Limitations

All of our functions have a few limitations. First, as our very own dataset is situated heavily to your Myspace because program populating an individual profile, you should remember that established works looking at the alignment between a good customer’s online and actual reputation commonly finest. Even though it is unrealistic that any particular one was totally other on the on the internet reputation (since they are apt to be entitled out-by people they know for for example difference) research has shown you to pages perform commonly go overboard individuals top features of by themselves on their societal photo. Our very own analysis is actually, hence, limited by new variance amongst the genuine account while the depicted one. These types of differences will tend to be particularly noticable regarding perspective of extroversion (Amichai Hamburger et al., 2002; Mitchell et al., 2011).

Second, specific qualities inside our dataset possess rather a lot fewer trials than others and therefore might be interpreted accordingly. However, apart from NCAA and you can religion (within and therefore merely Muslims got lowest matter) all our metrics included at the least 100,000 possible fits and you may typically incorporated over step one,000,000 samples if you don’t that order of magnitude far more.

A 3rd maximum could be attributed to exactly how we determine an effective suits. We determined that a fit is very effective if the two different people regarding conversations traded contact information.