This report provides a technical analysis of International Business Machines (IBM) stock performance, utilizing historical data to identify trends, volatility, and future price trajectories.

Electricity consumption in Germany shows clear yearly, monthly, and daily trends. There are significant differences in consumption across years and seasons. The ETS model provided a better fit for forecasting compared to ARIMA.