The recovery of deleted mobile data shows both Siya Goyal and her lover Chetan Chaudhary communicated in sign language in order to evade surveillance and investigation, after allegedly killing her fiance Ketan Agarwal with the help of Chetan. The two also used nicknames, apart from sign language, to exchange information.