Sentiment Analysis for @NetflixGR on Twitter

Post Author:datajour
Post published:June 10, 2022
Post Category:Data_Stories 2022 MSc

?? Netflix, ????? ? ????????????? ????????? ?????????? ??? ????????????? ?????? ??? ???????.

???? ??????, ????? ??? ?????? ??? ?? 2016 ??? ?? peak ??? ?? ??????? ??????????? ??? streams ????? ???? ?? ???????? ??? ????????? ??? Covid-19 ??? ??? ??????????.

?? tweets ??? NetflixGR, ??? ???????? ?????? ??? Netflix ???? ??????, ????????? ??????? ????? ?? ??????? ?? ????? ??????? ??? ?????? ?? ????? ????????? ??? ?????? ???????? ?????? ??? new-entries. ??? ????????????, ??? ???????????? ?????, ?? tweets ??? Netflix ???? ???????????? ??? ???????? ??????? ???? ??????????? ? ???? ???? ?????, ???? ????? ?????? call to action ??? ????????? ??? ?????? ?? ?????????????? ??? ?????? ? ??? ?????, ? ????? ???????? ?????? ????????? ?? ????? ?????? ???? ??????? ?? ?????????? ?? ???? ?? ??????.

?? ???????????? ???? ?????????? ?? ??? ???? ?? tweets ??? ???????? ????? ??????????;

??? ???????? ????????? ????????????? ? ???????? ??? tweets ??? ??????????? ??? ????. ??????????? ??? ???? ?? ???????? ??? ????????? ?? ???????????? ??? account ???? ???? ????????? ?? ????? ?? ?? ????????.

???? ????????, ?? ?????????? ????? ??? tweets ??? ??????????? ????????? ??? ?????????????? ????? “La casa de papel”.

??? ???????? ???????, ????????????? ?? ?????? ??? ???????????? ??? ????????? ?????? ?????? ???????????. ???? ???????? ?? 2019 ?? ????? ???? ?? ???? ?? ?? ??????????? tweets, ???? ??? ????????? ??????? ??????.

??? ???????? ??????? ????????????? ? ?????????? ??? ????????????? ???????????, ????????????? ??? ???????????? ???? ??? ?????? ??? ????.

Tweets with positive, negative and trustworthy words per year

??? ???????? 2 ??????????? ????????????? ?? ????? ???? ???? ??? ??????? ??? ?????????? ????????? ?????? ???????? ? ??? ???? ?? ???? tweet. ???? ???????? ??? ??????? ??? ????????, ?? tweets ??? ????????? ??????????? 1 ???? ?? ?????? ????? ????? ??????????? ??? ???? ??? ????????? ??????????? 1 ????????, ?? ????? ?????????????? ??? ????? ???????.

Possitive words (left), Negative words (right)

?????, ??? ???????? ??????????? ???????? ??? ?? 2017 ????????????? ?? ??????????? tweets ??? ????????? ?????? ??? ???????? ????, ?? 2022 ??? ?? ????? ??????? ?? 2021 ????????????? ?? ??????????? tweets ??? ????????? ?????? ?? ???????? ?????, ?? 2017 ?? ??????????? tweets ?? ?????? ????? ??? ????? ?? 2022 ?? ??????????? tweets ?? ?????? ??? ????????? ????.