Digital Assorting System Market Report

Global and China Digital Assorting System Industry Market Research Report (2017-2028)

  • POSTDATE：Dec 12, 2022
  • PAGES：183
  • REPORT CODE：GMM1458510
  • REPORT SUMMARY
  • TABLE OF CONTENTS

  • This report elaborates on the current development of the Digital Assorting System industry thoroughly based on the international market dynamics and China's market situation.

    For a start, the report provides an in-depth analysis of the current market situation through three different aspects - by region, by type and by application, which includes market distribution of different types and applications, import and export analysis of major regions, development trends of different types of products in each region, market opportunities and market restrains of different applications.

    Secondly, this report lists the major players in the industry, displaying their market positions along with the strengths and weaknesses of their products, picturing the current competitive situation of the whole market. 

    Last but not least, the report analyzes and predicts the investment prospects and risks in the industry on the basis of industry data, combined with experts' opinions and suggestions.

    Please note that the figures and tables shown in the sample are just for the purpose of demonstration, which may differ from those in the final report.

    Competitive Landscape:

    • Daifuku

    • ZIN Corporation

    • SMCore

    • AIOI

    Region:

    • China

    • North America

    • Europe

    • APAC

    • Latin America, Middle East and Africa

    Type:

    • 1-Layer Picking Indicator Method

    • 2-Layer Multi-Outpacing Method

    • 4-Layer and Multi Method

    Application:

    • Manufacturing

    • Distribution

  • Table of Content

    Chapter 1 Industry Overview & Development Status in Global and China Market

    • 1.1 Digital Assorting System Industry Overview

      • 1.1.1 Digital Assorting System Market Scope and Market Segments

      • 1.1.2 Digital Assorting System Industry Characteristics

      • 1.1.3 Global and China Digital Assorting System Sales Volume and Growth Rate (2017-2028)

      • 1.1.4 Global and China Digital Assorting System Production Value and Growth Rate (2017-2028)

    • 1.2 Global Digital Assorting System Market Size and Growth Rate by Type (2017-2028)

      • 1.2.1 1-Layer Picking Indicator Method

      • 1.2.2 2-Layer Multi-Outpacing Method

      • 1.2.3 4-Layer and Multi Method

    • 1.3 Global Digital Assorting System Market Size and Growth Rate by Application (2017-2028)

      • 1.3.1 Manufacturing

      • 1.3.2 Distribution

    • 1.4 Market Analysis by Region

      • 1.4.1 North America Digital Assorting System Consumption Market Size and Growth Rate (2017-2028)

      • 1.4.2 Europe Digital Assorting System Consumption Market Size and Growth Rate (2017-2028)

      • 1.4.3 APAC Digital Assorting System Consumption Market Size and Growth Rate (2017-2028)

      • 1.4.4 Latin America, Middle East and Africa Digital Assorting System Consumption Market Size and Growth Rate (2017-2028)

    • 1.5 Global Digital Assorting System Sales Volume, Price, Sales Value, Gross and Gross Margin (2017-2028)

      • 1.5.1 Global Digital Assorting System Sales Volume, Price, Sales Value, Gross and Gross Margin (2017-2028)

    • 1.6 China Digital Assorting System Sales Volume, Price, Sales Value (2017-2028)

      • 1.6.1 China Digital Assorting System Sales Volume, Price, Sales Value (2017-2028)

    Chapter 2 Global Digital Assorting System Market Trends and Competitive Landscape

    • 2.1 Market Trends and Dynamics

      • 2.1.1 Challenges and Restraints

      • 2.1.2 Opportunities and Potentialities

      • 2.1.3 Mergers and Acquisitions

    • 2.2 Competitive Landscape

      • 2.2.1 Market Concentration Rate Analysis

      • 2.2.2 Digital Assorting System Industry Porter's Five Forces Model Analysis

      • 2.2.3 Digital Assorting System Industry PEST Analysis

    • 2.3 Digital Assorting System Industry Chain Analysis

      • 2.3.1 Raw Material Supplies

      • 2.3.2 Digital Assorting System Downstream Market Analysis

      • 2.3.3 Upstream and Downstream Impacts on Digital Assorting System Industry

    Chapter 3 Global and China Digital Assorting System Market, by Manufacturer

    • 3.1 Global and China Digital Assorting System Sales Volume, Sales Value and Market Share, by Manufacturer (2021&2022)

      • 3.1.1 Global and China Digital Assorting System Sales Volume, by Manufacturer (2021&2022)

      • 3.1.2 Global and China Digital Assorting System Sales Value, by Manufacturer (2021&2022)

      • 3.1.3 Global and China Digital Assorting System Market Share, by Manufacturer (2021&2022)

    • 3.2 SWOT Analysis on Global and China Digital Assorting System Market Top 3 Players

    Chapter 4 Global and China Digital Assorting System Market, by Type (2017-2028)

    • 4.1 Digital Assorting System Market Trend, by Type

    • 4.2 Global Digital Assorting System Sales Volume, Sales Value, Market Share and Price Trend, by Type

      • 4.2.1 Global Digital Assorting System Sales Volume and Market Share, by Type (2017-2028)

      • 4.2.2 Global Digital Assorting System Sales Value and Market Share, by Type (2017-2028)

      • 4.2.3 Global Digital Assorting System Price Trend, by Type (2017-2028)

    • 4.3 China Digital Assorting System Sales Volume, Sales Value, Market Share and Price Trend, by Type

      • 4.3.1 China Digital Assorting System Sales Volume and Market Share, by Type (2017-2028)

      • 4.3.2 China Digital Assorting System Sales Value and Market Share, by Type (2017-2028)

      • 4.3.3 China Digital Assorting System Price Trend, by Type (2017-2028)

    Chapter 5 Global and China Digital Assorting System Market, by Application (2017-2028)

    • 5.1 Downstream Market Overview

    • 5.2 Global Digital Assorting System Sales Volume, Sales Value and Market Share, by Application

      • 5.2.1 Global Digital Assorting System Sales Volume and Market Share, by Application (2017-2028)

      • 5.2.2 Global Digital Assorting System Sales Value and Market Share, by Application (2017-2028)

    • 5.3 China Digital Assorting System Sales Volume, Sales Value and Market Share, by Application

      • 5.3.1 China Digital Assorting System Sales Volume and Market Share, by Application (2017-2028)

      • 5.3.2 China Digital Assorting System Sales Value and Market Share, by Application (2017-2028)

    Chapter 6 Global Digital Assorting System Production, Import, Consumption and Export, by Region (2017-2022)

    • 6.1 China Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    • 6.2 North America Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    • 6.3 Europe Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    • 6.4 APAC Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    • 6.5 Latin America, Middle East and Africa Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    Chapter 7 North America Digital Assorting System Market Analysis

    • 7.1 North America Digital Assorting System Market, by Type

    • 7.2 North America Digital Assorting System Market, by Application

    • 7.3 North America Digital Assorting System Market Analysis and Forecast, by Country

      • 7.3.1 United States Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 7.3.2 Canada Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 7.3.3 Mexico Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

    Chapter 8 Europe Digital Assorting System Market Analysis

    • 8.1 Europe Digital Assorting System Market, by Type

    • 8.2 Europe Digital Assorting System Market, by Application

    • 8.3 Europe Digital Assorting System Market Analysis and Forecast, by Country

      • 8.3.1 Germany Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 8.3.2 UK Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 8.3.3 France Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 8.3.4 Italy Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 8.3.5 Nordic Countries Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 8.3.6 Spain Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 8.3.7 Belgium Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 8.3.8 Poland Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 8.3.9 Russia Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 8.3.10 Turkey Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

    Chapter 9 APAC Digital Assorting System Market Analysis

    • 9.1 APAC Digital Assorting System Market, by Type

    • 9.2 APAC Digital Assorting System Market, by Application

    • 9.3 APAC Digital Assorting System Market Analysis and Forecast, by Country

      • 9.3.1 China Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 9.3.2 Japan Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 9.3.3 Australia and New Zealand Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 9.3.4 India Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 9.3.5 ASEAN Countries Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 9.3.6 South Korea Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

    Chapter 10 Latin America, Middle East and Africa Digital Assorting System Market Analysis

    • 10.1 Latin America, Middle East and Africa Digital Assorting System Market, by Type

    • 10.2 Latin America, Middle East and Africa Digital Assorting System Market, by Application

    • 10.3 Latin America, Middle East and Africa Digital Assorting System Market Analysis and Forecast, by Country

      • 10.3.1 GCC Countries Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 10.3.2 Brazil Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 10.3.3 Nigeria Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 10.3.4 South Africa Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

      • 10.3.5 Argentina Digital Assorting System Sales Volume, Sales Value and Growth Rate (2017-2028)

    Chapter 11 Global and China Digital Assorting System Company Profiles

      • 11.1 Daifuku

        • 11.1.1 Daifuku Basic Information, Plants Distribution, Sales Region, Competitors and Market Position

        • 11.1.2 Daifuku Digital Assorting System Product Profiles, Application and Specification

        • 11.1.3 Daifuku Digital Assorting System Sales Volume, Revenue, Price, Gross and Gross Margin (2017-2022)

      • 11.2 ZIN Corporation

        • 11.2.1 ZIN Corporation Basic Information, Plants Distribution, Sales Region, Competitors and Market Position

        • 11.2.2 ZIN Corporation Digital Assorting System Product Profiles, Application and Specification

        • 11.2.3 ZIN Corporation Digital Assorting System Sales Volume, Revenue, Price, Gross and Gross Margin (2017-2022)

      • 11.3 SMCore

        • 11.3.1 SMCore Basic Information, Plants Distribution, Sales Region, Competitors and Market Position

        • 11.3.2 SMCore Digital Assorting System Product Profiles, Application and Specification

        • 11.3.3 SMCore Digital Assorting System Sales Volume, Revenue, Price, Gross and Gross Margin (2017-2022)

      • 11.4 AIOI

        • 11.4.1 AIOI Basic Information, Plants Distribution, Sales Region, Competitors and Market Position

        • 11.4.2 AIOI Digital Assorting System Product Profiles, Application and Specification

        • 11.4.3 AIOI Digital Assorting System Sales Volume, Revenue, Price, Gross and Gross Margin (2017-2022)

    Chapter 12 Digital Assorting System Industry Investment Prospect and Risk Assessment

    • 12.1 Digital Assorting System Industry Investment Prospect Assessment

      • 12.1.1 Investment Opportunities in Segmented Markets

      • 12.1.2 Investment Opportunities in Regional Markets

      • 12.1.3 Investment Opportunities in Subdivided Industries

    • 12.2 Digital Assorting System Industry Investment Risk Assessment

      • 12.2.1 Competitive Risk Analysis

      • 12.2.2 Technology Risk Analysis

      • 12.2.3 Policies and Enterprise System Risk Analysis

    List of Tables and Figures

    • Figure Global Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure China Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Global Digital Assorting System Production Value and Growth Rate (2017-2028)

    • Figure China Digital Assorting System Production Value and Growth Rate (2017-2028)

    • Figure Global Digital Assorting System Market Size and Growth Rate of 1-Layer Picking Indicator Method (2017-2028)

    • Figure Global Digital Assorting System Market Size and Growth Rate of 2-Layer Multi-Outpacing Method (2017-2028)

    • Figure Global Digital Assorting System Market Size and Growth Rate of 4-Layer and Multi Method (2017-2028)

    • Figure Global Digital Assorting System Market Size and Growth Rate of Manufacturing (2017-2028)

    • Figure Global Digital Assorting System Market Size and Growth Rate of Distribution (2017-2028)

    • Figure North America Digital Assorting System Consumption Market Size and Growth Rate (2017-2028)

    • Figure Europe Digital Assorting System Consumption Market Size and Growth Rate (2017-2028)

    • Figure APAC Digital Assorting System Consumption Market Size and Growth Rate (2017-2028)

    • Figure Latin America, Middle East and Africa Digital Assorting System Consumption Market Size and Growth Rate (2017-2028)

    • Figure Global Digital Assorting System Sales Volume, Price, Sales Value, Gross and Gross Margin (2017-2028)

    • Figure China Digital Assorting System Sales Volume, Price, Sales Value (2017-2028)

    • Figure Porter's Five Forces Model Analysis

    • Figure Industry PEST Analysis

    • Table Global and China Digital Assorting System Sales Volume, by Manufacturer (2021&2022)

    • Table Global and China Digital Assorting System Sales Value, by Manufacturer (2021&2022)

    • Table Global and China Digital Assorting System Market Share, by Manufacturer (2021&2022)

    • Figure Global and China Digital Assorting System Market Share, by Manufacturer in 2021

    • Figure Global and China Digital Assorting System Market Share, by Manufacturer in 2022

    • Table Global Digital Assorting System Sales Volume, by Type (2017-2028)

    • Table Global Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Figure Global Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Table Global Digital Assorting System Sales Value, by Type (2017-2028)

    • Table Global Digital Assorting System Sales Value Share, by Type (2017-2028)

    • Figure Global Digital Assorting System Price Trend, by Type (2017-2028)

    • Table China Digital Assorting System Sales Volume, by Type (2017-2028)

    • Table China Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Figure China Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Table China Digital Assorting System Sales Value, by Type (2017-2028)

    • Table China Digital Assorting System Sales Value Share, by Type (2017-2028)

    • Figure China Digital Assorting System Price Trend, by Type (2017-2028)

    • Table Global Digital Assorting System Sales Volume, by Application (2017-2028)

    • Table Global Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure Global Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Table Global Digital Assorting System Sales Value, by Application (2017-2028)

    • Table Global Digital Assorting System Sales Value Share, by Application (2017-2028)

    • Figure Global Digital Assorting System Sales Value Share, by Application (2017-2028)

    • Table China Digital Assorting System Sales Volume, by Application (2017-2028)

    • Table China Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure China Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Table China Digital Assorting System Sales Value, by Application (2017-2028)

    • Table China Digital Assorting System Sales Value Share, by Application (2017-2028)

    • Figure China Digital Assorting System Sales Value Share, by Application (2017-2028)

    • Figure China Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    • Figure North America Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    • Figure Europe Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    • Figure APAC Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    • Figure Latin America, Middle East and Africa Digital Assorting System Production, Import, Consumption and Export (2017-2022)

    • Table North America Digital Assorting System Sales Volume, by Type (2017-2028)

    • Table North America Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Figure North America Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Table North America Digital Assorting System Sales Volume, by Application (2017-2028)

    • Table North America Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure North America Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure United States Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure United States Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Canada Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Canada Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Mexico Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Mexico Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Table Europe Digital Assorting System Sales Volume, by Type (2017-2028)

    • Table Europe Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Figure Europe Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Table Europe Digital Assorting System Sales Volume, by Application (2017-2028)

    • Table Europe Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure Europe Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure Germany Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Germany Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure UK Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure UK Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure France Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure France Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Italy Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Italy Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Nordic Countries Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Nordic Countries Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Spain Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Spain Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Belgium Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Belgium Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Poland Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Poland Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Russia Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Russia Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Turkey Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Turkey Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Table APAC Digital Assorting System Sales Volume, by Type (2017-2028)

    • Table APAC Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Figure APAC Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Table APAC Digital Assorting System Sales Volume, by Application (2017-2028)

    • Table APAC Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure APAC Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure China Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure China Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Japan Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Japan Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Australia and New Zealand Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Australia and New Zealand Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure India Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure India Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure ASEAN Countries Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure ASEAN Countries Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure South Korea Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure South Korea Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Table Latin America, Middle East and Africa Digital Assorting System Sales Volume, by Type (2017-2028)

    • Table Latin America, Middle East and Africa Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Figure Latin America, Middle East and Africa Digital Assorting System Sales Volume Share, by Type (2017-2028)

    • Table Latin America, Middle East and Africa Digital Assorting System Sales Volume, by Application (2017-2028)

    • Table Latin America, Middle East and Africa Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure Latin America, Middle East and Africa Digital Assorting System Sales Volume Share, by Application (2017-2028)

    • Figure GCC Countries Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure GCC Countries Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Brazil Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Brazil Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Nigeria Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Nigeria Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure South Africa Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure South Africa Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Figure Argentina Digital Assorting System Sales Volume and Growth Rate (2017-2028)

    • Figure Argentina Digital Assorting System Sales Value and Growth Rate (2017-2028)

    • Table Daifuku Basic Information, Plants Distribution, Sales Region, Competitors and Market Position

    • Table Daifuku Product Profiles, Application and Specification

    • Table Daifuku Digital Assorting System Sales Volume, Revenue, Price, Gross and Gross Margin (2017-2022)

    • Table ZIN Corporation Basic Information, Plants Distribution, Sales Region, Competitors and Market Position

    • Table ZIN Corporation Product Profiles, Application and Specification

    • Table ZIN Corporation Digital Assorting System Sales Volume, Revenue, Price, Gross and Gross Margin (2017-2022)

    • Table SMCore Basic Information, Plants Distribution, Sales Region, Competitors and Market Position

    • Table SMCore Product Profiles, Application and Specification

    • Table SMCore Digital Assorting System Sales Volume, Revenue, Price, Gross and Gross Margin (2017-2022)

    • Table AIOI Basic Information, Plants Distribution, Sales Region, Competitors and Market Position

    • Table AIOI Product Profiles, Application and Specification

    • Table AIOI Digital Assorting System Sales Volume, Revenue, Price, Gross and Gross Margin (2017-2022)

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