Construction Data Analytics Software Market Report

China Construction Data Analytics Software Industry Market Research Report 2023-2029

  • POSTDATE：Aug 16, 2023
  • PAGES：136
  • REPORT CODE：GMM1738815
  • REPORT SUMMARY
  • TABLE OF CONTENTS

  • This report elaborates on the current development of the Construction Data Analytics Software 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 and 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.

    By Player:

    • Datumate

    • Eos Group

    • Synchro

    • 152HQ

    • ProNovos Construction Analytics

    • Katerra

    • RIB Software

    • SmartPM Technologies

    • Buildcon

    • B2W Software

    • Spectra QEST

    • Biosite Systems Ltd

    • Disperse

    • BuildSafe

    • Builderbox

    • nPlan

    • Briq

    • Versatile

    • Doxelai

    • Valkir Academy

    • Autodesk

    • Nektar Inc

    • DADO

    By Type:

    • Installed-PC

    • Cloud-Based

    • Installed-Mobile

    By Application:

    • Building Owners

    • General Contractors

    • Sub-Contractors

    • Independent Construction Managers

    By Research Region:

    • North China

    • Central China

    • South China

    • East China

    • Northeast China

    • Southwest China

    • Northwest China

  • TABLE OF CONTENT

    Chapter 1 China Construction Data Analytics Software Market Overview 2018-2029

    • 1.1 China Construction Data Analytics Software Industry Development Overview

    • 1.2 China Construction Data Analytics Software Industry Development History

    • 1.3 China Construction Data Analytics Software Industry Market Size (2018-2029)

    • 1.4 China Construction Data Analytics Software Market Analysis by Type from Production Side

      • 1.4.1 China Construction Data Analytics Software Production Volume, Production Value and Growth Rate of Installed-PC (2018-2029)

      • 1.4.2 China Construction Data Analytics Software Production Volume, Production Value and Growth Rate of Cloud-Based (2018-2029)

      • 1.4.3 China Construction Data Analytics Software Production Volume, Production Value and Growth Rate of Installed-Mobile (2018-2029)

    • 1.5 China Construction Data Analytics Software Market Analysis by Application from Consumption End

      • 1.5.1 China Construction Data Analytics Software Sales Volume, Sales Value and Growth Rate of Building Owners (2018-2029)

      • 1.5.2 China Construction Data Analytics Software Sales Volume, Sales Value and Growth Rate of General Contractors (2018-2029)

      • 1.5.3 China Construction Data Analytics Software Sales Volume, Sales Value and Growth Rate of Sub-Contractors (2018-2029)

      • 1.5.4 China Construction Data Analytics Software Sales Volume, Sales Value and Growth Rate of Independent Construction Managers (2018-2029)

    • 1.6 China Construction Data Analytics Software Market Analysis by Region

      • 1.6.1 North China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

      • 1.6.2 Central China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

      • 1.6.3 South China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

      • 1.6.4 East China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

      • 1.6.5 Northeast China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

      • 1.6.6 Southwest China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

      • 1.6.7 Northwest China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

    Chapter 2 China Construction Data Analytics Software Industry Development Environment

    • 2.1 Industry Development Environment Analysis

      • 2.1.1 Industry Technological Progress Analysis

      • 2.1.2 Industrial Organizational Innovation Analysis

      • 2.1.3 Changes in Social Habits

      • 2.1.4 Alterations in Government Policies

      • 2.1.5 Impact of Economic Globalization

    • 2.2 Domestic and Foreign Industry Competition Analysis

      • 2.2.1 Comparative Analysis on Construction Data Analytics Software Market Status and Competition at home and abroad in 2023

      • 2.2.2 China Construction Data Analytics Software Market Status and Competition Analysis in 2023

      • 2.2.3 China Construction Data Analytics Software Market Concentration Analysis in 2023

    • 2.3 Problems and Countermeasures in the development of China Construction Data Analytics Software Industry

      • 2.3.1 Industry Development Constraints

      • 2.3.2 Industry Development Considerations

      • 2.3.3 Suggestions on Industry Development Measures

      • 2.3.4 Development Strategies for SMEs

    • 2.4 Influence of COVID-19 Outbreak on Construction Data Analytics Software Industry Development

    Chapter 3 Construction Data Analytics SoftwareIndustry Chain Analysis

    • 3.1 Construction Data Analytics Software Industry Chain

    • 3.2 Construction Data Analytics Software Upstream Industry Analysis

      • 3.2.1 Upstream Industry Development Status

      • 3.2.2 Upstream Industry Development Forecast

      • 3.2.3 Impact of Upstream Industry on the Construction Data Analytics Software Market

    • 3.3 Construction Data Analytics Software Downstream Industry Analysis

      • 3.3.1 Downstream Industry Development Status

      • 3.3.2 Downstream Industry Development Forecast

      • 3.3.3 Impact of Downstream Industry on the Construction Data Analytics Software Market

    Chapter 4 China Construction Data Analytics Software Market, by Type

    • 4.1 China Construction Data Analytics Software Market Trend, by Type

    • 4.2 Product Types of Major Suppliers

    • 4.3 Competitive Landscape of Major Types

    • 4.4 China Construction Data Analytics Software Total Production Volume and Growth Rate from Production Side

    • 4.5 China Construction Data Analytics Software Production Volume and Growth Rate, by Type

      • 4.5.1 China Construction Data Analytics Software Production Volume and Growth Rate of Installed-PC

      • 4.5.2 China Construction Data Analytics Software Production Volume and Growth Rate of Cloud-Based

      • 4.5.3 China Construction Data Analytics Software Production Volume and Growth Rate of Installed-Mobile

    Chapter 5 China Construction Data Analytics Software Market, by Application

    • 5.1 Downstream Market Overview

    • 5.2 Competitive Landscape of Major Applications

    • 5.3 Market Potential Analysis, by Application

    • 5.4 China Construction Data Analytics Software Total Market Size and Growth Rate from Consumption End

    • 5.5 China Construction Data Analytics Software Market Size and Growth Rate, by Application

      • 5.5.1 China Construction Data Analytics Software Market Size and Growth Rate of Building Owners

      • 5.5.2 China Construction Data Analytics Software Market Size and Growth Rate of General Contractors

      • 5.5.3 China Construction Data Analytics Software Market Size and Growth Rate of Sub-Contractors

      • 5.5.4 China Construction Data Analytics Software Market Size and Growth Rate of Independent Construction Managers

    Chapter 6 China Construction Data Analytics Software Market, by Region

    • 6.1 China Construction Data Analytics Software Production Volume and Production Value, by Region

    • 6.2 China Construction Data Analytics Software Sales Volume and Sales Value, by Region

    Chapter 7 North China Construction Data Analytics Software Market Analysis

    • 7.1 North China Construction Data Analytics Software Market, by Type

    • 7.2 North China Construction Data Analytics Software Market, by Application

    Chapter 8 Central China Construction Data Analytics Software Market Analysis

    • 8.1 Central China Construction Data Analytics Software Market, by Type

    • 8.2 Central China Construction Data Analytics Software Market, by Application

    Chapter 9 South China Construction Data Analytics Software Market Analysis

    • 9.1 South China Construction Data Analytics Software Market, by Type

    • 9.2 South China Construction Data Analytics Software Market, by Application

    Chapter 10 East China Construction Data Analytics Software Market Analysis

    • 10.1 East China Construction Data Analytics Software Market, by Type

    • 10.2 East China Construction Data Analytics Software Market, by Application

    Chapter 11 Northeast China Construction Data Analytics Software Market Analysis

    • 11.1 Northeast China Construction Data Analytics Software Market, by Type

    • 11.2 Northeast China Construction Data Analytics Software Market, by Application

    Chapter 12 Southwest China Construction Data Analytics Software Market Analysis

    • 12.1 Southwest China Construction Data Analytics Software Market, by Type

    • 12.2 Southwest China Construction Data Analytics Software Market, by Application

    Chapter 13 Northwest China Construction Data Analytics Software Market Analysis

    • 13.1 Northwest China Construction Data Analytics Software Market, by Type

    • 13.2 Northwest China Construction Data Analytics Software Market, by Application

    Chapter 14 Company Profiles

      • 14.1 Datumate

        • 14.1.1 Datumate Company Profile

        • 14.1.2 Datumate Construction Data Analytics Software Market Performance

        • 14.1.3 Product&Service Introduction

      • 14.2 Eos Group

        • 14.2.1 Eos Group Company Profile

        • 14.2.2 Eos Group Construction Data Analytics Software Market Performance

        • 14.2.3 Product&Service Introduction

      • 14.3 Synchro

        • 14.3.1 Synchro Company Profile

        • 14.3.2 Synchro Construction Data Analytics Software Market Performance

        • 14.3.3 Product&Service Introduction

      • 14.4 152HQ

        • 14.4.1 152HQ Company Profile

        • 14.4.2 152HQ Construction Data Analytics Software Market Performance

        • 14.4.3 Product&Service Introduction

      • 14.5 ProNovos Construction Analytics

        • 14.5.1 ProNovos Construction Analytics Company Profile

        • 14.5.2 ProNovos Construction Analytics Construction Data Analytics Software Market Performance

        • 14.5.3 Product&Service Introduction

      • 14.6 Katerra

        • 14.6.1 Katerra Company Profile

        • 14.6.2 Katerra Construction Data Analytics Software Market Performance

        • 14.6.3 Product&Service Introduction

      • 14.7 RIB Software

        • 14.7.1 RIB Software Company Profile

        • 14.7.2 RIB Software Construction Data Analytics Software Market Performance

        • 14.7.3 Product&Service Introduction

      • 14.8 SmartPM Technologies

        • 14.8.1 SmartPM Technologies Company Profile

        • 14.8.2 SmartPM Technologies Construction Data Analytics Software Market Performance

        • 14.8.3 Product&Service Introduction

      • 14.9 Buildcon

        • 14.9.1 Buildcon Company Profile

        • 14.9.2 Buildcon Construction Data Analytics Software Market Performance

        • 14.9.3 Product&Service Introduction

      • 14.10 B2W Software

        • 14.10.1 B2W Software Company Profile

        • 14.10.2 B2W Software Construction Data Analytics Software Market Performance

        • 14.10.3 Product&Service Introduction

      • 14.11 Spectra QEST

        • 14.11.1 Spectra QEST Company Profile

        • 14.11.2 Spectra QEST Construction Data Analytics Software Market Performance

        • 14.11.3 Product&Service Introduction

      • 14.12 Biosite Systems Ltd

        • 14.12.1 Biosite Systems Ltd Company Profile

        • 14.12.2 Biosite Systems Ltd Construction Data Analytics Software Market Performance

        • 14.12.3 Product&Service Introduction

      • 14.13 Disperse

        • 14.13.1 Disperse Company Profile

        • 14.13.2 Disperse Construction Data Analytics Software Market Performance

        • 14.13.3 Product&Service Introduction

      • 14.14 BuildSafe

        • 14.14.1 BuildSafe Company Profile

        • 14.14.2 BuildSafe Construction Data Analytics Software Market Performance

        • 14.14.3 Product&Service Introduction

      • 14.15 Builderbox

        • 14.15.1 Builderbox Company Profile

        • 14.15.2 Builderbox Construction Data Analytics Software Market Performance

        • 14.15.3 Product&Service Introduction

      • 14.16 nPlan

        • 14.16.1 nPlan Company Profile

        • 14.16.2 nPlan Construction Data Analytics Software Market Performance

        • 14.16.3 Product&Service Introduction

      • 14.17 Briq

        • 14.17.1 Briq Company Profile

        • 14.17.2 Briq Construction Data Analytics Software Market Performance

        • 14.17.3 Product&Service Introduction

      • 14.18 Versatile

        • 14.18.1 Versatile Company Profile

        • 14.18.2 Versatile Construction Data Analytics Software Market Performance

        • 14.18.3 Product&Service Introduction

      • 14.19 Doxelai

        • 14.19.1 Doxelai Company Profile

        • 14.19.2 Doxelai Construction Data Analytics Software Market Performance

        • 14.19.3 Product&Service Introduction

      • 14.20 Valkir Academy

        • 14.20.1 Valkir Academy Company Profile

        • 14.20.2 Valkir Academy Construction Data Analytics Software Market Performance

        • 14.20.3 Product&Service Introduction

      • 14.21 Autodesk

        • 14.21.1 Autodesk Company Profile

        • 14.21.2 Autodesk Construction Data Analytics Software Market Performance

        • 14.21.3 Product&Service Introduction

      • 14.22 Nektar Inc

        • 14.22.1 Nektar Inc Company Profile

        • 14.22.2 Nektar Inc Construction Data Analytics Software Market Performance

        • 14.22.3 Product&Service Introduction

      • 14.23 DADO

        • 14.23.1 DADO Company Profile

        • 14.23.2 DADO Construction Data Analytics Software Market Performance

        • 14.23.3 Product&Service Introduction

    Chapter 15 Research Conclusions and Investment Suggestions

    • 15.1 Construction Data Analytics Software Industry Research Conclusions

    • 15.2 Construction Data Analytics Software Industry Investment Suggestions

      • 15.2.1 Suggestions on Industry Development Strategy

      • 15.2.2 Suggestions on Industry Investment Direction

      • 15.2.3 Suggestions on Industry Investment Strategy


    List of Tables and Figures

    • Figure China Construction Data Analytics Software Industry Market Size (2018-2029)

    • Figure China Construction Data Analytics Software Production Volume, Production Value and Growth Rate of Installed-PC (2018-2029)

    • Figure China Construction Data Analytics Software Production Volume, Production Value and Growth Rate of Cloud-Based (2018-2029)

    • Figure China Construction Data Analytics Software Production Volume, Production Value and Growth Rate of Installed-Mobile (2018-2029)

    • Figure China Construction Data Analytics Software Sales Volume, Sales Value and Growth Rate of Building Owners (2018-2029)

    • Figure China Construction Data Analytics Software Sales Volume, Sales Value and Growth Rate of General Contractors (2018-2029)

    • Figure China Construction Data Analytics Software Sales Volume, Sales Value and Growth Rate of Sub-Contractors (2018-2029)

    • Figure China Construction Data Analytics Software Sales Volume, Sales Value and Growth Rate of Independent Construction Managers (2018-2029)

    • Figure North China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

    • Figure Central China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

    • Figure South China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

    • Figure East China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

    • Figure Northeast China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

    • Figure Southwest China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

    • Figure Northwest China Construction Data Analytics Software Market Size and Growth Rate from 2018-2029

    • Figure Construction Data Analytics Software Industry Chain

    • Table Product Types of Major Suppliers in 2023

    • Figure China Construction Data Analytics Software Market Share by Type in 2018

    • Figure China Construction Data Analytics Software Market Share by Type in 2023

    • Figure China Construction Data Analytics Software Total Production Volume and Growth Rate from Production Side (2018-2023)

    • Figure China Construction Data Analytics Software Production Volume and Growth Rate of Installed-PC (2018-2023)

    • Figure China Construction Data Analytics Software Production Volume and Growth Rate of Cloud-Based (2018-2023)

    • Figure China Construction Data Analytics Software Production Volume and Growth Rate of Installed-Mobile (2018-2023)

    • Figure China Construction Data Analytics Software Market Share by Application in 2018

    • Figure China Construction Data Analytics Software Market Share by Application in 2023

    • Figure China Construction Data Analytics Software Total Market Size and Growth Rate from Consumption End

    • Figure China Construction Data Analytics Software Market Size and Growth Rate of Building Owners (2018-2023)

    • Figure China Construction Data Analytics Software Market Size and Growth Rate of General Contractors (2018-2023)

    • Figure China Construction Data Analytics Software Market Size and Growth Rate of Sub-Contractors (2018-2023)

    • Figure China Construction Data Analytics Software Market Size and Growth Rate of Independent Construction Managers (2018-2023)

    • Table China Construction Data Analytics Software Production Volume by Region (2018-2023)

    • Table China Construction Data Analytics Software Production Volume Share by Region (2018-2023)

    • Figure China Construction Data Analytics Software Production Volume Share by Region (2018-2023)

    • Table China Construction Data Analytics Software Production Value by Region (2018-2023)

    • Table China Construction Data Analytics Software Production Value Share by Region (2018-2023)

    • Figure China Construction Data Analytics Software Production Value Share by Region (2018-2023)

    • Table China Construction Data Analytics Software Sales Volume by Region (2018-2023)

    • Table China Construction Data Analytics Software Sales Volume Share by Region (2018-2023)

    • Figure China Construction Data Analytics Software Sales Volume Share by Region (2018-2023)

    • Table China Construction Data Analytics Software Sales Value by Region (2018-2023)

    • Table China Construction Data Analytics Software Sales Value Share by Region (2018-2023)

    • Figure China Construction Data Analytics Software Sales Value Share by Region (2018-2023)

    • Table North China Construction Data Analytics Software Production Volume by Type (2018-2023)

    • Table North China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Figure North China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Table North China Construction Data Analytics Software Sales Volume by Application (2018-2023)

    • Table North China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Figure North China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Table Central China Construction Data Analytics Software Production Volume by Type (2018-2023)

    • Table Central China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Figure Central China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Table Central China Construction Data Analytics Software Sales Volume by Application (2018-2023)

    • Table Central China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Figure Central China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Table South China Construction Data Analytics Software Production Volume by Type (2018-2023)

    • Table South China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Figure South China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Table South China Construction Data Analytics Software Sales Volume by Application (2018-2023)

    • Table South China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Figure South China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Table East China Construction Data Analytics Software Production Volume by Type (2018-2023)

    • Table East China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Figure East China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Table East China Construction Data Analytics Software Sales Volume by Application (2018-2023)

    • Table East China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Figure East China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Table Northeast China Construction Data Analytics Software Production Volume by Type (2018-2023)

    • Table Northeast China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Figure Northeast China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Table Northeast China Construction Data Analytics Software Sales Volume by Application (2018-2023)

    • Table Northeast China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Figure Northeast China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Table Southwest China Construction Data Analytics Software Production Volume by Type (2018-2023)

    • Table Southwest China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Figure Southwest China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Table Southwest China Construction Data Analytics Software Sales Volume by Application (2018-2023)

    • Table Southwest China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Figure Southwest China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Table Northwest China Construction Data Analytics Software Production Volume by Type (2018-2023)

    • Table Northwest China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Figure Northwest China Construction Data Analytics Software Production Volume Share by Type (2018-2023)

    • Table Northwest China Construction Data Analytics Software Sales Volume by Application (2018-2023)

    • Table Northwest China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Figure Northwest China Construction Data Analytics Software Sales Volume Share by Application (2018-2023)

    • Table Datumate Company Profile

    • Table Datumate Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Eos Group Company Profile

    • Table Eos Group Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Synchro Company Profile

    • Table Synchro Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table 152HQ Company Profile

    • Table 152HQ Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table ProNovos Construction Analytics Company Profile

    • Table ProNovos Construction Analytics Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Katerra Company Profile

    • Table Katerra Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table RIB Software Company Profile

    • Table RIB Software Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table SmartPM Technologies Company Profile

    • Table SmartPM Technologies Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Buildcon Company Profile

    • Table Buildcon Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table B2W Software Company Profile

    • Table B2W Software Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Spectra QEST Company Profile

    • Table Spectra QEST Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Biosite Systems Ltd Company Profile

    • Table Biosite Systems Ltd Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Disperse Company Profile

    • Table Disperse Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table BuildSafe Company Profile

    • Table BuildSafe Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Builderbox Company Profile

    • Table Builderbox Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table nPlan Company Profile

    • Table nPlan Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Briq Company Profile

    • Table Briq Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Versatile Company Profile

    • Table Versatile Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Doxelai Company Profile

    • Table Doxelai Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Valkir Academy Company Profile

    • Table Valkir Academy Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Autodesk Company Profile

    • Table Autodesk Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table Nektar Inc Company Profile

    • Table Nektar Inc Construction Data Analytics Software Revenue, Price and Gross (2018-2023)

    • Table DADO Company Profile

    • Table DADO Construction Data Analytics Software Revenue, Price and Gross (2018-2023)


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