Global Organic Soy Protein Concentrate Market Professional Survey Report 2018
- QYR2459288
- 109 Pages
- February 2018
- Food and Beverages
This report focuses on top manufacturers in global market, with production, price, revenue and market share for each manufacturer, covering
Harvest Innovations (U.S.)
World Food Processing (U.S.)
Devansoy Inc. (U.S.)
The Scoular Company (U.S.)
SunOpta Inc. (Canada)
FRANK Food Products (Netherlands)
Hodgson Mill (U.S.)
Agrawal Oil & Biocheam (India)
Biopress S.A.S. (France)
Natural Products, Inc. (U.S.)
On the basis of product, this report displays the production, revenue, price, market share and growth rate of each type, primarily split into
Dry
Liquid
By Application, the market can be split into
Functional foods
Infant formula
Bakery & confectionery
Meat alternatives
Dairy alternatives
Others
By Regions, this report covers (we can add the regions/countries as you want)
North America
China
Europe
Southeast Asia
Japan
India
If you have any special requirements, please let us know and we will offer you the report as you want.
Global Organic Soy Protein Concentrate Market Professional Survey Report 2017
1 Industry Overview of Organic Soy Protein Concentrate
1.1 Definition and Specifications of Organic Soy Protein Concentrate
1.1.1 Definition of Organic Soy Protein Concentrate
1.1.2 Specifications of Organic Soy Protein Concentrate
1.2 Classification of Organic Soy Protein Concentrate
1.2.1 Dry
1.2.2 Liquid
1.3 Applications of Organic Soy Protein Concentrate
1.3.1 Functional foods
1.3.2 Infant formula
1.3.3 Bakery & confectionery
1.3.4 Meat alternatives
1.3.5 Dairy alternatives
1.3.6 Others
1.4 Market Segment by Regions
1.4.1 North America
1.4.2 China
1.4.3 Europe
1.4.4 Southeast Asia
1.4.5 Japan
1.4.6 India
2 Manufacturing Cost Structure Analysis of Organic Soy Protein Concentrate
2.1 Raw Material and Suppliers
2.2 Manufacturing Cost Structure Analysis of Organic Soy Protein Concentrate
2.3 Manufacturing Process Analysis of Organic Soy Protein Concentrate
2.4 Industry Chain Structure of Organic Soy Protein Concentrate
3 Technical Data and Manufacturing Plants Analysis of Organic Soy Protein Concentrate
3.1 Capacity and Commercial Production Date of Global Organic Soy Protein Concentrate Major Manufacturers in 2016
3.2 Manufacturing Plants Distribution of Global Organic Soy Protein Concentrate Major Manufacturers in 2016
3.3 R&D Status and Technology Source of Global Organic Soy Protein Concentrate Major Manufacturers in 2016
3.4 Raw Materials Sources Analysis of Global Organic Soy Protein Concentrate Major Manufacturers in 2016
4 Global Organic Soy Protein Concentrate Overall Market Overview
4.1 2012-2017E Overall Market Analysis
4.2 Capacity Analysis
4.2.1 2012-2017E Global Organic Soy Protein Concentrate Capacity and Growth Rate Analysis
4.2.2 2016 Organic Soy Protein Concentrate Capacity Analysis (Company Segment)
4.3 Sales Analysis
4.3.1 2012-2017E Global Organic Soy Protein Concentrate Sales and Growth Rate Analysis
4.3.2 2016 Organic Soy Protein Concentrate Sales Analysis (Company Segment)
4.4 Sales Price Analysis
4.4.1 2012-2017E Global Organic Soy Protein Concentrate Sales Price
4.4.2 2016 Organic Soy Protein Concentrate Sales Price Analysis (Company Segment)
5 Organic Soy Protein Concentrate Regional Market Analysis
5.1 North America Organic Soy Protein Concentrate Market Analysis
5.1.1 North America Organic Soy Protein Concentrate Market Overview
5.1.2 North America 2012-2017E Organic Soy Protein Concentrate Local Supply, Import, Export, Local Consumption Analysis
5.1.3 North America 2012-2017E Organic Soy Protein Concentrate Sales Price Analysis
5.1.4 North America 2016 Organic Soy Protein Concentrate Market Share Analysis
5.2 China Organic Soy Protein Concentrate Market Analysis
5.2.1 China Organic Soy Protein Concentrate Market Overview
5.2.2 China 2012-2017E Organic Soy Protein Concentrate Local Supply, Import, Export, Local Consumption Analysis
5.2.3 China 2012-2017E Organic Soy Protein Concentrate Sales Price Analysis
5.2.4 China 2016 Organic Soy Protein Concentrate Market Share Analysis
5.3 Europe Organic Soy Protein Concentrate Market Analysis
5.3.1 Europe Organic Soy Protein Concentrate Market Overview
5.3.2 Europe 2012-2017E Organic Soy Protein Concentrate Local Supply, Import, Export, Local Consumption Analysis
5.3.3 Europe 2012-2017E Organic Soy Protein Concentrate Sales Price Analysis
5.3.4 Europe 2016 Organic Soy Protein Concentrate Market Share Analysis
5.4 Southeast Asia Organic Soy Protein Concentrate Market Analysis
5.4.1 Southeast Asia Organic Soy Protein Concentrate Market Overview
5.4.2 Southeast Asia 2012-2017E Organic Soy Protein Concentrate Local Supply, Import, Export, Local Consumption Analysis
5.4.3 Southeast Asia 2012-2017E Organic Soy Protein Concentrate Sales Price Analysis
5.4.4 Southeast Asia 2016 Organic Soy Protein Concentrate Market Share Analysis
5.5 Japan Organic Soy Protein Concentrate Market Analysis
5.5.1 Japan Organic Soy Protein Concentrate Market Overview
5.5.2 Japan 2012-2017E Organic Soy Protein Concentrate Local Supply, Import, Export, Local Consumption Analysis
5.5.3 Japan 2012-2017E Organic Soy Protein Concentrate Sales Price Analysis
5.5.4 Japan 2016 Organic Soy Protein Concentrate Market Share Analysis
5.6 India Organic Soy Protein Concentrate Market Analysis
5.6.1 India Organic Soy Protein Concentrate Market Overview
5.6.2 India 2012-2017E Organic Soy Protein Concentrate Local Supply, Import, Export, Local Consumption Analysis
5.6.3 India 2012-2017E Organic Soy Protein Concentrate Sales Price Analysis
5.6.4 India 2016 Organic Soy Protein Concentrate Market Share Analysis
6 Global 2012-2017E Organic Soy Protein Concentrate Segment Market Analysis (by Type)
6.1 Global 2012-2017E Organic Soy Protein Concentrate Sales by Type
6.2 Different Types of Organic Soy Protein Concentrate Product Interview Price Analysis
6.3 Different Types of Organic Soy Protein Concentrate Product Driving Factors Analysis
6.3.1 Dry of Organic Soy Protein Concentrate Growth Driving Factor Analysis
6.3.2 Liquid of Organic Soy Protein Concentrate Growth Driving Factor Analysis
7 Global 2012-2017E Organic Soy Protein Concentrate Segment Market Analysis (by Application)
7.1 Global 2012-2017E Organic Soy Protein Concentrate Consumption by Application
7.2 Different Application of Organic Soy Protein Concentrate Product Interview Price Analysis
7.3 Different Application of Organic Soy Protein Concentrate Product Driving Factors Analysis
7.3.1 Functional foods of Organic Soy Protein Concentrate Growth Driving Factor Analysis
7.3.2 Infant formula of Organic Soy Protein Concentrate Growth Driving Factor Analysis
7.3.3 Bakery & confectionery of Organic Soy Protein Concentrate Growth Driving Factor Analysis
7.3.4 Meat alternatives of Organic Soy Protein Concentrate Growth Driving Factor Analysis
7.3.5 Dairy alternatives of Organic Soy Protein Concentrate Growth Driving Factor Analysis
7.3.6 Others of Organic Soy Protein Concentrate Growth Driving Factor Analysis
8 Major Manufacturers Analysis of Organic Soy Protein Concentrate
8.1 Harvest Innovations (U.S.)
8.1.1 Company Profile
8.1.2 Product Picture and Specifications
8.1.2.1 Product A
8.1.2.2 Product B
8.1.3 Harvest Innovations (U.S.) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.1.4 Harvest Innovations (U.S.) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
8.2 World Food Processing (U.S.)
8.2.1 Company Profile
8.2.2 Product Picture and Specifications
8.2.2.1 Product A
8.2.2.2 Product B
8.2.3 World Food Processing (U.S.) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.2.4 World Food Processing (U.S.) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
8.3 Devansoy Inc. (U.S.)
8.3.1 Company Profile
8.3.2 Product Picture and Specifications
8.3.2.1 Product A
8.3.2.2 Product B
8.3.3 Devansoy Inc. (U.S.) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.3.4 Devansoy Inc. (U.S.) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
8.4 The Scoular Company (U.S.)
8.4.1 Company Profile
8.4.2 Product Picture and Specifications
8.4.2.1 Product A
8.4.2.2 Product B
8.4.3 The Scoular Company (U.S.) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.4.4 The Scoular Company (U.S.) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
8.5 SunOpta Inc. (Canada)
8.5.1 Company Profile
8.5.2 Product Picture and Specifications
8.5.2.1 Product A
8.5.2.2 Product B
8.5.3 SunOpta Inc. (Canada) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.5.4 SunOpta Inc. (Canada) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
8.6 FRANK Food Products (Netherlands)
8.6.1 Company Profile
8.6.2 Product Picture and Specifications
8.6.2.1 Product A
8.6.2.2 Product B
8.6.3 FRANK Food Products (Netherlands) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.6.4 FRANK Food Products (Netherlands) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
8.7 Hodgson Mill (U.S.)
8.7.1 Company Profile
8.7.2 Product Picture and Specifications
8.7.2.1 Product A
8.7.2.2 Product B
8.7.3 Hodgson Mill (U.S.) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.7.4 Hodgson Mill (U.S.) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
8.8 Agrawal Oil & Biocheam (India)
8.8.1 Company Profile
8.8.2 Product Picture and Specifications
8.8.2.1 Product A
8.8.2.2 Product B
8.8.3 Agrawal Oil & Biocheam (India) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.8.4 Agrawal Oil & Biocheam (India) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
8.9 Biopress S.A.S. (France)
8.9.1 Company Profile
8.9.2 Product Picture and Specifications
8.9.2.1 Product A
8.9.2.2 Product B
8.9.3 Biopress S.A.S. (France) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.9.4 Biopress S.A.S. (France) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
8.10 Natural Products, Inc. (U.S.)
8.10.1 Company Profile
8.10.2 Product Picture and Specifications
8.10.2.1 Product A
8.10.2.2 Product B
8.10.3 Natural Products, Inc. (U.S.) 2016 Organic Soy Protein Concentrate Sales, Ex-factory Price, Revenue, Gross Margin Analysis
8.10.4 Natural Products, Inc. (U.S.) 2016 Organic Soy Protein Concentrate Business Region Distribution Analysis
9 Development Trend of Analysis of Organic Soy Protein Concentrate Market
9.1 Global Organic Soy Protein Concentrate Market Trend Analysis
9.1.1 Global 2017-2022 Organic Soy Protein Concentrate Market Size (Volume and Value) Forecast
9.1.2 Global 2017-2022 Organic Soy Protein Concentrate Sales Price Forecast
9.2 Organic Soy Protein Concentrate Regional Market Trend
9.2.1 North America 2017-2022 Organic Soy Protein Concentrate Consumption Forecast
9.2.2 China 2017-2022 Organic Soy Protein Concentrate Consumption Forecast
9.2.3 Europe 2017-2022 Organic Soy Protein Concentrate Consumption Forecast
9.2.4 Southeast Asia 2017-2022 Organic Soy Protein Concentrate Consumption Forecast
9.2.5 Japan 2017-2022 Organic Soy Protein Concentrate Consumption Forecast
9.2.6 India 2017-2022 Organic Soy Protein Concentrate Consumption Forecast
9.3 Organic Soy Protein Concentrate Market Trend (Product Type)
9.4 Organic Soy Protein Concentrate Market Trend (Application)
10 Organic Soy Protein Concentrate Marketing Type Analysis
10.1 Organic Soy Protein Concentrate Regional Marketing Type Analysis
10.2 Organic Soy Protein Concentrate International Trade Type Analysis
10.3 Traders or Distributors with Contact Information of Organic Soy Protein Concentrate by Region
10.4 Organic Soy Protein Concentrate Supply Chain Analysis
11 Consumers Analysis of Organic Soy Protein Concentrate
11.1 Consumer 1 Analysis
11.2 Consumer 2 Analysis
11.3 Consumer 3 Analysis
11.4 Consumer 4 Analysis
12 Conclusion of the Global Organic Soy Protein Concentrate Market Professional Survey Report 2017
Methodology
Analyst Introduction
Data Source
Figure Picture of Organic Soy Protein Concentrate
Table Product Specifications of Organic Soy Protein Concentrate
Table Classification of Organic Soy Protein Concentrate
Figure Global Production Market Share of Organic Soy Protein Concentrate by Type in 2016
Figure Dry Picture
Table Major Manufacturers of Dry
Figure Liquid Picture
Table Major Manufacturers of Liquid
Table Applications of Organic Soy Protein Concentrate
Figure Global Consumption Volume Market Share of Organic Soy Protein Concentrate by Application in 2016
Figure Functional foods Examples
Table Major Consumers in Functional foods
Figure Infant formula Examples
Table Major Consumers in Infant formula
Figure Bakery & confectionery Examples
Table Major Consumers in Bakery & confectionery
Figure Meat alternatives Examples
Table Major Consumers in Meat alternatives
Figure Dairy alternatives Examples
Table Major Consumers in Dairy alternatives
Figure Others Examples
Table Major Consumers in Others
Figure Market Share of Organic Soy Protein Concentrate by Regions
Figure North America Organic Soy Protein Concentrate Market Size (Million USD) (2012-2022)
Figure China Organic Soy Protein Concentrate Market Size (Million USD) (2012-2022)
Figure Europe Organic Soy Protein Concentrate Market Size (Million USD) (2012-2022)
Figure Southeast Asia Organic Soy Protein Concentrate Market Size (Million USD) (2012-2022)
Figure Japan Organic Soy Protein Concentrate Market Size (Million USD) (2012-2022)
Figure India Organic Soy Protein Concentrate Market Size (Million USD) (2012-2022)
Table Organic Soy Protein Concentrate Raw Material and Suppliers
Table Manufacturing Cost Structure Analysis of Organic Soy Protein Concentrate in 2016
Figure Manufacturing Process Analysis of Organic Soy Protein Concentrate
Figure Industry Chain Structure of Organic Soy Protein Concentrate
Table Capacity and Commercial Production Date of Global Organic Soy Protein Concentrate Major Manufacturers in 2016
Table Manufacturing Plants Distribution of Global Organic Soy Protein Concentrate Major Manufacturers in 2016
Table R&D Status and Technology Source of Global Organic Soy Protein Concentrate Major Manufacturers in 2016
Table Raw Materials Sources Analysis of Global Organic Soy Protein Concentrate Major Manufacturers in 2016
Table Global Capacity, Sales , Price, Cost, Sales Revenue (M USD) and Gross Margin of Organic Soy Protein Concentrate 2012-2017
Figure Global 2012-2017E Organic Soy Protein Concentrate Market Size (Volume) and Growth Rate
Figure Global 2012-2017E Organic Soy Protein Concentrate Market Size (Value) and Growth Rate
Table 2012-2017E Global Organic Soy Protein Concentrate Capacity and Growth Rate
Table 2016 Global Organic Soy Protein Concentrate Capacity (K MT) List (Company Segment)
Table 2012-2017E Global Organic Soy Protein Concentrate Sales (K MT) and Growth Rate
Table 2016 Global Organic Soy Protein Concentrate Sales (K MT) List (Company Segment)
Table 2012-2017E Global Organic Soy Protein Concentrate Sales Price (USD/MT)
Table 2016 Global Organic Soy Protein Concentrate Sales Price (USD/MT) List (Company Segment)
Figure North America Capacity Overview
Table North America Supply, Import, Export and Consumption (K MT) of Organic Soy Protein Concentrate 2012-2017E
Figure North America 2012-2017E Organic Soy Protein Concentrate Sales Price (USD/MT)
Figure North America 2016 Organic Soy Protein Concentrate Sales Market Share
Figure China Capacity Overview
Table China Supply, Import, Export and Consumption (K MT) of Organic Soy Protein Concentrate 2012-2017E
Figure China 2012-2017E Organic Soy Protein Concentrate Sales Price (USD/MT)
Figure China 2016 Organic Soy Protein Concentrate Sales Market Share
Figure Europe Capacity Overview
Table Europe Supply, Import, Export and Consumption (K MT) of Organic Soy Protein Concentrate 2012-2017E
Figure Europe 2012-2017E Organic Soy Protein Concentrate Sales Price (USD/MT)
Figure Europe 2016 Organic Soy Protein Concentrate Sales Market Share
Figure Southeast Asia Capacity Overview
Table Southeast Asia Supply, Import, Export and Consumption (K MT) of Organic Soy Protein Concentrate 2012-2017E
Figure Southeast Asia 2012-2017E Organic Soy Protein Concentrate Sales Price (USD/MT)
Figure Southeast Asia 2016 Organic Soy Protein Concentrate Sales Market Share
Figure Japan Capacity Overview
Table Japan Supply, Import, Export and Consumption (K MT) of Organic Soy Protein Concentrate 2012-2017E
Figure Japan 2012-2017E Organic Soy Protein Concentrate Sales Price (USD/MT)
Figure Japan 2016 Organic Soy Protein Concentrate Sales Market Share
Figure India Capacity Overview
Table India Supply, Import, Export and Consumption (K MT) of Organic Soy Protein Concentrate 2012-2017E
Figure India 2012-2017E Organic Soy Protein Concentrate Sales Price (USD/MT)
Figure India 2016 Organic Soy Protein Concentrate Sales Market Share
Table Global 2012-2017E Organic Soy Protein Concentrate Sales (K MT) by Type
Table Different Types Organic Soy Protein Concentrate Product Interview Price
Table Global 2012-2017E Organic Soy Protein Concentrate Sales (K MT) by Application
Table Different Application Organic Soy Protein Concentrate Product Interview Price
Table Harvest Innovations (U.S.) Information List
Table Product A Overview
Table Product B Overview
Table 2016 Harvest Innovations (U.S.) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 Harvest Innovations (U.S.) Organic Soy Protein Concentrate Business Region Distribution
Table World Food Processing (U.S.) Information List
Table Product A Overview
Table Product B Overview
Table 2016 World Food Processing (U.S.) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 World Food Processing (U.S.) Organic Soy Protein Concentrate Business Region Distribution
Table Devansoy Inc. (U.S.) Information List
Table Product A Overview
Table Product B Overview
Table 2015 Devansoy Inc. (U.S.) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 Devansoy Inc. (U.S.) Organic Soy Protein Concentrate Business Region Distribution
Table The Scoular Company (U.S.) Information List
Table Product A Overview
Table Product B Overview
Table 2016 The Scoular Company (U.S.) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 The Scoular Company (U.S.) Organic Soy Protein Concentrate Business Region Distribution
Table SunOpta Inc. (Canada) Information List
Table Product A Overview
Table Product B Overview
Table 2016 SunOpta Inc. (Canada) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 SunOpta Inc. (Canada) Organic Soy Protein Concentrate Business Region Distribution
Table FRANK Food Products (Netherlands) Information List
Table Product A Overview
Table Product B Overview
Table 2016 FRANK Food Products (Netherlands) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 FRANK Food Products (Netherlands) Organic Soy Protein Concentrate Business Region Distribution
Table Hodgson Mill (U.S.) Information List
Table Product A Overview
Table Product B Overview
Table 2016 Hodgson Mill (U.S.) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 Hodgson Mill (U.S.) Organic Soy Protein Concentrate Business Region Distribution
Table Agrawal Oil & Biocheam (India) Information List
Table Product A Overview
Table Product B Overview
Table 2016 Agrawal Oil & Biocheam (India) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 Agrawal Oil & Biocheam (India) Organic Soy Protein Concentrate Business Region Distribution
Table Biopress S.A.S. (France) Information List
Table Product A Overview
Table Product B Overview
Table 2016 Biopress S.A.S. (France) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 Biopress S.A.S. (France) Organic Soy Protein Concentrate Business Region Distribution
Table Natural Products, Inc. (U.S.) Information List
Table Product A Overview
Table Product B Overview
Table 2016 Natural Products, Inc. (U.S.) Organic Soy Protein Concentrate Revenue (Million USD), Sales (K MT), Ex-factory Price (USD/MT)
Figure 2016 Natural Products, Inc. (U.S.) Organic Soy Protein Concentrate Business Region Distribution
Figure Global 2017-2022 Organic Soy Protein Concentrate Market Size (K MT) and Growth Rate Forecast
Figure Global 2017-2022 Organic Soy Protein Concentrate Market Size (Million USD) and Growth Rate Forecast
Figure Global 2017-2022 Organic Soy Protein Concentrate Sales Price (USD/MT) Forecast
Figure North America 2017-2022 Organic Soy Protein Concentrate Consumption Volume (K MT) and Growth Rate Forecast
Figure China 2017-2022 Organic Soy Protein Concentrate Consumption Volume (K MT) and Growth Rate Forecast
Figure Europe 2017-2022 Organic Soy Protein Concentrate Consumption Volume (K MT) and Growth Rate Forecast
Figure Southeast Asia 2017-2022 Organic Soy Protein Concentrate Consumption Volume (K MT) and Growth Rate Forecast
Figure Japan 2017-2022 Organic Soy Protein Concentrate Consumption Volume (K MT) and Growth Rate Forecast
Figure India 2017-2022 Organic Soy Protein Concentrate Consumption Volume (K MT) and Growth Rate Forecast
Table Global Sales Volume (K MT) of Organic Soy Protein Concentrate by Type 2017-2022
Table Global Consumption Volume (K MT) of Organic Soy Protein Concentrate by Application 2017-2022
Table Traders or Distributors with Contact Information of Organic Soy Protein Concentrate by Region
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