ProblemsByVin's picture
Add dataset card
5846484 verified
|
Raw
History Blame Contribute Delete
1.85 kB
metadata
license: cc-by-4.0
language:
  - en
pretty_name: Engine-Family Complaint Density (NHTSA, MY 2005-2025)
tags:
  - automotive
  - engines
  - nhtsa
  - vehicle-reliability
  - engine-defects
  - recalls
  - open-data
  - consumer-data
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files:
      - split: train
        path: engine-complaint-density.csv

Engine-Family Complaint Density

Curated problematic engine families (documented defect patterns — class actions, NHTSA investigations, or 100+ fleet complaints), with total NHTSA complaints, recalls, and complaints normalized per model-year entry. Density lets you compare families of different production volumes.

Columns

column meaning
engine_family Engine family name
manufacturer Manufacturer
displacement Displacement
configuration Engine configuration
years Production years
modelyear_entries Matching model-year entries in DB
complaints Total NHTSA complaints across the family
complaints_per_modelyear Complaints ÷ model-year entries
recalls Total recalls across the family
alleged_fires Complaints alleging fire (unverified)
alleged_deaths Complaints alleging death (unverified)
url Source page on ProblemsByVin

Source & methodology

Families are the editorial set powering /engines/. For each family we sum complaints/recalls/harm flags across every matching (year, make, model) in the DB. "complaints_per_modelyear" = total complaints ÷ model-year entries present. Complaints are unverified consumer reports.

Canonical version, full methodology, and the other datasets: https://problemsbyvin.com/data/ .

License

CC BY 4.0 — free to use with attribution to ProblemsByVin (https://problemsbyvin.com).