Mass Flow Devices Market

Global Mass Flow Devices Market Professional Survey Report 2021

  • Published Date : 09-07-2021
  • Pages : 117
  • Report Id : 13448
  • Categories : Manufacturing

This report studies the global Mass Flow Devices market status and forecast, categorizes the global Mass Flow Devices market size (value & volume) by manufacturers, type, application, and region. This report focuses on the top manufacturers in North America, Europe, Japan, China, India, Southeast Asia and other regions (Central & South America, and Middle East & Africa).

The global Mass Flow Devices market is valued at xx million US$ in 2020 and is expected to reach xx million US$ by the end of 2027, growing at a CAGR of xx.x % between 2021 and 2027.

The major manufacturers covered in this report
Axetris
Fluke
Brooks Instrument
OMEGA Engineering
Sierra Instruments
Horiba
Sensirion
McMillan Flow Products
SICK
Alicat Scientific
MKS
Burkert
Parker Hannifin
Tokyo Keiso
Vogtlin
Azbil Corporation

Geographically, this report studies the top producers and consumers, focuses on product capacity, production, value, consumption, market share and growth opportunity in these key regions, covering
North America
Europe
China
Japan
India
Southeast Asia
Other regions (Central & South America, Middle East & Africa)

The regional scope of the study is as follows:
North America
United States
Canada
Mexico
Asia-Pacific
China
India
Japan
South Korea
Australia
Indonesia
Singapore
Rest of Asia-Pacific
Europe
Germany
France
UK
Italy
Spain
Russia
Rest of Europe
Central & South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Saudi Arabia
Turkey
Rest of Middle East & Africa

On the basis of product, this report displays the production, revenue, price, market share and growth rate of each type, primarily split into
Mass Flow Controller
Mass Flow Meter
Mass Flow Manifold

By Application, the market can be split into
Chemicals
Oil & Gas
Food & Beverages
Pharmaceuticals
Semiconductor
Metals & Mining
Semiconductor
Water & Wastewater Treatment

The study objectives of this report are:
To analyze and study the global Mass Flow Devices capacity, production, value, consumption, status (2016-2020) and forecast (2021-2027);
Focuses on the key Mass Flow Devices manufacturers, to study the capacity, production, value, market share and development plans in future.
Focuses on the global key manufacturers, to define, describe and analyze the market competition landscape, SWOT analysis.
To define, describe and forecast the market by type, application and region.
To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints and risks.
To identify significant trends and factors driving or inhibiting the market growth.
To analyze the opportunities in the market for stakeholders by identifying the high growth segments.
To strategically analyze each submarket with respect to individual growth trend and their contribution to the market.
To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
To strategically profile the key players and comprehensively analyze their growth strategies.

In this study, the years considered to estimate the market size of Mass Flow Devices are as follows:
History Year: 2016-2020
Base Year: 2020
Estimated Year: 2021
Forecast Year 2021 to 2027

For the data information by region, company, type and application, 2020 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

Key Stakeholders
Mass Flow Devices Manufacturers
Mass Flow Devices Distributors/Traders/Wholesalers
Mass Flow Devices Subcomponent Manufacturers
Industry Association
Downstream Vendors

Available Customizations
With the given market data, QYResearch offers customizations according to the company's specific needs. The following customization options are available for the report:
Regional and country-level analysis of the Mass Flow Devices market, by end-use.
Detailed analysis and profiles of additional market players.
End of Summary


Table of Contents

Global Mass Flow Devices Market Professional Survey Report 2021
1 Industry Overview of Mass Flow Devices
1.1 Definition and Specifications of Mass Flow Devices
1.1.1 Definition of Mass Flow Devices
1.1.2 Specifications of Mass Flow Devices
1.2 Classification of Mass Flow Devices
1.2.1 Mass Flow Controller
1.2.2 Mass Flow Meter
1.2.3 Mass Flow Manifold
1.3 Applications of Mass Flow Devices
1.3.1 Chemicals
1.3.2 Oil & Gas
1.3.3 Food & Beverages
1.3.4 Pharmaceuticals
1.3.5 Semiconductor
1.3.6 Metals & Mining
1.3.7 Semiconductor
1.3.8 Water & Wastewater Treatment
1.4 Market Segment by Regions
1.4.1 North America
1.4.2 Europe
1.4.3 China
1.4.4 Japan
1.4.5 Southeast Asia
1.4.6 India

2 Manufacturing Cost Structure Analysis of Mass Flow Devices
2.1 Raw Material and Suppliers
2.2 Manufacturing Cost Structure Analysis of Mass Flow Devices
2.3 Manufacturing Process Analysis of Mass Flow Devices
2.4 Industry Chain Structure of Mass Flow Devices

3 Technical Data and Manufacturing Plants Analysis of Mass Flow Devices
3.1 Capacity and Commercial Production Date of Global Mass Flow Devices Major Manufacturers in 2020
3.2 Manufacturing Plants Distribution of Global Mass Flow Devices Major Manufacturers in 2020
3.3 R&D Status and Technology Source of Global Mass Flow Devices Major Manufacturers in 2020
3.4 Raw Materials Sources Analysis of Global Mass Flow Devices Major Manufacturers in 2020

4 Global Mass Flow Devices Overall Market Overview
4.1 2016 - 2021E Overall Market Analysis
4.2 Capacity Analysis
4.2.1 2016 - 2021E Global Mass Flow Devices Capacity and Growth Rate Analysis
4.2.2 2020 Mass Flow Devices Capacity Analysis (Company Segment)
4.3 Sales Analysis
4.3.1 2016 - 2021E Global Mass Flow Devices Sales and Growth Rate Analysis
4.3.2 2020 Mass Flow Devices Sales Analysis (Company Segment)
4.4 Sales Price Analysis
4.4.1 2016 - 2021E Global Mass Flow Devices Sales Price
4.4.2 2020 Mass Flow Devices Sales Price Analysis (Company Segment)

5 Mass Flow Devices Regional Market Analysis
5.1 North America Mass Flow Devices Market Analysis
5.1.1 North America Mass Flow Devices Market Overview
5.1.2 North America 2016 - 2021E Mass Flow Devices Local Supply, Import, Export, Local Consumption Analysis
5.1.3 North America 2016 - 2021E Mass Flow Devices Sales Price Analysis
5.1.4 North America 2020 Mass Flow Devices Market Share Analysis
5.2 Europe Mass Flow Devices Market Analysis
5.2.1 Europe Mass Flow Devices Market Overview
5.2.2 Europe 2016 - 2021E Mass Flow Devices Local Supply, Import, Export, Local Consumption Analysis
5.2.3 Europe 2016 - 2021E Mass Flow Devices Sales Price Analysis
5.2.4 Europe 2020 Mass Flow Devices Market Share Analysis
5.3 China Mass Flow Devices Market Analysis
5.3.1 China Mass Flow Devices Market Overview
5.3.2 China 2016 - 2021E Mass Flow Devices Local Supply, Import, Export, Local Consumption Analysis
5.3.3 China 2016 - 2021E Mass Flow Devices Sales Price Analysis
5.3.4 China 2020 Mass Flow Devices Market Share Analysis
5.4 Japan Mass Flow Devices Market Analysis
5.4.1 Japan Mass Flow Devices Market Overview
5.4.2 Japan 2016 - 2021E Mass Flow Devices Local Supply, Import, Export, Local Consumption Analysis
5.4.3 Japan 2016 - 2021E Mass Flow Devices Sales Price Analysis
5.4.4 Japan 2020 Mass Flow Devices Market Share Analysis
5.5 Southeast Asia Mass Flow Devices Market Analysis
5.5.1 Southeast Asia Mass Flow Devices Market Overview
5.5.2 Southeast Asia 2016 - 2021E Mass Flow Devices Local Supply, Import, Export, Local Consumption Analysis
5.5.3 Southeast Asia 2016 - 2021E Mass Flow Devices Sales Price Analysis
5.5.4 Southeast Asia 2020 Mass Flow Devices Market Share Analysis
5.6 India Mass Flow Devices Market Analysis
5.6.1 India Mass Flow Devices Market Overview
5.6.2 India 2016 - 2021E Mass Flow Devices Local Supply, Import, Export, Local Consumption Analysis
5.6.3 India 2016 - 2021E Mass Flow Devices Sales Price Analysis
5.6.4 India 2020 Mass Flow Devices Market Share Analysis

6 Global 2016 - 2021E Mass Flow Devices Segment Market Analysis (by Type)
6.1 Global 2016 - 2021E Mass Flow Devices Sales by Type
6.2 Different Types of Mass Flow Devices Product Interview Price Analysis
6.3 Different Types of Mass Flow Devices Product Driving Factors Analysis
6.3.1 Mass Flow Controller of Mass Flow Devices Growth Driving Factor Analysis
6.3.2 Mass Flow Meter of Mass Flow Devices Growth Driving Factor Analysis
6.3.3 Mass Flow Manifold of Mass Flow Devices Growth Driving Factor Analysis

7 Global 2016 - 2021E Mass Flow Devices Segment Market Analysis (by Application)
7.1 Global 2016 - 2021E Mass Flow Devices Consumption by Application
7.2 Different Application of Mass Flow Devices Product Interview Price Analysis
7.3 Different Application of Mass Flow Devices Product Driving Factors Analysis
7.3.1 Chemicals of Mass Flow Devices Growth Driving Factor Analysis
7.3.2 Oil & Gas of Mass Flow Devices Growth Driving Factor Analysis
7.3.3 Food & Beverages of Mass Flow Devices Growth Driving Factor Analysis
7.3.4 Pharmaceuticals of Mass Flow Devices Growth Driving Factor Analysis
7.3.5 Semiconductor of Mass Flow Devices Growth Driving Factor Analysis
7.3.6 Metals & Mining of Mass Flow Devices Growth Driving Factor Analysis
7.3.7 Semiconductor of Mass Flow Devices Growth Driving Factor Analysis
7.3.8 Water & Wastewater Treatment of Mass Flow Devices Growth Driving Factor Analysis

8 Major Manufacturers Analysis of Mass Flow Devices
8.1 Axetris
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 Axetris 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.1.4 Axetris 2020 Mass Flow Devices Business Region Distribution Analysis
8.2 Fluke
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 Fluke 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.2.4 Fluke 2020 Mass Flow Devices Business Region Distribution Analysis
8.3 Brooks Instrument
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 Brooks Instrument 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.3.4 Brooks Instrument 2020 Mass Flow Devices Business Region Distribution Analysis
8.4 OMEGA Engineering
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 OMEGA Engineering 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.4.4 OMEGA Engineering 2020 Mass Flow Devices Business Region Distribution Analysis
8.5 Sierra Instruments
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 Sierra Instruments 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.5.4 Sierra Instruments 2020 Mass Flow Devices Business Region Distribution Analysis
8.6 Horiba
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 Horiba 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.6.4 Horiba 2020 Mass Flow Devices Business Region Distribution Analysis
8.7 Sensirion
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 Sensirion 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.7.4 Sensirion 2020 Mass Flow Devices Business Region Distribution Analysis
8.8 McMillan Flow Products
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 McMillan Flow Products 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.8.4 McMillan Flow Products 2020 Mass Flow Devices Business Region Distribution Analysis
8.9 SICK
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 SICK 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.9.4 SICK 2020 Mass Flow Devices Business Region Distribution Analysis
8.10 Alicat Scientific
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 Alicat Scientific 2020 Mass Flow Devices Sales, Ex - factory Price, Revenue, Gross Margin Analysis
8.10.4 Alicat Scientific 2020 Mass Flow Devices Business Region Distribution Analysis
8.11 MKS
8.12 Burkert
8.13 Parker Hannifin
8.14 Tokyo Keiso
8.15 Vogtlin
8.16 Azbil Corporation

9 Development Trend of Analysis of Mass Flow Devices Market
9.1 Global Mass Flow Devices Market Trend Analysis
9.1.1 Global 2021 - 2027 Mass Flow Devices Market Size (Volume and Value) Forecast
9.1.2 Global 2021 - 2027 Mass Flow Devices Sales Price Forecast
9.2 Mass Flow Devices Regional Market Trend
9.2.1 North America 2021 - 2027 Mass Flow Devices Consumption Forecast
9.2.2 Europe 2021 - 2027 Mass Flow Devices Consumption Forecast
9.2.3 China 2021 - 2027 Mass Flow Devices Consumption Forecast
9.2.4 Japan 2021 - 2027 Mass Flow Devices Consumption Forecast
9.2.5 Southeast Asia 2021 - 2027 Mass Flow Devices Consumption Forecast
9.2.6 India 2021 - 2027 Mass Flow Devices Consumption Forecast
9.3 Mass Flow Devices Market Trend (Product Type)
9.4 Mass Flow Devices Market Trend (Application)

10 Mass Flow Devices Marketing Type Analysis
10.1 Mass Flow Devices Regional Marketing Type Analysis
10.2 Mass Flow Devices International Trade Type Analysis
10.3 Traders or Distributors with Contact Information of Mass Flow Devices by Region
10.4 Mass Flow Devices Supply Chain Analysis

11 Consumers Analysis of Mass Flow Devices
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 Mass Flow Devices Market Professional Survey Report 2020
Methodology
Analyst Introduction
Data Source
List of Tables and Figures
Figure Picture of Mass Flow Devices
Table Product Specifications of Mass Flow Devices
Table Classification of Mass Flow Devices
Figure Global Production Market Share of Mass Flow Devices by Type in 2020
Figure Mass Flow Controller Picture
Table Major Manufacturers of Mass Flow Controller
Figure Mass Flow Meter Picture
Table Major Manufacturers of Mass Flow Meter
Figure Mass Flow Manifold Picture
Table Major Manufacturers of Mass Flow Manifold
Table Applications of Mass Flow Devices
Figure Global Consumption Volume Market Share of Mass Flow Devices by Application in 2020
Figure Chemicals Examples
Table Major Consumers in Chemicals
Figure Oil & Gas Examples
Table Major Consumers in Oil & Gas
Figure Food & Beverages Examples
Table Major Consumers in Food & Beverages
Figure Pharmaceuticals Examples
Table Major Consumers in Pharmaceuticals
Figure Semiconductor Examples
Table Major Consumers in Semiconductor
Figure Metals & Mining Examples
Table Major Consumers in Metals & Mining
Figure Semiconductor Examples
Table Major Consumers in Semiconductor
Figure Water & Wastewater Treatment Examples
Table Major Consumers in Water & Wastewater Treatment
Figure Market Share of Mass Flow Devices by Regions
Figure North America Mass Flow Devices Market Size (Million USD) (2016 - 2027)
Figure Europe Mass Flow Devices Market Size (Million USD) (2016 - 2027)
Figure China Mass Flow Devices Market Size (Million USD) (2016 - 2027)
Figure Japan Mass Flow Devices Market Size (Million USD) (2016 - 2027)
Figure Southeast Asia Mass Flow Devices Market Size (Million USD) (2016 - 2027)
Figure India Mass Flow Devices Market Size (Million USD) (2016 - 2027)
Table Mass Flow Devices Raw Material and Suppliers
Table Manufacturing Cost Structure Analysis of Mass Flow Devices in 2020
Figure Manufacturing Process Analysis of Mass Flow Devices
Figure Industry Chain Structure of Mass Flow Devices
Table Capacity and Commercial Production Date of Global Mass Flow Devices Major Manufacturers in 2020
Table Manufacturing Plants Distribution of Global Mass Flow Devices Major Manufacturers in 2020
Table R&D Status and Technology Source of Global Mass Flow Devices Major Manufacturers in 2020
Table Raw Materials Sources Analysis of Global Mass Flow Devices Major Manufacturers in 2020
Table Global Capacity, Sales , Price, Cost, Sales Revenue (M USD) and Gross Margin of Mass Flow Devices 2016 - 2021E
Figure Global 2016 - 2021E Mass Flow Devices Market Size (Volume) and Growth Rate
Figure Global 2016 - 2021E Mass Flow Devices Market Size (Value) and Growth Rate
Table 2016 - 2021E Global Mass Flow Devices Capacity and Growth Rate
Table 2020 Global Mass Flow Devices Capacity (K Units) List (Company Segment)
Table 2016 - 2021E Global Mass Flow Devices Sales (K Units) and Growth Rate
Table 2020 Global Mass Flow Devices Sales (K Units) List (Company Segment)
Table 2016 - 2021E Global Mass Flow Devices Sales Price (USD/Unit)
Table 2020 Global Mass Flow Devices Sales Price (USD/Unit) List (Company Segment)
Figure North America Capacity Overview
Table North America Supply, Import, Export and Consumption (K Units) of Mass Flow Devices 2016 - 2021E
Figure North America 2016 - 2021E Mass Flow Devices Sales Price (USD/Unit)
Figure North America 2020 Mass Flow Devices Sales Market Share
Figure Europe Capacity Overview
Table Europe Supply, Import, Export and Consumption (K Units) of Mass Flow Devices 2016 - 2021E
Figure Europe 2016 - 2021E Mass Flow Devices Sales Price (USD/Unit)
Figure Europe 2020 Mass Flow Devices Sales Market Share
Figure China Capacity Overview
Table China Supply, Import, Export and Consumption (K Units) of Mass Flow Devices 2016 - 2021E
Figure China 2016 - 2021E Mass Flow Devices Sales Price (USD/Unit)
Figure China 2020 Mass Flow Devices Sales Market Share
Figure Japan Capacity Overview
Table Japan Supply, Import, Export and Consumption (K Units) of Mass Flow Devices 2016 - 2021E
Figure Japan 2016 - 2021E Mass Flow Devices Sales Price (USD/Unit)
Figure Japan 2020 Mass Flow Devices Sales Market Share
Figure Southeast Asia Capacity Overview
Table Southeast Asia Supply, Import, Export and Consumption (K Units) of Mass Flow Devices 2016 - 2021E
Figure Southeast Asia 2016 - 2021E Mass Flow Devices Sales Price (USD/Unit)
Figure Southeast Asia 2020 Mass Flow Devices Sales Market Share
Figure India Capacity Overview
Table India Supply, Import, Export and Consumption (K Units) of Mass Flow Devices 2016 - 2021E
Figure India 2016 - 2021E Mass Flow Devices Sales Price (USD/Unit)
Figure India 2020 Mass Flow Devices Sales Market Share
Table Global 2016 - 2021E Mass Flow Devices Sales (K Units) by Type
Table Different Types Mass Flow Devices Product Interview Price
Table Global 2016 - 2021E Mass Flow Devices Sales (K Units) by Application
Table Different Application Mass Flow Devices Product Interview Price
Table Axetris Information List
Table Product A Overview
Table Product B Overview
Table 2020 Axetris Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 Axetris Mass Flow Devices Business Region Distribution
Table Fluke Information List
Table Product A Overview
Table Product B Overview
Table 2020 Fluke Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 Fluke Mass Flow Devices Business Region Distribution
Table Brooks Instrument Information List
Table Product A Overview
Table Product B Overview
Table 2015 Brooks Instrument Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 Brooks Instrument Mass Flow Devices Business Region Distribution
Table OMEGA Engineering Information List
Table Product A Overview
Table Product B Overview
Table 2020 OMEGA Engineering Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 OMEGA Engineering Mass Flow Devices Business Region Distribution
Table Sierra Instruments Information List
Table Product A Overview
Table Product B Overview
Table 2020 Sierra Instruments Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 Sierra Instruments Mass Flow Devices Business Region Distribution
Table Horiba Information List
Table Product A Overview
Table Product B Overview
Table 2020 Horiba Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 Horiba Mass Flow Devices Business Region Distribution
Table Sensirion Information List
Table Product A Overview
Table Product B Overview
Table 2020 Sensirion Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 Sensirion Mass Flow Devices Business Region Distribution
Table McMillan Flow Products Information List
Table Product A Overview
Table Product B Overview
Table 2020 McMillan Flow Products Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 McMillan Flow Products Mass Flow Devices Business Region Distribution
Table SICK Information List
Table Product A Overview
Table Product B Overview
Table 2020 SICK Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 SICK Mass Flow Devices Business Region Distribution
Table Alicat Scientific Information List
Table Product A Overview
Table Product B Overview
Table 2020 Alicat Scientific Mass Flow Devices Revenue (Million USD), Sales (K Units), Ex - factory Price (USD/Unit)
Figure 2020 Alicat Scientific Mass Flow Devices Business Region Distribution
Table MKS Information List
Table Burkert Information List
Table Parker Hannifin Information List
Table Tokyo Keiso Information List
Table Vogtlin Information List
Table Azbil Corporation Information List
Figure Global 2021 - 2027 Mass Flow Devices Market Size (K Units) and Growth Rate Forecast
Figure Global 2021 - 2027 Mass Flow Devices Market Size (Million USD) and Growth Rate Forecast
Figure Global 2021 - 2027 Mass Flow Devices Sales Price (USD/Unit) Forecast
Figure North America 2021 - 2027 Mass Flow Devices Consumption Volume (K Units) and Growth Rate Forecast
Figure China 2021 - 2027 Mass Flow Devices Consumption Volume (K Units) and Growth Rate Forecast
Figure Europe 2021 - 2027 Mass Flow Devices Consumption Volume (K Units) and Growth Rate Forecast
Figure Southeast Asia 2021 - 202

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