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

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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

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

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