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1. Data-Driven-Ranking-Model-For-Citizens-Based-On-Their-PM-Footprint Data-Driven-Ranking-Model-For-Citizens-Based-On-Their-PM-Footprint Public

   Establishment of a Model to Define the Impact of Lombardy Region Citizens on PM2.5 Emissions During Their Daily Activities. The project aims to identify environmentally harmful actions and promote …

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2. Descriptive-Texts-Classification-By-Usage-Purposes-Of-Estate-Properties Descriptive-Texts-Classification-By-Usage-Purposes-Of-Estate-Properties Public

   The project aims to identify the best model for the classification of texts derived from descriptions of assets subject to Italian judicial auctions. The employed models include both conventional m…

   Jupyter Notebook 1

3. Classification-Of-Days-Exceeding-The-PM-Threshold Classification-Of-Days-Exceeding-The-PM-Threshold Public

   The research mainly aims to identify through classification algorithms if one day, based on its climatic features and concentrations of harmful elements in the air, it turns out to be harmful (or n…

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4. Sentiment-And-Emotion-Analysis-Of-Italian-Populist-Tweets Sentiment-And-Emotion-Analysis-Of-Italian-Populist-Tweets Public

   This research aims to analyze the tweets of the foremost Italian populist leaders to observe the different communication methods adopted by Giuseppe Grillo, (Movimento 5 Stelle), Giorgia Meloni (Fr…

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5. Cluster_Model_For_Similar_Vehicles Cluster_Model_For_Similar_Vehicles Public

   In this project, unsupervised methods were employed to form clusters of similar vehicles based on sales data from Italy between 2003 and 2005. Through detailed analysis of monthly sales volumes, ve…

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6. Fraud-Detection-Binary-Classification-Model Fraud-Detection-Binary-Classification-Model Public

   This project builds a machine learning model to classify fraudulent clients using a banking dataset. Data preprocessing, statistical analysis, and feature selection were performed before training K…

   Jupyter Notebook