A direction in development: a model drafts an ontology from business tables or a document, code checks the draft against the data, a person confirms it item by item
Vision Zero Report Card — 7 years of NHTSA FARS truck-involved fatalities across 19 US cities. Reproducible Python pipeline + filtered dataset under CC BY 4.0.
Pipeline completa para classificação de reclamações veiculares da NHTSA 🔧🚗
Real NHTSA Tesla complaint data (23,298 records) turned into an interactive Tableau dashboard, with a reproducible Python pipeline behind it.
Beta. Statistically honest analysis of road hazards and near misses for safe-streets advocacy: every published rate carries its confidence interval and its denominator, because a count without exposure is not a risk. The committed city datasets are synthetic demonstrations; the reviewed 2020-2024 NHTSA FARS reference surface is real.
Injury-severity analysis on NHTSA GES crash data
Who makes store-brand products, from public records: Kirkland Signature makers, store-brand companies, NHTSA tire plant codes, tire age guidance, with the evidence behind each answer. JSON + CSV, CC BY 4.0.
MCP server connecting Claude to NHTSA vehicle safety data — VIN decoding, recalls, NCAP ratings, and complaints. No API key required.
결함 선례 찾기 도우미 — 미국 NHTSA 공개 리콜에서 같은 부품의 다른 회사 선례와 원인 원문을 찾아 주는 RAG
Download, filter, and aggregate NHTSA FARS fatal-crash data with zero non-stdlib dependencies. Companion to the Vision Zero Report Card.
Vehicle data ingestion & market intelligence platform with FastAPI, PostgreSQL, React, multi-source provenance, NHTSA enrichment, and measured query performance.
Predicting which NHTSA vehicle safety complaints lead to recalls (Python, SQL, scikit-learn)
Explainable machine learning for prioritizing public NHTSA vehicle complaint patterns.
An agentic assistant over 10M+ U.S. vehicle-defect records — recalls, complaints, investigations, SGO AV crashes, and TSBs — delivering cited, cross-corpus answers in plain English.
2,100 vehicle safety recalls that appear in more than one country's register, matched on the manufacturer's own campaign code. Joins the US (NHTSA), Canada and the EU Safety Gate. No regulator publishes this.
Weekly CPSC, NHTSA, and FDA recall data for children's products, normalized by KindlyKiddo
MCP server for decoding VINs and fetching Canadian vehicle specs from NHTSA vPIC REST API.
AI-powered automotive diagnostic system with OBD2 ELM327 support, probabilistic fault analysis, and NHTSA/EU/UK data integration
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