Show the code
source("./scripts/setup-libraries.R")
source("./scripts/setup-data-inspection-failures.R")
my_caption <- "Plot: Daniel Moul\nData: Traficom tieto.traficom.fi, trafi2.stat.fi"source("./scripts/setup-libraries.R")
source("./scripts/setup-data-inspection-failures.R")
my_caption <- "Plot: Daniel Moul\nData: Traficom tieto.traficom.fi, trafi2.stat.fi"In case anyone wishes to better understand my translations to English, I offer the original Finnish terms below, the English terms, and the English shorthand I used in Chapter 4 Failure reasons. I used deepl.com then adjusted the translations using my American sensibilities.
d_translations |>
  rename(purpose = column_purpose) |>
  filter(!is.na(purpose)) |>
  left_join(
    reasons_df,
    join_by(English == reason)
  ) |>
  gt() |>
  sub_missing()| purpose | Finnish | English | reason_short | 
|---|---|---|---|
| title | Henkilöautojen määräaikaiskatsastusten tilastot 2022, käyttöönottovuodet 2007 – 2019 | Statistics on periodic inspections of passenger cars 2022, years of registration 2007 - 2019 | — | 
| column name | Käyttöönottovuosi | Model year | — | 
| column name | Merkki | Brand | — | 
| column name | Malli | Model | — | 
| column name | Katsastusten lukumäärä | Inspection count | — | 
| column name | Hylkäys-% | Failure rate | — | 
| column name | Ajettujen kilometrien keskiarvo | Average km driven | — | 
| column name | Ajettujen kilometrien mediaani | Median km driven | — | 
| column name | Yleisin hylkäyssyy | failure reason 1 | — | 
| column name | Toiseksi yleisin hylkäyssyy | failure reason 2 | — | 
| column name | Kolmanneksi yleisin hylkäyssyy | failure reason 3 | — | 
| total years | Vuodet yhteensä | All model years | — | 
| total brands | Merkit yhteensä | All brands | — | 
| total models | Mallit yhteensä | All models | — | 
| failure reasons | Ajovakautusjärjestelmä | Stability control system | Stability control | 
| failure reasons | Ajovalo | Headlamp | — | 
| failure reasons | Alustan kotelot ja pohjalevy | Chassis housing and underframe | Chassis etc | 
| failure reasons | Asiapaperit | Factual documents | Factual docs | 
| failure reasons | Bensiinimoottorin pakokaasumittaus | Petrol engine exhaust measurement | Petrol Exhaust | 
| failure reasons | Dieselmoottorin pakokaasumittaus | Diesel engine exhaust measurement | Diesel Exhaust | 
| failure reasons | Etuakselisto | Front axle | — | 
| failure reasons | Jarruvalo | Brake light | — | 
| failure reasons | Jousitus ja iskunvaimennus | Suspension | — | 
| failure reasons | Käyttöjarru | Brakes | — | 
| failure reasons | Käyttöjarrun dynamometritesti | Brakes dynamometer test | Brake test | 
| failure reasons | Kori | Bodywork | — | 
| failure reasons | Ohjausnivelet ja -tangot | Steering joints and rods | Steering | 
| failure reasons | Rekisterimerkinnät | Registration markings | Registr markings | 
| failure reasons | Renkaat ja vanteet | Tyres and rims | — | 
| failure reasons | Runko | Chassis | Chassis etc | 
| failure reasons | Seisontajarrun dynamometritesti | Parking brake dynamometer test | P-brake test | 
| failure reasons | Sisäinen valvontajärjestelmä (OBD) | OBD (on-board diagnostic system) | OBD | 
| failure reasons | Taka-akselisto | Rear axle | — | 
| failure reasons | Taksivarustus | Taxi equipment | — | 
| failure reasons | Turvavyöt ja -varusteet | Seat belts and safety equipment | Safety equip | 
| failure reasons | Valmistajan kilpi | Manufacturers plate | Mfg plate |