From e8004310e8e3167db97b8b9f6fa36c259a761cda Mon Sep 17 00:00:00 2001 From: Ben Young Date: Thu, 22 Feb 2024 22:12:35 -0500 Subject: [PATCH] implement adjustment for electricity to use output as basis for sector weighting within countries, see #24 --- .../generate_import_factors.py | 8 +++ ...rts_multipliers_by_subregion_exio_2019.csv | 70 +++++++++---------- ...e_detail_imports_multipliers_exio_2019.csv | 10 +-- ...rts_multipliers_by_subregion_exio_2019.csv | 70 +++++++++---------- ..._summary_imports_multipliers_exio_2019.csv | 10 +-- 5 files changed, 88 insertions(+), 80 deletions(-) diff --git a/import_factors_exio/generate_import_factors.py b/import_factors_exio/generate_import_factors.py index 339ab2c..926b7d4 100644 --- a/import_factors_exio/generate_import_factors.py +++ b/import_factors_exio/generate_import_factors.py @@ -1,5 +1,6 @@ import pandas as pd import pickle as pkl +import numpy as np import yaml import sys import statistics @@ -74,10 +75,17 @@ def generate_exio_factors(years: list): e_u = get_exio_to_useeio_concordance() e_d = pull_exiobase_multipliers(year) e_bil = pull_exiobase_data(year, opt = "bilateral") + e_out = pull_exiobase_data(year, opt = "output") export_field = list(config.get('exports').values())[0] e_d = (e_d.merge(e_bil, on=['CountryCode','Exiobase Sector'], how='left') + .merge(e_out, on=['CountryCode','Exiobase Sector'], how='left') .merge(e_u, on='Exiobase Sector', how='left') ) + # Perform adjustment for electricity which is not well characterized by + # export data + e_d[export_field] = np.where(e_d['BEA Detail'].str.startswith('221100'), + e_d['Output'], e_d[export_field]) + # INSERT HERE TO REVIEW SECTOR CONTRIBUTIONS WITHIN A COUNTRY # Weight exiobase sectors within BEA sectors according to trade e_d = e_d.drop(columns=['Exiobase Sector','Year']) diff --git a/import_factors_exio/output/aggregate_detail_imports_multipliers_by_subregion_exio_2019.csv b/import_factors_exio/output/aggregate_detail_imports_multipliers_by_subregion_exio_2019.csv index 1a72e8e..cdbcf3b 100644 --- a/import_factors_exio/output/aggregate_detail_imports_multipliers_by_subregion_exio_2019.csv +++ b/import_factors_exio/output/aggregate_detail_imports_multipliers_by_subregion_exio_2019.csv @@ -104,11 +104,11 @@ APAC,21311A,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85- APAC,21311A,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,2.2909559274391617e-05,Detail APAC,21311A,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,3.671738584606548e-07,Detail APAC,21311A,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.012421889823701213,Detail -APAC,221100,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,604.2971846346276,Detail 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hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,5.27649966930596e-08,Detail +APAC,221100,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.006097339913819163,Detail APAC,221200,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,2.575889735208226,Detail APAC,221200,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.08541136274026484,Detail APAC,221200,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,5.168991629407865e-05,Detail @@ -2014,11 +2014,11 @@ CA,21311A,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15 CA,21311A,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,1.0597500655470869e-05,Detail CA,21311A,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.9030541020600263e-07,Detail CA,21311A,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, 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oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,7.778899133398947e-05,Detail +CA,221100,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,7.779680563549286e-08,Detail +CA,221100,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.029839091918063648,Detail CA,221200,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,2.682098886579795,Detail CA,221200,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.05550876560265156,Detail CA,221200,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,1.0478682360460589e-05,Detail @@ -3924,11 +3924,11 @@ CN,21311A,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15 CN,21311A,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00011939812921101406,Detail CN,21311A,kg,USD,2019,2019,Basic,Sulfur 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+CN,221100,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.028599140711166,Detail +CN,221100,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0004152948762352514,Detail +CN,221100,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,1.0637897266275386e-07,Detail +CN,221100,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.0070217354602802136,Detail CN,221200,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,1.5258031511738606,Detail CN,221200,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.11332745150364068,Detail CN,221200,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00013175875007699283,Detail @@ -5834,11 +5834,11 @@ EU,21311A,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15 EU,21311A,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,1.544742488066706e-05,Detail EU,21311A,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,3.025262968861797e-06,Detail EU,21311A,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.17022623351143934,Detail -EU,221100,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,20.76962807228757,Detail -EU,221100,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.010233673713134068,Detail -EU,221100,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0004399049294692804,Detail -EU,221100,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,1.8303787787274456e-07,Detail -EU,221100,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.06129891966290368,Detail +EU,221100,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,1.6796328252789878,Detail +EU,221100,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.005276032495615197,Detail +EU,221100,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,5.261648032760116e-05,Detail +EU,221100,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.3090946382141418e-07,Detail +EU,221100,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.01887452209376959,Detail EU,221200,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,12.492021087946618,Detail EU,221200,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.6251998346658891,Detail EU,221200,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00013606377229331753,Detail @@ -7744,11 +7744,11 @@ JP,21311A,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15 JP,21311A,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,7.586798522050836e-05,Detail JP,21311A,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,1.6155666801765673e-06,Detail JP,21311A,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,1.9078672526755953,Detail -JP,221100,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.3530148310968565,Detail -JP,221100,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.000786171896993309,Detail -JP,221100,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,1.3105807889017138e-05,Detail -JP,221100,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.1990628769220565e-08,Detail -JP,221100,kg 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oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0001614466428931786,Detail @@ -9654,11 +9654,11 @@ MX,21311A,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15 MX,21311A,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,6.770292918248333e-06,Detail MX,21311A,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,9.733726383754964e-09,Detail MX,21311A,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.01016720726348724,Detail -MX,221100,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,75.86526408758502,Detail -MX,221100,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.009746146405967682,Detail -MX,221100,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.002935084097001393,Detail -MX,221100,kg,USD,2019,2019,Basic,Sulfur 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MX,221200,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.17134271550029515,Detail MX,221200,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,3.304529447229276e-05,Detail @@ -11564,11 +11564,11 @@ ROW,21311A,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-1 ROW,21311A,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00011956691990358034,Detail ROW,21311A,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,5.864652208956994e-08,Detail ROW,21311A,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.008419999312222756,Detail -ROW,221100,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,454.98541005560327,Detail -ROW,221100,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.06361937921230248,Detail -ROW,221100,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.017081027431620266,Detail -ROW,221100,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.1139549171444406e-06,Detail -ROW,221100,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.5098354913676308,Detail +ROW,221100,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,8.52325787021485,Detail +ROW,221100,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.01307410357027299,Detail +ROW,221100,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0003238682194463453,Detail +ROW,221100,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,5.811918101064116e-08,Detail +ROW,221100,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.00924510349902626,Detail ROW,221200,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,1.7805942979387588,Detail ROW,221200,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.04010401218474669,Detail ROW,221200,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,6.328333134884053e-05,Detail diff --git a/import_factors_exio/output/aggregate_detail_imports_multipliers_exio_2019.csv b/import_factors_exio/output/aggregate_detail_imports_multipliers_exio_2019.csv index 93a8b3d..20c4434 100644 --- a/import_factors_exio/output/aggregate_detail_imports_multipliers_exio_2019.csv +++ b/import_factors_exio/output/aggregate_detail_imports_multipliers_exio_2019.csv @@ -104,11 +104,11 @@ Sector,Unit,ReferenceCurrency,CurrencyYear,EmissionYear,PriceType,Flowable,Conte 21311A,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,5.8286972492005934e-05,Detail 21311A,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,1.1696406170845704e-06,Detail 21311A,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.0985181614811206,Detail -221100,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,8.610643895857784,Detail -221100,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0018115726737343667,Detail -221100,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00024750160136875,Detail -221100,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,3.761409386548773e-08,Detail -221100,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.009433519829839273,Detail +221100,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,2.4479991176357387,Detail +221100,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.004276940602401686,Detail +221100,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,8.28007432681006e-05,Detail +221100,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,7.819654480232174e-08,Detail +221100,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.029385539132245755,Detail 221200,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.0,Detail 221200,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0,Detail 221200,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0,Detail diff --git a/import_factors_exio/output/aggregate_summary_imports_multipliers_by_subregion_exio_2019.csv b/import_factors_exio/output/aggregate_summary_imports_multipliers_by_subregion_exio_2019.csv index df91e91..97680b8 100644 --- a/import_factors_exio/output/aggregate_summary_imports_multipliers_by_subregion_exio_2019.csv +++ b/import_factors_exio/output/aggregate_summary_imports_multipliers_by_subregion_exio_2019.csv @@ -24,11 +24,11 @@ APAC,213,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d APAC,213,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,2.98168554881344e-05,Summary APAC,213,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.3819232483239357e-07,Summary APAC,213,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.009786713054455618,Summary -APAC,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,604.2971846346275,Summary -APAC,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.048978678376381146,Summary -APAC,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.011993317159836866,Summary -APAC,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,1.0427146051387506e-07,Summary -APAC,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.009301385112285683,Summary +APAC,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,8.597009715034435,Summary +APAC,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.014050580778869403,Summary +APAC,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00020430248288499554,Summary +APAC,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,5.276499669305959e-08,Summary +APAC,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.006097339913819163,Summary APAC,23,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.0,Summary APAC,23,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0,Summary APAC,23,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0,Summary @@ -379,11 +379,11 @@ CA,213,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d32 CA,213,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,1.0538801419697843e-05,Summary CA,213,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,6.052020534634213e-07,Summary CA,213,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.2562401623810258,Summary -CA,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.10499144190561593,Summary -CA,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0008123412511491786,Summary -CA,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,8.868305768526257e-06,Summary -CA,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.019854527000553e-08,Summary -CA,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.005131084675953565,Summary +CA,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,2.277337337755505,Summary +CA,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.003901575702286734,Summary +CA,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,7.778899133398947e-05,Summary +CA,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,7.779680563549286e-08,Summary +CA,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.029839091918063648,Summary CA,23,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.0,Summary CA,23,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0,Summary CA,23,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0,Summary @@ -734,11 +734,11 @@ CN,213,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d32 CN,213,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00012557843964400344,Summary CN,213,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,5.396886922773781e-07,Summary CN,213,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.01914171924962116,Summary -CN,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,5.381006934704536,Summary -CN,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.007905087084994563,Summary -CN,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00016421525822487562,Summary -CN,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,5.2153346752017696e-08,Summary -CN,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.011928146876727474,Summary +CN,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,8.377834769187471,Summary +CN,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.028599140711166,Summary +CN,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0004152948762352514,Summary +CN,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,1.0637897266275386e-07,Summary +CN,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.0070217354602802136,Summary CN,23,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.0,Summary CN,23,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0,Summary CN,23,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0,Summary @@ -1089,11 +1089,11 @@ EU,213,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d32 EU,213,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,2.1802666000817357e-05,Summary EU,213,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,3.794296437838828e-06,Summary EU,213,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.1063909717010989,Summary -EU,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,20.76962807228757,Summary -EU,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.010233673713134068,Summary -EU,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0004399049294692804,Summary -EU,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,1.8303787787274456e-07,Summary -EU,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.06129891966290368,Summary +EU,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,1.6796328252789878,Summary +EU,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.005276032495615197,Summary +EU,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,5.261648032760116e-05,Summary +EU,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.3090946382141418e-07,Summary +EU,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.01887452209376959,Summary EU,23,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.0,Summary EU,23,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0,Summary EU,23,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0,Summary @@ -1444,11 +1444,11 @@ JP,213,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d32 JP,213,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00011865731405684348,Summary JP,213,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,1.5143945830600913e-06,Summary JP,213,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,1.7657245639590249,Summary -JP,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.3530148310968565,Summary -JP,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.000786171896993309,Summary -JP,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,1.3105807889017138e-05,Summary -JP,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.1990628769220565e-08,Summary -JP,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.019835798285479274,Summary +JP,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,2.6001630333440415,Summary +JP,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.004338443759988609,Summary +JP,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,5.172158678409465e-05,Summary +JP,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,4.641107469419971e-08,Summary +JP,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.0464494198771902,Summary JP,23,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.0,Summary JP,23,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0,Summary JP,23,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0,Summary @@ -1799,11 +1799,11 @@ MX,213,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d32 MX,213,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,1.990779369527055e-05,Summary MX,213,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.1077475270462338e-08,Summary MX,213,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.023942513104477106,Summary -MX,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,75.86526408758502,Summary -MX,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.009746146405967682,Summary -MX,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.002935084097001393,Summary -MX,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.300542385105583e-08,Summary -MX,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.005869165256093754,Summary +MX,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,7.181458767125109,Summary +MX,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.009308461763499065,Summary +MX,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00010303444133181672,Summary +MX,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.6761541203030182e-08,Summary +MX,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.02943647540015405,Summary MX,23,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.0,Summary MX,23,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0,Summary MX,23,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0,Summary @@ -2154,11 +2154,11 @@ ROW,213,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d3 ROW,213,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00013278781747764242,Summary ROW,213,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,7.361675155126384e-08,Summary ROW,213,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.013244968278122632,Summary -ROW,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,454.98541005560327,Summary -ROW,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.06361937921230248,Summary -ROW,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.017081027431620266,Summary -ROW,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,2.1139549171444406e-06,Summary -ROW,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.5098354913676308,Summary +ROW,22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,8.52325787021485,Summary +ROW,22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.01307410357027299,Summary +ROW,22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0003238682194463453,Summary +ROW,22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,5.811918101064116e-08,Summary +ROW,22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.00924510349902626,Summary ROW,23,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.0,Summary ROW,23,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0,Summary ROW,23,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0,Summary diff --git a/import_factors_exio/output/aggregate_summary_imports_multipliers_exio_2019.csv b/import_factors_exio/output/aggregate_summary_imports_multipliers_exio_2019.csv index 83aa5cb..b2f8476 100644 --- a/import_factors_exio/output/aggregate_summary_imports_multipliers_exio_2019.csv +++ b/import_factors_exio/output/aggregate_summary_imports_multipliers_exio_2019.csv @@ -24,11 +24,11 @@ Sector,Unit,ReferenceCurrency,CurrencyYear,EmissionYear,PriceType,Flowable,Conte 213,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,6.748478838292004e-05,Summary 213,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,1.4200894496806057e-06,Summary 213,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.08743706420468839,Summary -22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,8.610643895857784,Summary -22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0018115726737343667,Summary -22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.00024750160136875,Summary -22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,3.761409386548773e-08,Summary -22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.009433519829839273,Summary +22,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,2.4479991176357387,Summary +22,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.004276940602401686,Summary +22,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,8.28007432681006e-05,Summary +22,kg,USD,2019,2019,Basic,Sulfur hexafluoride,emission/air,8334c424-1603-3274-bec1-15a7bd5c8e86,7.819654480232174e-08,Summary +22,kg CO2e,USD,2019,2019,Basic,"HFCs and PFCs, unspecified",emission/air,n.a.,0.029385539132245755,Summary 23,kg,USD,2019,2019,Basic,Carbon dioxide,emission/air,b6f010fb-a764-3063-af2d-bcb8309a97b7,0.0,Summary 23,kg,USD,2019,2019,Basic,Methane,emission/air,aab83476-ec6c-3742-af85-15d320b7ce80,0.0,Summary 23,kg,USD,2019,2019,Basic,Nitrous oxide,emission/air,cfee0524-7ad6-300b-b050-6249135a2492,0.0,Summary