The brand new messages and photos was up coming mutual for the one to dating character
The latest TF-IDF rating shipments corroborated the initial feeling you to just pair texts have been brand new in their keyword play with, that is depicted during the Fig dos. All the 29,163 texts was in fact hence divided in to seven containers, in accordance with the percentiles of TF-IDF rating. This is done for one another texts which were written by somebody just who shown to-be guys (n = 17,869) as well as for those who conveyed are people (n = 13,294), while the members on effect research saw profiles published by some one of its sexual taste. The latest 7th container–containing the fresh messages towards the higher TF-IDF scores–consisted of most of the messages dropping on diversity up until the 40% percentile of TF-IDF scores. Each of the most other pots contained most of the texts next ten th percentile. So you’re able to show so it into the texts compiled by men: the best TF-IDF score try and the lower score 2.fifteen, meaning that getting messages of men the fresh new TF-IDF score from inside the a container differed 0.90 (–dos.). Therefore, all of the messages you to scored anywhere between dos.fifteen and you will step 3.06 were area of the basic bin (a minimal score including 0.90), and those scoring between step 3.06 and step 3.96 was basically area of the next container (3.05 along with 0.90), etc. Table 1 less than provides for the fresh profiles inside all the pots the lowest and large TF-IDF get, brand new percentile rating, therefore the amount of users integrated.
To finish with all in all, as much as 300 reputation messages, 22 texts was basically randomly selected from each one of the 7 containers, causing all in all, 154 messages written by men and you may 154 by girls, which is, 308 messages completely.
All of the texts were with a special blurred reputation photo, which was a picture of you aren’t an equivalent intercourse because text’s author. (más…)