The Line of Best Fit is a key tool in statistics, extensively used in scatter diagrams to examine the relationship between two variables. These diagrams play a vital role in various fields, allowing researchers and professionals to interpret data trends and make informed predictions. While scatter diagrams visually display data through plotted points, the Line of Best Fit provides a summary, highlighting the overall trend without cluttering the view with each individual point