/Car_accidents_Italy

Data analysis project developed in Python aimed at identifying where accidents happen in Italy

Primary LanguageJupyter Notebook

Analysis of car accidents in Italy from 2011 to 2020 using Python

Summary and projects goals 🔍

Car accidents are the reason of many deaths today.

Our goal is to address the following questions:

  • Which provinces and roads are more dangeours when driving a car in Italy?
  • Is it possible to compute a synthetic score to measure how dangerous a province is when driving a car?

Data 💻

Data are provided by ACI and Istat. You can find and download the data here:

ACI: https://www.aci.it/laci/studi-e-ricerche/dati-e-statistiche/incidentalita/incidenti-strade-provinciali/2020.html

ISTAT: http://dati.istat.it/

Please note that some preliminary activities on data were carried on outside Python

Insights 🎯

Data were analyzed in order to extract insights about:

  • Which provinces and roads in Italy show highest numbers of car accidents, injured people and deaths
  • How provinces could be clustered usign unsupervised learning
  • Which is a synsthetic score for each provinces in order to measure level of danger