ABCD

ABCD dataset

An asset-based company dataset (ABCD) about physical assets (e.g. a wind turbine power plant, or a steel mill), aggregated to company-level. These data are used to assess the climate alignment of financial portfolios with climate transition pathways. It is usually based on data from market-intelligence databases.

column
typeof
definition
company_id
character
The id of the company owning the asset created by the data provider
name_company
character
The name of the company owning the asset
lei
character
The legal entity identifier of the company owning the asset
sector
character
Sector to which the asset belongs
technology
character
Technology implemented by the asset
production_unit
character
The units that production is measured in
year
integer
Year at which the production value is predicted
production
double
Company level production of the technology
emission_factor
double
Company level emission factor of the technology
plant_location
character
Country where asset is located
is_ultimate_owner
logical
Flag if company is the ultimate parent in our database
emission_factor_unit
character
The units that the emission factor is measured in

The {pacta.loanbook} package provides an example abcd dataset abcd_demo.

abcd_demo
#> # A tibble: 4,972 × 12
#>    company_id name_company                          lei                  sector technology          production_unit  year production emission_factor plant_location is_ultimate_owner emission_factor_unit             
#>    <chr>      <chr>                                 <chr>                <chr>  <chr>               <chr>           <int>      <dbl>           <dbl> <chr>          <lgl>             <chr>                            
#>  1 175        Giordano, Giordano e Giordano e figli 18500033XH6RG332SX89 power  hydrocap            MW               2020    121032.          NA     MY             TRUE              tonnes of CO2 per per hour per MW
#>  2 175        Giordano, Giordano e Giordano e figli 18500033XH6RG332SX89 power  hydrocap            MW               2021    119274.          NA     MY             TRUE              tonnes of CO2 per per hour per MW
#>  3 175        Giordano, Giordano e Giordano e figli 18500033XH6RG332SX89 power  hydrocap            MW               2022    117515.          NA     MY             TRUE              tonnes of CO2 per per hour per MW
#>  4 175        Giordano, Giordano e Giordano e figli 18500033XH6RG332SX89 power  hydrocap            MW               2023    115757.          NA     MY             TRUE              tonnes of CO2 per per hour per MW
#>  5 175        Giordano, Giordano e Giordano e figli 18500033XH6RG332SX89 power  hydrocap            MW               2024    113999.          NA     MY             TRUE              tonnes of CO2 per per hour per MW
#>  6 175        Giordano, Giordano e Giordano e figli 18500033XH6RG332SX89 power  hydrocap            MW               2025    112240.          NA     MY             TRUE              tonnes of CO2 per per hour per MW
#>  7 526        Vitali, Vitali e Vitali s.r.l.        887100CAVZ6Y3KYT3Q90 cement integrated facility tonnes per year  2020   6327858.           0.723 CI             TRUE              tonnes of CO2 per tonne of cement
#>  8 526        Vitali, Vitali e Vitali s.r.l.        887100CAVZ6Y3KYT3Q90 cement integrated facility tonnes per year  2021   6569983.           0.735 CI             TRUE              tonnes of CO2 per tonne of cement
#>  9 526        Vitali, Vitali e Vitali s.r.l.        887100CAVZ6Y3KYT3Q90 cement integrated facility tonnes per year  2022   6812108.           0.746 CI             TRUE              tonnes of CO2 per tonne of cement
#> 10 526        Vitali, Vitali e Vitali s.r.l.        887100CAVZ6Y3KYT3Q90 cement integrated facility tonnes per year  2023   7054232.           0.758 CI             TRUE              tonnes of CO2 per tonne of cement
#> # ℹ 4,962 more rows