptive
- 6.4.1 Key market trends, growth factors and opportunities
- 6.4.2 Market size and forecast, by region
- 6.4.3 Market share analysis by country
- CHAPTER 7: TRANSPORTATION ANALYTICS MARKET, BY APPLICATION
- 7.1 Overview
- 7.1.1 Market size and forecast
- 7.2. Traffic and Incident Management
- 7.2.1 Key market trends, growth factors and opportunities
- 7.2.2 Market size and forecast, by region
- 7.2.3 Market share analysis by country
- 7.3. Transit Planning and Maintenance
- 7.3.1 Key market trends, growth factors and opportunities
- 7.3.2 Market size and forecast, by region
- 7.3.3 Market share analysis by country
- 7.4. Logistics Management
- 7.4.1 Key market trends, growth factors and opportunities
- 7.4.2 Market size and forecast, by region
- 7.4.3 Market share analysis by country
- 7.5. Others
- 7.5.1 Key market trends, growth factors and opportunities
- 7.5.2 Market size and forecast, by region
- 7.5.3 Market share analysis by country
- CHAPTER 8: TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT
- 8.1 Overview
- 8.1.1 Market size and forecast
- 8.2. Roadways
- 8.2.1 Key market trends, growth factors and opportunities
- 8.2.2 Market size and forecast, by region
- 8.2.3 Market share analysis by country
- 8.3. Railways
- 8.3.1 Key market trends, growth factors and opportunities
- 8.3.2 Market size and forecast, by region
- 8.3.3 Market share analysis by country
- 8.4. Airways
- 8.4.1 Key market trends, growth factors and opportunities
- 8.4.2 Market size and forecast, by region
- 8.4.3 Market share analysis by country
- 8.5. Waterways
- 8.5.1 Key market trends, growth factors and opportunities
- 8.5.2 Market size and forecast, by region
- 8.5.3 Market share analysis by country
- CHAPTER 9: TRANSPORTATION ANALYTICS MARKET, BY REGION
- 9.1 Overview
- 9.1.1 Market size and forecast
- 9.2 North America
- 9.2.1 Key trends and opportunities
- 9.2.2 North America Market size and forecast, by Component
- 9.2.3 North America Market size and forecast, by Deployment Mode
- 9.2.4 North America Market size and forecast, by Type
- 9.2.5 North America Market size and forecast, by Application
- 9.2.6 North America Market size and forecast, by Mode of Transport
- 9.2.7 North America Market size and forecast, by country
- 9.2.7.1 U.S.
- 9.2.7.1.1 Key market trends, growth factors and opportunities
- 9.2.7.1.2 Market size and forecast, by Component
- 9.2.7.1.3 Market size and forecast, by Deployment Mode
- 9.2.7.1.4 Market size and forecast, by Type
- 9.2.7.1.5 Market size and forecast, by Application
- 9.2.7.1.6 Market size and forecast, by Mode of Transport
- 9.2.7.2 Canada
- 9.2.7.2.1 Key market trends, growth factors and opportunities
- 9.2.7.2.2 Market size and forecast, by Component
- 9.2.7.2.3 Market size and forecast, by Deployment Mode
- 9.2.7.2.4 Market size and forecast, by Type
- 9.2.7.2.5 Market size and forecast, by Application
- 9.2.7.2.6 Market size and forecast, by Mode of Transport
- 9.3 Europe
- 9.3.1 Key trends and opportunities
- 9.3.2 Europe Market size and forecast, by Component
- 9.3.3 Europe Market size and forecast, by Deployment Mode
- 9.3.4 Europe Market size and forecast, by Type
- 9.3.5 Europe Market size and forecast, by Application
- 9.3.6 Europe Market size and forecast, by Mode of Transport
- 9.3.7 Europe Market size and forecast, by country
- 9.3.7.1 UK
- 9.3.7.1.1 Key market trends, growth factors and opportunities
- 9.3.7.1.2 Market size and forecast, by Component
- 9.3.7.1.3 Market size and forecast, by Deployment Mode
- 9.3.7.1.4 Market size and forecast, by Type
- 9.3.7.1.5 Market size and forecast, by Application
- 9.3.7.1.6 Market size and forecast, by Mode of Transport
- 9.3.7.2 Germany
- 9.3.7.2.1 Key market trends, growth factors and opportunities
- 9.3.7.2.2 Market size and forecast, by Component
- 9.3.7.2.3 Market size and forecast, by Deployment Mode
- 9.3.7.2.4 Market size and forecast, by Type
- 9.3.7.2.5 Market size and forecast, by Application
- 9.3.7.2.6 Market size and forecast, by Mode of Transport
- 9.3.7.3 France
- 9.3.7.3.1 Key market trends, growth factors and opportunities
- 9.3.7.3.2 Market size and forecast, by Component
- 9.3.7.3.3 Market size and forecast, by Deployment Mode
- 9.3.7.3.4 Market size and forecast, by Type
- 9.3.7.3.5 Market size and forecast, by Application
- 9.3.7.3.6 Market size and forecast, by Mode of Transport
- 9.3.7.4 Italy
- 9.3.7.4.1 Key market trends, growth factors and opportunities
- 9.3.7.4.2 Market size and forecast, by Component
- 9.3.7.4.3 Market size and forecast, by Deployment Mode
- 9.3.7.4.4 Market size and forecast, by Type
- 9.3.7.4.5 Market size and forecast, by Application
- 9.3.7.4.6 Market size and forecast, by Mode of Transport
- 9.3.7.5 Spain
- 9.3.7.5.1 Key market trends, growth factors and opportunities
- 9.3.7.5.2 Market size and forecast, by Component
- 9.3.7.5.3 Market size and forecast, by Deployment Mode
- 9.3.7.5.4 Market size and forecast, by Type
- 9.3.7.5.5 Market size and forecast, by Application
- 9.3.7.5.6 Market size and forecast, by Mode of Transport
- 9.3.7.6 Rest of Europe
- 9.3.7.6.1 Key market trends, growth factors and opportunities
- 9.3.7.6.2 Market size and forecast, by Component
- 9.3.7.6.3 Market size and forecast, by Deployment Mode
- 9.3.7.6.4 Market size and forecast, by Type
- 9.3.7.6.5 Market size and forecast, by Application
- 9.3.7.6.6 Market size and forecast, by Mode of Transport
- 9.4 Asia-Pacific
- 9.4.1 Key trends and opportunities
- 9.4.2 Asia-Pacific Market size and forecast, by Component
- 9.4.3 Asia-Pacific Market size and forecast, by Deployment Mode
- 9.4.4 Asia-Pacific Market size and forecast, by Type
- 9.4.5 Asia-Pacific Market size and forecast, by Application
- 9.4.6 Asia-Pacific Market size and forecast, by Mode of Transport
- 9.4.7 Asia-Pacific Market size and forecast, by country
- 9.4.7.1 China
- 9.4.7.1.1 Key market trends, growth factors and opportunities
- 9.4.7.1.2 Market size and forecast, by Component
- 9.4.7.1.3 Market size and forecast, by Deployment Mode
- 9.4.7.1.4 Market size and forecast, by Type
- 9.4.7.1.5 Market size and forecast, by Application
- 9.4.7.1.6 Market size and forecast, by Mode of Transport
- 9.4.7.2 Japan
- 9.4.7.2.1 Key market trends, growth factors and opportunities
- 9.4.7.2.2 Market size and forecast, by Component
- 9.4.7.2.3 Market size and forecast, by Deployment Mode
- 9.4.7.2.4 Market size and forecast, by Type
- 9.4.7.2.5 Market size and forecast, by Application
- 9.4.7.2.6 Market size and forecast, by Mode of Transport
- 9.4.7.3 India
- 9.4.7.3.1 Key market trends, growth factors and opportunities
- 9.4.7.3.2 Market size and forecast, by Component
- 9.4.7.3.3 Market size and forecast, by Deployment Mode
- 9.4.7.3.4 Market size and forecast, by Type
- 9.4.7.3.5 Market size and forecast, by Application
- 9.4.7.3.6 Market size and forecast, by Mode of Transport
- 9.4.7.4 Australia
- 9.4.7.4.1 Key market trends, growth factors and opportunities
- 9.4.7.4.2 Market size and forecast, by Component
- 9.4.7.4.3 Market size and forecast, by Deployment Mode
- 9.4.7.4.4 Market size and forecast, by Type
- 9.4.7.4.5 Market size and forecast, by Application
- 9.4.7.4.6 Market size and forecast, by Mode of Transport
- 9.4.7.5 South Korea
- 9.4.7.5.1 Key market trends, growth factors and opportunities
- 9.4.7.5.2 Market size and forecast, by Component
- 9.4.7.5.3 Market size and forecast, by Deployment Mode
- 9.4.7.5.4 Market size and forecast, by Type
- 9.4.7.5.5 Market size and forecast, by Application
- 9.4.7.5.6 Market size and forecast, by Mode of Transport
- 9.4.7.6 Rest of Asia-Pacific
- 9.4.7.6.1 Key market trends, growth factors and opportunities
- 9.4.7.6.2 Market size and forecast, by Component
- 9.4.7.6.3 Market size and forecast, by Deployment Mode
- 9.4.7.6.4 Market size and forecast, by Type
- 9.4.7.6.5 Market size and forecast, by Application
- 9.4.7.6.6 Market size and forecast, by Mode of Transport
- 9.5 LAMEA
- 9.5.1 Key trends and opportunities
- 9.5.2 LAMEA Market size and forecast, by Component
- 9.5.3 LAMEA Market size and forecast, by Deployment Mode
- 9.5.4 LAMEA Market size and forecast, by Type
- 9.5.5 LAMEA Market size and forecast, by Application
- 9.5.6 LAMEA Market size and forecast, by Mode of Transport
- 9.5.7 LAMEA Market size and forecast, by country
- 9.5.7.1 Latin America
- 9.5.7.1.1 Key market trends, growth factors and opportunities
- 9.5.7.1.2 Market size and forecast, by Component
- 9.5.7.1.3 Market size and forecast, by Deployment Mode
- 9.5.7.1.4 Market size and forecast, by Type
- 9.5.7.1.5 Market size and forecast, by Application
- 9.5.7.1.6 Market size and forecast, by Mode of Transport
- 9.5.7.2 Middle East
- 9.5.7.2.1 Key market trends, growth factors and opportunities
- 9.5.7.2.2 Market size and forecast, by Component
- 9.5.7.2.3 Market size and forecast, by Deployment Mode
- 9.5.7.2.4 Market size and forecast, by Type
- 9.5.7.2.5 Market size and forecast, by Application
- 9.5.7.2.6 Market size and forecast, by Mode of Transport
- 9.5.7.3 Africa
- 9.5.7.3.1 Key market trends, growth factors and opportunities
- 9.5.7.3.2 Market size and forecast, by Component
- 9.5.7.3.3 Market size and forecast, by Deployment Mode
- 9.5.7.3.4 Market size and forecast, by Type
- 9.5.7.3.5 Market size and forecast, by Application
- 9.5.7.3.6 Market size and forecast, by Mode of Transport
- CHAPTER 10: COMPETITIVE LANDSCAPE
- 10.1. Introduction
- 10.2. Top winning strategies
- 10.3. Product Mapping of Top 10 Player
- 10.4. Competitive Dashboard
- 10.5. Competitive Heatmap
- 10.6. Top player positioning, 2021
- CHAPTER 11: COMPANY PROFILES
- 11.1 IBM Corporation
- 11.1.1 Company overview
- 11.1.2 Key Executives
- 11.1.3 Company snapshot
- 11.1.4 Operating business segments
- 11.1.5 Product portfolio
- 11.1.6 Business performance
- 11.1.7 Key strategic moves and developments
- 11.2 INRIX
- 11.2.1 Company overview
- 11.2.2 Key Executives
- 11.2.3 Company snapshot
- 11.2.4 Operating business segments
- 11.2.5 Product portfolio
- 11.2.6 Business performance
- 11.2.7 Key strategic moves and developments
- 11.3 Indra Sistemas, S.A.
- 11.3.1 Company overview
- 11.3.2 Key Executives
- 11.3.3 Company snapshot
- 11.3.4 Operating business segments
- 11.3.5 Product portfolio
- 11.3.6 Business performance
- 11.3.7 Key strategic moves and developments
- 11.4 Cubic Corporation
- 11.4.1 Company overview
- 11.4.2 Key Executives
- 11.4.3 Company snapshot
- 11.4.4 Operating business segments
- 11.4.5 Product portfolio
- 11.4.6 Business performance
- 11.4.7 Key strategic moves and developments
- 11.5 TomTom International BV
- 11.5.1 Company overview
- 11.5.2 Key Executives
- 11.5.3 Company snapshot
- 11.5.4 Operating business segments
- 11.5.5 Product portfolio
- 11.5.6 Business performance
- 11.5.7 Key strategic moves and developments
- 11.6 Alteryx, Inc.
- 11.6.1 Company overview
- 11.6.2 Key Executives
- 11.6.3 Company snapshot
- 11.6.4 Operating business segments
- 11.6.5 Product portfolio
- 11.6.6 Business performance
- 11.6.7 Key strategic moves and developments
- 11.7 Siemens AG
- 11.7.1 Company overview
- 11.7.2 Key Executives
- 11.7.3 Company snapshot
- 11.7.4 Operating business segments
- 11.7.5 Product portfolio
- 11.7.6 Business performance
- 11.7.7 Key strategic moves and developments
- 11.8 Cellint
- 11.8.1 Company overview
- 11.8.2 Key Executives
- 11.8.3 Company snapshot
- 11.8.4 Operating business segments
- 11.8.5 Product portfolio
- 11.8.6 Business performance
- 11.8.7 Key strategic moves and developments
- 11.9 Trimble Inc.
- 11.9.1 Company overview
- 11.9.2 Key Executives
- 11.9.3 Company snapshot
- 11.9.4 Operating business segments
- 11.9.5 Product portfolio
- 11.9.6 Business performance
- 11.9.7 Key strategic moves and developments
- 11.10 Kapsch TrafficCom AG
- 11.10.1 Company overview
- 11.10.2 Key Executives
- 11.10.3 Company snapshot
- 11.10.4 Operating business segments
- 11.10.5 Product portfolio
- 11.10.6 Business performance
- 11.10.7 Key strategic moves and developments
- LIST OF TABLES
- TABLE 1. GLOBAL TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 2. TRANSPORTATION ANALYTICS MARKET FOR SOLUTION, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 3. TRANSPORTATION ANALYTICS MARKET FOR SERVICES, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 4. GLOBAL TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 5. TRANSPORTATION ANALYTICS MARKET FOR ON-PREMISE, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 6. TRANSPORTATION ANALYTICS MARKET FOR CLOUD, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 7. TRANSPORTATION ANALYTICS MARKET FOR HYBRID, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 8. GLOBAL TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 9. TRANSPORTATION ANALYTICS MARKET FOR PREDICTIVE, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 10. TRANSPORTATION ANALYTICS MARKET FOR DESCRIPTIVE, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 11. TRANSPORTATION ANALYTICS MARKET FOR PRESCRIPTIVE, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 12. GLOBAL TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 13. TRANSPORTATION ANALYTICS MARKET FOR TRAFFIC AND INCIDENT MANAGEMENT, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 14. TRANSPORTATION ANALYTICS MARKET FOR TRANSIT PLANNING AND MAINTENANCE, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 15. TRANSPORTATION ANALYTICS MARKET FOR LOGISTICS MANAGEMENT, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 16. TRANSPORTATION ANALYTICS MARKET FOR OTHERS, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 17. GLOBAL TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 18. TRANSPORTATION ANALYTICS MARKET FOR ROADWAYS, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 19. TRANSPORTATION ANALYTICS MARKET FOR RAILWAYS, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 20. TRANSPORTATION ANALYTICS MARKET FOR AIRWAYS, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 21. TRANSPORTATION ANALYTICS MARKET FOR WATERWAYS, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 22. TRANSPORTATION ANALYTICS MARKET, BY REGION, 2021-2031 (REVENUE, $MILLION)
- TABLE 23. NORTH AMERICA TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 24. NORTH AMERICA TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 25. NORTH AMERICA TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 26. NORTH AMERICA TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 27. NORTH AMERICA TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 28. NORTH AMERICA TRANSPORTATION ANALYTICS MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
- TABLE 29. U.S. TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 30. U.S. TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 31. U.S. TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 32. U.S. TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 33. U.S. TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 34. CANADA TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 35. CANADA TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 36. CANADA TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 37. CANADA TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 38. CANADA TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 39. EUROPE TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 40. EUROPE TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 41. EUROPE TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 42. EUROPE TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 43. EUROPE TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 44. EUROPE TRANSPORTATION ANALYTICS MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
- TABLE 45. UK TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 46. UK TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 47. UK TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 48. UK TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 49. UK TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 50. GERMANY TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 51. GERMANY TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 52. GERMANY TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 53. GERMANY TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 54. GERMANY TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 55. FRANCE TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 56. FRANCE TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 57. FRANCE TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 58. FRANCE TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 59. FRANCE TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 60. ITALY TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 61. ITALY TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 62. ITALY TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 63. ITALY TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 64. ITALY TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 65. SPAIN TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 66. SPAIN TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 67. SPAIN TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 68. SPAIN TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 69. SPAIN TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 70. REST OF EUROPE TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 71. REST OF EUROPE TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 72. REST OF EUROPE TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 73. REST OF EUROPE TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 74. REST OF EUROPE TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 75. ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 76. ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 77. ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 78. ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 79. ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 80. ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
- TABLE 81. CHINA TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 82. CHINA TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 83. CHINA TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 84. CHINA TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 85. CHINA TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 86. JAPAN TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 87. JAPAN TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 88. JAPAN TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 89. JAPAN TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 90. JAPAN TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 91. INDIA TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 92. INDIA TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 93. INDIA TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 94. INDIA TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 95. INDIA TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 96. AUSTRALIA TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 97. AUSTRALIA TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 98. AUSTRALIA TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 99. AUSTRALIA TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 100. AUSTRALIA TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 101. SOUTH KOREA TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 102. SOUTH KOREA TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 103. SOUTH KOREA TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 104. SOUTH KOREA TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 105. SOUTH KOREA TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 106. REST OF ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 107. REST OF ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 108. REST OF ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 109. REST OF ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 110. REST OF ASIA-PACIFIC TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 111. LAMEA TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 112. LAMEA TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 113. LAMEA TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 114. LAMEA TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 115. LAMEA TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 116. LAMEA TRANSPORTATION ANALYTICS MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
- TABLE 117. LATIN AMERICA TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 118. LATIN AMERICA TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 119. LATIN AMERICA TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 120. LATIN AMERICA TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 121. LATIN AMERICA TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 122. MIDDLE EAST TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 123. MIDDLE EAST TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 124. MIDDLE EAST TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 125. MIDDLE EAST TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 126. MIDDLE EAST TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 127. AFRICA TRANSPORTATION ANALYTICS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
- TABLE 128. AFRICA TRANSPORTATION ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
- TABLE 129. AFRICA TRANSPORTATION ANALYTICS MARKET, BY TYPE, 2021-2031 (REVENUE, $MILLION)
- TABLE 130. AFRICA TRANSPORTATION ANALYTICS MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
- TABLE 131. AFRICA TRANSPORTATION ANALYTICS MARKET, BY MODE OF TRANSPORT, 2021-2031 (REVENUE, $MILLION)
- TABLE 132. IBM CORPORATION: KEY EXECUTIVES
- TABLE 133. IBM CORPORATION: COMPANY SNAPSHOT
- TABLE 134. IBM CORPORATION: OPERATING SEGMENTS
- TABLE 135. IBM CORPORATION: PRODUCT PORTFOLIO
- TABLE 136. IBM CORPORATION: NET SALES
- TABLE 137. IBM CORPORATION: KEY STRATERGIES
- TABLE 138. INRIX: KEY EXECUTIVES
- TABLE 139. INRIX: COMPANY SNAPSHOT
- TABLE 140. INRIX: OPERATING SEGMENTS
- TABLE 141. INRIX: PRODUCT PORTFOLIO
- TABLE 142. INRIX: NET SALES
- TABLE 143. INRIX: KEY STRATERGIES
- TABLE 144. INDRA SISTEMAS, S.A.: KEY EXECUTIVES
- TABLE 145. INDRA SISTEMAS, S.A.: COMPANY SNAPSHOT
- TABLE 146. INDRA SISTEMAS, S.A.: OPERATING SEGMENTS
- TABLE 147. INDRA SISTEMAS, S.A.: PRODUCT PORTFOLIO
- TABLE 148. INDRA SISTEMAS, S.A.: NET SALES
- TABLE 149. INDRA SISTEMAS, S.A.: KEY STRATERGIES
- TABLE 150. CUBIC CORPORATION: KEY EXECUTIVES
- TABLE 151. CUBIC CORPORATION: COMPANY SNAPSHOT
- TABLE 152. CUBIC CORPORATION: OPERATING SEGMENTS
- TABLE 153. CUBIC CORPORATION: PRODUCT PORTFOLIO
- TABLE 154. CUBIC CORPORATION: NET SALES
- TABLE 155. CUBIC CORPORATION: KEY STRATERGIES
- TABLE 156. TOMTOM INTERNATIONAL BV: KEY EXECUTIVES
- TABLE 157. TOMTOM INTERNATIONAL BV: COMPANY SNAPSHOT
- TABLE 158. TOMTOM INTERNATIONAL BV: OPERATING SEGMENTS
- TABLE 159. TOMTOM INTERNATIONAL BV: PRODUCT PORTFOLIO
- TABLE 160. TOMTOM INTERNATIONAL BV: NET SALES
- TABLE 161. TOMTOM INTERNATIONAL BV: KEY STRATERGIES
- TABLE 162. ALTERYX, INC.: KEY EXECUTIVES
- TABLE 163. ALTERYX, INC.: COMPANY SNAPSHOT
- TABLE 164. ALTERYX, INC.: OPERATING SEGMENTS
- TABLE 165. ALTERYX, INC.: PRODUCT PORTFOLIO
- TABLE 166. ALTERYX, INC.: NET SALES
- TABLE 167. ALTERYX, INC.: KEY STRATERGIES
- TABLE 168. SIEMENS AG: KEY EXECUTIVES
- TABLE 169. SIEMENS AG: COMPANY SNAPSHOT
- TABLE 170. SIEMENS AG: OPERATING SEGMENTS
- TABLE 171. SIEMENS
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