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1. insurance-claims-portfolio-risk-dashboard insurance-claims-portfolio-risk-dashboard Public

   Data analysis of motor insurance claims using Python and Tableau, answering business questions around claim patterns, portfolio segments, and claim cost concentration.

   Jupyter Notebook

2. BankLoan-EDA-Prediction BankLoan-EDA-Prediction Public

   EDA and personal loan acceptance prediction using Logistic Regression, Naive Bayes, and KNN, with imbalanced-data evaluation and threshold tuning.

   Jupyter Notebook

3. MobilePrice-EDA-Prediction MobilePrice-EDA-Prediction Public

   Mobile price-range classification: EDA + Decision Tree, Random Forest & SVM with cross-validated feature selection. Linear SVM reaches 97% test accuracy; RAM is the main price driver.

   Jupyter Notebook

4. CarPrice-EDA-Prediction CarPrice-EDA-Prediction Public

   Used-car price prediction: EDA, outlier analysis, and a scikit-learn Linear Regression pipeline with 5-fold CV model selection (held-out test R² ≈ 0.86).

   Jupyter Notebook

5. heart-disease-data-analysis heart-disease-data-analysis Public

   Exploratory data analysis of a heart disease dataset using Python and Pandas, focusing on data quality, demographic and clinical characteristics, and patterns associated with heart disease status.

   Jupyter Notebook

6. university-ranking-data-analysis university-ranking-data-analysis Public

   Exploratory analysis of 1,000 universities ranked worldwide for the 2018–2019 academic year, focusing on geographic distribution and the relationship between global rankings and academic and resear…

   Jupyter Notebook