However, trend lines can be found in data that form a rough version of a linear relationship. For example, you could look at the daily sales of ice cream and the daily high temperature as the two ...

That is the the basic form of linear regression by hand. Note that there ARE other ways to do this - more complicated ways (assuming different types of distributions for the data).