Statistical analysis plays a significant role in collecting and analyzing data. Using regression, relationships between data changes can be mathematically expressed, providing a basis for prediction or optimization. For example, predicting future trade volumes based on the growth rate of purchases over time can be done through regression. This method is also used to improve process efficiency in industrial technologies. Accuracy and reliability in data collection are vital for the quality of predictive models