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交通分析の市場規模、シェア、動向分析レポート：タイプ別、展開別、用途別、地域別、セグメント予測、2023年～2030年

Transportation Analytics Market Size, Share & Trends Analysis Report By Type (Descriptive, Predictive, Prescriptive), By Deployment (On-premise, Cloud, Hybrid), By Application, By Region, And Segment Forecasts, 2023 - 2030
出版日: | 発行: Grand View Research | ページ情報: 英文 109 Pages | 納期: 2～10営業日

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交通分析の市場規模、シェア、動向分析レポート：タイプ別、展開別、用途別、地域別、セグメント予測、2023年～2030年
出版日: 2023年11月22日
発行: Grand View Research
ページ情報: 英文 109 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

交通分析市場の動向と成長

Grand View Research, Inc.の最新調査によると、交通分析の世界市場規模は、2023年から2030年にかけて21.6％のCAGRで推移し、2030年には430億米ドルに達すると予測されています。世界中の交通セクターにおける政府の支出の増加と、都市化に対するスマートシティの成長が、市場成長を促進する主な原動力となっています。さらに、ビッグデータの消費者化、人工知能と機械学習による分析技術の進歩は、運輸業界における分析の有用性を後押しします。そのほか、分析新興企業の買収、合併や提携、主要業界企業による分析の技術強化のための研究開発投資が市場成長を後押しします。

チェコ共和国交通研究センターが発表した報告書によると、2018年には世界中に約5億台の監視カメラがあり、1週間に150億ギガバイトのデータを生成しています。この数は2年ごとに倍増し、公共交通機関の状況を改善・合理化するために保存・分析されることになります。データ収集とその分析の可能性は、世界中でインテリジェント交通システムの応用が進むことによっても活用されると思われます。さらに、車両内センシング・プラットフォームや都市センシング・プラットフォームなどのセンシング・プラットフォームから収集されたデータは、アクセスやモビリティ、経済発展、環境の持続可能性など、高度道路交通システム（ITS）の主な目的の達成に役立ちます。これらすべての先行要因が、予測期間中の市場成長を後押しすると思われます。

自動車業界の推計によると、2015年には世界中で約13億台の自動車が道路を走っており、新興経済諸国における経済成長に伴い、その数は2040年までに20億台以上に増加すると予想されています。新しい道路やバイパスを開発しても、世界中の都市部で増え続ける交通量には対応できないです。しかし、新しい交通分析ソリューションと人工知能（AI）の助けを借りた通信技術を組み合わせることで、大量の交通データをリアルタイムで分析し、増加する車両に対処することができます。このような交通・通信分野全体の新興国市場の開拓は、予測期間中の交通分析ソリューション市場の成長を促進すると思われます。

交通分析市場レポートハイライト

  • 交通分析の処方型は予測期間中に急成長しそう。AIやMLなどの先進技術の登場、IoTの登場が同分野の成長を後押ししそうです。主要ベンダーの中では、オラクルの分析・クラウド・プラットフォームが、プラットフォーム内で予測分析ソフトウェアを提供しており、開発者が様々なデータタイプをマイニングし、データの動きを破壊し、実用的な洞察を提供するのに役立っています。
  • クラウド展開は、2022年に分析の展開に最も好まれた方法であり、今後8年間で急速に成長すると予測されています。クラウドコンピューティング技術とSaaS、PaaS、IaaSなどのサービスの成長が、このセグメントの成長を促進すると思われます。
  • 計画・保守管理アプリケーションは、予測期間中最も急成長する分野と予想されます。ダウンタイムの削減、資産の異常監視、費用対効果の高い保守・修理、分析による動向とイベント予測などが、このセグメントの成長を促進する主な要因です。
  • アジア太平洋地域は、日本、中国、韓国、オーストラリア、台湾などの国々が取り組んでいるスマート交通と交通管理の取り組みにより、2023年から2030年にかけて最も高いCAGRで拡大すると予想されています。例えば、中国の近代的総合交通システム5ヵ年計画には、スマート都市交通決済、統合モバイル決済ソリューション、モバイルアプリ、シェアードモビリティ、交通ビッグデータ活用などが含まれます。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 交通分析市場の変数、動向、範囲

  • 市場系統の見通し
    • 親市場の見通し
    • 関連/付随市場の見通し
  • 普及と成長の見通しマッピング
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
  • 交通分析市場分析ツール
    • 業界分析- ポーターのファイブフォース分析
    • PESTEL分析

第4章 交通分析市場：タイプの推定・動向分析

  • 交通分析市場：主要ポイント
  • 交通分析市場：タイプの動きと市場シェアの分析、2022年および2030年
  • 記述的
    • 記述的市場推計・予測、2017年～2030年
  • 予測的
    • 予測的市場推計・予測、2017年～2030年
  • 規範的
    • 規範的市場推計・予測、2017年～2030年

第5章 交通分析市場：導入推定・動向分析

  • 交通分析市場：主要ポイント
  • 交通分析市場：導入動向と市場シェア分析、2022年および2030年
  • クラウド
    • クラウド市場推計・予測、2017年～2030年
  • オンプレミス
    • オンプレミス市場推計・予測、2017年～2030年
  • ハイブリッド
    • ハイブリッド市場推計・予測、2017年～2030年

第6章 交通分析市場：用途の推定・動向分析

  • 交通分析市場：主要ポイント
  • 交通分析市場：用途の動きと市場シェアの分析、2022年と2030年
  • 交通管理
    • 交通管理市場推計・予測、2017年～2030年
  • 物流管理
    • 物流管理市場推計・予測、2017年～2030年
  • 計画・メンテナンス
    • 計画・メンテナンス市場推計・予測、2017年～2030年
  • その他
    • その他の市場推計・予測、2017年～2030年

第7章 交通分析市場：地域推定・動向分析

  • 地域別の見通し
  • 地域別の交通分析市場：主要ポイント
  • 北米
    • 市場推計・予測、2017年～2030年
    • 米国
    • カナダ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 日本
    • 中国
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • ブラジル
    • メキシコ
  • 中東・アフリカ
    • 南アフリカ
    • サウジアラビア
    • アラブ首長国連邦

第8章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • 市場参入企業の分類
    • IBM Corporation
    • Sisense Ltd.
    • Oracle
    • Cubic Corporation
    • INRIX
    • Cellint
    • Alteryx
    • Hitachi, Ltd.
    • SmartDrive Systems, Inc.
    • Omnitracs
図表

List of Tables

  • Table 1 List of abbreviations
  • Table 2 North America transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 3 North America transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 4 North America transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 5 North America transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 6 U.S. transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 7 U.S. transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 8 U.S. transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 9 Canada transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 10 Canada transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 11 Canada transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 12 Europe transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 13 Europe transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 14 Europe transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 15 Europe transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 16 Germany transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 17 Germany transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 18 Germany transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 19 UK transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 20 UK transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 21 UK transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 22 France transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 23 France transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 24 France transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 25 Asia Pacific transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 26 Asia Pacific transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 27 Asia Pacific transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 28 Asia Pacific transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 29 Japan transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 30 Japan transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 31 Japan transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 32 China transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 33 China transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 34 China transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 35 India transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 36 India transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 37 India transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 38 Australia transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 39 Australia transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 40 Australia transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 41 South Korea transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 42 South Korea transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 43 South Korea transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 44 Latin America transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 45 Latin America transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 46 Latin America transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 47 Latin America transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 48 Brazil transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 49 Brazil transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 50 Brazil transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 51 Mexico transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 52 Mexico transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 53 Mexico transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 54 Middle East and Africa transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 55 Middle East and Africa transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 56 Middle East and Africa transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 57 Middle East and Africa transportation analytics market, by region 2017 - 2030 (USD Million)
  • Table 58 South Africa transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 59 South Africa transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 60 South Africa transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 61 Saudi Arabia transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 62 Saudi Arabia transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 63 Saudi Arabia transportation analytics market, by application 2017 - 2030 (USD Million)
  • Table 64 UAE transportation analytics market, by type 2017 - 2030 (USD Million)
  • Table 65 UAE transportation analytics market, by deployment 2017 - 2030 (USD Million)
  • Table 66 UAE transportation analytics market, by application 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Market research process
  • Fig. 2 Data triangulation techniques
  • Fig. 3 Primary research pattern
  • Fig. 4 Market research approaches
  • Fig. 5 Value-chain-based sizing & forecasting
  • Fig. 6 QFD modeling for market share assessment
  • Fig. 7 Market formulation & validation
  • Fig. 8 Transportation analytics: Market outlook
  • Fig. 9 Transportation analytics: Competitive insights
  • Fig. 10 Parent market outlook
  • Fig. 11 Related/ancillary market outlook
  • Fig. 12 Penetration and growth prospect mapping
  • Fig. 13 Industry value chain analysis
  • Fig. 14 Transportation analytics market driver impact
  • Fig. 15 Transportation analytics market restraint impact
  • Fig. 16 Transportation analytics market strategic initiatives analysis
  • Fig. 17 Transportation analytics market: Type movement analysis
  • Fig. 18 Transportation analytics market: Type outlook and key takeaways
  • Fig. 19 Descriptive market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 20 Predictive market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 21 Prescriptive market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 22 Transportation analytics market: Deployment movement analysis
  • Fig. 23 Transportation analytics market: Deployment outlook and key takeaways
  • Fig. 24 On-premise market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 25 Cloud market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 26 Hybrid market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 27 Transportation analytics market: Application movement analysis
  • Fig. 28 Transportation analytics market: Application outlook and key takeaways
  • Fig. 29 Traffic management market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 30 Logistics management market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 31 Planning & Maintenance market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 32 Others market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 33 Global transportation analytics market: Regional movement analysis
  • Fig. 34 Global transportation analytics market: Regional outlook and key takeaways
  • Fig. 35 North America market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 36 U.S. market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 37 Canada market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 38 Europe market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 39 UK market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 40 Germany market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 41 France market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 42 Asia Pacific market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 43 Japan market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 44 China market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 45 India market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 46 Australia market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 47 South Korea market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 48 Latin America market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 49 Brazil market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 50 Mexico market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 51 Middle East and Africa market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 52 Saudi Arabia market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 53 South Africa market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 54 UAE market estimates and forecasts, 2017 - 2030 (USD Million)
目次
Product Code: GVR-4-68038-241-9

Transportation Analytics Market Trends & Growth

The global transportation analytics market size is expected to reach USD 43.0 billion by 2030, registering at a CAGR of 21.6% from 2023 to 2030, according to a new study conducted by Grand View Research, Inc. Increasing expenditure of governments in transportation sector across the world and the growth of smart cities vis-a-vis urbanization are the major driving forces fostering the market growth. Moreover, consumerization of big data, advancements in analytics technology owing to artificial intelligence and machine learning will aid the utility of analytics in the transportation industry. Besides, acquisition of analytics startups, mergers and collaboration, and research and development investment in technology enhancement of analytics by major industry players will boost the market growth.

As per the published report by Transport Research Centre of Czech Republic, in 2018 there are around 500 million surveillance cameras across the world, generating 15 billion gigabytes of data per week. This number will double every two years, which will be stored and analyzed for improving and streamlining the public transport situation. The potential of data collection and its analysis will also be harnessed through growing application of intelligent transport systems across the world. Moreover, the data collected from the sensing platforms such as intra vehicular and urban sensing platform will help in achieving the primary aim of Intelligent Transport Systems (ITS) such as access and mobility, economic development, and environmental sustainability. All the precedent factors will help boost the market growth over the forecast period.

As per automobile industry estimates, in 2015 there were around 1.3 billion vehicles plying on the road worldwide and with growing economy in developing regions, the number is expected to rise over 2 billion by 2040. The development of new roads and bypasses will not suffice the ever increasing traffic level loads in urban areas across the globe. However, with the combination of new transport analytics solutions and communications technology with the aid of Artificial Intelligence (AI), large amount of traffic data can be analyzed in real time to cope the growing number of vehicles. Such developments across the transportation and communication sector will propel growth of the market for transportation analytics solutions over the forecast period.

Transportation Analytics Market Report Highlights:

  • The prescriptive type of transportation analytics is likely to grow at rapid rate over the forecast period. Emergence of advanced technologies such as AI and ML, and advent of IoT is likely to boost the segment growth. Among major vendors, Oracle's Analytics cloud platform offers predictive analytics software within the platform, which helps developers to mine various data types, destroy the movement of data, and deliver actionable insights
  • The cloud deployment was the most preferred way for deployment of the analytics in 2022 and is anticipated to grow rapidly over the next eight years. Growth in cloud computing technology and its services such as SaaS, PaaS, and IaaS will foster the segment growth
  • The planning and maintenance management application is anticipated to be the fastest growing segment over the forecast period. Reduction in downtime, monitoring assets for anomalies, cost effective servicing and repairs, trends and forecasting events through analytics are some of the major factors that are likely to drive the segment growth
  • Asia Pacific is expected to expand at the highest CAGR from 2023 to 2030 owing to smart transportation and traffic management initiativesundertaken by countries such asJapan, China, South Korea, Australia, and Taiwan. For instance, China's 5 year plan for modern comprehensive transportation system will include SMART urban transportation management, integrated mobile payment solutions, mobile apps, shared mobility, and the use of big data in transport

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
    • 1.1.1. Type
    • 1.1.2. Deployment
    • 1.1.3. Application
    • 1.1.4. Regional scope
    • 1.1.5. Estimates and forecast timeline
  • 1.2. Research Methodology
  • 1.3. Information Procurement
    • 1.3.1. Purchased database
    • 1.3.2. GVR's internal database
    • 1.3.3. Secondary route of administrations
    • 1.3.4. Primary research
    • 1.3.5. Details of primary research
  • 1.4. Information or Data Analysis
  • 1.5. Market Formulation & Validation
  • 1.6. Model Details
  • 1.7. List of Secondary Sources
  • 1.8. List of Primary Sources
  • 1.9. Objectives

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
    • 2.2.1. Type
    • 2.2.2. Deployment
    • 2.2.3. Application
    • 2.2.4. Regional outlook
  • 2.3. Competitive Insights

Chapter 3. Transportation Analytics Market Variables, Trends & Scope

  • 3.1. Market Lineage Outlook
    • 3.1.1. Parent market outlook
    • 3.1.2. Related/ancillary market outlook
  • 3.2. Penetration & Growth Prospect Mapping
  • 3.3. Market Dynamics
    • 3.3.1. Market driver analysis
    • 3.3.2. Market restraint analysis
  • 3.4. Transportation Analytics Market Analysis Tools
    • 3.4.1. Industry analysis - Porter's Five Forces
      • 3.4.1.1. Supplier power
      • 3.4.1.2. Buyer power
      • 3.4.1.3. Substitution threat
      • 3.4.1.4. Threat of new entrant
      • 3.4.1.5. Competitive rivalry
    • 3.4.2. PESTEL analysis
      • 3.4.2.1. Political landscape
      • 3.4.2.2. Technological landscape
      • 3.4.2.3. Economic landscape

Chapter 4. Transportation Analytics Market: Type Estimates & Trend Analysis

  • 4.1. Transportation Analytics Market: Key Takeaways
  • 4.2. Transportation Analytics Market: Type Movement & Market Share Analysis, 2022 & 2030
  • 4.3. Descriptive
    • 4.3.1. Descriptive market estimates and forecasts, 2017 to 2030 (USD Million)
  • 4.4. Predictive
    • 4.4.1. Predictive market estimates and forecasts, 2017 to 2030 (USD Million)
  • 4.5. Prescriptive
    • 4.5.1. Prescriptive market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 5. Transportation Analytics Market: Deployment Estimates & Trend Analysis

  • 5.1. Transportation Analytics Market: Key Takeaways
  • 5.2. Transportation Analytics Market: Deployment Movement & Market Share Analysis, 2022 & 2030
  • 5.3. Cloud
    • 5.3.1. Cloud market estimates and forecasts, 2017 to 2030 (USD Million)
  • 5.4. On-premise
    • 5.4.1. On-premise market estimates and forecasts, 2017 to 2030 (USD Million)
  • 5.5. Hybrid
    • 5.5.1. Hybrid market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 6. Transportation Analytics Market: Application Estimates & Trend Analysis

  • 6.1. Transportation Analytics Market: Key Takeaways
  • 6.2. Transportation Analytics Market: Application Movement & Market Share Analysis, 2022 & 2030
  • 6.3. Traffic management
    • 6.3.1. Traffic management market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.4. Logistics management
    • 6.4.1. Logistics management market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.5. Planning & maintenance
    • 6.5.1. Planning & maintenance market estimates and forecasts, 2017 to 2030 (USD Million)
  • 6.6. Others
    • 6.6.1. Others market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 7. Transportation Analytics Market: Regional Estimates & Trend Analysis

  • 7.1. Regional Outlook
  • 7.2. Transportation Analytics Market by Region: Key Takeaways
  • 7.3. North America
    • 7.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.3.2. U.S.
      • 7.3.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.3.3. Canada
      • 7.3.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
  • 7.4. Europe
    • 7.4.1. UK
      • 7.4.1.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.4.2. Germany
      • 7.4.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.4.3. France
      • 7.4.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
  • 7.5. Asia Pacific
    • 7.5.1. Japan
      • 7.5.1.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.5.2. China
      • 7.5.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.5.3. India
      • 7.5.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.5.4. Australia
      • 7.5.4.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.5.5. South Korea
      • 7.5.5.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
  • 7.6. Latin America
    • 7.6.1. Brazil
      • 7.6.1.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.6.2. Mexico
      • 7.6.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
  • 7.7. MEA
    • 7.7.1. South Africa
      • 7.7.1.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.7.2. Saudi Arabia
      • 7.7.2.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)
    • 7.7.3. UAE
      • 7.7.3.1. Market estimates and forecasts, 2017 - 2030 (Revenue, USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 8.2. Market Participant Categorization
    • 8.2.1. IBM Corporation
      • 8.2.1.1. Company overview
      • 8.2.1.2. Financial performance
      • 8.2.1.3. Product benchmarking
      • 8.2.1.4. Strategic initiatives
    • 8.2.2. Sisense Ltd.
      • 8.2.2.1. Company overview
      • 8.2.2.2. Financial performance
      • 8.2.2.3. Product benchmarking
      • 8.2.2.4. Strategic initiatives
    • 8.2.3. Oracle
      • 8.2.3.1. Company overview
      • 8.2.3.2. Financial performance
      • 8.2.3.3. Product benchmarking
      • 8.2.3.4. Strategic initiatives
    • 8.2.4. Cubic Corporation
      • 8.2.4.1. Company overview
      • 8.2.4.2. Financial performance
      • 8.2.4.3. Product benchmarking
      • 8.2.4.4. Strategic initiatives
    • 8.2.5. INRIX
      • 8.2.5.1. Company overview
      • 8.2.5.2. Financial performance
      • 8.2.5.3. Product benchmarking
      • 8.2.5.4. Strategic initiatives
    • 8.2.6. Cellint
      • 8.2.6.1. Company overview
      • 8.2.6.2. Financial performance
      • 8.2.6.3. Product benchmarking
      • 8.2.6.4. Strategic initiatives
      • 8.2.6.5.
    • 8.2.7. Alteryx
      • 8.2.7.1. Company overview
      • 8.2.7.2. Financial performance
      • 8.2.7.3. Product benchmarking
      • 8.2.7.4. Strategic initiatives
    • 8.2.8. Hitachi, Ltd.
      • 8.2.8.1. Company overview
      • 8.2.8.2. Financial performance
      • 8.2.8.3. Product benchmarking
      • 8.2.8.4. Strategic initiatives
    • 8.2.9. SmartDrive Systems, Inc.
      • 8.2.9.1. Company overview
      • 8.2.9.2. Financial performance
      • 8.2.9.3. Product benchmarking
      • 8.2.9.4. Strategic initiatives
    • 8.2.10. Omnitracs
      • 8.2.10.1. Company overview
      • 8.2.10.2. Financial performance
      • 8.2.10.3. Product benchmarking
      • 8.2.10.4. Strategic initiatives