? ????????? ???????? ?? ????? ???? ????????? ??? ??? ???? ??? 2020 ??? ??? ??????. ??? ??? ???????? ???, ??? ?????? ???? ?? ????? ??????? ???? ??????, ?? ???????? ???? ????? ??? ?? twitter ????? ????? ?????. ???????, ? ?????? ?????????????? ??? ??? ??? ????? ?? ??? ??? ???????? ??????????? ???????? ???? ????????. ?????? ??? ?????????? ?? ??????, ??????????? gel ?? ???? ?????? ??? ???????? ??? ????????? ????????? ??? ?????? ??? top ??????????? ????????? ??? ???? ????????? ??? ??????????. ???????????, ??????, ??? ?? ???? ??? ????????? ???? ??????? ???? ???? ?? ??????????. ?? ?????????? ?? ????? ???? ??? ???????????? ???? ???? ???? ????????????;
?????????? ???? ??????? ??????, ??????? ?? ??? ????????, ??? ?????????????? site NewsIt ??? ???? ???????? ??? ??? ???????? ???????, ???????????? ??? ?? peak ??? ??????????????? ?????? ??? ??? ???????? ??????????? ??? ??????, ??? ??? ???? ???????? ??????? ??? ???????? ??????.
?????? ???????? ????????????? ??? ??? tweets ??? ???????? ??????, ?????? ???????. ??? ????????????, ?? ????? ??????? ????? ?? ?????????? ??? ???????????????? ??? ??? ??????? ?????? ??? ??????? 04/02-04/05, ?????? ????? ??? ???? ?? ???? ??? ??????????. ?? ???? ??????????? ??? ?? ??? ????????? bigram ????? ?? «??????? ?????», ??? ?????? ?????????????? ?? «?????? ???» ??? «??????? ??????????». ??? ??? ????, ???? ??? ???? ??? ?????????? ???? ??????, ??????? ?????? ??? ?????? ???? ?????????? ??? tweets ??? ????????. ?????, ??????? ????? ??? «???? ???????????» ??? ??? «??????? ?????????» ?? ??? ??????? ?????? ?? ?????? ??? ??????? ??? ???? ??? ???????????.
Bigrams ??? 04/02-04/05
??????????, ??? ??? ????? ??????? ????????? (04/02-04/05 & 05/05-01/07) ??????????? ??? ?? ?????? ??? ?????? ??? ??????????????? site NewsIt ?? ????? ?? ???????? ??? WordClouds, ????? ??? ??? ??????????? ?? ??? 15 ??? ?????? ??????. ?????? ???? ?? ???????????? ?? ???????? ??????? ???? ??? ?????????. ??? ?? ???????? ??? ??? WordClouds ??????? ?????? ??? ???? ????? ??????? ?????? ???? ??????????? ???????? ???? ????????????? ??????? ?? ??? ????????. ?? ?? ??????? ??? ?????? ????? ??????? ??? ???????????? ??? ??????? WordCloud, ???????? ????? ????????? ??????, ??? ????? ??????????? ??? ????????? ? ???? «???????».
???????? ?????????????? ?? 15 ??? ?????? ?????? ??? ??? ??? ?????????. ?????? ???????? ????????????? ???? ?????? ?????? ??? ????????????????. ???? ????? ??????? ?????????????? ?? ?????? «?????», «?????» ??? «??????????», ??? ???? ?? ??????? ??????? ???????????? ? ?????? ?????? ????? («?????», «??????», «???????», «????????», «??????») ???? ??? ? ???? «???????». ??? ?? ???????? ???????? ??? ?????? ??? ????? ??? ?????????? ??? ???? ?? ?????? ??? ?????????, ??? ??????? ?????????? ????? ??? ??? ????? ??? ????????? ??? ??? ????????.
??? ????????, ?????????? ?? ?????? ??? ?????? ??? ?????? ??? NewsIt, ???? ?? ?????? ? ?????????? ????, ???? ???????? ??? ??? ????????? ????????, ???? ?? ?????? ???????? ??? ????????? ???? ?????? ??? ??????, ???? ???? ? ????????? ????? ??? ????? ???????. ??????, ???????? ?? ??????????? ??? ? ????? ??? ???? ???????, ??? ?? ??????? ????? ????????????? ???? ?????????? ??? ???? ??? ?????.
??????, ????????? ??? ?? ????? ????? ????? ?? ???????? ??? ????? ???? ??????????? ? ???????? Apple. ?? ???????? ???? ??????? ??? ???????? ?????????? ??? ???????, ??????????? ? ?????????, ??? ??????? ???? ???? ??????? ??? ????????? ??? ??? ?? ?????? ??? ?????????. ??????, ?? ???????? ???? ??????? ?? ??? ?????? ??????? ????? ???????? ?? ??????????? ??? ???????????? ??? ??????? ?? ???? ??????????.
??????? ?? ??? ??????, ?????????? ????? ??? ?? ???????? ??????? ??? ???????? ??????? ? ??????????? ??? ???????????? ???? ??? ???????? ??? ??????????. ??? ????????????, ???????????? ??? ?? ???????????? ?? ???? ?????????? ??? ???? ????? ??????? ???? ???????, ??? ??? ???????? ??????? ????? ???? ??? ??????????. ???????? ?????? ??? ?? ?? ???? ??? ??????????, ???? 4 ?????, ? ?????? ?????? ?? ???????????? ??? ??? ???????????, ??????????????? ??????????? ?? ?????????? ??’??? ???? ??? ???????? ??? ?????????.
???????????? ?? ??????????? ??? ???????? ??????? ??? ???????? ??? ????????? ??? ??? ??????, ???? ??? ??? ??? ????? ?? ?? ?????????? ??????? ?????????? ????????? ??????????? ???????? ??? ???????, ??? ????? ???????????? ??? ? ????????? ??? ????? ?? ?? ??????????? ????????? ???????? ??? ???????????? ??? (?????????) ????? ??????? ?? ???? ???????, ???? ??? ?????? ?????????? ?????. ???? ?????? ???? ?? ???????? ??? ???? ??? ???? ??????? ?????????? ??? ?? ????????????? ????? ????????? ??????????? ????????? ???? ? ?????????? ??? ??????? ????.
?????, ????????? ??? ?????? ??? ??????? ??????????? ???? ?????????? ?????? ??? ??? ???????????? ??? ??????? ???? 26 ???????, ???? ???? ??? ???? ??? ???????? ?????? ???? ???????????? ????? ???? ?? ??????????? ?? ??????? ?????? ??? ?????????????. ???? ??? ?? ????? ???????? ? ???????????? ??? ???????????? ?????? ?? ???? ?????????? ??? ???????? ???????. ???? ?? ????? ??? ????? ????? ???? ? ??????, ??? ??? ? ???????, ? ????? ????? ??? ???? ?? ????????????? ?????. ??????, ????????? ????? ??? ????????? ????????, ???? ??? ??? ?????? ????? ????? ??? ?????? ??? ????? ?????????? ?????? ???? ?????????????? ?? ??? ?????????? ??? ??????? ?? ????????? ????? ?? ?????? ???????.
?? ????????? ??? ????????????????? ??? ?? ???????? ?? ???????? ????????? ???????????? ??? ???????? link:
- Workbench: https://app.workbenchdata.com/workflows/65938/
- Python:https://colab.research.google.com/drive/1IIhHQOKktQpXcsi_hcliJZBrA1jKFWfE#scrollTo=r6UBhT5aPpFn
??????, ?? ???????? ?????????? ???: https://www.apple.com/covid19/mobility
???????? ?????????
