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Lead-Acid Battery Materials-Global Market Insights and Sales Trends 2024
Synopsis
In a lead-acid battery, the cathode is made of lead-dioxide, and the anode is made of metallic lead. The two electrodes are separated by an electrolyte of sulfuric acid.
The global Lead-Acid Battery Materials market size is expected to reach US$ 16690 million by 2029, growing at a CAGR of 9.1% from 2023 to 2029. The market is mainly driven by the significant applications of Lead-Acid Battery Materials in various end use industries. The expanding demands from the Automotive, Grid Energy Storage, Consumer Electronics and Others, are propelling Lead-Acid Battery Materials market. Cathode Materials, one of the segments analysed in this report, is projected to record % CAGR and reach US$ million by the end of the analysis period. Growth in the Anode Materials segment is estimated at % CAGR for the next seven-year period.
Asia Pacific shows high growth potential for Lead-Acid Battery Materials market, driven by demand from China, the second largest economy with some signs of stabilising, the Lead-Acid Battery Materials market in China is forecast to reach US$ million by 2029, trailing a CAGR of % over the 2023-2029 period, while the U.S. market will reach US$ million by 2029, exhibiting a CAGR of % during the same period.
Report Objectives
This report provides market insight on the different segments, by manufacturers, by Type, by Application. Market size and forecast (2018-2029) has been provided in the report. The primary objectives of this report are to provide 1) global market size and forecasts, growth rates, market dynamics, industry structure and developments, market situation, trends; 2) global market share and ranking by company; 3) comprehensive presentation of the global market for Lead-Acid Battery Materials, with both quantitative and qualitative analysis through detailed segmentation; 4) detailed value chain analysis and review of growth factors essential for the existing market players and new entrants; 5) emerging opportunities in the market and the future impact of major drivers and restraints of the market.
Key Features of The Study:
This report provides in-depth analysis of the global Lead-Acid Battery Materials market, and provides market size (US$ million) and CAGR for the forecast period (2023-2029), considering 2022 as the base year.
This report profiles key players in the global Lead-Acid Battery Materials market based on the following parameters - company details (found date, headquarters, manufacturing bases), products portfolio, Lead-Acid Battery Materials sales data, market share and ranking.
This report elucidates potential market opportunities across different segments and explains attractive investment proposition matrices for this market.
This report illustrates key insights about market drivers, restraints, opportunities, market trends, regional outlook.
Key companies of Lead-Acid Battery Materials covered in this report include Asahi Kasei, East Penn Manufacturing Co., Exide Technologies, Johnson Controls, ATLASBX Co. Ltd., NorthStar, C&D Technologies, Inc., Narada Power Source Co., Ltd. and Amara Raja Corporation GS Yuasa Corp, etc.
The global Lead-Acid Battery Materials market report caters to various stakeholders in this industry including investors, suppliers, product manufacturers, distributors, new entrants, and financial analysts.
Market Segmentation
Company Profiles:
Asahi Kasei
East Penn Manufacturing Co.
Exide Technologies
Johnson Controls
ATLASBX Co. Ltd.
NorthStar
C&D Technologies, Inc.
Narada Power Source Co., Ltd.
Amara Raja Corporation GS Yuasa Corp
Crown Battery Manufacturing
Leoch International Technology Ltd.
Engineers Edge
Global Lead-Acid Battery Materials market, by region:
North America (U.S., Canada, Mexico)
Europe (Germany, France, UK, Italy, etc.)
Asia Pacific (China, Japan, South Korea, Southeast Asia, India, etc.)
South America (Brazil, etc.)
Middle East and Africa (Turkey, GCC Countries, Africa, etc.)
Global Lead-Acid Battery Materials market, Segment by Type:
Cathode Materials
Anode Materials
Electrolyte
Diaphragm
Global Lead-Acid Battery Materials market, by Application
Automotive
Grid Energy Storage
Consumer Electronics
Others
Core Chapters
Chapter One: Introduces the study scope of this report, executive summary of market segments by Type, market size segments for North America, Europe, Asia Pacific, South America, Middle East & Africa.
Chapter Two: Detailed analysis of Lead-Acid Battery Materials manufacturers competitive landscape, price, sales, revenue, market share and ranking, latest development plan, merger, and acquisition information, etc.
Chapter Three: Sales, revenue of Lead-Acid Battery Materials in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the future development prospects, and market space in the world.
Chapter Four: Introduces market segments by Application, market size segment for North America, Europe, Asia Pacific, South America, Middle East & Africa.
Chapter Five, Six, Seven, Eight and Nine: North America, Europe, Asia Pacific, South America, Middle East & Africa, sales and revenue by country.
Chapter Ten: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter Eleven: Analysis of industrial chain, key raw materials, manufacturing cost, and market dynamics. Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter Twelve: Analysis of sales channel, distributors and customers.
Chapter Thirteen: Research Findings and Conclusion.
In a lead-acid battery, the cathode is made of lead-dioxide, and the anode is made of metallic lead. The two electrodes are separated by an electrolyte of sulfuric acid.
The global Lead-Acid Battery Materials market size is expected to reach US$ 16690 million by 2029, growing at a CAGR of 9.1% from 2023 to 2029. The market is mainly driven by the significant applications of Lead-Acid Battery Materials in various end use industries. The expanding demands from the Automotive, Grid Energy Storage, Consumer Electronics and Others, are propelling Lead-Acid Battery Materials market. Cathode Materials, one of the segments analysed in this report, is projected to record % CAGR and reach US$ million by the end of the analysis period. Growth in the Anode Materials segment is estimated at % CAGR for the next seven-year period.
Asia Pacific shows high growth potential for Lead-Acid Battery Materials market, driven by demand from China, the second largest economy with some signs of stabilising, the Lead-Acid Battery Materials market in China is forecast to reach US$ million by 2029, trailing a CAGR of % over the 2023-2029 period, while the U.S. market will reach US$ million by 2029, exhibiting a CAGR of % during the same period.
Report Objectives
This report provides market insight on the different segments, by manufacturers, by Type, by Application. Market size and forecast (2018-2029) has been provided in the report. The primary objectives of this report are to provide 1) global market size and forecasts, growth rates, market dynamics, industry structure and developments, market situation, trends; 2) global market share and ranking by company; 3) comprehensive presentation of the global market for Lead-Acid Battery Materials, with both quantitative and qualitative analysis through detailed segmentation; 4) detailed value chain analysis and review of growth factors essential for the existing market players and new entrants; 5) emerging opportunities in the market and the future impact of major drivers and restraints of the market.
Key Features of The Study:
This report provides in-depth analysis of the global Lead-Acid Battery Materials market, and provides market size (US$ million) and CAGR for the forecast period (2023-2029), considering 2022 as the base year.
This report profiles key players in the global Lead-Acid Battery Materials market based on the following parameters - company details (found date, headquarters, manufacturing bases), products portfolio, Lead-Acid Battery Materials sales data, market share and ranking.
This report elucidates potential market opportunities across different segments and explains attractive investment proposition matrices for this market.
This report illustrates key insights about market drivers, restraints, opportunities, market trends, regional outlook.
Key companies of Lead-Acid Battery Materials covered in this report include Asahi Kasei, East Penn Manufacturing Co., Exide Technologies, Johnson Controls, ATLASBX Co. Ltd., NorthStar, C&D Technologies, Inc., Narada Power Source Co., Ltd. and Amara Raja Corporation GS Yuasa Corp, etc.
The global Lead-Acid Battery Materials market report caters to various stakeholders in this industry including investors, suppliers, product manufacturers, distributors, new entrants, and financial analysts.
Market Segmentation
Company Profiles:
Asahi Kasei
East Penn Manufacturing Co.
Exide Technologies
Johnson Controls
ATLASBX Co. Ltd.
NorthStar
C&D Technologies, Inc.
Narada Power Source Co., Ltd.
Amara Raja Corporation GS Yuasa Corp
Crown Battery Manufacturing
Leoch International Technology Ltd.
Engineers Edge
Global Lead-Acid Battery Materials market, by region:
North America (U.S., Canada, Mexico)
Europe (Germany, France, UK, Italy, etc.)
Asia Pacific (China, Japan, South Korea, Southeast Asia, India, etc.)
South America (Brazil, etc.)
Middle East and Africa (Turkey, GCC Countries, Africa, etc.)
Global Lead-Acid Battery Materials market, Segment by Type:
Cathode Materials
Anode Materials
Electrolyte
Diaphragm
Global Lead-Acid Battery Materials market, by Application
Automotive
Grid Energy Storage
Consumer Electronics
Others
Core Chapters
Chapter One: Introduces the study scope of this report, executive summary of market segments by Type, market size segments for North America, Europe, Asia Pacific, South America, Middle East & Africa.
Chapter Two: Detailed analysis of Lead-Acid Battery Materials manufacturers competitive landscape, price, sales, revenue, market share and ranking, latest development plan, merger, and acquisition information, etc.
Chapter Three: Sales, revenue of Lead-Acid Battery Materials in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the future development prospects, and market space in the world.
Chapter Four: Introduces market segments by Application, market size segment for North America, Europe, Asia Pacific, South America, Middle East & Africa.
Chapter Five, Six, Seven, Eight and Nine: North America, Europe, Asia Pacific, South America, Middle East & Africa, sales and revenue by country.
Chapter Ten: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter Eleven: Analysis of industrial chain, key raw materials, manufacturing cost, and market dynamics. Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter Twelve: Analysis of sales channel, distributors and customers.
Chapter Thirteen: Research Findings and Conclusion.
Index1 Lead-Acid Battery Materials Market Overview
1.1 Lead-Acid Battery Materials Product Overview
1.2 Lead-Acid Battery Materials Market Segment by Type
1.2.1 Cathode Materials
1.2.2 Anode Materials
1.2.3 Electrolyte
1.2.4 Diaphragm
1.3 Global Lead-Acid Battery Materials Market Size by Type
1.3.1 Global Lead-Acid Battery Materials Market Size Overview by Type (2018-2029)
1.3.2 Global Lead-Acid Battery Materials Historic Market Size Review by Type (2018-2023)
1.3.3 Global Lead-Acid Battery Materials Forecasted Market Size by Type (2024-2029)
1.4 Key Regions Market Size Segment by Type
1.4.1 North America Lead-Acid Battery Materials Sales Breakdown by Type (2018-2023)
1.4.2 Europe Lead-Acid Battery Materials Sales Breakdown by Type (2018-2023)
1.4.3 Asia-Pacific Lead-Acid Battery Materials Sales Breakdown by Type (2018-2023)
1.4.4 Latin America Lead-Acid Battery Materials Sales Breakdown by Type (2018-2023)
1.4.5 Middle East and Africa Lead-Acid Battery Materials Sales Breakdown by Type (2018-2023)
2 Global Lead-Acid Battery Materials Market Competition by Company
2.1 Global Top Players by Lead-Acid Battery Materials Sales (2018-2023)
2.2 Global Top Players by Lead-Acid Battery Materials Revenue (2018-2023)
2.3 Global Top Players by Lead-Acid Battery Materials Price (2018-2023)
2.4 Global Top Manufacturers Lead-Acid Battery Materials Manufacturing Base Distribution, Sales Area, Product Type
2.5 Lead-Acid Battery Materials Market Competitive Situation and Trends
2.5.1 Lead-Acid Battery Materials Market Concentration Rate (2018-2023)
2.5.2 Global 5 and 10 Largest Manufacturers by Lead-Acid Battery Materials Sales and Revenue in 2022
2.6 Global Top Manufacturers by Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Lead-Acid Battery Materials as of 2022)
2.7 Date of Key Manufacturers Enter into Lead-Acid Battery Materials Market
2.8 Key Manufacturers Lead-Acid Battery Materials Product Offered
2.9 Mergers & Acquisitions, Expansion
3 Lead-Acid Battery Materials Status and Outlook by Region
3.1 Global Lead-Acid Battery Materials Market Size and CAGR by Region: 2018 VS 2022 VS 2029
3.2 Global Lead-Acid Battery Materials Historic Market Size by Region
3.2.1 Global Lead-Acid Battery Materials Sales in Volume by Region (2018-2023)
3.2.2 Global Lead-Acid Battery Materials Sales in Value by Region (2018-2023)
3.2.3 Global Lead-Acid Battery Materials Sales (Volume & Value) Price and Gross Margin (2018-2023)
3.3 Global Lead-Acid Battery Materials Forecasted Market Size by Region
3.3.1 Global Lead-Acid Battery Materials Sales in Volume by Region (2024-2029)
3.3.2 Global Lead-Acid Battery Materials Sales in Value by Region (2024-2029)
3.3.3 Global Lead-Acid Battery Materials Sales (Volume & Value), Price and Gross Margin (2024-2029)
4 Global Lead-Acid Battery Materials by Application
4.1 Lead-Acid Battery Materials Market Segment by Application
4.1.1 Automotive
4.1.2 Grid Energy Storage
4.1.3 Consumer Electronics
4.1.4 Others
4.2 Global Lead-Acid Battery Materials Market Size by Application
4.2.1 Global Lead-Acid Battery Materials Market Size Overview by Application (2018-2029)
4.2.2 Global Lead-Acid Battery Materials Historic Market Size Review by Application (2018-2023)
4.2.3 Global Lead-Acid Battery Materials Forecasted Market Size by Application (2024-2029)
4.3 Key Regions Market Size Segment by Application
4.3.1 North America Lead-Acid Battery Materials Sales Breakdown by Application (2018-2023)
4.3.2 Europe Lead-Acid Battery Materials Sales Breakdown by Application (2018-2023)
4.3.3 Asia-Pacific Lead-Acid Battery Materials Sales Breakdown by Application (2018-2023)
4.3.4 Latin America Lead-Acid Battery Materials Sales Breakdown by Application (2018-2023)
4.3.5 Middle East and Africa Lead-Acid Battery Materials Sales Breakdown by Application (2018-2023)
5 North America Lead-Acid Battery Materials by Country
5.1 North America Lead-Acid Battery Materials Historic Market Size by Country
5.1.1 North America Lead-Acid Battery Materials Market Size Growth Rate (CAGR) by Country: 2018 VS 2022 VS 2029
5.1.2 North America Lead-Acid Battery Materials Sales in Volume by Country (2018-2023)
5.1.3 North America Lead-Acid Battery Materials Sales in Value by Country (2018-2023)
5.2 North America Lead-Acid Battery Materials Forecasted Market Size by Country
5.2.1 North America Lead-Acid Battery Materials Sales in Volume by Country (2024-2029)
5.2.2 North America Lead-Acid Battery Materials Sales in Value by Country (2024-2029)
6 Europe Lead-Acid Battery Materials by Country
6.1 Europe Lead-Acid Battery Materials Historic Market Size by Country
6.1.1 Europe Lead-Acid Battery Materials Market Size Growth Rate (CAGR) by Country: 2018 VS 2022 VS 2029
6.1.2 Europe Lead-Acid Battery Materials Sales in Volume by Country (2018-2023)
6.1.3 Europe Lead-Acid Battery Materials Sales in Value by Country (2018-2023)
6.2 Europe Lead-Acid Battery Materials Forecasted Market Size by Country
6.2.1 Europe Lead-Acid Battery Materials Sales in Volume by Country (2024-2029)
6.2.2 Europe Lead-Acid Battery Materials Sales in Value by Country (2024-2029)
7 Asia-Pacific Lead-Acid Battery Materials by Region
7.1 Asia-Pacific Lead-Acid Battery Materials Historic Market Size by Region
7.1.1 Asia-Pacific Lead-Acid Battery Materials Market Size Growth Rate (CAGR) by Region: 2018 VS 2022 VS 2029
7.1.2 Asia-Pacific Lead-Acid Battery Materials Sales in Volume by Region (2018-2023)
7.1.3 Asia-Pacific Lead-Acid Battery Materials Sales in Value by Region (2018-2023)
7.2 Asia-Pacific Lead-Acid Battery Materials Forecasted Market Size by Region
7.2.1 Asia-Pacific Lead-Acid Battery Materials Sales in Volume by Region (2024-2029)
7.2.2 Asia-Pacific Lead-Acid Battery Materials Sales in Value by Region (2024-2029)
8 Latin America Lead-Acid Battery Materials by Country
8.1 Latin America Lead-Acid Battery Materials Historic Market Size by Country
8.1.1 Latin America Lead-Acid Battery Materials Market Size Growth Rate (CAGR) by Country: 2018 VS 2022 VS 2029
8.1.2 Latin America Lead-Acid Battery Materials Sales in Volume by Country (2018-2023)
8.1.3 Latin America Lead-Acid Battery Materials Sales in Value by Country (2018-2023)
8.2 Latin America Lead-Acid Battery Materials Forecasted Market Size by Country
8.2.1 Latin America Lead-Acid Battery Materials Sales in Volume by Country (2024-2029)
8.2.2 Latin America Lead-Acid Battery Materials Sales in Value by Country (2024-2029)
9 Middle East and Africa Lead-Acid Battery Materials by Country
9.1 Middle East and Africa Lead-Acid Battery Materials Historic Market Size by Country
9.1.1 Middle East and Africa Lead-Acid Battery Materials Market Size Growth Rate (CAGR) by Country: 2018 VS 2022 VS 2029
9.1.2 Middle East and Africa Lead-Acid Battery Materials Sales in Volume by Country (2018-2023)
9.1.3 Middle East and Africa Lead-Acid Battery Materials Sales in Value by Country (2018-2023)
9.2 Middle East and Africa Lead-Acid Battery Materials Forecasted Market Size by Country
9.2.1 Middle East and Africa Lead-Acid Battery Materials Sales in Volume by Country (2024-2029)
9.2.2 Middle East and Africa Lead-Acid Battery Materials Sales in Value by Country (2024-2029)
10 Company Profiles
10.1 Asahi Kasei
10.1.1 Asahi Kasei Company Information
10.1.2 Asahi Kasei Introduction and Business Overview
10.1.3 Asahi Kasei Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.1.4 Asahi Kasei Lead-Acid Battery Materials Products Offered
10.1.5 Asahi Kasei Recent Development
10.2 East Penn Manufacturing Co.
10.2.1 East Penn Manufacturing Co. Company Information
10.2.2 East Penn Manufacturing Co. Introduction and Business Overview
10.2.3 East Penn Manufacturing Co. Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.2.4 East Penn Manufacturing Co. Lead-Acid Battery Materials Products Offered
10.2.5 East Penn Manufacturing Co. Recent Development
10.3 Exide Technologies
10.3.1 Exide Technologies Company Information
10.3.2 Exide Technologies Introduction and Business Overview
10.3.3 Exide Technologies Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.3.4 Exide Technologies Lead-Acid Battery Materials Products Offered
10.3.5 Exide Technologies Recent Development
10.4 Johnson Controls
10.4.1 Johnson Controls Company Information
10.4.2 Johnson Controls Introduction and Business Overview
10.4.3 Johnson Controls Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.4.4 Johnson Controls Lead-Acid Battery Materials Products Offered
10.4.5 Johnson Controls Recent Development
10.5 ATLASBX Co. Ltd.
10.5.1 ATLASBX Co. Ltd. Company Information
10.5.2 ATLASBX Co. Ltd. Introduction and Business Overview
10.5.3 ATLASBX Co. Ltd. Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.5.4 ATLASBX Co. Ltd. Lead-Acid Battery Materials Products Offered
10.5.5 ATLASBX Co. Ltd. Recent Development
10.6 NorthStar
10.6.1 NorthStar Company Information
10.6.2 NorthStar Introduction and Business Overview
10.6.3 NorthStar Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.6.4 NorthStar Lead-Acid Battery Materials Products Offered
10.6.5 NorthStar Recent Development
10.7 C&D Technologies, Inc.
10.7.1 C&D Technologies, Inc. Company Information
10.7.2 C&D Technologies, Inc. Introduction and Business Overview
10.7.3 C&D Technologies, Inc. Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.7.4 C&D Technologies, Inc. Lead-Acid Battery Materials Products Offered
10.7.5 C&D Technologies, Inc. Recent Development
10.8 Narada Power Source Co., Ltd.
10.8.1 Narada Power Source Co., Ltd. Company Information
10.8.2 Narada Power Source Co., Ltd. Introduction and Business Overview
10.8.3 Narada Power Source Co., Ltd. Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.8.4 Narada Power Source Co., Ltd. Lead-Acid Battery Materials Products Offered
10.8.5 Narada Power Source Co., Ltd. Recent Development
10.9 Amara Raja Corporation GS Yuasa Corp
10.9.1 Amara Raja Corporation GS Yuasa Corp Company Information
10.9.2 Amara Raja Corporation GS Yuasa Corp Introduction and Business Overview
10.9.3 Amara Raja Corporation GS Yuasa Corp Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.9.4 Amara Raja Corporation GS Yuasa Corp Lead-Acid Battery Materials Products Offered
10.9.5 Amara Raja Corporation GS Yuasa Corp Recent Development
10.10 Crown Battery Manufacturing
10.10.1 Crown Battery Manufacturing Company Information
10.10.2 Crown Battery Manufacturing Introduction and Business Overview
10.10.3 Crown Battery Manufacturing Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.10.4 Crown Battery Manufacturing Lead-Acid Battery Materials Products Offered
10.10.5 Crown Battery Manufacturing Recent Development
10.11 Leoch International Technology Ltd.
10.11.1 Leoch International Technology Ltd. Company Information
10.11.2 Leoch International Technology Ltd. Introduction and Business Overview
10.11.3 Leoch International Technology Ltd. Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.11.4 Leoch International Technology Ltd. Lead-Acid Battery Materials Products Offered
10.11.5 Leoch International Technology Ltd. Recent Development
10.12 Engineers Edge
10.12.1 Engineers Edge Company Information
10.12.2 Engineers Edge Introduction and Business Overview
10.12.3 Engineers Edge Lead-Acid Battery Materials Sales, Revenue and Gross Margin (2018-2023)
10.12.4 Engineers Edge Lead-Acid Battery Materials Products Offered
10.12.5 Engineers Edge Recent Development
11 Upstream, Opportunities, Challenges, Risks and Influences Factors Analysis
11.1 Lead-Acid Battery Materials Key Raw Materials
11.1.1 Key Raw Materials
11.1.2 Key Raw Materials Price
11.1.3 Raw Materials Key Suppliers
11.2 Manufacturing Cost Structure
11.2.1 Raw Materials
11.2.2 Labor Cost
11.2.3 Manufacturing Expenses
11.3 Lead-Acid Battery Materials Industrial Chain Analysis
11.4 Lead-Acid Battery Materials Market Dynamics
11.4.1 Lead-Acid Battery Materials Industry Trends
11.4.2 Lead-Acid Battery Materials Market Drivers
11.4.3 Lead-Acid Battery Materials Market Challenges
11.4.4 Lead-Acid Battery Materials Market Restraints
12 Market Strategy Analysis, Distributors
12.1 Sales Channel
12.2 Lead-Acid Battery Materials Distributors
12.3 Lead-Acid Battery Materials Downstream Customers
13 Research Findings and Conclusion
14 Appendix
14.1 Research Methodology
14.1.1 Methodology/Research Approach
14.1.2 Data Source
14.2 Author Details
14.3 Disclaimer
Published By : QY Research
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