Confusion in Higher frequency of word higher is its vector magnitude

Hi Chris,

I am on 1.4 “Comparing word by distance” in word2vector course. During the course you explain higher the word frequency its magnitude is also high. So to understand it i had taken word2count and find out at times words with higher frequency are having lower magnitude. Below is the example set in which word “the” is having high frequency and magnitude is lower then other words except word “and”. Why its so is there any other factor that contributes to magnitude

|High Frequency Word|Count|Magnitude|