Restrictions

All of our works have a few limitations. Basic, as the dataset is dependent heavily with the Fb since the system populating the user profile, it is important to note that existing functions looking at the positioning between an excellent customer’s online and genuine character are not primary. While it is unlikely that any particular one would-be totally different to their on line reputation (because they’re apt to be entitled out by their friends for like discrepancy) research has shown you to definitely users would tend to overload various top features of by themselves on the social photo. Our research is, therefore, bound by the fresh difference amongst the actual user profile while the depicted you to definitely. Such variations are likely to be instance noticable from the context away from extroversion (Amichai Hamburger mais aussi al., 2002; Mitchell et al., 2011).

Next, particular features within our dataset features somewhat a lot fewer samples as opposed to others and that would be interpreted accordingly. Although not, except for NCAA and religion (inside and that only Muslims got lower amount) our metrics provided at the least 100,000 potential suits and you will generally speaking incorporated more than step one,000,000 trials otherwise you to purchase away from magnitude a great deal more.

A third limit was related to how we determine an excellent fits. I concluded that a match is very effective if a couple throughout the conversations traded contact details. Although not, there could be option ways function a conference that do perhaps not cover this type of. (mais…)