/ Report Details / Transportation Predictive Analytics and Simulation Market with COVID-19 Impact Analysis
Transportation Predictive Analytics and Simulation Market with COVID-19 Impact Analysis, By Product Type (On-Premise, Cloud-based), By Component (Software, Services), By End-User, and By Region Industry Analysis, Market Size, Market Share & Forecast from 2023-2030
REPORT HIGHLIGHT
Transportation predictive analytics and simulation Market size was valued at USD 2,305.1 Million in 2022, expanding at a CAGR of 10.2% from 2023 to 2030.
Transportation predictive analytics and simulation are used to obtain crucial information from existing data sets, to ensure certain patterns, and forecast future outcomes and trends. Moreover, it does not predict about future or what will happen there but with an acceptable level of accuracy, it forecast what might happen in the future. Furthermore, transportation sector has been largely using predictive analytics, which offers valuable insights from data collected from a variety of sources.
Market Dynamics
The demand for transportation predictive analytics and simulation has been increasing day by day between transit companies as it reduces risk by installing predictive analytics more frequently. Additionally, rising demand for operation activity, better pricing of data, cost-effective solutions, and integrated security & safety in the transit companies are projected to propel the market growth. However, technical challenges and a high initial price is expected to restrain the market growth of the transportation predictive analytics and simulation market during the forecast period.
Moreover, the growing inclination towards advanced analytics to forecast future outcomes and customer demand can increase the transportation predictive analytics market growth. The covid-19 has been affecting industries and economies in various countries due to lockdowns, business shutdowns, and travel bans. Due to the shutdown of various factories and plans the global supply chain was affected negatively and impacted the manufacturing, sales of the product, and delivery schedule.
Segmentation Analysis:
The Transportation Predictive Analytics and Simulation Market are segmented on the basis of product type, component, end-user, and by region.
The market is divided into two categories based on product type: on-premise and cloud-based. The on-premise segment is expected to hold the market share during the forecast period. It is beneficial for such companies that secure and confidentiality of their data from hackers.
The market is divided into two categories based on the component: software and services. The software segment is expected to possess the market share. Due to the augmented demand for smart transport management solutions as well as an increase in the penetration of cloud-based services expected to increase during the forecast period.
The market is divided into four categories based on end-user: roadways, railways, airways, and seaways. The airways segment is expected to hold the market share as the airline industry adopts predictive and Simulation software quickly to acquire deeper insights into customer behavior.
Competitive Landscape:
The increasing demand for Global Transportation Predictive Analytics And Simulation in transit companies is the key factor making it one of the competitive sectors globally. Due to the safety of data it has turned out to be a great opportunity for companies to extend their production. Additionally, market players are focusing on business expansion by using cutting-edge technologies. Moreover, companies are focusing on increasing their presence by adopting product innovation, extensive development & research, R&D activities, and mergers & acquisition.
SCOPE OF THE REPORT
The scope of this report covers the market by its major segments, which include as follows:
TRANSPORTATION PREDICTIVE ANALYTICS AND SIMULATION MARKET KEY PLAYERS
- Tiger Analytics Inc.
- Space-Time Insight
- Xerox Corporation
- Cubic Corporation
- IBM Corporation
- T-Systems International GmbH
- Predikto Inc.
- TSS-Transport Simulation Systems
- Caliper Corporation
- IBM Corporation
- PTV Group
- Cyient-Insights
TRANSPORTATION PREDICTIVE ANALYTICS AND SIMULATION MARKET, BY PRODUCT TYPE
- On-Premise
- Cloud-based
TRANSPORTATION PREDICTIVE ANALYTICS AND SIMULATION MARKET, BY COMPONENT
- Software
- Services
TRANSPORTATION PREDICTIVE ANALYTICS AND SIMULATION MARKET, BY END-USER
- Roadways
- Railways
- Airways
- Seaways
TRANSPORTATION PREDICTIVE ANALYTICS AND SIMULATION MARKET, BY REGION
- North America
- The U.S.
- Canada
- Europe
- Germany
- France
- Italy
- Spain
- United Kingdom
- Russia
- Netherlands
- Sweden
- Poland
- Rest of Europe
- Asia Pacific
- India
- China
- South Korea
- Japan
- Australia
- Thailand
- Indonesia
- Philippines
- Rest of APAC
- Latin America
- Brazil
- Mexico
- Argentina
- Colombia
- Rest of LATAM
- The Middle East and Africa
- Saudi Arabia
- United Arab Emirates
- Israel
- Turkey
- Algeria
- Egypt
- Rest of MEA
TABLE OF CONTENT
1. Transportation Predictive Analytics and Simulation Market Overview
1.1. Study Scope
2. Executive Summary
2.1. Market Snippet
2.1.1. Transportation Predictive Analytics and Simulation Market Snippet by Product type
2.1.2. Transportation Predictive Analytics and Simulation Market Snippet by Component type
2.1.3. Transportation Predictive Analytics and Simulation Market Snippet by End-user
2.1.4. Transportation Predictive Analytics and Simulation Market Snippet by Region
2.2. Competitive Insights
3. Transportation Predictive Analytics and Simulation Market Trends
3.1. Transportation Predictive Analytics and Simulation Market Drivers
3.1.1. Impact Analysis of Market Drivers
3.2. Transportation Predictive Analytics and Simulation Market Restraints
3.2.1. Impact Analysis of Market Restraints
3.3. Transportation Predictive Analytics and Simulation Market Opportunities
3.4. Transportation Predictive Analytics and Simulation Market Future Trends
4. Transportation Predictive Analytics and Simulation Market Industry Study
4.1. PEST Analysis
4.2. Porter’s Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis
5. Transportation Predictive Analytics and Simulation Market: COVID-19 Impact Analysis
5.1. Pre-COVID-19 Impact Analysis
5.2. Post-COVID-19 Impact Analysis
5.2.1. Top Performing Segments
5.2.2. Marginal Growth Segments
5.2.3. Top Looser Segments
5.2.4. Marginal Loss Segments
6. Transportation Predictive Analytics and Simulation Market Landscape
6.1. Transportation Predictive Analytics and Simulation Market share Analysis, 2022
6.2. Breakdown Data, by Key Manufacturer
6.2.1. Established Players’ Analysis
6.2.2. Emerging Players’ Analysis
7. Transportation Predictive Analytics and Simulation Market– By Product type
7.1. Overview
7.1.1. Segment Share Analysis, By Product type, 2022 & 2030 (%)
7.1.2. On-Premise
7.1.3. Cloud-based
8. Transportation Predictive Analytics and Simulation Market– By Component type
8.1. Overview
8.1.1. Segment Share Analysis, By Component type, 2022 & 2030 (%)
8.1.2. Software
8.1.3. Services
9. Transportation Predictive Analytics and Simulation Market– By End-user
9.1. Overview
9.1.1. Segment Share Analysis, By End-user, 2022 & 2030 (%)
9.1.2. Roadways
9.1.3. Railways
9.1.4. Airways
9.1.5. Seaways
10. Transportation Predictive Analytics and Simulation Market– By Geography
10.1. Introduction
10.1.1. Segment Share Analysis, By Geography, 2022 & 2030 (%)
10.2. North America
10.2.1. Overview
10.2.2. Transportation Predictive Analytics and Simulation Market Key Manufacturers in North America
10.2.3. North America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
10.2.4. North America Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.2.5. North America Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.2.6. North America Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.2.7. U.S.
10.2.7.1. Overview
10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.2.7.3. U.S. Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.2.7.4. U.S. Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.2.7.5. U.S. Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.2.8. Canada
10.2.8.1. Overview
10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.2.8.3. Canada Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.2.8.4. Canada Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.2.8.5. Canada Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3. Europe
10.3.1. Overview
10.3.2. Transportation Predictive Analytics and Simulation Market Key Manufacturers in Europe
10.3.3. Europe Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
10.3.4. Europe Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.5. Europe Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.6. Europe Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3.7. Germany
10.3.7.1. Overview
10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.3.7.3. Germany Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.7.4. Germany Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.7.5. Germany Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3.8. Italy
10.3.8.1. Overview
10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.3.8.3. Italy Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.8.4. Italy Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.8.5. Italy Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3.9. United Kingdom
10.3.9.1. Overview
10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.3.9.3. United Kingdom Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.9.4. United Kingdom Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.9.5. United Kingdom Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3.10. France
10.3.10.1. Overview
10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.3.10.3. France Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.10.4. France Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.10.5. France Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3.11. Russia
10.3.11.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.3.11.2. Russia Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.11.3. Russia Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.11.4. Russia Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3.12. Netherlands
10.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.3.12.2. Netherlands Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.12.3. Netherlands Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.12.4. Netherlands Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3.13. Sweden
10.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.3.13.2. Sweden Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.13.3. Sweden Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.13.4. Sweden Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3.14. Poland
10.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.3.14.2. Poland Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.14.3. Poland Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.14.4. Poland Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.3.15. Rest of Europe
10.3.15.1. Overview
10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.3.15.3. Rest of the Europe Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.3.15.4. Rest of the Europe Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.3.15.5. Rest of the Europe Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4. Asia Pacific (APAC)
10.4.1. Overview
10.4.2. Transportation Predictive Analytics and Simulation Market Key Manufacturers in Asia Pacific
10.4.3. Asia Pacific Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
10.4.4. Asia Pacific Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.5. Asia Pacific Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.6. Asia Pacific Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4.7. India
10.4.7.1. Overview
10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.4.7.3. India Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.7.4. India Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.7.5. India Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4.8. China
10.4.8.1. Overview
10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.4.8.3. China Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.8.4. China Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.8.5. China Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4.9. Japan
10.4.9.1. Overview
10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.4.9.3. Japan Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.9.4. Japan Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.9.5. Japan Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4.10. South Korea
10.4.10.1. Overview
10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.4.10.3. South Korea Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.10.4. South Korea Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.10.5. South Korea Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4.11. Australia
10.4.11.1. Overview
10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.4.11.3. Australia Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.11.4. Australia Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.11.5. Australia Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4.12. Thailand
10.4.12.1. Overview
10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.4.12.3. Thailand Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.12.4. Thailand Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.12.5. Thailand Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4.13. Indonesia
10.4.13.1. Overview
10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.4.13.3. Indonesia Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.13.4. Indonesia Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.13.5. Indonesia Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4.14. Philippines
10.4.14.1. Overview
10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.4.14.3. Philippines Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.14.4. Philippines Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.14.5. Philippines Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.4.15. Rest of APAC
10.4.15.1. Overview
10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.4.15.3. Rest of APAC Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.4.15.4. Rest of APAC Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.4.15.5. Rest of APAC Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.5. Latin America
10.5.1. Overview
10.5.2. Transportation Predictive Analytics and Simulation Market Key Manufacturers in Latin America
10.5.3. Latin America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
10.5.4. Latin America Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.5.5. Latin America Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.5.6. Latin America Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.5.7. Brazil
10.5.7.1. Overview
10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.5.7.3. Brazil Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.5.7.4. Brazil Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.5.7.5. Brazil Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.5.8. Mexico
10.5.8.1. Overview
10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.5.8.3. Mexico Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.5.8.4. Mexico Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.5.8.5. Mexico Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.5.9. Argentina
10.5.9.1. Overview
10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.5.9.3. Argentina Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.5.9.4. Argentina Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.5.9.5. Argentina Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.5.10. Colombia
10.5.10.1. Overview
10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.5.10.3. Colombia Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.5.10.4. Colombia Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.5.10.5. Colombia Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.5.11. Rest of LATAM
10.5.11.1. Overview
10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.5.11.3. Rest of LATAM Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.5.11.4. Rest of LATAM Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.5.11.5. Rest of LATAM Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.6. Middle East and Africa
10.6.1. Overview
10.6.2. Transportation Predictive Analytics and Simulation Market Key Manufacturers in Middle East and Africa
10.6.3. Middle East and Africa Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
10.6.4. Middle East and Africa Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.6.5. Middle East and Africa Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.6.6. Middle East and Africa Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.6.7. Saudi Arabia
10.6.7.1. Overview
10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.6.7.3. Saudi Arabia Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.6.7.4. Saudi Arabia Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.6.7.5. Saudi Arabia Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.6.8. United Arab Emirates
10.6.8.1. Overview
10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.6.8.3. United Arab Emirates Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.6.8.4. United Arab Emirates Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.6.8.5. United Arab Emirates Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.6.9. Israel
10.6.9.1. Overview
10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.6.9.3. Israel Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.6.9.4. Israel Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.6.9.5. Israel Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.6.10. Turkey
10.6.10.1. Overview
10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.6.10.3. Turkey Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.6.10.4. Turkey Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.6.10.5. Turkey Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.6.11. Algeria
10.6.11.1. Overview
10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.6.11.3. Algeria Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.6.11.4. Algeria Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.6.11.5. Algeria Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.6.12. Egypt
10.6.12.1. Overview
10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.6.12.3. Egypt Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.6.12.4. Egypt Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.6.12.5. Egypt Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
10.6.13. Rest of MEA
10.6.13.1. Overview
10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
10.6.13.3. Rest of MEA Market Size and Forecast, By Product type, 2018 - 2030 (US$ Million)
10.6.13.4. Rest of MEA Market Size and Forecast, By Component type, 2018 - 2030 (US$ Million)
10.6.13.5. Rest of MEA Market Size and Forecast, By End-user, 2018 - 2030 (US$ Million)
11. Key Vendor Analysis- Transportation Predictive Analytics and Simulation Market Industry
11.1. Competitive Dashboard
11.2. Company Profiles
11.2.1. Tiger Analytics Inc.
11.2.2. Space-Time Insight
11.2.3. Xerox Corporation
11.2.4. Cubic Corporation
11.2.5. IBM Corporation
11.2.6. T-Systems International GmbH
11.2.7. Predikto Inc.
11.2.8. TSS-Transport Simulation Systems
11.2.9. Caliper Corporation
11.2.10. IBM Corporation
11.2.11. PTV Group
11.2.12. Cyient-Insights
12. 360 Degree Analyst View
13. Appendix
13.1. Research Methodology
13.2. References
13.3. Abbreviations
13.4. Disclaimer
13.5. Contact Us
