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  1. PolicyBriefReddit PolicyBriefReddit Public

    This project investigates how Reddit discussions on vaccines and autism influence misinformation spread, using sentiment analysis, topic modeling, and policy analysis to uncover engagement patterns…

    Jupyter Notebook

  2. TANLP_finalproject TANLP_finalproject Public

    This project analyzes the alignment between marketing claims and user experiences of the top ten SPF face creams in 2024 using sentiment analysis and topic modeling. Data was gathered from The Inde…

  3. DataScienceLab DataScienceLab Public

    This project evaluates supervised learning algorithms using three diverse datasets from Kaggle. It focuses on model performance, hyperparameter tuning, data standardization, and managing overfittin…

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  4. CruiseShip_KPI_Analysis CruiseShip_KPI_Analysis Public

    This repository contains the analysis of cruise vessel performance using Key Performance Indicators (KPIs) like energy efficiency, operational efficiency, and fuel consumption. For replication or f…

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  5. DataMiningProject DataMiningProject Public

    This project compares imputation techniques for handling missing values in Australian rainfall data, highlighting the MICE method and Random Forest (Scaled) model for superior rain prediction accur…

  6. DataAnalyticsProject DataAnalyticsProject Public

    This project focuses on predictive modeling of student achievement in secondary education, analyzing Math and Portuguese subjects in two Portuguese schools. Using a dataset of grades and demograph…

    Jupyter Notebook