Table of Content

1 INTRODUCTION 20
1.1 OBJECTIVES OF THE STUDY 20
1.2 MARKET DEFINITION 20
1.3 INCLUSION AND EXCLUSION 20
1.4 MARKET SCOPE 21
1.5 MARKET SEGMENTATION 21
1.6 REGIONS COVERED 21
1.7 YEARS CONSIDERED FOR THE STUDY 22
1.8 CURRENCY CONSIDERED 22
1.9 STAKEHOLDERS 23

2 RESEARCH METHODOLOGY 24
2.1 RESEARCH DATA 24
2.1.1 SECONDARY DATA 25
2.1.2 PRIMARY DATA 25
2.1.2.1 Breakdown of primary profiles 25
2.1.2.2 Key industry insights 26
2.2 MARKET BREAKDOWN AND DATA TRIANGULATION 27
2.3 MARKET SIZE ESTIMATION 27
2.3.1 TOP-DOWN APPROACH 28
2.3.2 BOTTOM-UP APPROACH 28
2.4 MARKET FORECAST 29
2.5 ASSUMPTIONS FOR THE STUDY 30
2.6 LIMITATIONS OF THE STUDY 30

3 EXECUTIVE SUMMARY 31

4 PREMIUM INSIGHTS 34
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE TRANSPORTATION ANALYTICS MARKET 34
4.2 TRANSPORTATION ANALYTICS MARKET: TOP 3 MODES OF TRANSPORTATION 35
4.3 TRANSPORTATION ANALYTICS MARKET: BY REGION 35

5 MARKET OVERVIEW AND INDUSTRY TRENDS 36
5.1 INTRODUCTION 36
5.2 MARKET DYNAMICS 36
5.2.1 DRIVERS 37
5.2.1.1 Growing adoption of connected and smart technologies in transportation infrastructure 37
5.2.1.2 Rising urban population and high demographic rates 37
5.2.1.3 Government initiatives for smart cities 37
5.2.2 RESTRAINTS 38
5.2.2.1 Recovering ROI from legacy systems 38
5.2.2.2 Compliance with stringent transportation regulatory policies 38
5.2.3 OPPORTUNITIES 38
5.2.3.1 Designing and developing connected vehicles compatible with ITS 38
5.2.3.2 Evolution of semi-autonomous and autonomous vehicles 38
5.2.4 CHALLENGES 39
5.2.4.1 Moving diversified portfolio of goods to the growing marketplace 39
5.2.4.2 Integration complexities over legacy systems and network 39
5.3 USE CASES 40
5.3.1 USE CASE: SCENARIO 1 40
5.3.2 USE CASE: SCENARIO 2 40
5.3.3 USE CASE: SCENARIO 3 41
5.4 REGULATORY IMPLICATIONS 41
5.4.1 GENERAL DATA PROTECTION REGULATION 41
5.4.2 FEDERAL TRADE COMMISSION 41

6 TRANSPORTATION ANALYTICS MARKET, BY TYPE 42
6.1 INTRODUCTION 43
6.2 DESCRIPTIVE ANALYTICS 44
6.2.1 EXTRACTING INSIGHTFUL INFORMATION FROM THE HIST0RIC DATA 44
6.3 PREDICTIVE ANALYTICS 44
6.3.1 PREDICTIVE ANALYTICS HELPS MAKE TRAVEL SMOOTHER BY OPTIMIZING TRANSPORTATION INFRASTRUCTURE 44
6.4 PRESCRIPTIVE ANALYTICS 45
6.4.1 COST SAVING AND PERFORMANCE IMPROVEMENT TO THE DRIVE USE OF PRESCRIPTIVE ANALYTICS 45

7 TRANSPORTATION ANALYTICS MARKET, BY MODE 47
7.1 INTRODUCTION 48
7.2 ROADWAYS 49
7.2.1 ROAD SAFETY MANAGEMENT 51
7.2.1.1 Governments are encouraging investments in transportation for passenger’s safety 51
7.2.2 ROAD TRAFFIC MANAGEMENT 51
7.2.2.1 Need to manage both vehicular and non-vehicular traffic boost the need for better traffic management 51
7.3 RAILWAYS 51
7.3.1 PERFORMANCE MANAGEMENT 53
7.3.1.1 Increasing number of passengers and expanding rail network worldwide to boost the demand for rail transportation services 53
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7.3.2 RAIL TRAFFIC MANAGEMENT 54
7.3.2.1 Public safety to be the major reason for growth of advanced rail traffic management 54
7.4 AIRWAYS 54
7.4.1 AIR TRAFFIC MANAGEMENT 56
7.4.1.1 Increasing flight frequency and the need to avoid air accidents to drive the use of air traffic management 56
7.4.2 ROUTE OPTIMIZATION 56
7.4.2.1 Unpredictable weather conditions and increasing air traffic to boost route optimization in the airways segment 56
7.5 WATERWAYS 56
7.5.1 SHIP MONITORING 58
7.5.1.1 Cost optimization to drive ship monitoring systems 58
7.5.2 ROUTE OPTIMIZATION 58

8 TRANSPORTATION ANALYTICS MARKET, BY REGION 59
8.1 INTRODUCTION 60
8.2 NORTH AMERICA 62
8.2.1 UNITED STATES 66
8.2.1.1 Government organizations in the US are formulating specific programs and taking initiatives to implement transportation analytics 66
8.2.2 CANADA 69
8.2.2.1 Government push in smart transportation initiatives for the development of smart cities to boost the adoption of transportation analytics solutions in Canada 69
8.3 EUROPE 71
8.3.1 UNITED KINGDOM 76
8.3.2 GERMANY 78
8.3.2.1 Government collaboration and initiatives with transportation analytics vendors to drive increased investments in the transportation analytics market in Germany 78
8.3.3 FRANCE 81
8.3.4 SPAIN 83
8.3.5 REST OF EUROPE 86
8.4 ASIA PACIFIC 88
8.4.1 CHINA 92
8.4.1.1 Government initiatives and investment in the transportation technologies to adoption to drive the transportation analytics market 92
8.4.2 AUSTRALIA 94
8.4.2.1 Smart city projects and government initiatives to drive the transportation analytics market in Australia 94
8.4.3 SINGAPORE 96
8.4.3.1 Rising implementation of AI and analytics to drive the adoption of transportation analytics solutions 96
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8.4.4 JAPAN 98
8.4.4.1 Rising implementation of big data and analytics to drive the adoption of transportation analytics in Japan 98
8.4.5 REST OF ASIA PACIFIC 101
8.5 MIDDLE EAST AND AFRICA 103
8.5.1 MIDDLE EAST 106
8.5.1.1 Major investments to develop efficient logistics and transport facilities to drive the market in the region 106
8.5.2 AFRICA 108
8.5.2.1 Growing adoption of digital technologies to boost the growth of transportation analytics market in the African region 108
8.6 LATIN AMERICA 110
8.6.1 BRAZIL 113
8.6.1.1 Increasing investments and the support of Brazilian government to manage public, marine, and air transport to drive the adoption of transportation analytics in Brazil 113
8.6.2 MEXICO 116

9 COMPETITIVE LANDSCAPE 119
9.1 COMPETITIVE LEADERSHIP MAPPING, 2019 119
9.1.1 VISIONARIES 119
9.1.2 INNOVATORS 119
9.1.3 DYNAMIC DIFFERENTIATORS 119
9.1.4 EMERGING COMPANIES 119
9.2 STRENGTH OF PRODUCT PORTFOLIO 121
9.3 BUSINESS STRATEGY EXCELLENCE 122

10 COMPANY PROFILES 123
(Business Overview, Products/ Solutions and Services Offered, Recent Developments, SWOT Analysis, and MnM View)*
10.1 INTRODUCTION 123
10.2 IBM 123
10.3 SIEMENS 127
10.4 CUBIC 129
10.5 CELLINT 132
10.6 ALTERYX 133
10.7 KAPSCH TRAFFICCOM 135
10.8 INRIX 138
10.9 INDRA SISTEMAS 140
10.10 TRIMBLE 142
10.11 TOMTOM 144
10.12 ITERIS 146
10.13 CONDUENT 148
10.14 HITACHI 150
10.15 THALES GROUP 152
10.16 OMNITRACS 155
10.17 TECHVANTAGEE 155
10.18 CARTO 156
10.19 SYNTELIC 156
10.20 SMARTDRIVE SYSTEMS 157
10.21 ENVISTA 157
*Details on Business Overview, Products/ Solutions and Services Offered, Recent Developments, SWOT Analysis, and MnM View might not be captured in case of unlisted companies.

11 APPENDIX 158
11.1 INDUSTRY EXPERTS 158
11.2 DISCUSSION GUIDE 159
11.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 163
11.4 AVAILABLE CUSTOMIZATIONS 165
11.5 RELATED REPORTS 165
11.6 AUTHOR DETAILS 166



List of Figures



FIGURE 1 TRANSPORTATION ANALYTICS MARKET: RESEARCH DESIGN 24
FIGURE 2 TRANSPORTATION ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP
APPROACHES 28
FIGURE 3 TRANSPORTATION ANALYTICS MARKET, BY TYPE 32
FIGURE 4 TRANSPORTATION ANALYTICS MARKET, BY MODE(2019) 33
FIGURE 5 TRANSPORTATION ANALYTICS MARKET SNAPSHOT, BY REGION 33
FIGURE 6 INCREASING AWARENESS AND ADOPTION OF CONNECTED AND SMART TECHNOLOGIES IN THE TRANSPORTATION INFRASTRUCTURE AND RISING URBAN POPULATION ARE THE MAJOR FACTORS DRIVING THE GROWTH OF THE TRANSPORTATION ANALYTICS MARKET DURING THE FORECAST PERIOD 34
FIGURE 7 ROADWAYS MODE SEGMENT TO HOLD THE LARGEST MARKET
SIZE DURING FORECAST PERIOD 35
FIGURE 8 EUROPE TO HOLD THE HIGHEST MARKET SHARE IN 2019 35
FIGURE 9 TRANSPORTATION ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 36
FIGURE 10 PREDICTIVE ANALYTICS IS PROJECTED TO EXPAND AT HIGHEST CAGR DURING FORECAST PERIOD 43
FIGURE 11 WATERWAYS SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 48
FIGURE 12 ROAD TRAFFIC MANAGEMENT TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 50
FIGURE 13 RAIL TRAFFIC MANAGEMENT TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 53
FIGURE 14 AIR TRAFFIC MANAGEMENT SEGMENT TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 55
FIGURE 15 SHIP MONITORING SEGMENT TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 57
FIGURE 16 EUROPE TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 60
FIGURE 17 AFRICAN TRANSPORTATION ANALYTICS MARKET TO REGISTER THE HIGHEST CAGR AMONG ALL COUNTRIES DURING THE FORECAST PERIOD 61
FIGURE 18 ASIA PACIFIC TRANSPORTATION ANALYTICS MARKET TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 61
FIGURE 19 NORTH AMERICA: MARKET SNAPSHOT 63
FIGURE 20 EUROPE: MARKET SNAPSHOT 73
FIGURE 21 TRANSPORTATION ANALYTICS MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019 120
FIGURE 22 IBM: COMPANY SNAPSHOT 124
FIGURE 23 IBM: SWOT ANALYSIS 125
FIGURE 24 SIEMENS: COMPANY SNAPSHOT 127
FIGURE 25 CUBIC: COMPANY SNAPSHOT 129
FIGURE 26 CUBIC: SWOT ANALYSIS 131
FIGURE 27 ALTERYX: COMPANY SNAPSHOT 133
FIGURE 28 KAPSCH TRAFFICCOM: COMPANY SNAPSHOT 135
FIGURE 29 KAPSCH TRAFFICCOM: SWOT ANALYSIS: 137
FIGURE 30 INDRA SISTEMAS: COMPANY SNAPSHOT 140
FIGURE 31 TRIMBLE: COMPANY SNAPSHOT 142
FIGURE 32 TOMTOM: COMPANY SNAPSHOT 144
FIGURE 33 ITERIS: COMPANY SNAPSHOT 146
FIGURE 34 CONDUENT: COMPANY SNAPSHOT 148
FIGURE 35 HITACHI: COMPANY SNAPSHOT 150
FIGURE 36 THALES GROUP: COMPANY SNAPSHOT 152
FIGURE 37 THALES GROUP: SWOT ANALYSIS 154

 

List of Tables



TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2016–2018 22
TABLE 2 FACTOR ANALYSIS 29
TABLE 3 GLOBAL TRANSPORTATION ANALYTICS MARKET SIZE AND GROWTH RATE 2017–2024 (USD MILLION, Y-O-Y %) 32
TABLE 4 AUTONOMOUS VEHICLES: FUTURE LANDSCAPE, 2010–2060 39
TABLE 5 TRANSPORTATION ANALYTICS MARKET SIZE, BY TYPE, 2017–2024 (USD MILLION) 43
TABLE 6 DESCRIPTIVE ANALYTICS: TRANSPORTATION ANALYTICS MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 44
TABLE 7 PREDICTIVE ANALYTICS: TRANSPORTATION ANALYTICS MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 45
TABLE 8 PRESCRIPTIVE ANALYTICS: TRANSPORTATION ANALYTICS MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 46
TABLE 9 TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 49
TABLE 10 ROADWAYS: TRANSPORTATION ANALYTICS MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 50
TABLE 11 ROADWAYS: TRANSPORTATION ANALYTICS MARKET SIZE, BY APPLICATION 2017–2024 (USD MILLION) 51
TABLE 12 RAILWAYS: TRANSPORTATION ANALYTICS MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 52
TABLE 13 RAILWAYS: TRANSPORTATION ANALYTICS MARKET SIZE, BY APPLICATION 2017–2024 (USD MILLION) 53
TABLE 14 AIRWAYS: TRANSPORTATION ANALYTICS MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 54
TABLE 15 AIRWAYS: TRANSPORTATION ANALYTICS MARKET SIZE, BY APPLICATION 2017–2024 (USD MILLION) 55
TABLE 16 WATERWAYS: TRANSPORTATION ANALYTICS MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 57
TABLE 17 WATERWAYS: TRANSPORTATION ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION) 58
TABLE 18 TRANSPORTATION ANALYTICS MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 62
TABLE 19 NORTH AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY TYPE 2017–2024 (USD MILLION) 63
TABLE 20 NORTH AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 64
TABLE 21 NORTH AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY, 2017–2024 (USD MILLION) 64
TABLE 22 NORTH AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY, 2017–2024 (USD MILLION) 65
TABLE 23 NORTH AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 65
TABLE 24 NORTH AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY, 2017–2024 (USD MILLION) 65
TABLE 25 NORTH AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION) 66
TABLE 26 UNITED STATES: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 67
TABLE 27 UNITED STATES: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY, 2017–2024 (USD MILLION) 67
TABLE 28 UNITED STATES: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 68
TABLE 29 UNITED STATES: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 68
TABLE 30 UNITED STATES: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY, 2017–2024 (USD MILLION) 68
TABLE 31 CANADA: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 69
TABLE 32 CANADA: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 70
TABLE 33 CANADA: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 70
TABLE 34 CANADA: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 70
TABLE 35 CANADA: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 71
TABLE 36 EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY TYPE 2017–2024 (USD MILLION) 73
TABLE 37 EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 74
TABLE 38 EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 74
TABLE 39 EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 75
TABLE 40 EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 75
TABLE 41 EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 75
TABLE 42 EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY COUNTRY 2017–2024 (USD MILLION) 76
TABLE 43 UNITED KINGDOM: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 77
TABLE 44 UNITED KINGDOM: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY, 2017–2024 (USD MILLION) 77
TABLE 45 UNITED KINGDOM: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY, 2017–2024 (USD MILLION) 77
TABLE 46 UNITED KINGDOM: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY, 2017–2024 (USD MILLION) 78
TABLE 47 UNITED KINGDOM: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY, 2017–2024 (USD MILLION) 78
TABLE 48 GERMANY: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 79
TABLE 49 GERMANY: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 80
TABLE 50 GERMANY: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 80
TABLE 51 GERMANY: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 80
TABLE 52 GERMANY: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 81
TABLE 53 FRANCE: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 82
TABLE 54 FRANCE TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 82
TABLE 55 FRANCE: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 82
TABLE 56 FRANCE: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 83
TABLE 57 FRANCE: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 83
TABLE 58 SPAIN: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 84
TABLE 59 SPAIN: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 84
TABLE 60 SPAIN: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 85
TABLE 61 SPAIN: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 85
TABLE 62 SPAIN: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 85
TABLE 63 REST OF EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 86
TABLE 64 REST OF EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY, 2017–2024 (USD MILLION) 87
TABLE 65 REST OF EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY, 2017–2024 (USD MILLION) 87
TABLE 66 REST OF EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 87
TABLE 67 REST OF EUROPE: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY, 2017–2024 (USD MILLION) 88
TABLE 68 ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY TYPE 2017–2024 (USD MILLION) 89
TABLE 69 ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 89
TABLE 70 ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 89
TABLE 71 ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 90
TABLE 72 ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 90
TABLE 73 ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 91
TABLE 74 ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY COUNTRY 2017–2024 (USD MILLION) 91
TABLE 75 CHINA: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 92
TABLE 76 CHINA: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 93
TABLE 77 CHINA: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 93
TABLE 78 CHINA: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 93
TABLE 79 CHINA: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 94
TABLE 80 AUSTRALIA: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 94
TABLE 81 AUSTRALIA: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 95
TABLE 82 AUSTRALIA: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 95
TABLE 83 AUSTRALIA: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 96
TABLE 84 AUSTRALIA: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 96
TABLE 85 SINGAPORE: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 97
TABLE 86 SINGAPORE: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 97
TABLE 87 SINGAPORE: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 97
TABLE 88 SINGAPORE: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 98
TABLE 89 SINGAPORE: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 98
TABLE 90 JAPAN: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 99
TABLE 91 JAPAN: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 99
TABLE 92 JAPAN: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 100
TABLE 93 JAPAN: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 100
TABLE 94 JAPAN: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 100
TABLE 95 REST OF ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE BY MODE, 2017–2024 (USD MILLION) 101
TABLE 96 REST OF ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY, 2017–2024 (USD MILLION) 101
TABLE 97 REST OF ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY, 2017–2024 (USD MILLION) 102
TABLE 98 REST OF ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY, 2017–2024 (USD MILLION) 102
TABLE 99 REST OF ASIA PACIFIC: TRANSPORTATION ANALYTICS MARKET SIZE BY WATERWAY, 2017–2024 (USD MILLION) 102
TABLE 100 MIDDLE EAST AND AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE BY TYPE, 2017–2024 (USD MILLION) 103
TABLE 101 MIDDLE EAST AND AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE BY MODE, 2017–2024 (USD MILLION) 104
TABLE 102 MIDDLE EAST AND AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE BY ROADWAY, 2017–2024 (USD MILLION) 104
TABLE 103 MIDDLE EAST AND AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE BY RAILWAY 2017–2024 (USD MILLION) 104
TABLE 104 MIDDLE EAST AND AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE BY AIRWAY, 2017–2024 (USD MILLION) 105
TABLE 105 MIDDLE EAST AND AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE BY WATERWAY, 2017–2024 (USD MILLION) 105
TABLE 106 MIDDLE EAST AND AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE BY COUNTRY, 2017–2024 (USD MILLION) 106
TABLE 107 MIDDLE EAST: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 106
TABLE 108 MIDDLE EAST: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 107
TABLE 109 MIDDLE EAST: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 107
TABLE 110 MIDDLE EAST: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 108
TABLE 111 MIDDLE EAST: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY
2017–2024 (USD MILLION) 108
TABLE 112 AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 109
TABLE 113 AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 109
TABLE 114 AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 109
TABLE 115 AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 110
TABLE 116 AFRICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 110
TABLE 117 LATIN AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY TYPE 2017–2024 (USD MILLION) 111
TABLE 118 LATIN AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 111
TABLE 119 LATIN AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY, 2017–2024 (USD MILLION) 112
TABLE 120 LATIN AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 112
TABLE 121 LATIN AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 112
TABLE 122 LATIN AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY, 2017–2024 (USD MILLION) 113
TABLE 123 LATIN AMERICA: TRANSPORTATION ANALYTICS MARKET SIZE, BY COUNTRY 2017–2024 (USD MILLION) 113
TABLE 124 BRAZIL: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 114
TABLE 125 BRAZIL: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 114
TABLE 126 BRAZIL: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 115
TABLE 127 BRAZIL: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 115
TABLE 128 BRAZIL: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 116
TABLE 129 MEXICO: TRANSPORTATION ANALYTICS MARKET SIZE, BY MODE 2017–2024 (USD MILLION) 116
TABLE 130 MEXICO: TRANSPORTATION ANALYTICS MARKET SIZE, BY ROADWAY 2017–2024 (USD MILLION) 117
TABLE 131 MEXICO: TRANSPORTATION ANALYTICS MARKET SIZE, BY RAILWAY 2017–2024 (USD MILLION) 117
TABLE 132 MEXICO: TRANSPORTATION ANALYTICS MARKET SIZE, BY AIRWAY 2017–2024 (USD MILLION) 118
TABLE 133 MEXICO: TRANSPORTATION ANALYTICS MARKET SIZE, BY WATERWAY 2017–2024 (USD MILLION) 118