updated

conversions/millions-addition.py

@@ -0,0 +1,51 @@
+import csv
+
+def process_csv(input_filepath, output_filepath):
+    """
+    Reads a CSV file, adds a new calculated column (integer), and writes to a new CSV.
+
+    Args:
+        input_filepath (str): The path to the input CSV file.
+        output_filepath (str): The path to save the modified CSV file.
+    """
+    try:
+        with open(input_filepath, 'r', newline='') as infile, \
+                open(output_filepath, 'w', newline='') as outfile:
+
+            reader = csv.reader(infile)
+            writer = csv.writer(outfile)
+
+            header = next(reader)
+            
+
+            try:
+                usd_proposed_value_index = header.index('usd_proposed_value')
+            except ValueError:
+                print("Error: 'usd_proposed_value' column not found in CSV.")
+                return
+
+
+            header.insert(usd_proposed_value_index + 1, 'use_proposed_value_mtco2e')
+            writer.writerow(header)
+
+            for row in reader:
+                try:
+                    usd_value = float(row[usd_proposed_value_index])
+                    mtco2e_value = int(usd_value * 1000000)  # Calculate and convert to integer
+                    row.insert(usd_proposed_value_index + 1, mtco2e_value)
+                    writer.writerow(row)
+
+                except (ValueError, IndexError) as e:
+                    print(f"Error processing row: {row}.  Error:{e}")
+                    continue
+               
+        print(f"Successfully processed and saved to {output_filepath}")
+    except FileNotFoundError:
+        print(f"Error: Input file not found at {input_filepath}")
+    except Exception as e:
+        print(f"An unexpected error occurred: {e}")
+
+if __name__ == "__main__":
+    input_file = "/home/daniel/Git/Emissions-Monetisation-Calculator/proposals/versions/v2.csv"
+    output_file = "/home/daniel/Git/Emissions-Monetisation-Calculator/proposals/versions/v3.csv"
+    process_csv(input_file, output_file)

conversions/proposals.py

@@ -0,0 +1,34 @@
+import pandas as pd
+import io
+
+data = """proposal_with_date,organization_name,organization_description,date,country,iso3,iso2,hdi_category,details,original_proposed_value,original_currency_name,original_currency_iso,average_value,usd_proposed_value,usd_conversion_date,value_units,environmental_units,methodologies_used,calculation_scope,is_range,
+International Foundation for Valuing Impacts (Apr 2024),International Foundation for Valuing Impacts,A non-profit organization working to standardize impact valuation.,2024-04-01,United States,USA,US,Very High,Proposed a standardized approach for companies to report GHG emissions monetarily.,$236,US dollars,USD,236,236,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Standardized impact valuation,Social Cost of Carbon,0,
+EPA (Final Report) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,Updated SCC values using advanced methodologies and lower discount rates.,$120-$340,US dollars,USD,216,230,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Advanced methodologies,Social Cost of Carbon,1,
+U.S. EPA (Updated Proposal) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,"Finalized updated SCC values, reflecting significant increases based on best science.",$190,US dollars,USD,190,190,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Best available science,Social Cost of Carbon,0,
+UC Davis (July 2023),University of California, Davis,2023-07-01,United States,USA,US,Very High,Equity-weighted SCC emphasizing climate damages and uncertainty.,$283,US dollars,USD,283,283,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,tons of carbon dioxide equivalents,Social Cost of Carbon,0,
+IMF (Jan 2023),International Monetary Fund,An international organization promoting global financial stability.,2023-01-01,United States,USA,US,Very High,Proposed international carbon price floor based on income levels of countries.,$15-$50,US dollars,USD,32.5,32.5,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Income-based carbon price floor,Carbon Pricing,1,
+New York State Agencies (Jan 2021),New York State Agencies,Various state agencies working on climate policy.,2021-01-01,United States,USA,US,Very High,Guidance under Climate Leadership Act to reduce emissions and achieve net-zero.,$125,US dollars,USD,125,125,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate Leadership Act guidance,Social Cost of Carbon,0,
+Biden Administration (IWG Interim Update) (Feb 2021),Biden Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2021-02-01,United States,USA,US,Very High,Interim update reinstating Obama-era methodology with adjustments.,$51,US dollars,USD,51,51,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Obama-era methodology with adjustments,Social Cost of Carbon,0,
+Trump Administration (Oct 2017),Trump Administration,The executive branch of the US Federal government under Donald Trump.,2017-10-01,United States,USA,US,Very High,Lowered SCC estimates focusing on domestic impacts with higher discount rates.,$3-$5,US dollars,USD,4,4,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Domestic impacts,Social Cost of Carbon,1,
+Climate Leadership Council (Feb 2017),Climate Leadership Council,A coalition advocating for a carbon dividends plan.,2017-02-01,United States,USA,US,Very High,"Carbon dividends plan starting at $40/ton, increasing annually by 5% above inflation.",$40-$50,US dollars,USD,45,45,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Carbon dividends plan,Carbon Pricing,1,
+Obama Administration (IWG Update) (Nov 2013),Obama Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2013-11-01,United States,USA,US,Very High,Updated SCC values for regulatory impact analyses under federal guidelines.,$37,US dollars,USD,37,37,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Updated SCC methodology,Social Cost of Carbon,0,
+UK Government Economic Service (2002-01-01),UK Government Economic Service,The professional body of economists in the UK Civil Service.,2002-01-01,United Kingdom,GBR,GB,Very High,Recommended illustrative SCC range for policy appraisal across government sectors.,£35-£140,British pounds,GBP,112.8,109.475,2024-11-20,pounds per ton CO2e,tons of carbon dioxide equivalents,Illustrative SCC range,Social Cost of Carbon,1,
+Stern Review (Oct 2006),Stern Review,A landmark report on the economics of climate change.,2006-10-01,United Kingdom,GBR,GB,Very High,Early influential report advocating for strong climate action.,~$85,US dollars,USD,85,85,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Economic modeling,Social Cost of Carbon,0,
+Canada Government (Aug 2023),Government of Canada,The federal government of Canada.,2023-08-01,Canada,CAN,CA,Very High,The Federal Carbon Price was increased to CAD$65 per tonne CO2e in 2023.,CAD$65,Canadian dollars,CAD,48,48.01,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Federal carbon pricing,Carbon Pricing,0,
+French Government - Quinet Report (2019-01-01),French Government,The government of France.,2019-01-01,France,FRA,FR,Very High,"Recommended range for the SCC with a central value around 250 Euros per tonne CO2e by 2030, rising steeply after that.",€250-€770,Euros,EUR,420,555.14,2024-11-20,euros per ton CO2e,tons of carbon dioxide equivalents,SCC range with projected increase,Social Cost of Carbon,1,
+Nordhaus DICE Model (2017),Yale University,Integrated assessment model of climate change and economics.,2017-01-01,United States,USA,US,Very High,Highly influential integrated assessment model for climate policy.,$31,US dollars,USD,31,31,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Integrated assessment modeling,Social Cost of Carbon,0,
+RFF (2021),Resources for the Future,Independent research institution focusing on environmental and natural resource issues.,2021-01-01,United States,USA,US,Very High,Research and analysis on the social cost of carbon.,$51,US dollars,USD,51,51,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,SCC modeling analysis,Social Cost of Carbon,0,
+IPCC (AR6 Synthesis Report) (2023),Intergovernmental Panel on Climate Change,The leading international body for assessing climate change.,2023-01-01,Switzerland,CHE,CH,Very High,Synthesis of scientific literature on climate change, including the SCC.,Not Applicable,Not Applicable,Not Applicable,Varies,2024-11-20,,dollars per ton CO2e,tons of carbon dioxide equivalents,Synthesis of scientific literature,0,
+FUND Model (2019),University College London,A climate economy model.,2019-01-01,United Kingdom,GBR,GB,Very High,Climate economy model focused on policy evaluation.,$25-$60,US dollars,USD,42.5,42.5,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate economy modeling,Social Cost of Carbon,1,
+PAGE Model (2019),Cambridge University,Policy Analysis model of climate damages.,2019-01-01,United Kingdom,GBR,GB,Very High,Policy Analysis model for Social Cost of Carbon.,$100-$200,US dollars,USD,150,150,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Policy Analysis Modeling,Social Cost of Carbon,1,
+"""
+
+df = pd.read_csv(io.StringIO(data))
+
+# Rename the column
+df.rename(columns={'usd_proposed_value': 'Standardized Proposal USD'}, inplace=True)
+
+# Create the new column
+df['Standardized Proposal USD_MTC02E'] = df['Standardized Proposal USD'] * 1000000
+
+print(df.to_markdown(index=False))

proposals/hdi-values.md

@@ -0,0 +1,11 @@
+# Human Development Index (HDI) data for proposing countries.  
+
+The latest Human Development Index (HDI) data is from the **United Nations Development Programme (UNDP)**. The most recent report, which includes the HDI values, is the **2021/2022 Human Development Report**, released in **September 2022**.
+ 
+
+## HDI Values 
+
+*   **United States** (USA, US): 0.921
+*   **United Kingdom** (GBR, GB): 0.929
+*   **Canada** (CAN, CA): 0.935
+*   **France** (FRA, FR): 0.910

proposals/proposals.csv

@@ -1,50 +0,0 @@
-proposal_name,proposal_detailed_desc,proposal_year,value,ghg_unit,ghg_unit_description,reporting_unit,unit_spec,currency_unit,currency_iso,geographical_scope,carbon_pricing_methodology,calculation_methodology,source_organization,source_document,climate_model_used,damage_categories_included,policy_context,range_low,range_high,range_avg,comments
-IFVI Rate,,2024,236,tco2e,tonnes of carbon dioxide equivalents,tonnes,carbon dioxide equivalents,,,,,,,,,,,,,,
-,,,,,,,,,,,,,,,,,,,,,
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proposals/schema/v2.csv

@@ -0,0 +1 @@
+proposal_with_date,organization_name,organization_description,date,country,iso3,iso2,hdi_category,details,original_proposed_value,original_currency_name,original_currency_iso,average_value,usd_proposed_value,usd_conversion_date,value_units,environmental_units,methodologies_used,calculation_scope,is_range,,

proposals/versions/latest/data.csv

@@ -0,0 +1,19 @@
+proposal_with_date,organization_name,organization_description,date,country,iso3,iso2,hdi_category,details,original_proposed_value,original_currency_name,original_currency_iso,average_value,usd_proposed_value,use_proposed_value_mtco2e,usd_conversion_date,value_units,environmental_units,methodologies_used,calculation_scope,is_range,,
+International Foundation for Valuing Impacts (Apr 2024),International Foundation for Valuing Impacts,A non-profit organization working to standardize impact valuation.,2024-04-01,United States,USA,US,Very High,Proposed a standardized approach for companies to report GHG emissions monetarily.,$236,US dollars,USD,236,236,236000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Standardized impact valuation,Social Cost of Carbon,0,,
+EPA (Final Report) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,Updated SCC values using advanced methodologies and lower discount rates.,$120-$340,US dollars,USD,230,230,230000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Advanced methodologies,Social Cost of Carbon,1,,
+U.S. EPA (Updated Proposal) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,"Finalized updated SCC values, reflecting significant increases based on best science.",$190,US dollars,USD,190,190,190000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Best available science,Social Cost of Carbon,0,,
+UC Davis (July 2023),University of California, Davis,2023-07-01,United States,USA,US,Very High,Equity-weighted SCC emphasizing climate damages and uncertainty.,$283,US dollars,USD,283,283,283000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,tons of carbon dioxide equivalents,Social Cost of Carbon,0,,
+IMF (Jan 2023),International Monetary Fund,An international organization promoting global financial stability.,2023-01-01,United States,USA,US,Very High,Proposed international carbon price floor based on income levels of countries.,$15-$50,US dollars,USD,32.5,32.5,32500000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Income-based carbon price floor,Carbon Pricing,1,,
+New York State Agencies (Jan 2021),New York State Agencies,Various state agencies working on climate policy.,2021-01-01,United States,USA,US,Very High,Guidance under Climate Leadership Act to reduce emissions and achieve net-zero.,$125,US dollars,USD,125,125,125000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate Leadership Act guidance,Social Cost of Carbon,0,,
+Biden Administration (IWG Interim Update) (Feb 2021),Biden Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2021-02-01,United States,USA,US,Very High,Interim update reinstating Obama-era methodology with adjustments.,$51,US dollars,USD,51,51,51000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Obama-era methodology with adjustments,Social Cost of Carbon,0,,
+Trump Administration (Oct 2017),Trump Administration,The executive branch of the US Federal government under Donald Trump.,2017-10-01,United States,USA,US,Very High,Lowered SCC estimates focusing on domestic impacts with higher discount rates.,$3-$5,US dollars,USD,4,4,4000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Domestic impacts,Social Cost of Carbon,1,,
+Climate Leadership Council (Feb 2017),Climate Leadership Council,A coalition advocating for a carbon dividends plan.,2017-02-01,United States,USA,US,Very High,"Carbon dividends plan starting at $40/ton, increasing annually by 5% above inflation.",$40-$50,US dollars,USD,45,45,45000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Carbon dividends plan,Carbon Pricing,1,,
+Obama Administration (IWG Update) (Nov 2013),Obama Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2013-11-01,United States,USA,US,Very High,Updated SCC values for regulatory impact analyses under federal guidelines.,$37,US dollars,USD,37,37,37000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Updated SCC methodology,Social Cost of Carbon,0,,
+UK Government Economic Service (2002-01-01),UK Government Economic Service,The professional body of economists in the UK Civil Service.,2002-01-01,United Kingdom,GBR,GB,Very High,Recommended illustrative SCC range for policy appraisal across government sectors.,£35-£140,British pounds,GBP,87.5,109.475,109475000,2024-11-20,pounds per ton CO2e,tons of carbon dioxide equivalents,Illustrative SCC range,Social Cost of Carbon,1,,
+Stern Review (Oct 2006),Stern Review,A landmark report on the economics of climate change.,2006-10-01,United Kingdom,GBR,GB,Very High,Early influential report advocating for strong climate action.,~$85,US dollars,USD,85,85,85000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Economic modeling,Social Cost of Carbon,0,,
+Canada Government (Aug 2023),Government of Canada,The federal government of Canada.,2023-08-01,Canada,CAN,CA,Very High,The Federal Carbon Price was increased to CAD$65 per tonne CO2e in 2023.,CAD$65,Canadian dollars,CAD,65,48.01,48010000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Federal carbon pricing,Carbon Pricing,0,,
+French Government - Quinet Report (2019-01-01),French Government,The government of France.,2019-01-01,France,FRA,FR,Very High,"Recommended range for the SCC with a central value around 250 Euros per tonne CO2e by 2030, rising steeply after that.",€250-€770,Euros,EUR,510,555.14,555140000,2024-11-20,euros per ton CO2e,tons of carbon dioxide equivalents,SCC range with projected increase,Social Cost of Carbon,1,,
+Nordhaus DICE Model (2017),Yale University,Integrated assessment model of climate change and economics.,2017-01-01,United States,USA,US,Very High,Highly influential integrated assessment model for climate policy.,$31,US dollars,USD,31,31,31000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Integrated assessment modeling,Social Cost of Carbon,0,,
+RFF (2021),Resources for the Future,Independent research institution focusing on environmental and natural resource issues.,2021-01-01,United States,USA,US,Very High,Research and analysis on the social cost of carbon.,$51,US dollars,USD,51,51,51000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,SCC modeling analysis,Social Cost of Carbon,0,,
+FUND Model (2019),University College London,A climate economy model.,2019-01-01,United Kingdom,GBR,GB,Very High,Climate economy model focused on policy evaluation.,$25-$60,US dollars,USD,42.5,42.5,42500000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate economy modeling,Social Cost of Carbon,1,,
+PAGE Model (2019),Cambridge University,Policy Analysis model of climate damages.,2019-01-01,United Kingdom,GBR,GB,Very High,Policy Analysis model for Social Cost of Carbon.,$100-$200,US dollars,USD,150,150,150000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Policy Analysis Modeling,Social Cost of Carbon,1,,

proposals/versions/v1.csv

@@ -0,0 +1,20 @@
+proposal_with_date,organization_name,organization_description,date,country,iso3,iso2,hdi_category,details,original_proposed_value,original_currency_name,original_currency_iso,average_value,usd_proposed_value,usd_conversion_date,value_units,environmental_units,methodologies_used,calculation_scope,is_range,
+International Foundation for Valuing Impacts (Apr 2024),International Foundation for Valuing Impacts,A non-profit organization working to standardize impact valuation.,2024-04-01,United States,USA,US,Very High,Proposed a standardized approach for companies to report GHG emissions monetarily.,$236,US dollars,USD,236,236,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Standardized impact valuation,Social Cost of Carbon,0,
+EPA (Final Report) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,Updated SCC values using advanced methodologies and lower discount rates.,$120-$340,US dollars,USD,216,230,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Advanced methodologies,Social Cost of Carbon,1,
+U.S. EPA (Updated Proposal) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,"Finalized updated SCC values, reflecting significant increases based on best science.",$190,US dollars,USD,190,190,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Best available science,Social Cost of Carbon,0,
+UC Davis (July 2023),University of California, Davis,2023-07-01,United States,USA,US,Very High,Equity-weighted SCC emphasizing climate damages and uncertainty.,$283,US dollars,USD,283,283,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,tons of carbon dioxide equivalents,Social Cost of Carbon,0,
+IMF (Jan 2023),International Monetary Fund,An international organization promoting global financial stability.,2023-01-01,United States,USA,US,Very High,Proposed international carbon price floor based on income levels of countries.,$15-$50,US dollars,USD,32.5,32.5,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Income-based carbon price floor,Carbon Pricing,1,
+New York State Agencies (Jan 2021),New York State Agencies,Various state agencies working on climate policy.,2021-01-01,United States,USA,US,Very High,Guidance under Climate Leadership Act to reduce emissions and achieve net-zero.,$125,US dollars,USD,125,125,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate Leadership Act guidance,Social Cost of Carbon,0,
+Biden Administration (IWG Interim Update) (Feb 2021),Biden Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2021-02-01,United States,USA,US,Very High,Interim update reinstating Obama-era methodology with adjustments.,$51,US dollars,USD,51,51,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Obama-era methodology with adjustments,Social Cost of Carbon,0,
+Trump Administration (Oct 2017),Trump Administration,The executive branch of the US Federal government under Donald Trump.,2017-10-01,United States,USA,US,Very High,Lowered SCC estimates focusing on domestic impacts with higher discount rates.,$3-$5,US dollars,USD,4,4,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Domestic impacts,Social Cost of Carbon,1,
+Climate Leadership Council (Feb 2017),Climate Leadership Council,A coalition advocating for a carbon dividends plan.,2017-02-01,United States,USA,US,Very High,"Carbon dividends plan starting at $40/ton, increasing annually by 5% above inflation.",$40-$50,US dollars,USD,45,45,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Carbon dividends plan,Carbon Pricing,1,
+Obama Administration (IWG Update) (Nov 2013),Obama Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2013-11-01,United States,USA,US,Very High,Updated SCC values for regulatory impact analyses under federal guidelines.,$37,US dollars,USD,37,37,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Updated SCC methodology,Social Cost of Carbon,0,
+UK Government Economic Service (2002-01-01),UK Government Economic Service,The professional body of economists in the UK Civil Service.,2002-01-01,United Kingdom,GBR,GB,Very High,Recommended illustrative SCC range for policy appraisal across government sectors.,£35-£140,British pounds,GBP,112.8,109.475,2024-11-20,pounds per ton CO2e,tons of carbon dioxide equivalents,Illustrative SCC range,Social Cost of Carbon,1,
+Stern Review (Oct 2006),Stern Review,A landmark report on the economics of climate change.,2006-10-01,United Kingdom,GBR,GB,Very High,Early influential report advocating for strong climate action.,~$85,US dollars,USD,85,85,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Economic modeling,Social Cost of Carbon,0,
+Canada Government (Aug 2023),Government of Canada,The federal government of Canada.,2023-08-01,Canada,CAN,CA,Very High,The Federal Carbon Price was increased to CAD$65 per tonne CO2e in 2023.,CAD$65,Canadian dollars,CAD,48,48.01,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Federal carbon pricing,Carbon Pricing,0,
+French Government - Quinet Report (2019-01-01),French Government,The government of France.,2019-01-01,France,FRA,FR,Very High,"Recommended range for the SCC with a central value around 250 Euros per tonne CO2e by 2030, rising steeply after that.",€250-€770,Euros,EUR,420,555.14,2024-11-20,euros per ton CO2e,tons of carbon dioxide equivalents,SCC range with projected increase,Social Cost of Carbon,1,
+Nordhaus DICE Model (2017),Yale University,Integrated assessment model of climate change and economics.,2017-01-01,United States,USA,US,Very High,Highly influential integrated assessment model for climate policy.,$31,US dollars,USD,31,31,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Integrated assessment modeling,Social Cost of Carbon,0,
+RFF (2021),Resources for the Future,Independent research institution focusing on environmental and natural resource issues.,2021-01-01,United States,USA,US,Very High,Research and analysis on the social cost of carbon.,$51,US dollars,USD,51,51,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,SCC modeling analysis,Social Cost of Carbon,0,
+IPCC (AR6 Synthesis Report) (2023),Intergovernmental Panel on Climate Change,The leading international body for assessing climate change.,2023-01-01,Switzerland,CHE,CH,Very High,Synthesis of scientific literature on climate change, including the SCC.,Not Applicable,Not Applicable,Not Applicable,Varies,2024-11-20,,dollars per ton CO2e,tons of carbon dioxide equivalents,Synthesis of scientific literature,0,
+FUND Model (2019),University College London,A climate economy model.,2019-01-01,United Kingdom,GBR,GB,Very High,Climate economy model focused on policy evaluation.,$25-$60,US dollars,USD,42.5,42.5,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate economy modeling,Social Cost of Carbon,1,
+PAGE Model (2019),Cambridge University,Policy Analysis model of climate damages.,2019-01-01,United Kingdom,GBR,GB,Very High,Policy Analysis model for Social Cost of Carbon.,$100-$200,US dollars,USD,150,150,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Policy Analysis Modeling,Social Cost of Carbon,1,

proposals/versions/v2.csv

@@ -0,0 +1,20 @@
+proposal_with_date,organization_name,organization_description,date,country,iso3,iso2,hdi_category,details,original_proposed_value,original_currency_name,original_currency_iso,average_value,usd_proposed_value,usd_conversion_date,value_units,environmental_units,methodologies_used,calculation_scope,is_range,,
+International Foundation for Valuing Impacts (Apr 2024),International Foundation for Valuing Impacts,A non-profit organization working to standardize impact valuation.,2024-04-01,United States,USA,US,Very High,Proposed a standardized approach for companies to report GHG emissions monetarily.,$236,US dollars,USD,236,236,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Standardized impact valuation,Social Cost of Carbon,0,,
+EPA (Final Report) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,Updated SCC values using advanced methodologies and lower discount rates.,$120-$340,US dollars,USD,230,230,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Advanced methodologies,Social Cost of Carbon,1,,
+U.S. EPA (Updated Proposal) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,"Finalized updated SCC values, reflecting significant increases based on best science.",$190,US dollars,USD,190,190,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Best available science,Social Cost of Carbon,0,,
+UC Davis (July 2023),University of California, Davis,2023-07-01,United States,USA,US,Very High,Equity-weighted SCC emphasizing climate damages and uncertainty.,$283,US dollars,USD,283,283,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,tons of carbon dioxide equivalents,Social Cost of Carbon,0,,
+IMF (Jan 2023),International Monetary Fund,An international organization promoting global financial stability.,2023-01-01,United States,USA,US,Very High,Proposed international carbon price floor based on income levels of countries.,$15-$50,US dollars,USD,32.5,32.5,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Income-based carbon price floor,Carbon Pricing,1,,
+New York State Agencies (Jan 2021),New York State Agencies,Various state agencies working on climate policy.,2021-01-01,United States,USA,US,Very High,Guidance under Climate Leadership Act to reduce emissions and achieve net-zero.,$125,US dollars,USD,125,125,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate Leadership Act guidance,Social Cost of Carbon,0,,
+Biden Administration (IWG Interim Update) (Feb 2021),Biden Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2021-02-01,United States,USA,US,Very High,Interim update reinstating Obama-era methodology with adjustments.,$51,US dollars,USD,51,51,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Obama-era methodology with adjustments,Social Cost of Carbon,0,,
+Trump Administration (Oct 2017),Trump Administration,The executive branch of the US Federal government under Donald Trump.,2017-10-01,United States,USA,US,Very High,Lowered SCC estimates focusing on domestic impacts with higher discount rates.,$3-$5,US dollars,USD,4,4,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Domestic impacts,Social Cost of Carbon,1,,
+Climate Leadership Council (Feb 2017),Climate Leadership Council,A coalition advocating for a carbon dividends plan.,2017-02-01,United States,USA,US,Very High,"Carbon dividends plan starting at $40/ton, increasing annually by 5% above inflation.",$40-$50,US dollars,USD,45,45,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Carbon dividends plan,Carbon Pricing,1,,
+Obama Administration (IWG Update) (Nov 2013),Obama Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2013-11-01,United States,USA,US,Very High,Updated SCC values for regulatory impact analyses under federal guidelines.,$37,US dollars,USD,37,37,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Updated SCC methodology,Social Cost of Carbon,0,,
+UK Government Economic Service (2002-01-01),UK Government Economic Service,The professional body of economists in the UK Civil Service.,2002-01-01,United Kingdom,GBR,GB,Very High,Recommended illustrative SCC range for policy appraisal across government sectors.,£35-£140,British pounds,GBP,87.5,109.475,2024-11-20,pounds per ton CO2e,tons of carbon dioxide equivalents,Illustrative SCC range,Social Cost of Carbon,1,,
+Stern Review (Oct 2006),Stern Review,A landmark report on the economics of climate change.,2006-10-01,United Kingdom,GBR,GB,Very High,Early influential report advocating for strong climate action.,~$85,US dollars,USD,85,85,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Economic modeling,Social Cost of Carbon,0,,
+Canada Government (Aug 2023),Government of Canada,The federal government of Canada.,2023-08-01,Canada,CAN,CA,Very High,The Federal Carbon Price was increased to CAD$65 per tonne CO2e in 2023.,CAD$65,Canadian dollars,CAD,65,48.01,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Federal carbon pricing,Carbon Pricing,0,,
+French Government - Quinet Report (2019-01-01),French Government,The government of France.,2019-01-01,France,FRA,FR,Very High,"Recommended range for the SCC with a central value around 250 Euros per tonne CO2e by 2030, rising steeply after that.",€250-€770,Euros,EUR,510,555.14,2024-11-20,euros per ton CO2e,tons of carbon dioxide equivalents,SCC range with projected increase,Social Cost of Carbon,1,,
+Nordhaus DICE Model (2017),Yale University,Integrated assessment model of climate change and economics.,2017-01-01,United States,USA,US,Very High,Highly influential integrated assessment model for climate policy.,$31,US dollars,USD,31,31,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Integrated assessment modeling,Social Cost of Carbon,0,,
+RFF (2021),Resources for the Future,Independent research institution focusing on environmental and natural resource issues.,2021-01-01,United States,USA,US,Very High,Research and analysis on the social cost of carbon.,$51,US dollars,USD,51,51,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,SCC modeling analysis,Social Cost of Carbon,0,,
+IPCC (AR6 Synthesis Report) (2023),Intergovernmental Panel on Climate Change,The leading international body for assessing climate change.,2023-01-01,Switzerland,CHE,CH,Very High,Synthesis of scientific literature on climate changeincluding the SCC.,Not Applicable,Not Applicable,Not Applicable,,,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Synthesis of scientific literature,Social Cost of Carbon,0,,
+FUND Model (2019),University College London,A climate economy model.,2019-01-01,United Kingdom,GBR,GB,Very High,Climate economy model focused on policy evaluation.,$25-$60,US dollars,USD,42.5,42.5,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate economy modeling,Social Cost of Carbon,1,,
+PAGE Model (2019),Cambridge University,Policy Analysis model of climate damages.,2019-01-01,United Kingdom,GBR,GB,Very High,Policy Analysis model for Social Cost of Carbon.,$100-$200,US dollars,USD,150,150,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Policy Analysis Modeling,Social Cost of Carbon,1,,

proposals/versions/v3.csv

@@ -0,0 +1,19 @@
+proposal_with_date,organization_name,organization_description,date,country,iso3,iso2,hdi_category,details,original_proposed_value,original_currency_name,original_currency_iso,average_value,usd_proposed_value,use_proposed_value_mtco2e,usd_conversion_date,value_units,environmental_units,methodologies_used,calculation_scope,is_range,,
+International Foundation for Valuing Impacts (Apr 2024),International Foundation for Valuing Impacts,A non-profit organization working to standardize impact valuation.,2024-04-01,United States,USA,US,Very High,Proposed a standardized approach for companies to report GHG emissions monetarily.,$236,US dollars,USD,236,236,236000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Standardized impact valuation,Social Cost of Carbon,0,,
+EPA (Final Report) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,Updated SCC values using advanced methodologies and lower discount rates.,$120-$340,US dollars,USD,230,230,230000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Advanced methodologies,Social Cost of Carbon,1,,
+U.S. EPA (Updated Proposal) (Dec 2023),Environmental Protection Agency,The primary federal agency responsible for environmental protection.,2023-12-01,United States,USA,US,Very High,"Finalized updated SCC values, reflecting significant increases based on best science.",$190,US dollars,USD,190,190,190000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Best available science,Social Cost of Carbon,0,,
+UC Davis (July 2023),University of California, Davis,2023-07-01,United States,USA,US,Very High,Equity-weighted SCC emphasizing climate damages and uncertainty.,$283,US dollars,USD,283,283,283000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,tons of carbon dioxide equivalents,Social Cost of Carbon,0,,
+IMF (Jan 2023),International Monetary Fund,An international organization promoting global financial stability.,2023-01-01,United States,USA,US,Very High,Proposed international carbon price floor based on income levels of countries.,$15-$50,US dollars,USD,32.5,32.5,32500000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Income-based carbon price floor,Carbon Pricing,1,,
+New York State Agencies (Jan 2021),New York State Agencies,Various state agencies working on climate policy.,2021-01-01,United States,USA,US,Very High,Guidance under Climate Leadership Act to reduce emissions and achieve net-zero.,$125,US dollars,USD,125,125,125000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate Leadership Act guidance,Social Cost of Carbon,0,,
+Biden Administration (IWG Interim Update) (Feb 2021),Biden Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2021-02-01,United States,USA,US,Very High,Interim update reinstating Obama-era methodology with adjustments.,$51,US dollars,USD,51,51,51000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Obama-era methodology with adjustments,Social Cost of Carbon,0,,
+Trump Administration (Oct 2017),Trump Administration,The executive branch of the US Federal government under Donald Trump.,2017-10-01,United States,USA,US,Very High,Lowered SCC estimates focusing on domestic impacts with higher discount rates.,$3-$5,US dollars,USD,4,4,4000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Domestic impacts,Social Cost of Carbon,1,,
+Climate Leadership Council (Feb 2017),Climate Leadership Council,A coalition advocating for a carbon dividends plan.,2017-02-01,United States,USA,US,Very High,"Carbon dividends plan starting at $40/ton, increasing annually by 5% above inflation.",$40-$50,US dollars,USD,45,45,45000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Carbon dividends plan,Carbon Pricing,1,,
+Obama Administration (IWG Update) (Nov 2013),Obama Administration Interagency Working Group,A temporary group that develops guidance for federal agencies.,2013-11-01,United States,USA,US,Very High,Updated SCC values for regulatory impact analyses under federal guidelines.,$37,US dollars,USD,37,37,37000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Updated SCC methodology,Social Cost of Carbon,0,,
+UK Government Economic Service (2002-01-01),UK Government Economic Service,The professional body of economists in the UK Civil Service.,2002-01-01,United Kingdom,GBR,GB,Very High,Recommended illustrative SCC range for policy appraisal across government sectors.,£35-£140,British pounds,GBP,87.5,109.475,109475000,2024-11-20,pounds per ton CO2e,tons of carbon dioxide equivalents,Illustrative SCC range,Social Cost of Carbon,1,,
+Stern Review (Oct 2006),Stern Review,A landmark report on the economics of climate change.,2006-10-01,United Kingdom,GBR,GB,Very High,Early influential report advocating for strong climate action.,~$85,US dollars,USD,85,85,85000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Economic modeling,Social Cost of Carbon,0,,
+Canada Government (Aug 2023),Government of Canada,The federal government of Canada.,2023-08-01,Canada,CAN,CA,Very High,The Federal Carbon Price was increased to CAD$65 per tonne CO2e in 2023.,CAD$65,Canadian dollars,CAD,65,48.01,48010000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Federal carbon pricing,Carbon Pricing,0,,
+French Government - Quinet Report (2019-01-01),French Government,The government of France.,2019-01-01,France,FRA,FR,Very High,"Recommended range for the SCC with a central value around 250 Euros per tonne CO2e by 2030, rising steeply after that.",€250-€770,Euros,EUR,510,555.14,555140000,2024-11-20,euros per ton CO2e,tons of carbon dioxide equivalents,SCC range with projected increase,Social Cost of Carbon,1,,
+Nordhaus DICE Model (2017),Yale University,Integrated assessment model of climate change and economics.,2017-01-01,United States,USA,US,Very High,Highly influential integrated assessment model for climate policy.,$31,US dollars,USD,31,31,31000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Integrated assessment modeling,Social Cost of Carbon,0,,
+RFF (2021),Resources for the Future,Independent research institution focusing on environmental and natural resource issues.,2021-01-01,United States,USA,US,Very High,Research and analysis on the social cost of carbon.,$51,US dollars,USD,51,51,51000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,SCC modeling analysis,Social Cost of Carbon,0,,
+FUND Model (2019),University College London,A climate economy model.,2019-01-01,United Kingdom,GBR,GB,Very High,Climate economy model focused on policy evaluation.,$25-$60,US dollars,USD,42.5,42.5,42500000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Climate economy modeling,Social Cost of Carbon,1,,
+PAGE Model (2019),Cambridge University,Policy Analysis model of climate damages.,2019-01-01,United Kingdom,GBR,GB,Very High,Policy Analysis model for Social Cost of Carbon.,$100-$200,US dollars,USD,150,150,150000000,2024-11-20,dollars per ton CO2e,tons of carbon dioxide equivalents,Policy Analysis Modeling,Social Cost of Carbon,1,,

repo-paths.md

@@ -0,0 +1,6 @@
+#  Relative repository paths for key data files
+
+## Latest version of proposals table
+
+proposals/versions/latest/data.csv
+