Software & Services

Global Intelligent Transportation Systems (ITS) Market Analysis By Type, Application, Regions and Companies Forecast 2016-2027

Report Format PDF, PPT, Excel
No. of Pages 120
The latest study on Intelligent Transportation Systems (ITS) Market by Read Market Research provides a detailed summary and overview of the global market. The base year considered in this report is considered 2020 whereas information for 2021 is estimated and forecast from 2022 till 2027. The CAGR (Compound Annual Growth Rate) period of this report is 2021-2027. The Global Intelligent Transportation Systems (ITS) Market is valued at USD XX Million in the year 2020 and is estimated to grow at USD XX Million by the end of year 2027.The report will shed light on very important growth aspect of Intelligent Transportation Systems (ITS) and is a must have data for all the companies, investors, decision makers, top level executives and readers. The segmental analysis of the report provides detailed analysis on Revenue, Growth, Forecast By Region, Type and Applications for the period 2016-2027. The major vendors covered: Nuance Communications Iteris TomTom NV WS Atkins PLC Garmin International Inc Thales Group Hitachi EFKON AG Telenav Siemens AG Intelligent Transportation Systems (ITS) Market Analysis By Type Segment: Hardware Software Services Intelligent Transportation Systems (ITS) Market Analysis By Application Segment: Fleet Management and Asset Monitoring Intelligent Traffic Control Collision Avoidance Parking Management Passenger Information Management Ticketing Management Emergency Vehicle Notification Automotive Telematics Intelligent Transportation Systems (ITS) Market Analysis By Regions (Countries): The Intelligent Transportation Systems (ITS) Market has been thoroughly researched with the help of Primary and Secondary Research and has been validated by conduction interviews with industry experts across all the regions. As it is global study, we have included all the major regions. Bottom Up approach has been used to derive and define the market size and shares of regions. Regions such as U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc. has been taken into consideration while deriving the market size and shares of regions. Key Details of Regions and Countries of Intelligent Transportation Systems (ITS) Report: United States Europe China Japan Southeast Asia India Central & South America Key data provided: Market Size of Regions Market Share of Regions Compound Annual Growth Rate (CAGR) Historic Data From 2016-2020 Forecast Data From 2021-2027 Competitive Landscape of Intelligent Transportation Systems (ITS) Market: Intelligent Transportation Systems (ITS) market competitive landscape analysis sheds light on the current market structure by players. The report will help the readers to understand some most important questions of the global market. Key Questions Answered in Competitive Landscape- Detailed information about Key Top Competitors in the Global Intelligent Transportation Systems (ITS) Market What is the expected Market size and growth rate of the Intelligent Transportation Systems (ITS) market for the forecast period Where is the largest and fastest growing market for Intelligent Transportation Systems (ITS) market How does the market relate to the overall economy, demography and other similar markets What forces will shape the market going forward Can I include additional segmentation / market segmentation Intelligent Transportation Systems (ITS) market global report answers all these questions and many more. The study objectives are: To analyze and research the Intelligent Transportation Systems (ITS) Market status and future forecast. To present the key Intelligent Transportation Systems (ITS) Market analysis of companies and present revenue, market share, and recent development for key players. To split the breakdown data by regions, type, companies and applications To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints and risks. To identify significant trends, drivers, influence factors in global and regions To analyze competitive developments such as expansions, agreements and acquisitions in the market Frequently Asked Questions - FAQ: How big is the opportunity for the Intelligent Transportation Systems (ITS) market Which are the recent industry development that can be implemented to generate additional revenue streams Who are the major players operating in the Intelligent Transportation Systems (ITS) market Which companies are the front runners What are the major end-use industries of Intelligent Transportation Systems (ITS) market Feel free to contact us for Customisation, Request For Free Sample, Ask for discount
Table of Contents 1 Report Overview 1.1 Study Scope 1.2 Key Market Segments 1.3 Players Covered 1.4 Market Analysis by Type 1.4.1 Global Intelligent Transportation Systems (ITS) Market Size Growth Rate by Type (2016-2027) 1.4.2 Hardware 1.4.3 Software 1.4.4 Services 1.5 Market by Application 1.5.1 Global Intelligent Transportation Systems (ITS) Market Share by Application (2016-2027) 1.5.2 Fleet Management and Asset Monitoring 1.5.3 Intelligent Traffic Control 1.5.4 Collision Avoidance 1.5.5 Parking Management 1.5.6 Passenger Information Management 1.5.7 Ticketing Management 1.5.8 Emergency Vehicle Notification 1.5.9 Automotive Telematics 1.6 Study Objectives 1.7 Years Considered 2 Global Growth Trends 2.1 Intelligent Transportation Systems (ITS) Market Size 2.2 Intelligent Transportation Systems (ITS) Growth Trends by Regions 2.2.1 Intelligent Transportation Systems (ITS) Market Size by Regions (2016-2027) 2.2.2 Intelligent Transportation Systems (ITS) Market Share by Regions (2016-2020) 2.3 Industry Trends 2.3.1 Market Top Trends 2.3.2 Market Drivers 2.3.3 Market Opportunities 3 Market Share by Key Players 3.1 Intelligent Transportation Systems (ITS) Market Size by Manufacturers 3.1.1 Global Intelligent Transportation Systems (ITS) Revenue by Manufacturers (2016-2020) 3.1.2 Global Intelligent Transportation Systems (ITS) Revenue Market Share by Manufacturers (2016-2020) 3.1.3 Global Intelligent Transportation Systems (ITS) Market Concentration Ratio (CR5 and HHI) 3.2 Intelligent Transportation Systems (ITS) Key Players Head office and Area Served 3.3 Key Players Intelligent Transportation Systems (ITS) Product/Solution/Service 3.4 Date of Enter into Intelligent Transportation Systems (ITS) Market 3.5 Mergers & Acquisitions, Expansion Plans 4 Breakdown Data by Type and Application 4.1 Global Intelligent Transportation Systems (ITS) Market Size by Type (2016-2020) 4.2 Global Intelligent Transportation Systems (ITS) Market Size by Application (2016-2020) 5 United States 5.1 United States Intelligent Transportation Systems (ITS) Market Size (2016-2020) 5.2 Intelligent Transportation Systems (ITS) Key Players in United States 5.3 United States Intelligent Transportation Systems (ITS) Market Size by Type 5.4 United States Intelligent Transportation Systems (ITS) Market Size by Application 6 Europe 6.1 Europe Intelligent Transportation Systems (ITS) Market Size (2016-2020) 6.2 Intelligent Transportation Systems (ITS) Key Players in Europe 6.3 Europe Intelligent Transportation Systems (ITS) Market Size by Type 6.4 Europe Intelligent Transportation Systems (ITS) Market Size by Application 7 China 7.1 China Intelligent Transportation Systems (ITS) Market Size (2016-2020) 7.2 Intelligent Transportation Systems (ITS) Key Players in China 7.3 China Intelligent Transportation Systems (ITS) Market Size by Type 7.4 China Intelligent Transportation Systems (ITS) Market Size by Application 8 Japan 8.1 Japan Intelligent Transportation Systems (ITS) Market Size (2016-2020) 8.2 Intelligent Transportation Systems (ITS) Key Players in Japan 8.3 Japan Intelligent Transportation Systems (ITS) Market Size by Type 8.4 Japan Intelligent Transportation Systems (ITS) Market Size by Application 9 Southeast Asia 9.1 Southeast Asia Intelligent Transportation Systems (ITS) Market Size (2016-2020) 9.2 Intelligent Transportation Systems (ITS) Key Players in Southeast Asia 9.3 Southeast Asia Intelligent Transportation Systems (ITS) Market Size by Type 9.4 Southeast Asia Intelligent Transportation Systems (ITS) Market Size by Application 10 India 10.1 India Intelligent Transportation Systems (ITS) Market Size (2016-2020) 10.2 Intelligent Transportation Systems (ITS) Key Players in India 10.3 India Intelligent Transportation Systems (ITS) Market Size by Type 10.4 India Intelligent Transportation Systems (ITS) Market Size by Application 11 Central & South America 11.1 Central & South America Intelligent Transportation Systems (ITS) Market Size (2016-2020) 11.2 Intelligent Transportation Systems (ITS) Key Players in Central & South America 11.3 Central & South America Intelligent Transportation Systems (ITS) Market Size by Type 11.4 Central & South America Intelligent Transportation Systems (ITS) Market Size by Application 12 International Players Profiles 12.1 Siemens AG 12.1.1 Siemens AG Company Details 12.1.2 Company Description and Business Overview 12.1.3 Intelligent Transportation Systems (ITS) Introduction 12.1.4 Siemens AG Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.1.5 Siemens AG Recent Development 12.2 Hitachi 12.2.1 Hitachi Company Details 12.2.2 Company Description and Business Overview 12.2.3 Intelligent Transportation Systems (ITS) Introduction 12.2.4 Hitachi Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.2.5 Hitachi Recent Development 12.3 WS Atkins PLC 12.3.1 WS Atkins PLC Company Details 12.3.2 Company Description and Business Overview 12.3.3 Intelligent Transportation Systems (ITS) Introduction 12.3.4 WS Atkins PLC Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.3.5 WS Atkins PLC Recent Development 12.4 Nuance Communications 12.4.1 Nuance Communications Company Details 12.4.2 Company Description and Business Overview 12.4.3 Intelligent Transportation Systems (ITS) Introduction 12.4.4 Nuance Communications Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.4.5 Nuance Communications Recent Development 12.5 EFKON AG 12.5.1 EFKON AG Company Details 12.5.2 Company Description and Business Overview 12.5.3 Intelligent Transportation Systems (ITS) Introduction 12.5.4 EFKON AG Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.5.5 EFKON AG Recent Development 12.6 Garmin International Inc 12.6.1 Garmin International Inc Company Details 12.6.2 Company Description and Business Overview 12.6.3 Intelligent Transportation Systems (ITS) Introduction 12.6.4 Garmin International Inc Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.6.5 Garmin International Inc Recent Development 12.7 Iteris 12.7.1 Iteris Company Details 12.7.2 Company Description and Business Overview 12.7.3 Intelligent Transportation Systems (ITS) Introduction 12.7.4 Iteris Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.7.5 Iteris Recent Development 12.8 Telenav 12.8.1 Telenav Company Details 12.8.2 Company Description and Business Overview 12.8.3 Intelligent Transportation Systems (ITS) Introduction 12.8.4 Telenav Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.8.5 Telenav Recent Development 12.9 Thales Group 12.9.1 Thales Group Company Details 12.9.2 Company Description and Business Overview 12.9.3 Intelligent Transportation Systems (ITS) Introduction 12.9.4 Thales Group Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.9.5 Thales Group Recent Development 12.10 TomTom NV 12.10.1 TomTom NV Company Details 12.10.2 Company Description and Business Overview 12.10.3 Intelligent Transportation Systems (ITS) Introduction 12.10.4 TomTom NV Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) 12.10.5 TomTom NV Recent Development 13 Market Forecast 2021-2027 13.1 Market Size Forecast by Regions 13.2 United States 13.3 Europe 13.4 China 13.5 Japan 13.6 Southeast Asia 13.7 India 13.8 Central & South America 13.9 Market Size Forecast by Product (2021-2027) 13.10 Market Size Forecast by Application (2021-2027) 14 Analyst's Viewpoints/Conclusions 15 Appendix 15.1 Research Methodology 15.1.1 Methodology/Research Approach 15.1.1.1 Research Programs/Design 15.1.1.2 Market Size Estimation 12.1.1.3 Market Breakdown and Data Triangulation 15.1.2 Data Source 15.1.2.1 Secondary Sources 15.1.2.2 Primary Sources 15.2 Disclaimer

List of Tables and Figures

List of Tables and Figures Table Intelligent Transportation Systems (ITS) Key Market Segments Table Key Players Intelligent Transportation Systems (ITS) Covered Table Global Intelligent Transportation Systems (ITS) Market Size Growth Rate by Type 2016-2027 (Million US$) Figure Global Intelligent Transportation Systems (ITS) Market Size Market Share by Type 2016-2027 Figure Hardware Figures Table Key Players of Hardware Figure Software Figures Table Key Players of Software Figure Services Figures Table Key Players of Services Table Global Intelligent Transportation Systems (ITS) Market Size Growth by Application 2016-2027 (Million US$) Figure Fleet Management and Asset Monitoring Case Studies Figure Intelligent Traffic Control Case Studies Figure Collision Avoidance Case Studies Figure Parking Management Case Studies Figure Passenger Information Management Case Studies Figure Ticketing Management Case Studies Figure Emergency Vehicle Notification Case Studies Figure Automotive Telematics Case Studies Figure Intelligent Transportation Systems (ITS) Report Years Considered Table Global Intelligent Transportation Systems (ITS) Market Size 2016-2027 (Million US$) Figure Global Intelligent Transportation Systems (ITS) Market Size and Growth Rate 2016-2027 (Million US$) Table Global Intelligent Transportation Systems (ITS) Market Size by Regions 2016-2027 (Million US$) Table Global Intelligent Transportation Systems (ITS) Market Size by Regions 2016-2020 (Million US$) Table Global Intelligent Transportation Systems (ITS) Market Share by Regions 2016-2020 Figure Global Intelligent Transportation Systems (ITS) Market Share by Regions 2016-2020 Figure Global Intelligent Transportation Systems (ITS) Market Share by Regions 2020 Table Market Top Trends Table Global Intelligent Transportation Systems (ITS) Revenue by Manufacturers (2016-2020) (Million US$) Table Global Intelligent Transportation Systems (ITS) Market Share by Manufacturers (2016-2020) Figure Global Intelligent Transportation Systems (ITS) Market Share by Manufacturers in 2020 Table Global Intelligent Transportation Systems (ITS) Manufacturers Market Concentration Ratio (CR5 and HHI) Table Key Players Head office and Area Served Table Key Players Intelligent Transportation Systems (ITS) Product/Solution/Service Table Date of Enter into Intelligent Transportation Systems (ITS) Market Table Mergers & Acquisitions, Expansion Plans Table Global Intelligent Transportation Systems (ITS) Market Size by Type (2016-2020) (Million US$) Table Global Intelligent Transportation Systems (ITS) Market Size Share by Type (2016-2020) Figure Global Intelligent Transportation Systems (ITS) Market Size Market Share by Type (2016-2020) Table Global Intelligent Transportation Systems (ITS) Market Size by Application (2016-2020) (Million US$) Table Global Intelligent Transportation Systems (ITS) Market Size Share by Application (2016-2020) Figure Global Intelligent Transportation Systems (ITS) Market Size Market Share by Application (2016-2020) Figure Global Intelligent Transportation Systems (ITS) Revenue Market Share by Application in 2020 Figure United States Intelligent Transportation Systems (ITS) Market Size 2016-2020 (Million US$) Table United States Key Players Intelligent Transportation Systems (ITS) Revenue (2019-2020) (Million US$) Table United States Key Players Intelligent Transportation Systems (ITS) Market Share (2019-2020) Table United States Intelligent Transportation Systems (ITS) Market Size by Type (2016-2020) (Million US$) Table United States Intelligent Transportation Systems (ITS) Market Share by Type (2016-2020) Table United States Intelligent Transportation Systems (ITS) Market Size by Application (2016-2020) (Million US$) Table United States Intelligent Transportation Systems (ITS) Market Share by Application (2016-2020) Figure Europe Intelligent Transportation Systems (ITS) Market Size 2016-2020 (Million US$) Table Europe Key Players Intelligent Transportation Systems (ITS) Revenue (2019-2020) (Million US$) Table Europe Key Players Intelligent Transportation Systems (ITS) Market Share (2019-2020) Table Europe Intelligent Transportation Systems (ITS) Market Size by Type (2016-2020) (Million US$) Table Europe Intelligent Transportation Systems (ITS) Market Share by Type (2016-2020) Table Europe Intelligent Transportation Systems (ITS) Market Size by Application (2016-2020) (Million US$) Table Europe Intelligent Transportation Systems (ITS) Market Share by Application (2016-2020) Figure China Intelligent Transportation Systems (ITS) Market Size 2016-2020 (Million US$) Table China Key Players Intelligent Transportation Systems (ITS) Revenue (2019-2020) (Million US$) Table China Key Players Intelligent Transportation Systems (ITS) Market Share (2019-2020) Table China Intelligent Transportation Systems (ITS) Market Size by Type (2016-2020) (Million US$) Table China Intelligent Transportation Systems (ITS) Market Share by Type (2016-2020) Table China Intelligent Transportation Systems (ITS) Market Size by Application (2016-2020) (Million US$) Table China Intelligent Transportation Systems (ITS) Market Share by Application (2016-2020) Figure Japan Intelligent Transportation Systems (ITS) Market Size 2016-2020 (Million US$) Table Japan Key Players Intelligent Transportation Systems (ITS) Revenue (2019-2020) (Million US$) Table Japan Key Players Intelligent Transportation Systems (ITS) Market Share (2019-2020) Table Japan Intelligent Transportation Systems (ITS) Market Size by Type (2016-2020) (Million US$) Table Japan Intelligent Transportation Systems (ITS) Market Share by Type (2016-2020) Table Japan Intelligent Transportation Systems (ITS) Market Size by Application (2016-2020) (Million US$) Table Japan Intelligent Transportation Systems (ITS) Market Share by Application (2016-2020) Figure Southeast Asia Intelligent Transportation Systems (ITS) Market Size 2016-2020 (Million US$) Table Southeast Asia Key Players Intelligent Transportation Systems (ITS) Revenue (2019-2020) (Million US$) Table Southeast Asia Key Players Intelligent Transportation Systems (ITS) Market Share (2019-2020) Table Southeast Asia Intelligent Transportation Systems (ITS) Market Size by Type (2016-2020) (Million US$) Table Southeast Asia Intelligent Transportation Systems (ITS) Market Share by Type (2016-2020) Table Southeast Asia Intelligent Transportation Systems (ITS) Market Size by Application (2016-2020) (Million US$) Table Southeast Asia Intelligent Transportation Systems (ITS) Market Share by Application (2016-2020) Figure India Intelligent Transportation Systems (ITS) Market Size 2016-2020 (Million US$) Table India Key Players Intelligent Transportation Systems (ITS) Revenue (2019-2020) (Million US$) Table India Key Players Intelligent Transportation Systems (ITS) Market Share (2019-2020) Table India Intelligent Transportation Systems (ITS) Market Size by Type (2016-2020) (Million US$) Table India Intelligent Transportation Systems (ITS) Market Share by Type (2016-2020) Table India Intelligent Transportation Systems (ITS) Market Size by Application (2016-2020) (Million US$) Table India Intelligent Transportation Systems (ITS) Market Share by Application (2016-2020) Figure Central & South America Intelligent Transportation Systems (ITS) Market Size 2016-2020 (Million US$) Table Central & South America Key Players Intelligent Transportation Systems (ITS) Revenue (2019-2020) (Million US$) Table Central & South America Key Players Intelligent Transportation Systems (ITS) Market Share (2019-2020) Table Central & South America Intelligent Transportation Systems (ITS) Market Size by Type (2016-2020) (Million US$) Table Central & South America Intelligent Transportation Systems (ITS) Market Share by Type (2016-2020) Table Central & South America Intelligent Transportation Systems (ITS) Market Size by Application (2016-2020) (Million US$) Table Central & South America Intelligent Transportation Systems (ITS) Market Share by Application (2016-2020) Table Siemens AG Company Details Table Siemens AG Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020) (Million US$) Figure Siemens AG Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table Siemens AG Recent Development Table Hitachi Company Details Table Hitachi Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020)(Million US$) Figure Hitachi Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table Hitachi Recent Development Table WS Atkins PLC Company Details Table WS Atkins PLC Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020)(Million US$) Figure WS Atkins PLC Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table WS Atkins PLC Recent Development Table Nuance Communications Company Details Table Nuance Communications Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020)(Million US$) Figure Nuance Communications Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table Nuance Communications Recent Development Table EFKON AG Company Details Table EFKON AG Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020)(Million US$) Figure EFKON AG Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table EFKON AG Recent Development Table Garmin International Inc Company Details Table Garmin International Inc Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020)(Million US$) Figure Garmin International Inc Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table Garmin International Inc Recent Development Table Iteris Company Details Table Iteris Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020)(Million US$) Figure Iteris Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table Iteris Recent Development Table Telenav Company Details Table Telenav Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020)(Million US$) Figure Telenav Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table Telenav Recent Development Table Thales Group Company Details Table Thales Group Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020)(Million US$) Figure Thales Group Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table Thales Group Recent Development Table TomTom NV Company Details Table TomTom NV Revenue in Intelligent Transportation Systems (ITS) Business (2016-2020)(Million US$) Figure TomTom NV Revenue Growth Rate in Intelligent Transportation Systems (ITS) Business (2016-2020) Table TomTom NV Recent Development Table Global Intelligent Transportation Systems (ITS) Market Size by Regions (Million US$) 2021-2027 Figure Global Intelligent Transportation Systems (ITS) Market Size Share by Regions (2021-2027) Figure Global Intelligent Transportation Systems (ITS) Market Size Share by Regions in 2027 Figure United States Intelligent Transportation Systems (ITS) Market Size Forecast (2021-2027)(Million USD) Figure Europe Intelligent Transportation Systems (ITS) Market Size Forecast (2021-2027)(Million USD) Figure China Intelligent Transportation Systems (ITS) Market Size Forecast (2021-2027)(Million USD) Figure Japan Intelligent Transportation Systems (ITS) Market Size Forecast (2021-2027)(Million USD) Figure Southeast Asia Intelligent Transportation Systems (ITS) Market Size Forecast (2021-2027)(Million USD) Figure India Intelligent Transportation Systems (ITS) Market Size Forecast (2021-2027)(Million USD) Figure Central & South America Intelligent Transportation Systems (ITS) Market Size Forecast (2021-2027)(Million USD) Table Global Intelligent Transportation Systems (ITS) Market Size by Product (2021-2027) (Million US$) Figure Global Intelligent Transportation Systems (ITS) Market Size by Product (2021-2027) Figure Global Intelligent Transportation Systems (ITS) Market Size by Product in 2027 Table Global Intelligent Transportation Systems (ITS) Market Size by Application (2021-2027) (Million US$) Figure Global Intelligent Transportation Systems (ITS) Market Size by Application (2021-2027) Figure Global Intelligent Transportation Systems (ITS) Market Size by Application in 2027 Table Research Programs/Design for This Report Figure Bottom-up and Top-down Approaches for This Report Figure Data Triangulation Table Key Data Information from Secondary Sources Table Key Data Information from Primary Sources

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