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The Official Journal of the Pan-Pacific Association of Input-Output Studies (PAPAIOS)

Table 7 \(\hbox {CO}_2\) clusters with the highest within-cluster emissions (Kt \(\hbox {CO}_2\) eq.) induced by the final demand of the US construction dataset for the following two cases: the Kagawa et al. (2015) clustering and the robustest clustering of the experiment (\(\xi =0.4\))

From: The robustest clusters in the input–output networks: global \(\hbox {CO}_2\) emission clusters

Rank Kagawa et al. (2015) Experiment (\(\xi =0.4\))
Cluster name Industrial sectors Within-cluster sum Cluster name Industrial sectors Within-cluster sum
1 American cluster (1) USA: Mining and Quarrying 120,033 American cluster (C5) USA: Mining and Quarrying 162,275
   USA: Coke, Refined Petroleum and Nuclear Fuel    USA: Coke, Refined Petroleum and Nuclear Fuel  
   USA: Other Non-Metallic Mineral    USA: Other Non-Metallic Mineral  
   USA: Basic Metals and Fabricated Metal    USA: Basic Metals and Fabricated Metal  
   USA: Electricity, Gas and Water Supply    USA: Electricity, Gas and Water Supply  
   USA: Construction    USA: Construction  
   USA: Inland Transport    USA: Inland Transport  
      USA: Wood and Products of Wood and Cork  
      USA: Pulp, Paper, Paper, Printing and Publishing  
      USA: Chemicals and Chemical Products  
      USA: Rubber and Plastics  
      USA: Wholesale Trade and Commission Trade,  
      Except of Motor Vehicles and Motorcycles  
      USA: Retail Trade, Except of Motor Vehicles and  
      Motorcycles; Repair of Household Goods  
      USA: Air Transport  
      USA: Other Supporting and Auxiliary Transport  
      Activities; Activities of Travel Agencies  
      USA: Financial Intermediation  
      USA: Renting of M&Eq and Other Business Activities  
      USA: Other Community, Social and Personal Services  
2 Chinese cluster CHN: Agriculture, Hunting, Forestry and Fishing 12,900 Chinese cluster (C6) CHN: Agriculture, Hunting, Forestry and Fishing 13,037
   CHN: Mining and Quarrying    CHN: Mining and Quarrying  
   CHN: Food, Beverages and Tobacco    CHN: Food, Beverages and Tobacco  
   CHN: Textiles and Textile Products    CHN: Textiles and Textile Products  
   CHN: Wood and Products of Wood and Cork    CHN: Wood and Products of Wood and Cork  
   CHN: Pulp, Paper, Paper, Printing and Publishing    CHN: Pulp, Paper, Paper, Printing and Publishing  
   CHN: Coke, Refined Petroleum and Nuclear Fuel    CHN: Coke, Refined Petroleum and Nuclear Fuel  
   CHN: Chemicals and Chemical Products    CHN: Chemicals and Chemical Products  
   CHN: Rubber and Plastics    CHN: Rubber and Plastics  
   CHN: Other Non-Metallic Mineral    CHN: Other Non-Metallic Mineral  
   CHN: Basic Metals and Fabricated Metal    CHN: Basic Metals and Fabricated Metal  
   CHN: Machinery, Nec    CHN: Machinery, Nec  
   CHN: Electrical and Optical Equipment    CHN: Electrical and Optical Equipment  
   CHN: Electricity, Gas and Water Supply    CHN: Electricity, Gas and Water Supply  
   CHN: Inland Transport    CHN: Inland Transport  
   CHN: Renting of M&Eq and Other Business Activities    CHN: Renting of M&Eq and Other Business Activities  
      CHN: Hotels and Restaurants  
      KOR: Agriculture, Hunting, Forestry and Fishing  
      KOR: Food, Beverages and Tobacco  
3 American cluster (2) USA: Agriculture, Hunting, Forestry and Fishing 7458 Big cluster (C8) (570 elements) 3816
   USA: Food, Beverages and Tobacco     
   USA: Textiles and Textile Products     
   USA: Wood and Products of Wood and Cork     
   USA: Pulp, Paper, Paper, Printing and Publishing     
   USA: Chemicals and Chemical Products     
   USA: Rubber and Plastics     
   USA: Wholesale Trade and Commission Trade,     
   Except of Motor Vehicles and Motorcycles     
   USA: Retail Trade, Except of Motor Vehicles and     
   Motorcycles; Repair of Household Goods     
   USA: Hotels and Restaurants     
   USA: Air Transport     
   USA: Other Supporting and Auxiliary Transport     
   Activities; Activities of Travel Agencies     
   USA: Post and Telecommunications     
   USA: Financial Intermediation     
   USA: Renting of M&Eq and Other Business Activities     
   USA: Other Community, Social and Personal Services     
   ROW: Chemicals and Chemical Products     
4 Rest of the world cluster ROW: Mining and Quarrying 3869 Rest of the world cluster (C7) ROW: Mining and Quarrying 3264
   ROW: Electricity, Gas and Water Supply    ROW: Electricity, Gas and Water Supply  
   ROW: Inland Transport    ROW: Inland Transport  
   ROW: Water Transport    ROW: Water Transport  
   ROW: Rubber and Plastics     
   ROW: Renting of M&Eq and Other Business Activities     
5 Canadian cluster CAN: Mining and Quarrying 1533 Russian cluster RUS: Mining and Quarrying 1297
   CAN: Pulp, Paper, Paper, Printing and Publishing    RUS: Basic Metals and Fabricated Metal  
   CAN: Coke, Refined Petroleum and Nuclear Fuel    RUS: Coke, Refined Petroleum and Nuclear Fuel  
   CAN: Electricity, Gas and Water Supply    RUS: Electricity, Gas and Water Supply  
   CAN: Wholesale Trade and Commission Trade,    RUS: Wholesale Trade and Commission Trade,  
   Except of Motor Vehicles and Motorcycles    Except of Motor Vehicles and Motorcycles  
   CAN: Chemicals and Chemical Products    RUS: Chemicals and Chemical Products  
   CAN: Inland Transport    RUS: Inland Transport  
   CAN: Agriculture, Hunting, Forestry and Fishing     
   CAN: Wood and Products of Wood and Cork     
   CAN: Basic Metals and Fabricated Metal     
   CAN: Retail Trade, Except of Motor Vehicles and     
   Motorcycles; Repair of Household Goods     
   CAN: Renting of M&Eq and Other Business Activities     
   CAN: Other Community, Social and Personal Services