プレディクティブツインの世界市場に関する洞察と2028年までの予測Global Predictive Twin Market Insights and Forecast to 2028 市場の分析と洞察。プレディクティブツインの世界市場 Predictive Twinの世界市場規模は、2021年の100万米ドルから2028年には100万米ドルに達すると予測され、2022年から2028年の間にCAGRが%になると予測されて... もっと見る
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サマリー市場の分析と洞察。プレディクティブツインの世界市場Predictive Twinの世界市場規模は、2021年の100万米ドルから2028年には100万米ドルに達すると予測され、2022年から2028年の間にCAGRが%になると予測されています。 この健康危機による経済変化を十分に考慮し、2021年にPredictive Twin世界市場の%を占めたParts Twinは、2028年までに100万米ドルの価値を持ち、COVID-19後の期間に改訂された%のCAGRで成長すると予測されます。航空宇宙・防衛セグメントは、この予測期間を通して%CAGRに変更されている一方で。 中国Predictive Twinの市場規模は2021年に百万米ドル、北米と欧州Predictive Twinはそれぞれ百万米ドル、百万米ドルとなっています。北米の割合は2021年に%、中国とヨーロッパはそれぞれ%と%であり、中国の割合は2028年に%に達すると予測され、分析期間を通じてCAGRは%であることが判明した。日本、韓国、東南アジアはアジアの注目すべき市場であり、今後6年間のCAGRはそれぞれ%、%、%である。ヨーロッパのPredictive Twinの展望としては、ドイツが2028年までに100万米ドルに達すると予測され、予測期間中のCAGRは%である。 本レポートは、業界標準の分析精度と高いデータ整合性により、世界のPredictive Twin市場で利用可能な主要機会を明らかにし、プレイヤーが市場で確固たる地位を獲得するのに役立つ素晴らしい試みとなっています。本レポートの購入者は、世界のPredictive Twin市場の全体規模(収益ベース)を含む、検証済みで信頼できる市場予測にアクセスできます。 全体として、本レポートは、プレイヤーが競合他社に対する競争力を獲得し、世界のPredictive Twin市場における持続的な成功を確保するために使用できる効果的なツールであることが証明されています。レポートで提供されるすべての調査結果、データ、情報は、信頼できる情報源の助けを借りて検証され、再確認されています。レポートを執筆したアナリストは、世界のPredictive Twin市場を詳細に調査するため、独自の業界最高水準の調査分析アプローチを採用しています。 世界のプレディクティブツインの範囲と市場規模 プレディクティブツイン市場は、プレイヤー別、地域(国)別、タイプ別、用途別に分類されます。世界のPredictive Twin市場におけるプレイヤー、ステークホルダー、その他の参加者は、本レポートを強力なリソースとして利用することで、優位に立つことができるでしょう。セグメント別分析では、2017年から2028年までのタイプ別、アプリケーション別の収益と予測に焦点を当てます。 タイプ別セグメント パーツツイン プロダクトツイン プロセスツイン システムツイン 用途別セグメント 航空宇宙・防衛 自動車・輸送機器 機械製造 エネルギー&ユーティリティ その他 会社別 ゼネラルエレクトリック(米国) PTC(米国) シーメンス(ドイツ) ダッソーシステムズ(フランス) IBMコーポレーション(米国) ANSYS(アメリカ) マイクロソフト株式会社(米国) オラクル社(米国) 地域別 北米 米国 カナダ 欧州 ドイツ フランス イギリス イタリア ロシア 北欧諸国 その他の欧州地域 アジア太平洋地域 中国 日本 韓国 東南アジア インド オーストラリア その他のアジア ラテンアメリカ メキシコ ブラジル ラテンアメリカの残りの地域 中近東・アフリカ トルコ サウジアラビア UAE MEAの残りの部分 目次1 Report Business Overview1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Predictive Twin Market Size Growth Rate by Type, 2017 VS 2021 VS 2028 1.2.2 Parts Twin 1.2.3 Product Twin 1.2.4 Process Twin 1.2.5 System Twin 1.3 Market by Application 1.3.1 Global Predictive Twin Market Size Growth Rate by Application, 2017 VS 2021 VS 2028 1.3.2 Aerospace & Defense 1.3.3 Automotive & Transportation 1.3.4 Machine Manufacturing 1.3.5 Energy & Utilities 1.3.6 Others 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Predictive Twin Market Perspective (2017-2028) 2.2 Predictive Twin Growth Trends by Region 2.2.1 Predictive Twin Market Size by Region: 2017 VS 2021 VS 2028 2.2.2 Predictive Twin Historic Market Size by Region (2017-2022) 2.2.3 Predictive Twin Forecasted Market Size by Region (2023-2028) 2.3 Predictive Twin Market Dynamics 2.3.1 Predictive Twin Industry Trends 2.3.2 Predictive Twin Market Drivers 2.3.3 Predictive Twin Market Challenges 2.3.4 Predictive Twin Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Predictive Twin Players by Revenue 3.1.1 Global Top Predictive Twin Players by Revenue (2017-2022) 3.1.2 Global Predictive Twin Revenue Market Share by Players (2017-2022) 3.2 Global Predictive Twin Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 3.3 Players Covered: Ranking by Predictive Twin Revenue 3.4 Global Predictive Twin Market Concentration Ratio 3.4.1 Global Predictive Twin Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Predictive Twin Revenue in 2021 3.5 Predictive Twin Key Players Head office and Area Served 3.6 Key Players Predictive Twin Product Solution and Service 3.7 Date of Enter into Predictive Twin Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Predictive Twin Breakdown Data by Type 4.1 Global Predictive Twin Historic Market Size by Type (2017-2022) 4.2 Global Predictive Twin Forecasted Market Size by Type (2023-2028) 5 Predictive Twin Breakdown Data by Application 5.1 Global Predictive Twin Historic Market Size by Application (2017-2022) 5.2 Global Predictive Twin Forecasted Market Size by Application (2023-2028) 6 North America 6.1 North America Predictive Twin Market Size (2017-2028) 6.2 North America Predictive Twin Market Size by Type 6.2.1 North America Predictive Twin Market Size by Type (2017-2022) 6.2.2 North America Predictive Twin Market Size by Type (2023-2028) 6.2.3 North America Predictive Twin Market Share by Type (2017-2028) 6.3 North America Predictive Twin Market Size by Application 6.3.1 North America Predictive Twin Market Size by Application (2017-2022) 6.3.2 North America Predictive Twin Market Size by Application (2023-2028) 6.3.3 North America Predictive Twin Market Share by Application (2017-2028) 6.4 North America Predictive Twin Market Size by Country 6.4.1 North America Predictive Twin Market Size by Country (2017-2022) 6.4.2 North America Predictive Twin Market Size by Country (2023-2028) 6.4.3 U.S. 6.4.4 Canada 7 Europe 7.1 Europe Predictive Twin Market Size (2017-2028) 7.2 Europe Predictive Twin Market Size by Type 7.2.1 Europe Predictive Twin Market Size by Type (2017-2022) 7.2.2 Europe Predictive Twin Market Size by Type (2023-2028) 7.2.3 Europe Predictive Twin Market Share by Type (2017-2028) 7.3 Europe Predictive Twin Market Size by Application 7.3.1 Europe Predictive Twin Market Size by Application (2017-2022) 7.3.2 Europe Predictive Twin Market Size by Application (2023-2028) 7.3.3 Europe Predictive Twin Market Share by Application (2017-2028) 7.4 Europe Predictive Twin Market Size by Country 7.4.1 Europe Predictive Twin Market Size by Country (2017-2022) 7.4.2 Europe Predictive Twin Market Size by Country (2023-2028) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic Countries 8 Asia-Pacific 8.1 Asia-Pacific Predictive Twin Market Size (2017-2028) 8.2 Asia-Pacific Predictive Twin Market Size by Type 8.2.1 Asia-Pacific Predictive Twin Market Size by Type (2017-2022) 8.2.2 Asia-Pacific Predictive Twin Market Size by Type (2023-2028) 8.2.3 Asia-Pacific Predictive Twin Market Share by Type (2017-2028) 8.3 Asia-Pacific Predictive Twin Market Size by Application 8.3.1 Asia-Pacific Predictive Twin Market Size by Application (2017-2022) 8.3.2 Asia-Pacific Predictive Twin Market Size by Application (2023-2028) 8.3.3 Asia-Pacific Predictive Twin Market Share by Application (2017-2028) 8.4 Asia-Pacific Predictive Twin Market Size by Region 8.4.1 Asia-Pacific Predictive Twin Market Size by Region (2017-2022) 8.4.2 Asia-Pacific Predictive Twin Market Size by Region (2023-2028) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Predictive Twin Market Size (2017-2028) 9.2 Latin America Predictive Twin Market Size by Type 9.2.1 Latin America Predictive Twin Market Size by Type (2017-2022) 9.2.2 Latin America Predictive Twin Market Size by Type (2023-2028) 9.2.3 Latin America Predictive Twin Market Share by Type (2017-2028) 9.3 Latin America Predictive Twin Market Size by Application 9.3.1 Latin America Predictive Twin Market Size by Application (2017-2022) 9.3.2 Latin America Predictive Twin Market Size by Application (2023-2028) 9.3.3 Latin America Predictive Twin Market Share by Application (2017-2028) 9.4 Latin America Predictive Twin Market Size by Country 9.4.1 Latin America Predictive Twin Market Size by Country (2017-2022) 9.4.2 Latin America Predictive Twin Market Size by Country (2023-2028) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Predictive Twin Market Size (2017-2028) 10.2 Middle East & Africa Predictive Twin Market Size by Type 10.2.1 Middle East & Africa Predictive Twin Market Size by Type (2017-2022) 10.2.2 Middle East & Africa Predictive Twin Market Size by Type (2023-2028) 10.2.3 Middle East & Africa Predictive Twin Market Share by Type (2017-2028) 10.3 Middle East & Africa Predictive Twin Market Size by Application 10.3.1 Middle East & Africa Predictive Twin Market Size by Application (2017-2022) 10.3.2 Middle East & Africa Predictive Twin Market Size by Application (2023-2028) 10.3.3 Middle East & Africa Predictive Twin Market Share by Application (2017-2028) 10.4 Middle East & Africa Predictive Twin Market Size by Country 10.4.1 Middle East & Africa Predictive Twin Market Size by Country (2017-2022) 10.4.2 Middle East & Africa Predictive Twin Market Size by Country (2023-2028) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 UAE 11 Key Players Profiles 11.1 General Electric(US) 11.1.1 General Electric(US) Company Details 11.1.2 General Electric(US) Business Overview 11.1.3 General Electric(US) Predictive Twin Introduction 11.1.4 General Electric(US) Revenue in Predictive Twin Business (2017-2022) 11.1.5 General Electric(US) Recent Developments 11.2 PTC(US) 11.2.1 PTC(US) Company Details 11.2.2 PTC(US) Business Overview 11.2.3 PTC(US) Predictive Twin Introduction 11.2.4 PTC(US) Revenue in Predictive Twin Business (2017-2022) 11.2.5 PTC(US) Recent Developments 11.3 Siemens(Germany) 11.3.1 Siemens(Germany) Company Details 11.3.2 Siemens(Germany) Business Overview 11.3.3 Siemens(Germany) Predictive Twin Introduction 11.3.4 Siemens(Germany) Revenue in Predictive Twin Business (2017-2022) 11.3.5 Siemens(Germany) Recent Developments 11.4 Dassault Systèmes(France) 11.4.1 Dassault Systèmes(France) Company Details 11.4.2 Dassault Systèmes(France) Business Overview 11.4.3 Dassault Systèmes(France) Predictive Twin Introduction 11.4.4 Dassault Systèmes(France) Revenue in Predictive Twin Business (2017-2022) 11.4.5 Dassault Systèmes(France) Recent Developments 11.5 IBM Corporation(US) 11.5.1 IBM Corporation(US) Company Details 11.5.2 IBM Corporation(US) Business Overview 11.5.3 IBM Corporation(US) Predictive Twin Introduction 11.5.4 IBM Corporation(US) Revenue in Predictive Twin Business (2017-2022) 11.5.5 IBM Corporation(US) Recent Developments 11.6 ANSYS(US) 11.6.1 ANSYS(US) Company Details 11.6.2 ANSYS(US) Business Overview 11.6.3 ANSYS(US) Predictive Twin Introduction 11.6.4 ANSYS(US) Revenue in Predictive Twin Business (2017-2022) 11.6.5 ANSYS(US) Recent Developments 11.7 Microsoft Corporation(US) 11.7.1 Microsoft Corporation(US) Company Details 11.7.2 Microsoft Corporation(US) Business Overview 11.7.3 Microsoft Corporation(US) Predictive Twin Introduction 11.7.4 Microsoft Corporation(US) Revenue in Predictive Twin Business (2017-2022) 11.7.5 Microsoft Corporation(US) Recent Developments 11.8 Oracle Corporation(US) 11.8.1 Oracle Corporation(US) Company Details 11.8.2 Oracle Corporation(US) Business Overview 11.8.3 Oracle Corporation(US) Predictive Twin Introduction 11.8.4 Oracle Corporation(US) Revenue in Predictive Twin Business (2017-2022) 11.8.5 Oracle Corporation(US) Recent Developments 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Author Details 13.3 Disclaimer
SummaryMarket Analysis and Insights: Global Predictive Twin Market Table of Contents1 Report Business Overview1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Predictive Twin Market Size Growth Rate by Type, 2017 VS 2021 VS 2028 1.2.2 Parts Twin 1.2.3 Product Twin 1.2.4 Process Twin 1.2.5 System Twin 1.3 Market by Application 1.3.1 Global Predictive Twin Market Size Growth Rate by Application, 2017 VS 2021 VS 2028 1.3.2 Aerospace & Defense 1.3.3 Automotive & Transportation 1.3.4 Machine Manufacturing 1.3.5 Energy & Utilities 1.3.6 Others 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Predictive Twin Market Perspective (2017-2028) 2.2 Predictive Twin Growth Trends by Region 2.2.1 Predictive Twin Market Size by Region: 2017 VS 2021 VS 2028 2.2.2 Predictive Twin Historic Market Size by Region (2017-2022) 2.2.3 Predictive Twin Forecasted Market Size by Region (2023-2028) 2.3 Predictive Twin Market Dynamics 2.3.1 Predictive Twin Industry Trends 2.3.2 Predictive Twin Market Drivers 2.3.3 Predictive Twin Market Challenges 2.3.4 Predictive Twin Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Predictive Twin Players by Revenue 3.1.1 Global Top Predictive Twin Players by Revenue (2017-2022) 3.1.2 Global Predictive Twin Revenue Market Share by Players (2017-2022) 3.2 Global Predictive Twin Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 3.3 Players Covered: Ranking by Predictive Twin Revenue 3.4 Global Predictive Twin Market Concentration Ratio 3.4.1 Global Predictive Twin Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Predictive Twin Revenue in 2021 3.5 Predictive Twin Key Players Head office and Area Served 3.6 Key Players Predictive Twin Product Solution and Service 3.7 Date of Enter into Predictive Twin Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Predictive Twin Breakdown Data by Type 4.1 Global Predictive Twin Historic Market Size by Type (2017-2022) 4.2 Global Predictive Twin Forecasted Market Size by Type (2023-2028) 5 Predictive Twin Breakdown Data by Application 5.1 Global Predictive Twin Historic Market Size by Application (2017-2022) 5.2 Global Predictive Twin Forecasted Market Size by Application (2023-2028) 6 North America 6.1 North America Predictive Twin Market Size (2017-2028) 6.2 North America Predictive Twin Market Size by Type 6.2.1 North America Predictive Twin Market Size by Type (2017-2022) 6.2.2 North America Predictive Twin Market Size by Type (2023-2028) 6.2.3 North America Predictive Twin Market Share by Type (2017-2028) 6.3 North America Predictive Twin Market Size by Application 6.3.1 North America Predictive Twin Market Size by Application (2017-2022) 6.3.2 North America Predictive Twin Market Size by Application (2023-2028) 6.3.3 North America Predictive Twin Market Share by Application (2017-2028) 6.4 North America Predictive Twin Market Size by Country 6.4.1 North America Predictive Twin Market Size by Country (2017-2022) 6.4.2 North America Predictive Twin Market Size by Country (2023-2028) 6.4.3 U.S. 6.4.4 Canada 7 Europe 7.1 Europe Predictive Twin Market Size (2017-2028) 7.2 Europe Predictive Twin Market Size by Type 7.2.1 Europe Predictive Twin Market Size by Type (2017-2022) 7.2.2 Europe Predictive Twin Market Size by Type (2023-2028) 7.2.3 Europe Predictive Twin Market Share by Type (2017-2028) 7.3 Europe Predictive Twin Market Size by Application 7.3.1 Europe Predictive Twin Market Size by Application (2017-2022) 7.3.2 Europe Predictive Twin Market Size by Application (2023-2028) 7.3.3 Europe Predictive Twin Market Share by Application (2017-2028) 7.4 Europe Predictive Twin Market Size by Country 7.4.1 Europe Predictive Twin Market Size by Country (2017-2022) 7.4.2 Europe Predictive Twin Market Size by Country (2023-2028) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic Countries 8 Asia-Pacific 8.1 Asia-Pacific Predictive Twin Market Size (2017-2028) 8.2 Asia-Pacific Predictive Twin Market Size by Type 8.2.1 Asia-Pacific Predictive Twin Market Size by Type (2017-2022) 8.2.2 Asia-Pacific Predictive Twin Market Size by Type (2023-2028) 8.2.3 Asia-Pacific Predictive Twin Market Share by Type (2017-2028) 8.3 Asia-Pacific Predictive Twin Market Size by Application 8.3.1 Asia-Pacific Predictive Twin Market Size by Application (2017-2022) 8.3.2 Asia-Pacific Predictive Twin Market Size by Application (2023-2028) 8.3.3 Asia-Pacific Predictive Twin Market Share by Application (2017-2028) 8.4 Asia-Pacific Predictive Twin Market Size by Region 8.4.1 Asia-Pacific Predictive Twin Market Size by Region (2017-2022) 8.4.2 Asia-Pacific Predictive Twin Market Size by Region (2023-2028) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Predictive Twin Market Size (2017-2028) 9.2 Latin America Predictive Twin Market Size by Type 9.2.1 Latin America Predictive Twin Market Size by Type (2017-2022) 9.2.2 Latin America Predictive Twin Market Size by Type (2023-2028) 9.2.3 Latin America Predictive Twin Market Share by Type (2017-2028) 9.3 Latin America Predictive Twin Market Size by Application 9.3.1 Latin America Predictive Twin Market Size by Application (2017-2022) 9.3.2 Latin America Predictive Twin Market Size by Application (2023-2028) 9.3.3 Latin America Predictive Twin Market Share by Application (2017-2028) 9.4 Latin America Predictive Twin Market Size by Country 9.4.1 Latin America Predictive Twin Market Size by Country (2017-2022) 9.4.2 Latin America Predictive Twin Market Size by Country (2023-2028) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Predictive Twin Market Size (2017-2028) 10.2 Middle East & Africa Predictive Twin Market Size by Type 10.2.1 Middle East & Africa Predictive Twin Market Size by Type (2017-2022) 10.2.2 Middle East & Africa Predictive Twin Market Size by Type (2023-2028) 10.2.3 Middle East & Africa Predictive Twin Market Share by Type (2017-2028) 10.3 Middle East & Africa Predictive Twin Market Size by Application 10.3.1 Middle East & Africa Predictive Twin Market Size by Application (2017-2022) 10.3.2 Middle East & Africa Predictive Twin Market Size by Application (2023-2028) 10.3.3 Middle East & Africa Predictive Twin Market Share by Application (2017-2028) 10.4 Middle East & Africa Predictive Twin Market Size by Country 10.4.1 Middle East & Africa Predictive Twin Market Size by Country (2017-2022) 10.4.2 Middle East & Africa Predictive Twin Market Size by Country (2023-2028) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 UAE 11 Key Players Profiles 11.1 General Electric(US) 11.1.1 General Electric(US) Company Details 11.1.2 General Electric(US) Business Overview 11.1.3 General Electric(US) Predictive Twin Introduction 11.1.4 General Electric(US) Revenue in Predictive Twin Business (2017-2022) 11.1.5 General Electric(US) Recent Developments 11.2 PTC(US) 11.2.1 PTC(US) Company Details 11.2.2 PTC(US) Business Overview 11.2.3 PTC(US) Predictive Twin Introduction 11.2.4 PTC(US) Revenue in Predictive Twin Business (2017-2022) 11.2.5 PTC(US) Recent Developments 11.3 Siemens(Germany) 11.3.1 Siemens(Germany) Company Details 11.3.2 Siemens(Germany) Business Overview 11.3.3 Siemens(Germany) Predictive Twin Introduction 11.3.4 Siemens(Germany) Revenue in Predictive Twin Business (2017-2022) 11.3.5 Siemens(Germany) Recent Developments 11.4 Dassault Systèmes(France) 11.4.1 Dassault Systèmes(France) Company Details 11.4.2 Dassault Systèmes(France) Business Overview 11.4.3 Dassault Systèmes(France) Predictive Twin Introduction 11.4.4 Dassault Systèmes(France) Revenue in Predictive Twin Business (2017-2022) 11.4.5 Dassault Systèmes(France) Recent Developments 11.5 IBM Corporation(US) 11.5.1 IBM Corporation(US) Company Details 11.5.2 IBM Corporation(US) Business Overview 11.5.3 IBM Corporation(US) Predictive Twin Introduction 11.5.4 IBM Corporation(US) Revenue in Predictive Twin Business (2017-2022) 11.5.5 IBM Corporation(US) Recent Developments 11.6 ANSYS(US) 11.6.1 ANSYS(US) Company Details 11.6.2 ANSYS(US) Business Overview 11.6.3 ANSYS(US) Predictive Twin Introduction 11.6.4 ANSYS(US) Revenue in Predictive Twin Business (2017-2022) 11.6.5 ANSYS(US) Recent Developments 11.7 Microsoft Corporation(US) 11.7.1 Microsoft Corporation(US) Company Details 11.7.2 Microsoft Corporation(US) Business Overview 11.7.3 Microsoft Corporation(US) Predictive Twin Introduction 11.7.4 Microsoft Corporation(US) Revenue in Predictive Twin Business (2017-2022) 11.7.5 Microsoft Corporation(US) Recent Developments 11.8 Oracle Corporation(US) 11.8.1 Oracle Corporation(US) Company Details 11.8.2 Oracle Corporation(US) Business Overview 11.8.3 Oracle Corporation(US) Predictive Twin Introduction 11.8.4 Oracle Corporation(US) Revenue in Predictive Twin Business (2017-2022) 11.8.5 Oracle Corporation(US) Recent Developments 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Author Details 13.3 Disclaimer
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