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LayoffsTracker is a data visualization dashboard focused on tracking layoffs in the tech industry. It provides insightful, real-time charts and timelines to explore job cuts by company, date, and sector.
This project cleans 🧹 and visualizes 📊 the, "2024 layoffs dataset using", 🐍Python and 📊Power BI 📈. It handles missing values ❓, removes duplicates 🔁, and creates charts 📊 and a map 🌍.
Layoff Risk Predictor is a Machine Learning project that forecasts company layoff percentages using real world data from Layoffs.fyi. It compares multiple regression models including Linear, Ridge, Lasso, Elastic Net, KNN, Decision Tree, Random Forest, and CatBoost to identify the most accurate predictor of layoffs. The project provides a complete