Prediction mean values and exceeding limit days of fine Particulate Matter in the air of Milan

The research mainly aims to identify through classification algorithms (KNN, Random Forest, and Decision Tree) if one day, based on its climatic features and concentrations of harmful elements in the air, it turns out to be harmful (or not) to the health of citizens in the Milan metropolis. Furthermore, a second prediction model, Linear Regression, was adopted to predict daily mean PM2.5 values.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
CO_Data_Cleaning_Merging_2014_2019_Milan.ipynb		CO_Data_Cleaning_Merging_2014_2019_Milan.ipynb
Final_DF_Weather_&_Harm_Elem_MIlan_2014_2019.ipynb		Final_DF_Weather_&_Harm_Elem_MIlan_2014_2019.ipynb
Final_Milan_Harm_Elem_2014_2019.ipynb		Final_Milan_Harm_Elem_2014_2019.ipynb
Final_Milan_Weather_2014_2019.ipynb		Final_Milan_Weather_2014_2019.ipynb
Merging_Milan_Weather_2014_2019.ipynb		Merging_Milan_Weather_2014_2019.ipynb
Milan_Final_Dataframe_2014_2019.csv		Milan_Final_Dataframe_2014_2019.csv
Milan_Final_Harm_Elem_2014_2019.csv		Milan_Final_Harm_Elem_2014_2019.csv
Milan_Final_Weather_2014_2019.csv		Milan_Final_Weather_2014_2019.csv
NO2_Data_Cleaning_Merging_2014_2019_Milan.ipynb		NO2_Data_Cleaning_Merging_2014_2019_Milan.ipynb
NO_Data_Cleaning_Merging_2014_2019_Milan.ipynb		NO_Data_Cleaning_Merging_2014_2019_Milan.ipynb
O_Data_Cleaning_Merging_2014_2019_Milan.ipynb		O_Data_Cleaning_Merging_2014_2019_Milan.ipynb
Overall_Evaluation_&_Discussion.ipynb		Overall_Evaluation_&_Discussion.ipynb
PM_10_Data_Cleaning_Merging_2014_2019_Milan.ipynb		PM_10_Data_Cleaning_Merging_2014_2019_Milan.ipynb
PM_2.5_Data_Cleaning_Merging_2014_2019_Milan.ipynb		PM_2.5_Data_Cleaning_Merging_2014_2019_Milan.ipynb
Prediction_Model_Decision_Tree_&_Random_Forest_Milan_2014_2019.ipynb		Prediction_Model_Decision_Tree_&_Random_Forest_Milan_2014_2019.ipynb
Prediction_Model_KNN_Milan_2014_2019.ipynb		Prediction_Model_KNN_Milan_2014_2019.ipynb
Prediction_Model_Linear_Regression_Milan_2014_2019.ipynb		Prediction_Model_Linear_Regression_Milan_2014_2019.ipynb
README.md		README.md
weather_2014.ipynb		weather_2014.ipynb
weather_2015.ipynb		weather_2015.ipynb
weather_2016.ipynb		weather_2016.ipynb
weather_2017.ipynb		weather_2017.ipynb
weather_2018.ipynb		weather_2018.ipynb
weather_2019.ipynb		weather_2019.ipynb

alessandromonolo/Classification-Of-Days-Exceeding-The-PM-Threshold

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Prediction mean values and exceeding limit days of fine Particulate Matter in the air of Milan

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