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市場調查報告書

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1422658

運輸分析市場 - 按組件（解決方案、服務）、按類型（描述性分析、預測性分析、規範性分析）、按部署模型（本地、雲端）、按運輸方式、按應用和預測，2024 年至2032 年

Transportation Analytics Market - By Component (Solution, Services), By Type (Descriptive Analytics, Predictive Analytics, Prescriptive Analytics), By Deployment Model (On-premises, Cloud), By Mode of Transport, By Application & Forecast, 2024 - 2032

出版日期: 2023年12月20日 | 出版商:

Global Market Insights Inc. | 英文 200 Pages | 商品交期: 2-3個工作天內

價格

簡介目錄圖表

隨著城市化進程的加劇以及對永續和高效交通系統的需求變得至關重要，交通分析市場預計在 2024 年和 2032 年期間CAGR將超過 18%。交通網路產生的資料量不斷增加，加上智慧城市的興起，需要複雜的分析解決方案來最佳化交通流量、增強安全性並減少擁塞。

此外，物聯網（IoT）和人工智慧（AI）等先進技術在交通系統中的整合正在為預測分析帶來新的可能性，使利害關係人能夠做出數據驅動的決策。 2023年11月，愛立信推出了一款新的雲端原生傳輸控制器，該控制器使用人工智慧和機器學習來最大限度地提高行動傳輸網路效率。

運輸分析市場根據組件、類型、部署模型、運輸方式、應用程式和區域進行分類。

預計到 2032 年，服務領域將大幅成長，因為它們涵蓋一系列產品，包括資料管理、預測建模和即時監控。隨著組織認知到從大量資料集中提取可行見解的重要性，對這些服務的需求正在增加。服務提供者準備在協助企業和政府最佳化營運、提高安全性並最終提供增強的用戶體驗方面發揮關鍵作用。

到 2032 年，本地部署模型部分將在市場上產生大量收入，因為它提供量身定做的安全解決方案。它迎合具有特定監管或安全要求的組織。隨著資料隱私問題的不斷加劇，本地模型越來越受歡迎，讓利害關係人相信他們的敏感交通資料是在自己的基礎設施內管理的。

由於該地區在城市規劃和交通基礎設施方面採取積極主動的做法，歐洲交通分析產業規模預計將在預測期內大幅擴大。歐洲國家正在大力投資智慧城市計劃，推動交通分析解決方案的採用，以增強流動性、減少環境影響並確保交通網路的高效運作。隨著監管框架的發展以支持創新，歐洲預計將保持其作為市場參與者利潤豐厚途徑的地位。

產業生態系統分析
- 解決方案提供者
- 服務提供者
- 技術提供者
- 系統整合商
- 最終用戶
供應商格局
- 解決方案提供者
- 服務提供者
- 技術提供者
- 系統整合商
- 最終用戶
利潤率
技術與創新格局
專利分析
重要新聞和舉措
- 夥伴關係/協作
- 併購
- 投資
- 產品發布與創新
監管環境
衝擊力
- 成長動力
  - 都市化加劇和交通堵塞
  - 智慧城市舉措和互聯交通的興起
  - 人工智慧和機器學習的日益普及
  - 更加重視安全和效率的提高
- 產業陷阱與挑戰
  - 資料整合和安全問題
成長潛力分析
波特的分析
PESTEL分析

第 4 章：競爭格局

介紹
公司市佔率
主要市場參與者的競爭分析
- Siemens Mobility
- IBM Corporation
- SAP SE
- Trimble Inc.
- SAS Institute Inc.
- Cubic Corporation
- TomTom NV
競爭定位矩陣
戰略展望矩陣

第 5 章：交通分析市場估計與預測：按組成部分

主要動向：按組件
解決方案
服務

第 6 章：交通分析市場估計與預測：按類型

主要動向：依類型
描述性分析
預測分析
規範性分析

第 7 章：交通分析市場估計與預測：按部署模型

主要動向：依部署模型
本地
雲

第 8 章：運輸分析市場估計與預測：依運輸方式

主要動向：依運輸方式
道路
鐵路
航空
水路

第 9 章：交通分析市場估計與預測：按應用

主要動向：按應用
交通管理
物流管理
安全與風險管理
其他

第 10 章：交通分析市場估計與預測：按地區

主要動向：按地區
北美洲
- 美國
- 加拿大
歐洲
- 英國
- 德國
- 法國
- 義大利
- 西班牙
- 俄羅斯
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 東南亞
- 澳新銀行
拉丁美洲
- 巴西
- 墨西哥
- 阿根廷
MEA
- 阿拉伯聯合大公國
- 沙烏地阿拉伯
- 南非

第 11 章：公司簡介

Alpega Group
Cellint
Conduent Incorporated
Cubic Corporation
Geotab
HERE Technologies
IBM Corporation
Inrix Inc.
Iteris, Inc.
Kapsch TrafficCom AG
PTV group
SAP SE
SAS Institute Inc.
Siemens Mobility
Syntelic Solutions Corporation
Teletrac Navman Group
TomTom NV
TransCore LP
Trimble Inc.
Veritec Solutions

簡介目錄圖表

Product Code: 7718

The transportation analytics market is anticipated to record more than 18% CAGR during 2024 and 2032 as urbanization intensifies and the need for sustainable & efficient transportation systems becomes paramount. The increasing volume of data generated by transportation networks, coupled with the rise of smart cities, demands sophisticated analytics solutions to optimize traffic flow, enhance safety, and reduce congestion.

Furthermore, the integration of advanced technologies such as Internet of Things (IoT) and artificial intelligence (AI) in transportation systems is unlocking new possibilities for predictive analytics, empowering stakeholders to make data-driven decisions. In November 2023, Ericsson launched a new cloud-native transport controller that uses AI and ML for maximizing mobile transport network efficiency.

Transportation analytics market is classified based on component, type, deployment model, mode of transport, application, and region.

The services segment is predicted to witness substantial growth through 2032 as they encompass a spectrum of offerings, including data management, predictive modeling, and real-time monitoring. The demand for these services is escalating as organizations recognize the importance of extracting actionable insights from vast datasets. Service providers are poised to play a critical role in assisting businesses and governments in optimizing their operations, improving safety, and ultimately delivering enhanced user experiences.

The on-premise deployment model segment will generate massive revenue in the market by 2032 as it offers tailored and secure solution. It caters to organizations with specific regulatory or security requirements. As data privacy concerns continue to rise, the on-premise model gains traction, providing stakeholders with the confidence that their sensitive transportation data is managed within their own infrastructure.

Europe transportation analytics industry size is expected to expand significantly over the forecast period owing to the region's proactive approach towards urban planning and transportation infrastructure. European countries are investing significantly in smart city initiatives, driving the adoption of transportation analytics solutions to enhance mobility, reduce environmental impact, and ensure the efficient operation of transportation networks. As regulatory frameworks evolve to support innovation, Europe is expected to maintain its position as a lucrative avenue for market players.

Chapter 1 Methodology & Scope

1.1 Market scope & definition
1.2 Base estimates & calculations
1.3 Forecast calculation
1.4 Data sources
- 1.4.1 Primary
- 1.4.2 Secondary
  - 1.4.2.1 Paid sources
  - 1.4.2.2 Public sources

Chapter 2 Executive Summary

2.1 Transportation analytics market 360 degree synopsis, 2018 - 2032
2.2 Business trends
- 2.2.1 Total Addressable Market (TAM), 2024 - 2032
2.3 Regional trends
2.4 Component trends
2.5 Type trends
2.6 Deployment model trends
2.7 Mode of transport trends
2.8 Application trends

Chapter 3 Transportation Analytics Industry Insights

3.1 Industry ecosystem analysis
- 3.1.1 Solution providers
- 3.1.2 Servies providers
- 3.1.3 Technology providers
- 3.1.4 System integrators
- 3.1.5 End-user
3.2 Supplier landscape
- 3.2.1 Solution providers
- 3.2.2 Servies providers
- 3.2.3 Technology providers
- 3.2.4 System integrators
- 3.2.5 End-user
3.3 Profit margin
3.4 Technology & innovation landscape
3.5 Patent analysis
3.6 Key news and initiatives
- 3.6.1 Partnership/Collaboration
- 3.6.2 Merger/Acquisition
- 3.6.3 Investment
- 3.6.4 Product launch & innovation
3.7 Regulatory landscape
3.8 Impact forces
- 3.8.1 Growth drivers
  - 3.8.1.1 Increasing urbanization and traffic congestion
  - 3.8.1.2 Rise in smart city initiatives and connected transportation
  - 3.8.1.3 Growing adoption of AI and machine learning
  - 3.8.1.4 Increasing focus on safety and efficiency improvement
- 3.8.2 Industry pitfalls & challenges
  - 3.8.2.1 Data integration and security concerns
3.9 Growth potential analysis
3.10 Porter's analysis
3.11 PESTEL analysis

Chapter 4 Competitive Landscape, 2023

4.1 Introduction
4.2 Company market share, 2023
4.3 Competitive analysis of major market players, 2023
- 4.3.1 Siemens Mobility
- 4.3.2 IBM Corporation
- 4.3.3 SAP SE
- 4.3.4 Trimble Inc.
- 4.3.5 SAS Institute Inc.
- 4.3.6 Cubic Corporation
- 4.3.7 TomTom NV
4.4 Competitive positioning matrix, 2023
4.5 Strategic outlook matrix, 2023

Chapter 5 Transportation Analytics Market Estimates & Forecast, By Component (Revenue)

5.1 Key trends, by component
5.2 solution
5.3 Services

Chapter 6 Transportation Analytics Market Estimates & Forecast, By Type (Revenue)

6.1 Key trends, by type
6.2 Descriptive analytics
6.3 Predictive analytics
6.4 Prescriptive analytics

Chapter 7 Transportation Analytics Market Estimates & Forecast, By Deployment Model (Revenue)

7.1 Key trends, by deployment model
7.2 On-premises
7.3 Cloud

Chapter 8 Transportation Analytics Market Estimates & Forecast, By Mode of Transport (Revenue)

8.1 Key trends, by mode of transport
8.2 Roadways
8.3 Railways
8.4 Airways
8.5 Waterways

Chapter 9 Transportation Analytics Market Estimates & Forecast, By Application (Revenue)

9.1 Key trends, by application
9.2 Traffic Management
9.3 Logistic Management
9.4 Safety and Risk Management
9.5 Others

Chapter 10 Transportation Analytics Market Estimates & Forecast, By Region (Revenue)

10.1 Key trends, by region
10.2 North America
- 10.2.1 U.S.
- 10.2.2 Canada
10.3 Europe
- 10.3.1 UK
- 10.3.2 Germany
- 10.3.3 France
- 10.3.4 Italy
- 10.3.5 Spain
- 10.3.6 Russia
10.4 Asia Pacific
- 10.4.1 China
- 10.4.2 India
- 10.4.3 Japan
- 10.4.4 South Korea
- 10.4.5 Southeast Asia
- 10.4.6 ANZ
10.5 Latin America
- 10.5.1 Brazil
- 10.5.2 Mexico
- 10.5.3 Argentina
10.6 MEA
- 10.6.1 UAE
- 10.6.2 Saudi Arabia
- 10.6.3 South Africa

Chapter 11 Company Profiles

11.1 Alpega Group
11.2 Cellint
11.3 Conduent Incorporated
11.4 Cubic Corporation
11.5 Geotab
11.6 HERE Technologies
11.7 IBM Corporation
11.8 Inrix Inc.
11.9 Iteris, Inc.
11.10 Kapsch TrafficCom AG
11.11 PTV group
11.12 SAP SE
11.13 SAS Institute Inc.
11.14 Siemens Mobility
11.15 Syntelic Solutions Corporation
11.16 Teletrac Navman Group
11.17 TomTom NV
11.18 TransCore LP
11.19 Trimble Inc.
11.20 Veritec Solutions

簡介目錄圖表

Data Tables

TABLE 1 Global transportation analytics market 3600 synopsis, 2018-2032
TABLE 2 Transportation analytics market, 2018 - 2023,
TABLE 3 Transportation analytics market, 2024 - 2032,
TABLE 4 Transportation analytics TAM, 2024 - 2032
TABLE 5 Transportation analytics market, by region, 2018 - 2023 (USD Million)
TABLE 6 Transportation analytics market, by region, 2024 - 2032 (USD Million)
TABLE 7 Transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 8 Transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 9 Transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 10 Transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 11 Transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 12 Transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 13 Transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 14 Transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 15 Transportation analytics market, by application, 2018 - 2023 (USD Million)
TABLE 16 Transportation analytics market, by application, 2024 - 2032 (USD Million)
TABLE 17 Supplier Landscape
TABLE 18 Patent analysis
TABLE 19 Industry impact forces
TABLE 20 Company market share, 2023
TABLE 21 Competitive analysis of major market players, 2023
TABLE 22 Solution market, 2018 - 2023 (USD Million)
TABLE 23 Solution market, 2024 - 2032 (USD Million)
TABLE 24 Services market, 2018 - 2023 (USD Million)
TABLE 25 Services market, 2024 - 2032 (USD Million)
TABLE 26 Descriptive analytics market, 2018 - 2023 (USD Million)
TABLE 27 Descriptive analytics market, 2024 - 2032 (USD Million)
TABLE 28 Predictive analytics market, 2018 - 2023 (USD Million)
TABLE 29 Predictive analytics market, 2024 - 2032 (USD Million)
TABLE 30 Prescriptive analytics market, 2018 - 2023 (USD Million)
TABLE 31 Prescriptive analytics market, 2024 - 2032 (USD Million)
TABLE 32 On-premises market, 2018 - 2023 (USD Million)
TABLE 33 On-premises market, 2024 - 2032 (USD Million)
TABLE 34 Cloud market, 2018 - 2023 (USD Million)
TABLE 35 Cloud market, 2024 - 2032 (USD Million)
TABLE 36 Roadways market, 2018 - 2023 (USD Million)
TABLE 37 Roadways market, 2024 - 2032 (USD Million)
TABLE 38 Railways market, 2018 - 2023 (USD Million)
TABLE 39 Railways market, 2024 - 2032 (USD Million)
TABLE 40 Airways market, 2018 - 2023 (USD Million)
TABLE 41 Airways market, 2024 - 2032 (USD Million)
TABLE 42 Waterways market, 2018 - 2023 (USD Million)
TABLE 43 Waterways market, 2024 - 2032 (USD Million)
TABLE 44 Traffic management market, 2018 - 2023 (USD Million)
TABLE 45 Traffic management market, 2024 - 2032 (USD Million)
TABLE 46 Logistics management market, 2018 - 2023 (USD Million)
TABLE 47 Logistics management market, 2024 - 2032 (USD Million)
TABLE 48 Safety and risk management market, 2018 - 2023 (USD Million)
TABLE 49 Safety and risk market, 2024 - 2032 (USD Million)
TABLE 50 Others market, 2018 - 2023 (USD Million)
TABLE 51 Others market, 2024 - 2032 (USD Million)
TABLE 52 North America transportation analytics market, 2018 - 2023 (USD Million)
TABLE 53 North America transportation analytics market, 2024 - 2032 (USD Million)
TABLE 54 North America transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 55 North America transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 56 North America transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 57 North America transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 58 North America transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 59 North America transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 60 North America transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 61 North America transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 62 North America transportation analytics market, by application, 2018 - 2023 (USD Million)
TABLE 63 North America transportation analytics market, by application, 2024 - 2032 (USD Million)
TABLE 64 U.S. transportation analytics market, 2018 - 2023 (USD Million)
TABLE 65 U.S. transportation analytics market, 2024 - 2032 (USD Million)
TABLE 66 U.S. transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 67 U.S. transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 68 U.S. transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 69 U.S. transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 70 U.S. transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 71 U.S. transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 72 U.S. transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 73 U.S. transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 74 U.S. transportation analytics market, by application, 2018 - 2023 (USD Million)
TABLE 75 U.S. transportation analytics market, by application, 2024 - 2032 (USD Million)
TABLE 76 Canada transportation analytics market, 2018 - 2023 (USD Million)
TABLE 77 Canada transportation analytics market, 2024 - 2032 (USD Million)
TABLE 78 Canada transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 79 Canada transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 80 Canada transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 81 Canada transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 82 Canada transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 83 Canada transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 84 Canada transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 85 Canada transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 86 Canada transportation analytics market, by application, 2018 - 2023 (USD Million)
TABLE 87 Canada transportation analytics market, by application, 2024 - 2032 (USD Million)
TABLE 88 Europe transportation analytics market, 2018 - 2023 (USD Million)
TABLE 89 Europe transportation analytics market, 2024 - 2032 (USD Million)
TABLE 90 Europe transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 91 Europe transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 92 Europe transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 93 Europe transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 94 Europe transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 95 Europe transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 96 Europe transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 97 Europe transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 98 Europe transportation analytics market, by application, 2018 - 2023 (USD Million)
TABLE 99 Europe transportation analytics market, by application, 2024 - 2032 (USD Million)
TABLE 100 UK transportation analytics market, 2018 - 2023 (USD Million)
TABLE 101 UK transportation analytics market, 2024 - 2032 (USD Million)
TABLE 102 UK transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 103 UK transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 104 UK transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 105 UK transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 106 UK transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 107 UK transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 108 UK transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 109 UK transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 110 UK transportation analytics market, by application, 2018 - 2023 (USD Million)
TABLE 111 UK transportation analytics market, by application, 2024 - 2032 (USD Million)
TABLE 112 Germany transportation analytics market, 2018 - 2023 (USD Million)
TABLE 113 Germany transportation analytics market, 2024 - 2032 (USD Million)
TABLE 114 Germany transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 115 Germany transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 116 Germany transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 117 Germany transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 118 Germany transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 119 Germany transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 120 Germany transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 121 Germany transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 122 Germany transportation analytics market, by application, 2018 - 2023 (USD Million)
TABLE 123 Germany transportation analytics market, by application, 2024 - 2032 (USD Million)
TABLE 124 France transportation analytics market, 2018 - 2023 (USD Million)
TABLE 125 France transportation analytics market, 2024 - 2032 (USD Million)
TABLE 126 France transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 127 France transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 128 France transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 129 France transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 130 France transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 131 France transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 132 France transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 133 France transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 134 France transportation analytics market, by application, 2018 - 2023 (USD Million)
TABLE 135 France transportation analytics market, by application, 2024 - 2032 (USD Million)
TABLE 136 Italy transportation analytics market, 2018 - 2023 (USD Million)
TABLE 137 Italy transportation analytics market, 2024 - 2032 (USD Million)
TABLE 138 Italy transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 139 Italy transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 140 Italy transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 141 Italy transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 142 Italy transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 143 Italy transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 144 Italy transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 145 Italy transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 146 Italy transportation analytics market, by application, 2018 - 2023 (USD Million)
TABLE 147 Italy transportation analytics market, by application, 2024 - 2032 (USD Million)
TABLE 148 Spain transportation analytics market, 2018 - 2023 (USD Million)
TABLE 149 Spain transportation analytics market, 2024 - 2032 (USD Million)
TABLE 150 Spain transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 151 Spain transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 152 Spain transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 153 Spain transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 154 Sapin transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 155 Spain transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 156 Spain transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 157 Spain transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 158 Spain transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 159 Spain transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 160 Russia transportation analytics market, 2018 - 2023 (USD Million)
TABLE 161 Russia transportation analytics market, 2024 - 2032 (USD Million)
TABLE 162 Russia transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 163 Russia transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 164 Russia transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 165 Russia transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 166 Russia transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 167 Russia transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 168 Russia transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 169 Russia transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 170 Russia transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 171 Russia transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 172 Asia Pacific transportation analytics market, 2018 - 2023 (USD Million)
TABLE 173 Asia Pacific transportation analytics market, 2024 - 2032 (USD Million)
TABLE 174 Asia Pacific transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 175 Asia Pacific transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 176 Asia Pacific transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 177 Asia Pacific transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 178 Asia Pacific transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 179 Asia Pacific transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 180 Asia Pacific transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 181 Asia Pacific transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 182 Asia Pacific transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 183 Asia Pacific transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 184 China transportation analytics market, 2018 - 2023 (USD Million)
TABLE 185 China transportation analytics market, 2024 - 2032 (USD Million)
TABLE 186 China transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 187 China transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 188 China transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 189 China transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 190 China transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 191 China transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 192 China transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 193 China transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 194 China transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 195 China transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 196 India transportation analytics market, 2018 - 2023 (USD Million)
TABLE 197 India transportation analytics market, 2024 - 2032 (USD Million)
TABLE 198 India transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 199 India transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 200 India transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 201 India transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 202 India transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 203 India transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 204 India transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 205 India transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 206 India transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 207 India transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 208 Japan transportation analytics market, 2018 - 2023 (USD Million)
TABLE 209 Japan transportation analytics market, 2024 - 2032 (USD Million)
TABLE 210 Japan transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 211 Japan transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 212 Japan transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 213 Japan transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 214 Japan transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 215 Japan transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 216 Japan transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 217 Japan transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 218 Japan transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 219 Japan transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 220 South Korea transportation analytics market, 2018 - 2023 (USD Million)
TABLE 221 South Korea transportation analytics market, 2024 - 2032 (USD Million)
TABLE 222 South Korea transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 223 South Korea transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 224 South Korea transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 225 South Korea transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 226 South Korea transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 227 South Korea transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 228 South Korea transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 229 South Korea transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 230 South Korea transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 231 South Korea transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 232 Southeast Asia transportation analytics market, 2018 - 2023 (USD Million)
TABLE 233 Southeast Asia transportation analytics market, 2024 - 2032 (USD Million)
TABLE 234 Southeast Asia transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 235 Southeast Asia transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 236 Southeast Asia transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 237 Southeast Asia transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 238 Southeast Asia transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 239 Southeast Asia transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 240 Southeast Asia transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 241 Southeast Asia transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 242 Southeast Asia transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 243 Southeast Asia transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 244 ANZ transportation analytics market, 2018 - 2023 (USD Million)
TABLE 245 ANZ transportation analytics market, 2024 - 2032 (USD Million)
TABLE 246 ANZ transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 247 ANZ transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 248 ANZ transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 249 ANZ transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 250 ANZ transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 251 ANZ transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 252 ANZ transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 253 ANZ transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 254 ANZ transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 255 ANZ transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 256 Latin America transportation analytics market, 2018 - 2023 (USD Million)
TABLE 257 Latin America transportation analytics market, 2024 - 2032 (USD Million)
TABLE 258 Latin America transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 259 Latin America transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 260 Latin America transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 261 Latin America transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 262 Latin America transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 263 Latin America transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 264 Latin America transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 265 Latin America transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 266 Latin America transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 267 Latin America transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 268 Brazil transportation analytics market, 2018 - 2023 (USD Million)
TABLE 269 Brazil transportation analytics market, 2024 - 2032 (USD Million)
TABLE 270 Brazil transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 271 Brazil transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 272 Brazil transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 273 Brazil transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 274 Brazil transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 275 Brazil transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 276 Brazil transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 277 Brazil transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 278 Brazil transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 279 Brazil transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 280 Mexico transportation analytics market, 2018 - 2023 (USD Million)
TABLE 281 Mexico transportation analytics market, 2024 - 2032 (USD Million)
TABLE 282 Mexico transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 283 Mexico transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 284 Mexico transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 285 Mexico transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 286 Mexico transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 287 Mexico transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 288 Mexico transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 289 Mexico transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 290 Mexico transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 291 Mexico transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 292 Argentina transportation analytics market, 2018 - 2023 (USD Million)
TABLE 293 Argentina transportation analytics market, 2024 - 2032 (USD Million)
TABLE 294 Argentina transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 295 Argentina transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 296 Argentina transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 297 Argentina transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 298 Argentina transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 299 Argentina transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 300 Argentina transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 301 Argentina transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 302 Argentina transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 303 Argentina transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 304 MEA transportation analytics market, 2018 - 2023 (USD Million)
TABLE 305 MEA transportation analytics market, 2024 - 2032 (USD Million)
TABLE 306 MEA transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 307 MEA transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 308 MEA transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 309 MEA transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 310 MEA transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 311 MEA transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 312 MEA transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 313 MEA transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 314 MEA transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 315 MEA transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 316 UAE transportation analytics market, 2018 - 2023 (USD Million)
TABLE 317 UAE transportation analytics market, 2024 - 2032 (USD Million)
TABLE 318 UAE transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 319 UAE transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 320 UAE transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 321 UAE transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 322 UAE transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 323 UAE transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 324 UAE transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 325 UAE transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 326 UAE transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 327 UAE transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 328 South Africa transportation analytics market, 2018 - 2023 (USD Million)
TABLE 329 South Africa transportation analytics market, 2024 - 2032 (USD Million)
TABLE 330 South Africa transportation analytics market, by component, 2018 - 2023 (USD Million)
TABLE 331 South Africa transportation analytics market, by component, 2024 - 2032 (USD Million)
TABLE 332 South Africa transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 333 South Africa transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 334 South Africa transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 335 South Africa transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 336 South Africa transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 337 South Africa transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 338 South Africa transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 339 South Africa transportation analytics market, by Application, 2024 - 2032 (USD Million)
TABLE 340 Saudi Arabia transportation analytics market, 2018 - 2023 (USD Million)
TABLE 341 Saudi Arabia transportation analytics market, 2024 - 2032 (USD Million)
TABLE 342 Saudi Arabia transportation analytics market, by type, 2018 - 2023 (USD Million)
TABLE 343 Saudi Arabia transportation analytics market, by type, 2024 - 2032 (USD Million)
TABLE 344 Saudi Arabia transportation analytics market, by deployment model, 2018 - 2023 (USD Million)
TABLE 345 Saudi Arabia transportation analytics market, by deployment model, 2024 - 2032 (USD Million)
TABLE 346 Saudi Arabia transportation analytics market, by mode of transport, 2018 - 2023 (USD Million)
TABLE 347 Saudi Arabia transportation analytics market, by mode of transport, 2024 - 2032 (USD Million)
TABLE 348 Saudi Arabia transportation analytics market, by Application, 2018 - 2023 (USD Million)
TABLE 349 Saudi Arabia transportation analytics market, by Application, 2024 - 2032 (USD Million)