The goal of tiltToyData is to provide toy datasets for TILT.
Installation
You can install the latest release from r-universe with:
install.packages("tiltToyData", repos = c("https://2degreesinvesting.r-universe.dev", getOption("repos")))Or the development version from GitHub with:
# install.packages("pak")
pak::pak("2DegreesInvesting/tiltToyData")Having trouble? Try it on a fresh new project on https://posit.cloud/ (free).
Example
library(tiltToyData)
library(readr)
options(readr.show_col_types = FALSE)
toy_files()
#> [1] "ecoinvent_activities.csv.gz"
#> [2] "ecoinvent_europages.csv.gz"
#> [3] "ecoinvent_inputs.csv.gz"
#> [4] "emissions_profile_any_companies.csv.gz"
#> [5] "emissions_profile_products_ecoinvent.csv.gz"
#> [6] "emissions_profile_upstream_products_ecoinvent.csv.gz"
#> [7] "europages_companies.csv.gz"
#> [8] "isic_name.csv.gz"
#> [9] "sector_profile_any_scenarios.csv.gz"
#> [10] "sector_profile_companies.csv.gz"
#> [11] "sector_profile_upstream_companies.csv.gz"
#> [12] "sector_profile_upstream_products.csv.gz"
read_csv(toy_emissions_profile_products_ecoinvent())
#> # A tibble: 3 × 8
#> activity_uuid_produc…¹ co2_footprint ei_activity_name ei_geography isic_4digit
#> <chr> <dbl> <chr> <chr> <chr>
#> 1 bf94b5a7-b7a2-46d1-bb… 10.4 iron-nickel-chr… RER '2410'
#> 2 833caa78-30df-4374-90… 0.693 market for deep… GLO '2591'
#> 3 76269c17-78d6-420b-99… 303. market for shed… GLO '4100'
#> # ℹ abbreviated name: ¹activity_uuid_product_uuid
#> # ℹ 3 more variables: tilt_sector <chr>, tilt_subsector <chr>, unit <chr>
toy_files() |>
lapply(\(x) read_csv(toy_path(x))) |>
setNames(toy_files())
#> $ecoinvent_activities.csv.gz
#> # A tibble: 3 × 5
#> activity_uuid_product_u…¹ activity_name geography reference_product_name unit
#> <chr> <chr> <chr> <chr> <chr>
#> 1 bf94b5a7-b7a2-46d1-bb95-… iron-nickel-… tilt_wor… iron-nickel-chromium … kg
#> 2 833caa78-30df-4374-900f-… market for d… tilt_wor… deep drawing, steel, … kg
#> 3 76269c17-78d6-420b-991a-… market for s… tilt_wor… shed, large, wood, no… m2
#> # ℹ abbreviated name: ¹activity_uuid_product_uuid
#>
#> $ecoinvent_europages.csv.gz
#> # A tibble: 33 × 6
#> country main_activity clustered activity_uuid_produc…¹ multi_match completion
#> <chr> <chr> <chr> <chr> <lgl> <chr>
#> 1 austria distributor tent 76269c17-78d6-420b-99… FALSE low
#> 2 austria wholesaler tent 76269c17-78d6-420b-99… FALSE low
#> 3 nether… retailer tent 76269c17-78d6-420b-99… FALSE low
#> 4 germany wholesaler tent 76269c17-78d6-420b-99… FALSE low
#> 5 germany distributor tent 76269c17-78d6-420b-99… FALSE low
#> 6 austria wholesaler sheds, c… 76269c17-78d6-420b-99… FALSE low
#> 7 nether… distributor prefabri… 76269c17-78d6-420b-99… FALSE low
#> 8 nether… wholesaler prefabri… 76269c17-78d6-420b-99… FALSE low
#> 9 spain distributor prefabri… 76269c17-78d6-420b-99… FALSE low
#> 10 nether… retailer porches,… 76269c17-78d6-420b-99… FALSE low
#> # ℹ 23 more rows
#> # ℹ abbreviated name: ¹activity_uuid_product_uuid
#>
#> $ecoinvent_inputs.csv.gz
#> # A tibble: 16 × 9
#> activity_uuid_produc…¹ activity_name product_geography input_activity_uuid_…²
#> <chr> <chr> <chr> <chr>
#> 1 833caa78-30df-4374-90… market for d… tilt_world f8b471d4-b6b5-4e91-91…
#> 2 76269c17-78d6-420b-99… market for s… tilt_world 44e5e288-4f81-40d0-88…
#> 3 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world 9cdbbd45-c7e6-4308-aa…
#> 4 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world 983dd322-ac70-4167-af…
#> 5 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world 7191f33c-f13f-4228-80…
#> 6 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world c58df129-466c-44c5-85…
#> 7 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world 3a920a69-f567-4c9d-b7…
#> 8 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world cd68b4bd-d6ea-437f-95…
#> 9 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world 875cd7e3-19a7-45e0-80…
#> 10 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world dd83290a-ca62-448c-81…
#> 11 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world 6d77c0f7-076c-4e92-b0…
#> 12 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world e2e4b62e-300c-4418-aa…
#> 13 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world f4650b0c-02a4-4a1b-82…
#> 14 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world 0014714d-33d9-46f1-8c…
#> 15 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world 0428e3ea-d934-4df8-aa…
#> 16 bf94b5a7-b7a2-46d1-bb… iron-nickel-… tilt_world 35f71ed6-0c7e-4238-a3…
#> # ℹ abbreviated names: ¹activity_uuid_product_uuid,
#> # ²input_activity_uuid_product_uuid
#> # ℹ 5 more variables: exchange_name <chr>, input_geography <chr>,
#> # exchange_unit_name <chr>, input_priority <dbl>, ecoinvent_geography <chr>
#>
#> $emissions_profile_any_companies.csv.gz
#> # A tibble: 76 × 7
#> activity_uuid_product_uuid clustered companies_id country ei_activity_name
#> <chr> <chr> <chr> <chr> <chr>
#> 1 76269c17-78d6-420b-991a-aa38… tent antimonarch… germany market for shed…
#> 2 76269c17-78d6-420b-991a-aa38… table hi… celestial_l… spain market for shed…
#> 3 833caa78-30df-4374-900f-7f88… surface … nonphilosop… germany market for deep…
#> 4 833caa78-30df-4374-900f-7f88… surface … nonphilosop… germany market for deep…
#> 5 76269c17-78d6-420b-991a-aa38… tent asteria_meg… austria market for shed…
#> 6 76269c17-78d6-420b-991a-aa38… tent quasifaithf… germany market for shed…
#> 7 76269c17-78d6-420b-991a-aa38… open spa… spectacular… france market for shed…
#> 8 76269c17-78d6-420b-991a-aa38… tent contrite_si… germany market for shed…
#> 9 76269c17-78d6-420b-991a-aa38… tent harmless_ow… germany market for shed…
#> 10 76269c17-78d6-420b-991a-aa38… tent fascist_mai… germany market for shed…
#> # ℹ 66 more rows
#> # ℹ 2 more variables: main_activity <chr>, unit <chr>
#>
#> $emissions_profile_products_ecoinvent.csv.gz
#> # A tibble: 3 × 8
#> activity_uuid_produc…¹ co2_footprint ei_activity_name ei_geography isic_4digit
#> <chr> <dbl> <chr> <chr> <chr>
#> 1 bf94b5a7-b7a2-46d1-bb… 10.4 iron-nickel-chr… RER '2410'
#> 2 833caa78-30df-4374-90… 0.693 market for deep… GLO '2591'
#> 3 76269c17-78d6-420b-99… 303. market for shed… GLO '4100'
#> # ℹ abbreviated name: ¹activity_uuid_product_uuid
#> # ℹ 3 more variables: tilt_sector <chr>, tilt_subsector <chr>, unit <chr>
#>
#> $emissions_profile_upstream_products_ecoinvent.csv.gz
#> # A tibble: 16 × 11
#> activity_uuid_product_…¹ ei_activity_name ei_geography input_activity_uuid_…²
#> <chr> <chr> <chr> <chr>
#> 1 833caa78-30df-4374-900f… market for deep… RoW f8b471d4-b6b5-4e91-91…
#> 2 76269c17-78d6-420b-991a… market for shed… RoW 44e5e288-4f81-40d0-88…
#> 3 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… GLO 9cdbbd45-c7e6-4308-aa…
#> 4 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… RER 983dd322-ac70-4167-af…
#> 5 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… RER 7191f33c-f13f-4228-80…
#> 6 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… RER c58df129-466c-44c5-85…
#> 7 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… RER 3a920a69-f567-4c9d-b7…
#> 8 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… GLO cd68b4bd-d6ea-437f-95…
#> 9 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… Europe, wit… 875cd7e3-19a7-45e0-80…
#> 10 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… CH dd83290a-ca62-448c-81…
#> 11 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… RER 6d77c0f7-076c-4e92-b0…
#> 12 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… CH e2e4b62e-300c-4418-aa…
#> 13 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… GLO f4650b0c-02a4-4a1b-82…
#> 14 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… RER 0014714d-33d9-46f1-8c…
#> 15 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… CH 0428e3ea-d934-4df8-aa…
#> 16 bf94b5a7-b7a2-46d1-bb95… iron-nickel-chr… GLO 35f71ed6-0c7e-4238-a3…
#> # ℹ abbreviated names: ¹activity_uuid_product_uuid,
#> # ²input_activity_uuid_product_uuid
#> # ℹ 7 more variables: input_co2_footprint <dbl>, input_ei_activity_name <chr>,
#> # input_isic_4digit <chr>, input_reference_product_name <chr>,
#> # input_tilt_sector <chr>, input_tilt_subsector <chr>, input_unit <chr>
#>
#> $europages_companies.csv.gz
#> # A tibble: 76 × 8
#> companies_id company_name country company_city postcode address main_activity
#> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 warriorlike… warriorlike… germany grünwald 82031 bavari… wholesaler
#> 2 leathery_ac… leathery_ac… germany düsseldorf 40468 ulmens… wholesaler
#> 3 automotive_… automotive_… germany trier 54292 rheins… wholesaler
#> 4 weatherproo… weatherproo… germany münchen 80337 tumbli… wholesaler
#> 5 angular_ore… angular_ore… germany veitsbronn 90587 stockä… distributor
#> 6 bereft_anch… bereft_anch… germany langenselbo… 63505 am fel… distributor
#> 7 asteria_meg… asteria_meg… austria wilhelmsburg 3150 flesch… wholesaler
#> 8 reversible_… reversible_… germany quickborn 25451 friedr… wholesaler
#> 9 exportable_… exportable_… germany vlotho 32602 lange … wholesaler
#> 10 comely_manta comely_manta germany henstedt-ul… 24558 hohenb… wholesaler
#> # ℹ 66 more rows
#> # ℹ 1 more variable: clustered <chr>
#>
#> $isic_name.csv.gz
#> # A tibble: 14 × 2
#> isic_4digit isic_4digit_name_ecoinvent
#> <chr> <chr>
#> 1 '0510' Mining of hard coal
#> 2 '2011' Manufacture of basic chemicals
#> 3 '2391' Manufacture of refractory products
#> 4 '2394' Manufacture of cement, lime and plaster
#> 5 '2410' Manufacture of basic Iron & Steel
#> 6 '2420' Manufacture of basic precious and other non-ferrous metals
#> 7 '2591' Forging, pressing, stamping and roll-forming of metal; powder me…
#> 8 '2790' Manufacture of other electrical equipment
#> 9 '2815' Manufacture of ovens, furnaces and furnace burners
#> 10 '3510' Electric power generation, transmission and distribution
#> 11 '3520' Manufacture of gas; distribution of gaseous fuels through mains
#> 12 '3821' Treatment and disposal of non-hazardous waste
#> 13 '3830' Materials recovery
#> 14 '4100' Construction of buildings
#>
#> $sector_profile_any_scenarios.csv.gz
#> # A tibble: 86 × 8
#> scenario region sector subsector year value reductions type
#> <chr> <chr> <chr> <chr> <dbl> <dbl> <dbl> <chr>
#> 1 1.5C RPS world power <NA> 2030 5359. 0.58 ipr
#> 2 1.5C RPS world power <NA> 2050 -807. 1.06 ipr
#> 3 1.5C RPS world buildings <NA> 2030 2454. 0.18 ipr
#> 4 1.5C RPS world buildings <NA> 2050 61.3 0.98 ipr
#> 5 1.5C RPS world industry iron and steel 2030 1872. 0.22 ipr
#> 6 1.5C RPS world industry iron and steel 2050 88.3 0.96 ipr
#> 7 1.5C RPS world industry non-metallic minerals 2030 2641. 0.13 ipr
#> 8 1.5C RPS world industry non-metallic minerals 2050 592. 0.8 ipr
#> 9 1.5C RPS world industry chemicals 2030 1218. 0.12 ipr
#> 10 1.5C RPS world industry chemicals 2050 102. 0.93 ipr
#> # ℹ 76 more rows
#>
#> $sector_profile_companies.csv.gz
#> # A tibble: 152 × 10
#> companies_id company_name clustered activity_uuid_produc…¹ isic_4digit
#> <chr> <chr> <chr> <chr> <chr>
#> 1 antimonarchy_canine absurd verl… tent 76269c17-78d6-420b-99… '4100'
#> 2 antimonarchy_canine absurd verl… tent 76269c17-78d6-420b-99… '4100'
#> 3 celestial_lovebird alquisur ev… table hi… 76269c17-78d6-420b-99… '4100'
#> 4 celestial_lovebird alquisur ev… table hi… 76269c17-78d6-420b-99… '4100'
#> 5 nonphilosophical_l… atc armoloy… surface … 833caa78-30df-4374-90… '2591'
#> 6 nonphilosophical_l… atc armoloy… surface … 833caa78-30df-4374-90… '2591'
#> 7 nonphilosophical_l… atc armoloy… surface … 833caa78-30df-4374-90… '2591'
#> 8 nonphilosophical_l… atc armoloy… surface … 833caa78-30df-4374-90… '2591'
#> 9 asteria_megalotomu… balzer hand… tent 76269c17-78d6-420b-99… '4100'
#> 10 asteria_megalotomu… balzer hand… tent 76269c17-78d6-420b-99… '4100'
#> # ℹ 142 more rows
#> # ℹ abbreviated name: ¹activity_uuid_product_uuid
#> # ℹ 5 more variables: tilt_sector <chr>, tilt_subsector <chr>, type <chr>,
#> # sector <chr>, subsector <chr>
#>
#> $sector_profile_upstream_companies.csv.gz
#> # A tibble: 76 × 5
#> companies_id clustered activity_uuid_produc…¹ unit tilt_sector
#> <chr> <chr> <chr> <chr> <chr>
#> 1 antimonarchy_canine tent 76269c17-78d6-420b-99… m2 constructi…
#> 2 asteria_megalotomusquinqu… tent 76269c17-78d6-420b-99… m2 constructi…
#> 3 quasifaithful_amphiuma tent 76269c17-78d6-420b-99… m2 constructi…
#> 4 spectacular_americanriver… open spa… 76269c17-78d6-420b-99… m2 constructi…
#> 5 contrite_silkworm tent 76269c17-78d6-420b-99… m2 constructi…
#> 6 harmless_owlbutterfly tent 76269c17-78d6-420b-99… m2 constructi…
#> 7 charismatic_islandwhistler camper p… 76269c17-78d6-420b-99… m2 constructi…
#> 8 leathery_acornwoodpecker exhibiti… 76269c17-78d6-420b-99… m2 constructi…
#> 9 skarn_gallinule sheds, c… 76269c17-78d6-420b-99… m2 constructi…
#> 10 springloaded_newt tent 76269c17-78d6-420b-99… m2 constructi…
#> # ℹ 66 more rows
#> # ℹ abbreviated name: ¹activity_uuid_product_uuid
#>
#> $sector_profile_upstream_products.csv.gz
#> # A tibble: 32 × 10
#> activity_uuid_product_uuid input_activity_uuid_…¹ input_reference_prod…²
#> <chr> <chr> <chr>
#> 1 833caa78-30df-4374-900f-7f88ab… f8b471d4-b6b5-4e91-91… deep drawing, steel, …
#> 2 833caa78-30df-4374-900f-7f88ab… f8b471d4-b6b5-4e91-91… deep drawing, steel, …
#> 3 76269c17-78d6-420b-991a-aa38c5… 44e5e288-4f81-40d0-88… shed, large, wood, no…
#> 4 76269c17-78d6-420b-991a-aa38c5… 44e5e288-4f81-40d0-88… shed, large, wood, no…
#> 5 bf94b5a7-b7a2-46d1-bb95-84bc56… 3a920a69-f567-4c9d-b7… electricity, medium v…
#> 6 bf94b5a7-b7a2-46d1-bb95-84bc56… 3a920a69-f567-4c9d-b7… electricity, medium v…
#> 7 bf94b5a7-b7a2-46d1-bb95-84bc56… f4650b0c-02a4-4a1b-82… nickel, class 1
#> 8 bf94b5a7-b7a2-46d1-bb95-84bc56… f4650b0c-02a4-4a1b-82… nickel, class 1
#> 9 bf94b5a7-b7a2-46d1-bb95-84bc56… e2e4b62e-300c-4418-aa… natural gas, high pre…
#> 10 bf94b5a7-b7a2-46d1-bb95-84bc56… e2e4b62e-300c-4418-aa… natural gas, high pre…
#> # ℹ 22 more rows
#> # ℹ abbreviated names: ¹input_activity_uuid_product_uuid,
#> # ²input_reference_product_name
#> # ℹ 7 more variables: input_unit <chr>, input_isic_4digit <chr>,
#> # input_tilt_sector <chr>, input_tilt_subsector <chr>, type <chr>,
#> # sector <chr>, subsector <chr>