It is very much designed as a course in applied statistics, covering common topics such as types of variables and data, probability theory, hypothesis testing, measures of central tendency and ...

With a correlation that low, there will be some mean regression at work. Think of it this way. Seven door-to-door salesmen go out and sell as many vacuum cleaners as they can on a Sunday.