▶ 調査レポート

OBDインターフェイスの世界市場2017

• 英文タイトル:Global OBD Interface Sales Market Report 2017

QYResearchが調査・発行した産業分析レポートです。OBDインターフェイスの世界市場2017 / Global OBD Interface Sales Market Report 2017 / A040107018資料のイメージです。• レポートコード:A040107018
• 出版社/出版日:QYResearch / 2017年2月6日
• レポート形態:英文、PDF、123ページ
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レポート概要
本調査レポートでは、OBDインターフェイスの世界市場について調査・分析し、OBDインターフェイスのメーカー別販売量、市場シェア分析、種類別販売分析、用途別販売分析、地域別販売分析(アメリカ、中国、ヨーロッパ、日本、東南アジア、インド)、価格動向、企業動向、OBDインターフェイス産業チェーン分析、世界市場規模予測などを含め、以下の構成でお届けいたします。(※Sales:OBDインターフェイスの販売量、Revenue:OBDインターフェイスの売上高)

・OBDインターフェイス市場概要
・OBDインターフェイスのメーカー別販売量・メーカー別シェア
・OBDインターフェイスの世界市場:種類別販売量・市場シェア
・OBDインターフェイスの世界市場:用途別販売量・市場シェア
・OBDインターフェイスの世界市場:地域別販売量・市場シェア
・OBDインターフェイスのアメリカ市場規模
・OBDインターフェイスの中国市場規模
・OBDインターフェイスのヨーロッパ市場規模
・OBDインターフェイスの日本市場規模
・OBDインターフェイスの東南アジア市場規模
・OBDインターフェイスのインド市場規模
・OBDインターフェイスのメーカー別分析(企業概要、事業概要、商品概要、収益、価格等)
・OBDインターフェイスのコスト分析・価格動向
・OBDインターフェイスの産業チェーン(サプライチェーン分析)
・OBDインターフェイスのマーケティング戦略・販売チャネル、流通業者
・OBDインターフェイス市場への影響要因分析
・OBDインターフェイスの世界市場予測
・OBDインターフェイスのアメリカ市場予測
・OBDインターフェイスの中国市場予測
・OBDインターフェイスのヨーロッパ市場予測
・OBDインターフェイスの日本市場予測
・OBDインターフェイスの東南アジア市場予測
・OBDインターフェイスのインド市場予測
・OBDインターフェイスの種類別世界市場予測
・OBDインターフェイスの用途別世界市場予測
...

Notes:Sales, means the sales volume of OBD Interface
Revenue, means the sales value of OBD Interface

This report studies sales (consumption) of OBD Interface in Global market, especially in United States, China, Europe and Japan, focuses on top players in these regions/countries, with sales, price, revenue and market share for each player in these regions, covering
Bosch Diagnostics
Detroit Diesel
Innova Electronics
Vector Informatik
AVL Ditest
CarShield
Carvoyant
Dash Labs
EASE Diagonostics
Hickok Incorporated
Voxx International
Zubie

Market Segment by Regions, this report splits Global into several key Regions, with sales (consumption), revenue, market share and growth rate of OBD Interface in these regions, from 2011 to 2021 (forecast), like
United States
China
Europe
Japan
Southeast Asia
India
Split by product Types, with sales, revenue, price and gross margin, market share and growth rate of each type, can be divided into
OBD-I
OBD-II
Split by applications, this report focuses on sales, market share and growth rate of OBD Interface in each application, can be divided into
Passenger Vehicles
Light Commercial Vehicles
Heavy Commercial Vehicles

レポート目次

Table of Contents

Global OBD Interface Sales Market Report 2017
1 OBD Interface Overview
1.1 Product Overview and Scope of OBD Interface
1.2 Classification of OBD Interface
1.2.1 OBD-I
1.2.2 OBD-II
1.3 Application of OBD Interface
1.3.1 Passenger Vehicles
1.3.2 Light Commercial Vehicles
1.3.3 Heavy Commercial Vehicles
1.4 OBD Interface Market by Regions
1.4.1 United States Status and Prospect (2012-2022)
1.4.2 China Status and Prospect (2012-2022)
1.4.3 Europe Status and Prospect (2012-2022)
1.4.4 Japan Status and Prospect (2012-2022)
1.4.5 Southeast Asia Status and Prospect (2012-2022)
1.4.6 India Status and Prospect (2012-2022)
1.5 Global Market Size (Value and Volume) of OBD Interface (2012-2022)
1.5.1 Global OBD Interface Sales and Growth Rate (2012-2022)
1.5.2 Global OBD Interface Revenue and Growth Rate (2012-2022)

2 Global OBD Interface Competition by Manufacturers, Type and Application
2.1 Global OBD Interface Market Competition by Manufacturers
2.1.1 Global OBD Interface Sales and Market Share of Key Manufacturers (2012-2017)
2.1.2 Global OBD Interface Revenue and Share by Manufacturers (2012-2017)
2.2 Global OBD Interface (Volume and Value) by Type
2.2.1 Global OBD Interface Sales and Market Share by Type (2012-2017)
2.2.2 Global OBD Interface Revenue and Market Share by Type (2012-2017)
2.3 Global OBD Interface (Volume and Value) by Regions
2.3.1 Global OBD Interface Sales and Market Share by Regions (2012-2017)
2.3.2 Global OBD Interface Revenue and Market Share by Regions (2012-2017)
2.4 Global OBD Interface (Volume) by Application

3 United States OBD Interface (Volume, Value and Sales Price)
3.1 United States OBD Interface Sales and Value (2012-2017)
3.1.1 United States OBD Interface Sales and Growth Rate (2012-2017)
3.1.2 United States OBD Interface Revenue and Growth Rate (2012-2017)
3.1.3 United States OBD Interface Sales Price Trend (2012-2017)
3.2 United States OBD Interface Sales and Market Share by Manufacturers
3.3 United States OBD Interface Sales and Market Share by Type
3.4 United States OBD Interface Sales and Market Share by Application

4 China OBD Interface (Volume, Value and Sales Price)
4.1 China OBD Interface Sales and Value (2012-2017)
4.1.1 China OBD Interface Sales and Growth Rate (2012-2017)
4.1.2 China OBD Interface Revenue and Growth Rate (2012-2017)
4.1.3 China OBD Interface Sales Price Trend (2012-2017)
4.2 China OBD Interface Sales and Market Share by Manufacturers
4.3 China OBD Interface Sales and Market Share by Type
4.4 China OBD Interface Sales and Market Share by Application

5 Europe OBD Interface (Volume, Value and Sales Price)
5.1 Europe OBD Interface Sales and Value (2012-2017)
5.1.1 Europe OBD Interface Sales and Growth Rate (2012-2017)
5.1.2 Europe OBD Interface Revenue and Growth Rate (2012-2017)
5.1.3 Europe OBD Interface Sales Price Trend (2012-2017)
5.2 Europe OBD Interface Sales and Market Share by Manufacturers
5.3 Europe OBD Interface Sales and Market Share by Type
5.4 Europe OBD Interface Sales and Market Share by Application

6 Japan OBD Interface (Volume, Value and Sales Price)
6.1 Japan OBD Interface Sales and Value (2012-2017)
6.1.1 Japan OBD Interface Sales and Growth Rate (2012-2017)
6.1.2 Japan OBD Interface Revenue and Growth Rate (2012-2017)
6.1.3 Japan OBD Interface Sales Price Trend (2012-2017)
6.2 Japan OBD Interface Sales and Market Share by Manufacturers
6.3 Japan OBD Interface Sales and Market Share by Type
6.4 Japan OBD Interface Sales and Market Share by Application
7 Southeast Asia OBD Interface (Volume, Value and Sales Price)
7.1 Southeast Asia OBD Interface Sales and Value (2012-2017)
7.1.1 Southeast Asia OBD Interface Sales and Growth Rate (2012-2017)
7.1.2 Southeast Asia OBD Interface Revenue and Growth Rate (2012-2017)
7.1.3 Southeast Asia OBD Interface Sales Price Trend (2012-2017)
7.2 Southeast Asia OBD Interface Sales and Market Share by Manufacturers
7.3 Southeast Asia OBD Interface Sales and Market Share by Type
7.4 Southeast Asia OBD Interface Sales and Market Share by Application
8 India OBD Interface (Volume, Value and Sales Price)
8.1 India OBD Interface Sales and Value (2012-2017)
8.1.1 India OBD Interface Sales and Growth Rate (2012-2017)
8.1.2 India OBD Interface Revenue and Growth Rate (2012-2017)
8.1.3 India OBD Interface Sales Price Trend (2012-2017)
8.2 India OBD Interface Sales and Market Share by Manufacturers
8.3 India OBD Interface Sales and Market Share by Type
8.4 India OBD Interface Sales and Market Share by Application

9 Global OBD Interface Manufacturers Analysis
9.1 Bosch Diagnostics
9.1.1 Company Basic Information, Manufacturing Base and Competitors
9.1.2 OBD Interface Product Type, Application and Specification
9.1.2.1 OBD-I
9.1.2.2 OBD-II
9.1.3 Bosch Diagnostics OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.1.4 Main Business/Business Overview
9.2 Detroit Diesel
9.2.1 Company Basic Information, Manufacturing Base and Competitors
9.2.2 OBD Interface Product Type, Application and Specification
9.2.2.1 OBD-I
9.2.2.2 OBD-II
9.2.3 Detroit Diesel OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.2.4 Main Business/Business Overview
9.3 Innova Electronics
9.3.1 Company Basic Information, Manufacturing Base and Competitors
9.3.2 OBD Interface Product Type, Application and Specification
9.3.2.1 OBD-I
9.3.2.2 OBD-II
9.3.3 Innova Electronics OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.3.4 Main Business/Business Overview
9.4 Vector Informatik
9.4.1 Company Basic Information, Manufacturing Base and Competitors
9.4.2 OBD Interface Product Type, Application and Specification
9.4.2.1 OBD-I
9.4.2.2 OBD-II
9.4.3 Vector Informatik OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.4.4 Main Business/Business Overview
9.5 AVL Ditest
9.5.1 Company Basic Information, Manufacturing Base and Competitors
9.5.2 OBD Interface Product Type, Application and Specification
9.5.2.1 OBD-I
9.5.2.2 OBD-II
9.5.3 AVL Ditest OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.5.4 Main Business/Business Overview
9.6 CarShield
9.6.1 Company Basic Information, Manufacturing Base and Competitors
9.6.2 OBD Interface Product Type, Application and Specification
9.6.2.1 OBD-I
9.6.2.2 OBD-II
9.6.3 CarShield OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.6.4 Main Business/Business Overview
9.7 Carvoyant
9.7.1 Company Basic Information, Manufacturing Base and Competitors
9.7.2 OBD Interface Product Type, Application and Specification
9.7.2.1 OBD-I
9.7.2.2 OBD-II
9.7.3 Carvoyant OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.7.4 Main Business/Business Overview
9.8 Dash Labs
9.8.1 Company Basic Information, Manufacturing Base and Competitors
9.8.2 OBD Interface Product Type, Application and Specification
9.8.2.1 OBD-I
9.8.2.2 OBD-II
9.8.3 Dash Labs OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.8.4 Main Business/Business Overview
9.9 EASE Diagonostics
9.9.1 Company Basic Information, Manufacturing Base and Competitors
9.9.2 OBD Interface Product Type, Application and Specification
9.9.2.1 OBD-I
9.9.2.2 OBD-II
9.9.3 EASE Diagonostics OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.9.4 Main Business/Business Overview
9.10 Hickok Incorporated
9.10.1 Company Basic Information, Manufacturing Base and Competitors
9.10.2 OBD Interface Product Type, Application and Specification
9.10.2.1 OBD-I
9.10.2.2 OBD-II
9.10.3 Hickok Incorporated OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
9.10.4 Main Business/Business Overview
9.11 Voxx International
9.12 Zubie

10 OBD Interface Maufacturing Cost Analysis
10.1 OBD Interface Key Raw Materials Analysis
10.1.1 Key Raw Materials
10.1.2 Price Trend of Key Raw Materials
10.1.3 Key Suppliers of Raw Materials
10.1.4 Market Concentration Rate of Raw Materials
10.2 Proportion of Manufacturing Cost Structure
10.2.1 Raw Materials
10.2.2 Labor Cost
10.2.3 Manufacturing Process Analysis of OBD Interface
10.3 Manufacturing Process Analysis of OBD Interface

11 Industrial Chain, Sourcing Strategy and Downstream Buyers
11.1 OBD Interface Industrial Chain Analysis
11.2 Upstream Raw Materials Sourcing
11.3 Raw Materials Sources of OBD Interface Major Manufacturers in 2015
11.4 Downstream Buyers

12 Marketing Strategy Analysis, Distributors/Traders
12.1 Marketing Channel
12.1.1 Direct Marketing
12.1.2 Indirect Marketing
12.1.3 Marketing Channel Development Trend
12.2 Market Positioning
12.2.1 Pricing Strategy
12.2.2 Brand Strategy
12.2.3 Target Client
12.3 Distributors/Traders List

13 Market Effect Factors Analysis
13.1 Technology Progress/Risk
13.1.1 Substitutes Threat
13.1.2 Technology Progress in Related Industry
13.2 Consumer Needs/Customer Preference Change
13.3 Economic/Political Environmental Change

14 Global OBD Interface Market Forecast (2017-2022)
14.1 Global OBD Interface Sales, Revenue and Price Forecast (2017-2022)
14.1.1 Global OBD Interface Sales and Growth Rate Forecast (2017-2022)
14.1.2 Global OBD Interface Revenue and Growth Rate Forecast (2017-2022)
14.1.3 Global OBD Interface Price and Trend Forecast (2017-2022)
14.2 Global OBD Interface Sales, Revenue and Growth Rate Forecast by Regions (2017-2022)
14.2.1 United States OBD Interface Sales, Revenue and Growth Rate Forecast (2017-2022)
14.2.2 China OBD Interface Sales, Revenue and Growth Rate Forecast (2017-2022)
14.2.3 Europe OBD Interface Sales, Revenue and Growth Rate Forecast (2017-2022)
14.2.4 Japan OBD Interface Sales, Revenue and Growth Rate Forecast (2017-2022)
14.2.5 Southeast Asia OBD Interface Sales, Revenue and Growth Rate Forecast (2017-2022)
14.2.6 India OBD Interface Sales, Revenue and Growth Rate Forecast (2017-2022)
14.3 Global OBD Interface Sales, Revenue and Price Forecast by Type (2017-2022)
14.4 Global OBD Interface Sales Forecast by Application (2017-2022)

15 Research Findings and Conclusion

16 Appendix
Methodology
Analyst Introduction
Data Source

List of Tables and Figures

Figure Picture of OBD Interface
Table Classification of OBD Interface
Figure Global Sales Market Share of OBD Interface by Type in 2015
Figure OBD-I Picture
Figure OBD-II Picture
Table Applications of OBD Interface
Figure Global Sales Market Share of OBD Interface by Application in 2015
Figure Passenger Vehicles Examples
Figure Light Commercial Vehicles Examples
Figure Heavy Commercial Vehicles Examples
Figure United States OBD Interface Revenue and Growth Rate (2012-2022)
Figure China OBD Interface Revenue and Growth Rate (2012-2022)
Figure Europe OBD Interface Revenue and Growth Rate (2012-2022)
Figure Japan OBD Interface Revenue and Growth Rate (2012-2022)
Figure Southeast Asia OBD Interface Revenue and Growth Rate (2012-2022)
Figure India OBD Interface Revenue and Growth Rate (2012-2022)
Figure Global OBD Interface Sales and Growth Rate (2012-2022)
Figure Global OBD Interface Revenue and Growth Rate (2012-2022)
Table Global OBD Interface Sales of Key Manufacturers (2012-2017)
Table Global OBD Interface Sales Share by Manufacturers (2012-2017)
Figure 2015 OBD Interface Sales Share by Manufacturers
Figure 2016 OBD Interface Sales Share by Manufacturers
Table Global OBD Interface Revenue by Manufacturers (2012-2017)
Table Global OBD Interface Revenue Share by Manufacturers (2012-2017)
Table 2015 Global OBD Interface Revenue Share by Manufacturers
Table 2016 Global OBD Interface Revenue Share by Manufacturers
Table Global OBD Interface Sales and Market Share by Type (2012-2017)
Table Global OBD Interface Sales Share by Type (2012-2017)
Figure Sales Market Share of OBD Interface by Type (2012-2017)
Figure Global OBD Interface Sales Growth Rate by Type (2012-2017)
Table Global OBD Interface Revenue and Market Share by Type (2012-2017)
Table Global OBD Interface Revenue Share by Type (2012-2017)
Figure Revenue Market Share of OBD Interface by Type (2012-2017)
Figure Global OBD Interface Revenue Growth Rate by Type (2012-2017)
Table Global OBD Interface Sales and Market Share by Regions (2012-2017)
Table Global OBD Interface Sales Share by Regions (2012-2017)
Figure Sales Market Share of OBD Interface by Regions (2012-2017)
Figure Global OBD Interface Sales Growth Rate by Regions (2012-2017)
Table Global OBD Interface Revenue and Market Share by Regions (2012-2017)
Table Global OBD Interface Revenue Share by Regions (2012-2017)
Figure Revenue Market Share of OBD Interface by Regions (2012-2017)
Figure Global OBD Interface Revenue Growth Rate by Regions (2012-2017)
Table Global OBD Interface Sales and Market Share by Application (2012-2017)
Table Global OBD Interface Sales Share by Application (2012-2017)
Figure Sales Market Share of OBD Interface by Application (2012-2017)
Figure Global OBD Interface Sales Growth Rate by Application (2012-2017)
Figure United States OBD Interface Sales and Growth Rate (2012-2017)
Figure United States OBD Interface Revenue and Growth Rate (2012-2017)
Figure United States OBD Interface Sales Price Trend (2012-2017)
Table United States OBD Interface Sales by Manufacturers (2012-2017)
Table United States OBD Interface Market Share by Manufacturers (2012-2017)
Table United States OBD Interface Sales by Type (2012-2017)
Table United States OBD Interface Market Share by Type (2012-2017)
Table United States OBD Interface Sales by Application (2012-2017)
Table United States OBD Interface Market Share by Application (2012-2017)
Figure China OBD Interface Sales and Growth Rate (2012-2017)
Figure China OBD Interface Revenue and Growth Rate (2012-2017)
Figure China OBD Interface Sales Price Trend (2012-2017)
Table China OBD Interface Sales by Manufacturers (2012-2017)
Table China OBD Interface Market Share by Manufacturers (2012-2017)
Table China OBD Interface Sales by Type (2012-2017)
Table China OBD Interface Market Share by Type (2012-2017)
Table China OBD Interface Sales by Application (2012-2017)
Table China OBD Interface Market Share by Application (2012-2017)
Figure Europe OBD Interface Sales and Growth Rate (2012-2017)
Figure Europe OBD Interface Revenue and Growth Rate (2012-2017)
Figure Europe OBD Interface Sales Price Trend (2012-2017)
Table Europe OBD Interface Sales by Manufacturers (2012-2017)
Table Europe OBD Interface Market Share by Manufacturers (2012-2017)
Table Europe OBD Interface Sales by Type (2012-2017)
Table Europe OBD Interface Market Share by Type (2012-2017)
Table Europe OBD Interface Sales by Application (2012-2017)
Table Europe OBD Interface Market Share by Application (2012-2017)
Figure Japan OBD Interface Sales and Growth Rate (2012-2017)
Figure Japan OBD Interface Revenue and Growth Rate (2012-2017)
Figure Japan OBD Interface Sales Price Trend (2012-2017)
Table Japan OBD Interface Sales by Manufacturers (2012-2017)
Table Japan OBD Interface Market Share by Manufacturers (2012-2017)
Table Japan OBD Interface Sales by Type (2012-2017)
Table Japan OBD Interface Market Share by Type (2012-2017)
Table Japan OBD Interface Sales by Application (2012-2017)
Table Japan OBD Interface Market Share by Application (2012-2017)
Figure Southeast Asia OBD Interface Sales and Growth Rate (2012-2017)
Figure Southeast Asia OBD Interface Revenue and Growth Rate (2012-2017)
Figure Southeast Asia OBD Interface Sales Price Trend (2012-2017)
Table Southeast Asia OBD Interface Sales by Manufacturers (2012-2017)
Table Southeast Asia OBD Interface Market Share by Manufacturers (2012-2017)
Table Southeast Asia OBD Interface Sales by Type (2012-2017)
Table Southeast Asia OBD Interface Market Share by Type (2012-2017)
Table Southeast Asia OBD Interface Sales by Application (2012-2017)
Table Southeast Asia OBD Interface Market Share by Application (2012-2017)
Figure India OBD Interface Sales and Growth Rate (2012-2017)
Figure India OBD Interface Revenue and Growth Rate (2012-2017)
Figure India OBD Interface Sales Price Trend (2012-2017)
Table India OBD Interface Sales by Manufacturers (2012-2017)
Table India OBD Interface Market Share by Manufacturers (2012-2017)
Table India OBD Interface Sales by Type (2012-2017)
Table India OBD Interface Market Share by Type (2012-2017)
Table India OBD Interface Sales by Application (2012-2017)
Table India OBD Interface Market Share by Application (2012-2017)
Table Bosch Diagnostics Basic Information List
Table Bosch Diagnostics OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure Bosch Diagnostics OBD Interface Global Market Share (2012-2017)
Table Detroit Diesel Basic Information List
Table Detroit Diesel OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure Detroit Diesel OBD Interface Global Market Share (2012-2017)
Table Innova Electronics Basic Information List
Table Innova Electronics OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure Innova Electronics OBD Interface Global Market Share (2012-2017)
Table Vector Informatik Basic Information List
Table Vector Informatik OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure Vector Informatik OBD Interface Global Market Share (2012-2017)
Table AVL Ditest Basic Information List
Table AVL Ditest OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure AVL Ditest OBD Interface Global Market Share (2012-2017)
Table CarShield Basic Information List
Table CarShield OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure CarShield OBD Interface Global Market Share (2012-2017)
Table Carvoyant Basic Information List
Table Carvoyant OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure Carvoyant OBD Interface Global Market Share (2012-2017)
Table Dash Labs Basic Information List
Table Dash Labs OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure Dash Labs OBD Interface Global Market Share (2012-2017)
Table EASE Diagonostics Basic Information List
Table EASE Diagonostics OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure EASE Diagonostics OBD Interface Global Market Share (2012-2017)
Table Hickok Incorporated Basic Information List
Table Hickok Incorporated OBD Interface Sales, Revenue, Price and Gross Margin (2012-2017)
Figure Hickok Incorporated OBD Interface Global Market Share (2012-2017)
Table Voxx International Basic Information List
Table Zubie Basic Information List
Table Production Base and Market Concentration Rate of Raw Material
Figure Price Trend of Key Raw Materials
Table Key Suppliers of Raw Materials
Figure Manufacturing Cost Structure of OBD Interface
Figure Manufacturing Process Analysis of OBD Interface
Figure OBD Interface Industrial Chain Analysis
Table Raw Materials Sources of OBD Interface Major Manufacturers in 2015
Table Major Buyers of OBD Interface
Table Distributors/Traders List
Figure Global OBD Interface Sales and Growth Rate Forecast (2017-2022)
Figure Global OBD Interface Revenue and Growth Rate Forecast (2017-2022)
Table Global OBD Interface Sales Forecast by Regions (2017-2022)
Table Global OBD Interface Sales Forecast by Type (2017-2022)
Table Global OBD Interface Sales Forecast by Application (2017-2022)