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?? ?witter, ???????? ???? ?????? ????. ??????????????? ???????? ??? ???????? ??????? , ????? ?????? ????? “?????” ?? ????????? ??? ??? ??? ??? ???????? ???????? ??? ????????. ? ??????? ?????? ?? ??????? ??? ????? ???, ?? ????????? ?? ?????? ??? ?? ????????? ???????????.
???? ??? ?? ???????? ???????, ?? ??????? ???????? ?????? ???? ???????????? ??? ???? ???????????? ?? ???????? ???? ??? ???????? ??? ????? ????, ?? ?????? ??? ?? ??? ????. ???? ???? ???? ????? ?? ????? ????????? ?????????? ??? ????? ??? ???????? ?? ??????? ??? ??? ???? ??? ??????? ???;
?? ??? ??????? “scroll” ????? ???????????? ??? ????????? ???????? ??????????? ??? ???? ????? ???????????? ReTweets (RT) ??? ????????? ??????? ???? ??? ?????? ?? ???? Tweet ??? ???????? ?????????? ?? ????? ??? ??????? ??? ?? ???? ??????.
??????????? ?? ???? ??? ??? ?????? ??? ????????????????? ? ??????? ?????? ???????? ??? ??????????? ??????? ??? ????????? ??????? ??? ??? ??????????? ?? ????????? ?????????? ????? ??? ???????????. ?? ???????? ?????? ??? ???? ?? ???????? ?? ??????? ?? ????????? ??? ?? ??????? ??????????? ???? ?????????? ???? (????? ??????? ??? ???????????? ????? ??? ?????????????????? ?? ??????? ??? ????????) ??????????? ?? ???? ????????? ?? ????????? ???? ?? ???????????? ?? ?????. ?????? ???? ???? ??????;
??????????? ?? ??????? ??????? (??? ?? ???? ??? ?????????? ??? ???????????) ?? ???? ????????????? ?????????? ??? Twitter , ???????? ?? ??????????? ?? ???? ???? ?? ???????? ??????? ?????????? ??? ??????????? ???????? ????? ??? ?? ????????? ???????????? ??? ??? ????? ????? ?? ???? ???????? ????.
??? ?? ???? ???? ?????????? (followers) ????? ????????? ???????????? ??? Twitter, ?? ??????? ??? ??????????? ????? : ? ??? ??????????, ? ??????, ?? ?????? ??? ?? ??????????? ???????.
???????????? ?? ?????? ??? tweets ????? ????????? ???????????? ??? ???????? ?? ????????? ??????, ?? ?? tweets ??? ????????? ??? ???????? ?????? ???? ??? ?? RT ??? ???? ????????? ???????????? ??? ??????? ????, ????? ??????? ??? ? ???????? ??? ??????? ????? ?????????? ??????.
?? ???????? (mention) ????? ???????? ??? ???????? ????? ?????? ??? ??? ?????? ????? ??? ???????? ????? ????????? ?? RT ??? ???? ??????????? ???? ????????????. ?????? ????? ?? ???????? ?? ??? ????????? ?? 50% ??? ????????? ????????????? ??? ??????????? ???? ??? ????, ???? ???????? ??? ?? ???????? ?????????, ????????????? ??? ????????? ????? ??? ???????????? ????? ???????????? ??? ???????? , ??? ??????? ??? ?? ??? ??????????? ?? ????? , ???? ???? ???? ????????? ????? ??? ????? ??? ??????? ???.
A????????? ??? ?????? ??? “????????????” ??? ?????? ?? ??????? ??????????? ??? ???? ??????????? ??? ????? ?? tweet ???? ????? ??? ????? ???? ???????? ??? ??????????? ???????.
? ???????? ???? ???????? ??? ???? ???? ?????? ??? ?? ??????????? ??? ???????? ??? ???????? ????? ???????????? ???? ??? Twitter. ??????? ?????? ???? ??? ??????????? ??????? ?? ???? ?????? ?? ?????????? ??????????? ???? ??????? ????? ??? ????????? ???? ??????? ???? ??????? ??? ??????????? ???? ????????? ????????????.
? ???????? ??? ?????????? ??? ??? ??????? ?????? ????? ??? ??? 1-25 ?????. ???? ??? ???????? ???? ??????: 100 tweet ??? ??? ??, 448 ??? ?? ??????, 458 ??? ?? ?????? ??? 191 ??? ???? ????.
?????? ???????? ?? ????? ?? ???? RT ??? ?????????? ??????? ?????? ??? ???????????? ????????, ?? ????? ?? ?? ???????? tweets.
??? ?????????, ?? RT ??? ?.????????? ????????? ??? 69%, ??? ????? ?????? (??? ??? ???? ??? ????????????) ??? 43% ??? ??? ??. ????????? ??? 38%. ?? ??????????? ??????? ??????????? ??? ??? ?????? ?????? RT ??? ?.???????? , ?????? ???? ???????? ???????? ???? ?????? ??? ???????? ???? ?????????? ???? ?? mentions (??? ?????????? ??? ?????? ?????????? 101 ????? ?? “???????? ??? ??????????? ???????” ??? ?? @PanosKammenos ??????????? 141 ????? ???? ??? ???????????? ?? ??? 68% ??? tweets ??? ?????????).
?? RT ????? ??????????? ????? ?????????? ??? ????????. ??? ?????????, ??????????? ??? ???? ?????? ??? ?? ??? ??????? ?????? RT ????? ??????????? ???? ??? ???? ??? ??????? ???? ??? ?? ???? ?????? ????? ??? RT ??? ?????? ???????? ??? ??????????? @anexartitoi (?????? ??? ????? ???? ??? ???????????). ?? ??????????? RT ??? ????? ?????????? ????? ?? ?????? ????? ??? Feed ??? ????????? ????? tweet ????? ???????????? ??????????? ???? ??????? ???????? (ALyberaki, IannisKonst,TheodorosTsikas ?.?) ??? ??? ??????? ???????? ??? ???????? (ToPotami_Attiki,ToPotami_Crete,PotamiB_Athinon ?.?.)
?? ??????????????? ???? ????? ???? ????? ? ???????? ??? mentions ??? ?????? ??? tweet ??? ???????? ?? ????????? ???? ?????? ??? ??? ??????????? ??? ??? ???????????/????????? ???????.
?? wordclouds ??? ???????? ??? ???????? ?????? ???????? ??? ??????:
???? ??? ?????????? , ?? ???? ????? ??? ????????? ????? ???? ??? ??????? ?. ?????????. ??? ?.???????? ??? ????? ? ?????????? ????? ??? ??? ?. ????????????.
??? ?????????? ??? ?????? ?????????? ??????????? ???????. ????? ??? ??? ????? ?????? ???????? ?? ??????? ??? ??????????? ??????? ????????? ????????????? ???? ??? ?????????? ??? ??????? ???????????, ??? ??????? ?????????, ??? ??????? ?????????, ??? ???????????? ???????, ??? ?????? ?????????, ??? ????? ????????, ??? ?????? ???????, ??? ??????? ?????????, ??? ??????? ???????, ??? Yonous Muhamadi, ??? ?????????? ?????????, ??? ?????? ??????????? ,??? ?????? ??????? ,??? ?????? ??????? ??? ??? ?????? ?????. ???? ??? ???? ?? ??????? ??????????? ??????? ??? ?????????? ??? ?.??????.
??? “word cloud” ??? ??????????? ??? ???????? ??????????? ???? ??????????? ??????? ??? ??? ????? ?????? ??? ????????????. ? ??????? ?????????? , ? ??????? ??? ???????? ????? ????? ??? ????????? ?? ?????? ???? ??????????? ????????? ???????? ?????? ????? ???????????. ?????? ??????????? ??????? ???????????? ??? ??????? ???????? ??? ???????? ???? : potami_thesniki, ToPotami_Crete, ToPotami_Attiki, PotamiB_Athinon, ToPotami_. ??? ???? ?????????? ????????????? ???????????? ?? ??????? ??? ??????????? ??? : ?????? ???????????, ????????? ????????????, ?????? ?????????????, ???????? ????????????, ?????????? ???????, ?????????? ???????, ???????? ????? ??? ???????? ????????.?????? ??????????? ??????? ?????????? ???? ??? ??????? ??????? ??? ??? ????????? ?????????.
??? ???, ???????? ???? ??? ???? ??????? ??? ??? ????? ????????. ?????? ???? ?????? ??????? ??? ?????????? ??? tweets ??? ??????????? ???????.
???????? ?????? ??????????? ??? ?? ??????? ??????? ?????????? ?? ??????? ??? 4 ????????? ??????? ??? ????????? ?????. ???????? ?? ???? ???????? ?? ?????? ??? ???????? ??? ????? mention ??? ?? ??????? ????? ???????????? ????? ??? ???? ??? ????????? ??? ???????.
????? ??? ?? ??????????? ?? ???????, ? ???????? ??? “?????????????” ??? ???? ??? ???????? ??o Twitter ????? ???????? ????? ??? ???? ??? ?? ?????? ??? ?? ????? ??????? ??? ?? ?????? ?????? ??????????? ??? ???? ?????????? ????????????? .
?? Twitter ???? ???? ??? ????????????? ?????????? ??? ????????? ???? ??????????, ?????? ?? ??? ??????????? ??? ?????????? ???????????? ???? ???????? ??? ?????. ?????? ???? ?? ?????? ?? ????????????? ?? ???????, ??? ??? ???? ???? ??? ??????????? ? ???? “?????????????” ?????????? ?? 50 Tweets ???? ???????? ?????????, ??? ?????? ??? ?? RT ??? ????????? ??????? ???????? ?????????? ?? 50% ??? ????????? ????????????? ????? ???????????? ??? ????????.
?????? ????? ??? ??? ????? ??? ???????? ? ??? ????? ??? ??????? ????;
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Link notebook:http://helios.media.uoa.gr:8890/notebooks/TsalikiEleftheria/PROJECT/KOMMATATWITTER.ipynb
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