Forecasting air quality indexes is a crucial task for urban planning. By analyzing historical patterns and current factors, predictive models can forecast future air quality. Sophisticated algorithms are often employed to generate these forecasts, taking into account contributors such as industrial emissions, weather patterns, and population densit