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Global Transportation Predictive Analytics Market Growth (Status And Outlook) 2022-2028

Published on: Jan 2022 | From USD $2900 | Published By: LP INFORMATION INC | Number Of Pages: 103

As the global economy mends, the 2021 growth of Transportation Predictive Analytics will have significant change from previous year. According to our (LP Information) latest study, the global Transportation Predictive Analytics market size is USD million in 2022 from USD 896 million in 2021, with a change of % between 2021 and 2022. The global Transportation Predictive Analytics market size will reach USD 2100 million in 2028, growing at a CAGR of 12.9% over the analysis period.
The United States Transportation Predictive Analytics market is expected at value of US$ million in 2021 and grow at approximately % CAGR during review period. China constitutes a % market for the global Transportation Predictive Analytics market, reaching US$ million by the year 2028. As for the Europe Transportation Predictive Analytics landscape, Germany is projected to reach US$ million by 2028 trailing a CAGR of % over the forecast period. In APAC, the growth rates of other notable markets (Japan and South Korea) are projected to be at % and % respectively for the next 5-year period.
Global main Transportation Predictive Analytics players cover IBM, Xerox, SAP, and Space-Time Insight, etc. In terms of revenue, the global largest two companies occupy a share nearly % in 2021.
This report presents a comprehensive overview, market shares, and growth opportunities of Transportation Predictive Analytics market by product type, application, key players and key regions and countries.
Segmentation by type: breakdown data from 2017 to 2022 in Section 2.3; and forecast to 2028 in section 10.7.
On-Premise
Cloud-based
Segmentation by application: breakdown data from 2017 to 2022, in Section 2.4; and forecast to 2028 in section 10.8.
Roadways
Railways
Airways
Seaways
This report also splits the market by region: Breakdown data in Chapter 4, 5, 6, 7 and 8.
Americas
United States
Canada
Mexico
Brazil
APAC
China
Japan
Korea
Southeast Asia
India
Australia
Europe
Germany
France
UK
Italy
Russia
Middle East & Africa
Egypt
South Africa
Israel
Turkey
GCC Countries
The report also presents the market competition landscape and a corresponding detailed analysis of the major players in the market. The key players covered in this report: Breakdown data in in Chapter 3.
IBM
Xerox
SAP
Space-Time Insight
Predikto
TSS-Transport Simulation Systems
Caliper Corporation
Tiger Analyticsand
T-Systems
Cyient

1 Scope of the Report
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
2 Executive Summary
2.1 World Market Overview
2.1.1 Global Transportation Predictive Analytics Market Size 2017-2028
2.1.2 Transportation Predictive Analytics Market Size CAGR by Region 2017 VS 2022 VS 2028
2.2 Transportation Predictive Analytics Segment by Type
2.2.1 On-Premise
2.2.2 Cloud-based
2.3 Transportation Predictive Analytics Market Size by Type
2.3.1 Transportation Predictive Analytics Market Size CAGR by Type (2017 VS 2022 VS 2028)
2.3.2 Global Transportation Predictive Analytics Market Size Market Share by Type (2017-2022)
2.4 Transportation Predictive Analytics Segment by Application
2.4.1 Roadways
2.4.2 Railways
2.4.3 Airways
2.4.4 Seaways
2.5 Transportation Predictive Analytics Market Size by Application
2.5.1 Transportation Predictive Analytics Market Size CAGR by Application (2017 VS 2022 VS 2028)
2.5.2 Global Transportation Predictive Analytics Market Size Market Share by Application (2017-2022)
3 Transportation Predictive Analytics Market Size by Player
3.1 Transportation Predictive Analytics Market Size Market Share by Players
3.1.1 Global Transportation Predictive Analytics Revenue by Players (2020-2022)
3.1.2 Global Transportation Predictive Analytics Revenue Market Share by Players (2020-2022)
3.2 Global Transportation Predictive Analytics Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 Transportation Predictive Analytics by Regions
4.1 Transportation Predictive Analytics Market Size by Regions (2017-2022)
4.2 Americas Transportation Predictive Analytics Market Size Growth (2017-2022)
4.3 APAC Transportation Predictive Analytics Market Size Growth (2017-2022)
4.4 Europe Transportation Predictive Analytics Market Size Growth (2017-2022)
4.5 Middle East & Africa Transportation Predictive Analytics Market Size Growth (2017-2022)
5 Americas
5.1 Americas Transportation Predictive Analytics Market Size by Country (2017-2022)
5.2 Americas Transportation Predictive Analytics Market Size by Type (2017-2022)
5.3 Americas Transportation Predictive Analytics Market Size by Application (2017-2022)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC Transportation Predictive Analytics Market Size by Region (2017-2022)
6.2 APAC Transportation Predictive Analytics Market Size by Type (2017-2022)
6.3 APAC Transportation Predictive Analytics Market Size by Application (2017-2022)
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 Europe
7.1 Europe Transportation Predictive Analytics by Country (2017-2022)
7.2 Europe Transportation Predictive Analytics Market Size by Type (2017-2022)
7.3 Europe Transportation Predictive Analytics Market Size by Application (2017-2022)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 Middle East & Africa
8.1 Middle East & Africa Transportation Predictive Analytics by Region (2017-2022)
8.2 Middle East & Africa Transportation Predictive Analytics Market Size by Type (2017-2022)
8.3 Middle East & Africa Transportation Predictive Analytics Market Size by Application (2017-2022)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 Market Drivers, Challenges and Trends
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 Global Transportation Predictive Analytics Market Forecast
10.1 Global Transportation Predictive Analytics Forecast by Regions (2023-2028)
10.1.1 Global Transportation Predictive Analytics Forecast by Regions (2023-2028)
10.1.2 Americas Transportation Predictive Analytics Forecast
10.1.3 APAC Transportation Predictive Analytics Forecast
10.1.4 Europe Transportation Predictive Analytics Forecast
10.1.5 Middle East & Africa Transportation Predictive Analytics Forecast
10.2 Americas Transportation Predictive Analytics Forecast by Country (2023-2028)
10.2.1 United States Transportation Predictive Analytics Market Forecast
10.2.2 Canada Transportation Predictive Analytics Market Forecast
10.2.3 Mexico Transportation Predictive Analytics Market Forecast
10.2.4 Brazil Transportation Predictive Analytics Market Forecast
10.3 APAC Transportation Predictive Analytics Forecast by Region (2023-2028)
10.3.1 China Transportation Predictive Analytics Market Forecast
10.3.2 Japan Transportation Predictive Analytics Market Forecast
10.3.3 Korea Transportation Predictive Analytics Market Forecast
10.3.4 Southeast Asia Transportation Predictive Analytics Market Forecast
10.3.5 India Transportation Predictive Analytics Market Forecast
10.3.6 Australia Transportation Predictive Analytics Market Forecast
10.4 Europe Transportation Predictive Analytics Forecast by Country (2023-2028)
10.4.1 Germany Transportation Predictive Analytics Market Forecast
10.4.2 France Transportation Predictive Analytics Market Forecast
10.4.3 UK Transportation Predictive Analytics Market Forecast
10.4.4 Italy Transportation Predictive Analytics Market Forecast
10.4.5 Russia Transportation Predictive Analytics Market Forecast
10.5 Middle East & Africa Transportation Predictive Analytics Forecast by Region (2023-2028)
10.5.1 Egypt Transportation Predictive Analytics Market Forecast
10.5.2 South Africa Transportation Predictive Analytics Market Forecast
10.5.3 Israel Transportation Predictive Analytics Market Forecast
10.5.4 Turkey Transportation Predictive Analytics Market Forecast
10.5.5 GCC Countries Transportation Predictive Analytics Market Forecast
10.6 Global Transportation Predictive Analytics Forecast by Type (2023-2028)
10.7 Global Transportation Predictive Analytics Forecast by Application (2023-2028)

11 Key Players Analysis
11.1 IBM
11.1.1 IBM Company Information
11.1.2 IBM Transportation Predictive Analytics Product Offered
11.1.3 IBM Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.1.4 IBM Main Business Overview
11.1.5 IBM Latest Developments
11.2 Xerox
11.2.1 Xerox Company Information
11.2.2 Xerox Transportation Predictive Analytics Product Offered
11.2.3 Xerox Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.2.4 Xerox Main Business Overview
11.2.5 Xerox Latest Developments
11.3 SAP
11.3.1 SAP Company Information
11.3.2 SAP Transportation Predictive Analytics Product Offered
11.3.3 SAP Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.3.4 SAP Main Business Overview
11.3.5 SAP Latest Developments
11.4 Space-Time Insight
11.4.1 Space-Time Insight Company Information
11.4.2 Space-Time Insight Transportation Predictive Analytics Product Offered
11.4.3 Space-Time Insight Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.4.4 Space-Time Insight Main Business Overview
11.4.5 Space-Time Insight Latest Developments
11.5 Predikto
11.5.1 Predikto Company Information
11.5.2 Predikto Transportation Predictive Analytics Product Offered
11.5.3 Predikto Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.5.4 Predikto Main Business Overview
11.5.5 Predikto Latest Developments
11.6 TSS-Transport Simulation Systems
11.6.1 TSS-Transport Simulation Systems Company Information
11.6.2 TSS-Transport Simulation Systems Transportation Predictive Analytics Product Offered
11.6.3 TSS-Transport Simulation Systems Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.6.4 TSS-Transport Simulation Systems Main Business Overview
11.6.5 TSS-Transport Simulation Systems Latest Developments
11.7 Caliper Corporation
11.7.1 Caliper Corporation Company Information
11.7.2 Caliper Corporation Transportation Predictive Analytics Product Offered
11.7.3 Caliper Corporation Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.7.4 Caliper Corporation Main Business Overview
11.7.5 Caliper Corporation Latest Developments
11.8 Tiger Analyticsand
11.8.1 Tiger Analyticsand Company Information
11.8.2 Tiger Analyticsand Transportation Predictive Analytics Product Offered
11.8.3 Tiger Analyticsand Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.8.4 Tiger Analyticsand Main Business Overview
11.8.5 Tiger Analyticsand Latest Developments
11.9 T-Systems
11.9.1 T-Systems Company Information
11.9.2 T-Systems Transportation Predictive Analytics Product Offered
11.9.3 T-Systems Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.9.4 T-Systems Main Business Overview
11.9.5 T-Systems Latest Developments
11.10 Cyient
11.10.1 Cyient Company Information
11.10.2 Cyient Transportation Predictive Analytics Product Offered
11.10.3 Cyient Transportation Predictive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.10.4 Cyient Main Business Overview
11.10.5 Cyient Latest Developments
12 Research Findings and Conclusion

List of Tables
Table 1. Transportation Predictive Analytics Market Size CAGR by Region (2017 VS 2022 VS 2028) & ($ Millions)
Table 2. Major Players of On-Premise
Table 3. Major Players of Cloud-based
Table 4. Transportation Predictive Analytics Market Size CAGR by Type (2017 VS 2022 VS 2028) & ($ Millions)
Table 5. Global Transportation Predictive Analytics Market Size by Type (2017-2022) & ($ Millions)
Table 6. Global Transportation Predictive Analytics Market Size Market Share by Type (2017-2022)
Table 7. Transportation Predictive Analytics Market Size CAGR by Application (2017 VS 2022 VS 2028) & ($ Millions)
Table 8. Global Transportation Predictive Analytics Market Size by Application (2017-2022) & ($ Millions)
Table 9. Global Transportation Predictive Analytics Market Size Market Share by Application (2017-2022)
Table 10. Global Transportation Predictive Analytics Revenue by Players (2020-2022) & ($ Millions)
Table 11. Global Transportation Predictive Analytics Revenue Market Share by Player (2020-2022)
Table 12. Transportation Predictive Analytics Key Players Head office and Products Offered
Table 13. Transportation Predictive Analytics Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
Table 14. New Products and Potential Entrants
Table 15. Mergers & Acquisitions, Expansion
Table 16. Global Transportation Predictive Analytics Market Size by Regions 2017-2022 & ($ Millions)
Table 17. Global Transportation Predictive Analytics Market Size Market Share by Regions (2017-2022)
Table 18. Americas Transportation Predictive Analytics Market Size by Country (2017-2022) & ($ Millions)
Table 19. Americas Transportation Predictive Analytics Market Size Market Share by Country (2017-2022)
Table 20. Americas Transportation Predictive Analytics Market Size by Type (2017-2022) & ($ Millions)
Table 21. Americas Transportation Predictive Analytics Market Size Market Share by Type (2017-2022)
Table 22. Americas Transportation Predictive Analytics Market Size by Application (2017-2022) & ($ Millions)
Table 23. Americas Transportation Predictive Analytics Market Size Market Share by Application (2017-2022)
Table 24. APAC Transportation Predictive Analytics Market Size by Region (2017-2022) & ($ Millions)
Table 25. APAC Transportation Predictive Analytics Market Size Market Share by Region (2017-2022)
Table 26. APAC Transportation Predictive Analytics Market Size by Type (2017-2022) & ($ Millions)
Table 27. APAC Transportation Predictive Analytics Market Size Market Share by Type (2017-2022)
Table 28. APAC Transportation Predictive Analytics Market Size by Application (2017-2022) & ($ Millions)
Table 29. APAC Transportation Predictive Analytics Market Size Market Share by Application (2017-2022)
Table 30. Europe Transportation Predictive Analytics Market Size by Country (2017-2022) & ($ Millions)
Table 31. Europe Transportation Predictive Analytics Market Size Market Share by Country (2017-2022)
Table 32. Europe Transportation Predictive Analytics Market Size by Type (2017-2022) & ($ Millions)
Table 33. Europe Transportation Predictive Analytics Market Size Market Share by Type (2017-2022)
Table 34. Europe Transportation Predictive Analytics Market Size by Application (2017-2022) & ($ Millions)
Table 35. Europe Transportation Predictive Analytics Market Size Market Share by Application (2017-2022)
Table 36. Middle East & Africa Transportation Predictive Analytics Market Size by Region (2017-2022) & ($ Millions)
Table 37. Middle East & Africa Transportation Predictive Analytics Market Size Market Share by Region (2017-2022)
Table 38. Middle East & Africa Transportation Predictive Analytics Market Size by Type (2017-2022) & ($ Millions)
Table 39. Middle East & Africa Transportation Predictive Analytics Market Size Market Share by Type (2017-2022)
Table 40. Middle East & Africa Transportation Predictive Analytics Market Size by Application (2017-2022) & ($ Millions)
Table 41. Middle East & Africa Transportation Predictive Analytics Market Size Market Share by Application (2017-2022)
Table 42. Key Market Drivers & Growth Opportunities of Transportation Predictive Analytics
Table 43. Key Market Challenges & Risks of Transportation Predictive Analytics
Table 44. Key Industry Trends of Transportation Predictive Analytics
Table 45. Global Transportation Predictive Analytics Market Size Forecast by Regions (2023-2028) & ($ Millions)
Table 46. Global Transportation Predictive Analytics Market Size Market Share Forecast by Regions (2023-2028)
Table 47. Global Transportation Predictive Analytics Market Size Forecast by Type (2023-2028) & ($ Millions)
Table 48. Global Transportation Predictive Analytics Market Size Market Share Forecast by Type (2023-2028)
Table 49. Global Transportation Predictive Analytics Market Size Forecast by Application (2023-2028) & ($ Millions)
Table 50. Global Transportation Predictive Analytics Market Size Market Share Forecast by Application (2023-2028)
Table 51. IBM Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 52. IBM Transportation Predictive Analytics Product Offered
Table 53. IBM Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 54. IBM Main Business
Table 55. IBM Latest Developments
Table 56. Xerox Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 57. Xerox Transportation Predictive Analytics Product Offered
Table 58. Xerox Main Business
Table 59. Xerox Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 60. Xerox Latest Developments
Table 61. SAP Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 62. SAP Transportation Predictive Analytics Product Offered
Table 63. SAP Main Business
Table 64. SAP Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 65. SAP Latest Developments
Table 66. Space-Time Insight Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 67. Space-Time Insight Transportation Predictive Analytics Product Offered
Table 68. Space-Time Insight Main Business
Table 69. Space-Time Insight Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 70. Space-Time Insight Latest Developments
Table 71. Predikto Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 72. Predikto Transportation Predictive Analytics Product Offered
Table 73. Predikto Main Business
Table 74. Predikto Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 75. Predikto Latest Developments
Table 76. TSS-Transport Simulation Systems Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 77. TSS-Transport Simulation Systems Transportation Predictive Analytics Product Offered
Table 78. TSS-Transport Simulation Systems Main Business
Table 79. TSS-Transport Simulation Systems Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 80. TSS-Transport Simulation Systems Latest Developments
Table 81. Caliper Corporation Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 82. Caliper Corporation Transportation Predictive Analytics Product Offered
Table 83. Caliper Corporation Main Business
Table 84. Caliper Corporation Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 85. Caliper Corporation Latest Developments
Table 86. Tiger Analyticsand Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 87. Tiger Analyticsand Transportation Predictive Analytics Product Offered
Table 88. Tiger Analyticsand Main Business
Table 89. Tiger Analyticsand Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 90. Tiger Analyticsand Latest Developments
Table 91. T-Systems Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 92. T-Systems Transportation Predictive Analytics Product Offered
Table 93. T-Systems Main Business
Table 94. T-Systems Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 95. T-Systems Latest Developments
Table 96. Cyient Details, Company Type, Transportation Predictive Analytics Area Served and Its Competitors
Table 97. Cyient Transportation Predictive Analytics Product Offered
Table 98. Cyient Main Business
Table 99. Cyient Transportation Predictive Analytics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 100. Cyient Latest Developments
List of Figures
Figure 1. Transportation Predictive Analytics Report Years Considered
Figure 2. Research Objectives
Figure 3. Research Methodology
Figure 4. Research Process and Data Source
Figure 5. Global Transportation Predictive Analytics Market Size Growth Rate 2017-2028 ($ Millions)
Figure 6. Global Transportation Predictive Analytics Market Size Market Share by Type in 2021
Figure 7. Transportation Predictive Analytics in Roadways
Figure 8. Global Transportation Predictive Analytics Market: Roadways (2017-2022) & ($ Millions)
Figure 9. Transportation Predictive Analytics in Railways
Figure 10. Global Transportation Predictive Analytics Market: Railways (2017-2022) & ($ Millions)
Figure 11. Transportation Predictive Analytics in Airways
Figure 12. Global Transportation Predictive Analytics Market: Airways (2017-2022) & ($ Millions)
Figure 13. Transportation Predictive Analytics in Seaways
Figure 14. Global Transportation Predictive Analytics Market: Seaways (2017-2022) & ($ Millions)
Figure 15. Global Transportation Predictive Analytics Market Size Market Share by Application in 2021
Figure 16. Global Transportation Predictive Analytics Revenue Market Share by Player in 2021
Figure 17. Global Transportation Predictive Analytics Market Size Market Share by Regions (2017-2022)
Figure 18. Americas Transportation Predictive Analytics Market Size 2017-2022 ($ Millions)
Figure 19. APAC Transportation Predictive Analytics Market Size 2017-2022 ($ Millions)
Figure 20. Europe Transportation Predictive Analytics Market Size 2017-2022 ($ Millions)
Figure 21. Middle East & Africa Transportation Predictive Analytics Market Size 2017-2022 ($ Millions)
Figure 22. Americas Transportation Predictive Analytics Value Market Share by Country in 2021
Figure 23. Americas Transportation Predictive Analytics Consumption Market Share by Type in 2021
Figure 24. Americas Transportation Predictive Analytics Market Size Market Share by Application in 2021
Figure 25. United States Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 26. Canada Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 27. Mexico Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 28. Brazil Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 29. APAC Transportation Predictive Analytics Market Size Market Share by Region in 2021
Figure 30. APAC Transportation Predictive Analytics Market Size Market Share by Application in 2021
Figure 31. China Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 32. Japan Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 33. Korea Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 34. Southeast Asia Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 35. India Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 36. Australia Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 37. Europe Transportation Predictive Analytics Market Size Market Share by Country in 2021
Figure 38. Europe Transportation Predictive Analytics Market Size Market Share by Type in 2021
Figure 39. Europe Transportation Predictive Analytics Market Size Market Share by Application in 2021
Figure 40. Germany Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 41. France Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 42. UK Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 43. Italy Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 44. Russia Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 45. Middle East & Africa Transportation Predictive Analytics Market Size Market Share by Region in 2021
Figure 46. Middle East & Africa Transportation Predictive Analytics Market Size Market Share by Type in 2021
Figure 47. Middle East & Africa Transportation Predictive Analytics Market Size Market Share by Application in 2021
Figure 48. Egypt Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 49. South Africa Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 50. Israel Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 51. Turkey Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 52. GCC Country Transportation Predictive Analytics Market Size Growth 2017-2022 ($ Millions)
Figure 53. Americas Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 54. APAC Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 55. Europe Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 56. Middle East & Africa Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 57. United States Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 58. Canada Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 59. Mexico Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 60. Brazil Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 61. China Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 62. Japan Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 63. Korea Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 64. Southeast Asia Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 65. India Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 66. Australia Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 67. Germany Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 68. France Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 69. UK Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 70. Italy Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 71. Russia Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 72. Spain Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 73. Egypt Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 74. South Africa Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 75. Israel Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 76. Turkey Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)
Figure 77. GCC Countries Transportation Predictive Analytics Market Size 2023-2028 ($ Millions)

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.

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