This notebook analyzes tech layoffs among the top 5 tech giants (Meta, Amazon, Google, Apple, and Microsoft) from 2022 to 2025. It covers historical layoff patterns, workforce impact, correlation with financial performance, predictive modeling for future trends, and strategic insights. The analysis identifies key findings such as Amazon leading in total layoffs and Apple being the most stable, with a negative correlation between layoffs and stock performance. Predictive analytics forecasts future trends and assesses companies' risk and stability.