Jupyter notebooks for learning data analysis and data science workflows.

💉 Comprehensive analytics dashboard for In-Hospital Cardiac Arrest (IHCA) data analysis with interactive visualizations

Centralized hub of my data science projects: notebooks, scripts, and datasets with clear, repeatable workflows.

This project analyzes the famous Titanic dataset using a Random Forest Classifier to predict passenger survival. The analysis is done in a colab Notebook using Python and several data science libraries.

Predicts Pokémon types using R in a Jupyter Notebook with CART and Random Forest models. Achieves up to 93% accuracy through data cleaning, EDA, and model comparison on features like base stats and type effectiveness.

Exploratory data analysis of historical weather data using Python and Jupyter Notebook to uncover patterns and insights.

This project analyzes customer feedback data to understand what drives people to like or dislike McDonald’s. Using Python and data visualization tools in a Jupyter Notebook, we explore how different factors—such as taste, price, health, and visit frequency—affect customer satisfaction.

This notebook explores the relationships between various medical features and the presence of heart disease using visualization and statistics.

About The Spotify Data Analysis Project showcases data's role in diverse fields, using Python and libraries like Pandas,Numpy,Seaborn and Matplotlib, within the Jupyter Notebook environment. It explores music-related datasets, highlighting data's influence on decisions, research, and prediction, while honing technical skills and industry insights.

Welcome to my 15-day python challenge! This repository contains the Jupyter notebook utilized for practicing python fundamentals. This notebook is concise and is suitable for learning purposes.

Repositori berisikan kode analisis data menggunakan notebook dengan format ipynb. Kode dapat dijalankan dengan dataset lokal.

This project leverages time-series analysis and machine learning techniques to forecast CO₂ emissions based on historical data. By employing models like ARIMA, Prophet, and regression approaches, it aims to provide accurate predictions and uncover key trends to inform sustainable decision-making. Developed entirely in Kaggle Notebooks.

Predictive modeling project to analyze employee turnover for HR insights. Includes a one-page summary, code notebook, model evaluation, visualizations, and ethical considerations.

This project is an exploratory data analysis of an ecommerce website using Jupyter Notebook with SQL.

This project involves analyzing a dataset of popular games using Python in a Jupyter Notebook environment.

📌 Welcome to this notebook. The goal of this notebook is to demonstrate how to handle credit card fraud datasets for ML fraud detection. Credit card fraud datasets have several specifications that make them unique and require specialized handling.

Portfolio/Digital Notebook of my data analytics progress

If you want to learn how to analyze a sports event like the T20 World Cup, this notebook is for you. This notebook will take you through the task of T20 World Cup 2022 analysis using Python.

Lagos state debt analysis using jupyter notebook

Explore parametric & non-parametric hypothesis tests in this Jupyter Notebook tutorial. Compare means, analyze variance & more with real-world examples! 📊✨