Main goal of this project is to use the open data provided by the municipality of Milan (Italy) and predict the daily road accidents by considering the weather and traffic.

#How to use it ‘‘

Once you launch the script, it will automatically load all the needed data. If something is missing, it’ll be automatically created.

The source code of the project is in R

• Road accidents
• City entries
• Weather conditions:
  • Rain
  • Atmospheric pressure
  • Temperature
  • Humidity
  • Wind speed

• Weather forecast

Linear regression R stats package

The training set is formed by the The model is a linear regression model

The training set is build by using the month accidents from the city from the As training data Predicts the road accidents in the city of Milan (IT) by considering the weather forecast and the estimated traffic.

Give an example of what you can do with Open Data and Machine Learning.

The data provided from the municipality of Milan has CC license (http://creativecommons.org/licenses/by/2.5/it/deed.it) The data used for weather is provided by OpenWeatherMap.