Data Science, Machine Learning, Time Series Analysis, Analytics, Linear Regression.
the timeframe spans from January 2017 to August 2023. In our case, we select the last 12 months of the data as the testing dataset and the preceding data as the training dataset. One might think about the reasoning behind choosing 12 months. Although this selection can be seen as somewhat