??? ?????????? ??????, ??? ?? ?????????? ????? ?????????? ?? ??????? ???? ???? ???????????? ????, ?? ?.?.?. ?????????? ??? ????????? ??? ????????? ?? ???? ??????? ?? ????????? ???? ???????? ??? ?’ ?????????? ???????. ?? ???? ???????? ?????????? ??? ????????? ???????? ??? ?? ?????? ??? ??????? ??????? ??? ??????? ???? ????????? ??? ?????? ??? ???? ?????????.
??? ??? ?? ???????? ????????? ?????????? ???????????? ?? ??? ?????????? ?????? ??? ?????????? ??? ??? ??????, ?? ???????? ??? Trump ???? ??? ?? ????????? ???????? ??? ??????????? ???? ????? ?????????? ???????? ??? ??????????? ?? ???? ??? ?????????.
??? ?? ????? ???? ?? ??????? ??? ????????? ???? ???????? ?????????, ??? ??????????? ??? ? ???????? ??? ???????? ??????? ????? ??????? ???? ??? ????? ??? ? ???????????? ????? ????????????? ?? ???? ??? ?????????.
?? ?????? ??? ?????? ???????? ??? Covid-19 ???? ???????? ????????? ????????? ?? 104.721 ??? ?? ????????????? ????????? ?? 1.811.633 ????? ??? ????? ???????. ?? ?.?.?. ???????? ??? ????? ? ???? ??? ??????? ?? ??? ???? ?????? ??? ??? ????????.
????????? ???? ???????? ????????? ???????????? ??? ????? ????????? ?? ????????????? ????????? ???? ??? ?? ??????? ???? ?????? ?????? ????? ?? ??? ?????????? ????????. ?????? ?????? ?? ????????? ??? ?? ??? ????? ?? ??? ??????????? ???????? ???? ????? ?? ??? ???????? ??? ?? ???? ???? ??? ? ??? ????? ??? ?? ???????? ??????? ??? ???? ????? ?? ????? ?? ??? ?????????? ?????? ?????????? (??????? 1).
???? ??????? ????????? ???????? ??? ????????? ??? ??????? ?????? ??? ?????????????? ?????????? ??? ??????? ?? ????? ?? ??? ???????? ???? ??????????? ??? ?? ????????? ????? ???? ?? ???????? ?? ??? ???????? (??????? 2).
???? ????????, ?????????? ???????? ?? ?????????? ??? ???????????? ?? ????????? ??? ?????? ??? ?????????. ???? ???????? ??? ??????????? ???? ????????? ??? ???????? ??? ?????? ?????? ?? ?? ??????????? ????????????? ????????? ???? ?? ????????? ??? ???? ?????? , ??? New Jersey ??? ??? ??????? ?? ?????????? ??? ????????? ??? ?????????.
?? ??????? ??????? ???????? ???? ??? ????? ??? ???? ???? ?????? ??????????? ?? ?? ??????????? ?????????. ?? ??????????? Erie, Dutchess ??? Albany ?????????? ???? ????? ??????.
????? ??????? ??? ??? ???? ? ????? ??? ????????? ????? ?? ??? ??????? ??? ???????? ??? ?.?.?. ????? ???? ???????? ?? ???????????? ??????. ? ???????? ??? ??? Twitter ???? ?????????? ?? ???????? ??? ???????? ??? ?????????? ??? Tweets ??? ?? ?????????? ?? ?????????????? ?????? ??? ????????? ??? ??????? ??? ??????????? ??? ??????? ? Donald Trump ????? ??????? ?? ????? ?????????.
??? ???? ?? ????? ??? ????????? ??? ???????????? ??? ???? ??????????? ????? ???? ??? ???????? ??????? ???????? ??? ? ????? ???? ? ???????? ????????? ??? «???» ???, ? D. Trump ????? ??? ???????????? ??????????. ??? ???? ??????? ???? ??? ??????????? ???????? ??? ?? ??????? ??? ??? ???? ?????? ????? ? ??????? ???????????? ????? ??? ???? ??? ????.
??????? 6. ??????? Tweets ??? ??????? ???????
?? ???????? ??? ?????????????? ???????? ??? ?????????????? ??????? ??? ?????????? ??? ?????? ???? ?? tweets ??? ???????? Trump. ???? ????? ???????????? ???????? ??? ?????????? ????????? ??? ?????????????, ??? ???? ??????? ???????????? ???????????? ? ????????? ??? ????????????? ??? ???????? ??? ??? ????. ??? ?????? ?????? ??? ?????????????? ???????????? ??? ? ????? ??? Trump ???? ??? ?????? ??????? ??? ???? ??????? ???? ? ???????? ??? ??????????? ??? ??? ???? ????? ???????? ???? ?.?.?.. ? ?????????? ????? ??? ????????????? ??? tweets ??? ???????? ??? ?????? ??? ???? ??? ? COVID-19 ??????? ?? ??????? ??? ????????.
????? ??????? ??? ? ??????????? ???? ?????????? ?????? ?????? ??????????? ???? ??? ??? ????? ??? Twitter, ????????? ?????? ????? ??? ??? ??? ???? ??? ???????? ??? Twitter. ??? ??? ?????? ????????? ??? ?? ?????? ??? ?? ????? ????????, ??????????? ??? ???? ?????? ???????? ????????????.
??????? 8. ??????? ????????????? Tweet ??? ???????? ??? ??? ????
???????????? ??? ??????? ??? ??? ????????? ???? ???????? ????????? ??? ?? ?????????? ?? ??? ????????????? ??? ???????? ??? ???????????? ?????. ?? ??? ?????? ??? «scraping» ????? ? ??????? ???? ??? ?????? ??? ??? ??????????? ?????????? Reuters ??? ??????? ??? Covid-19. ????????????? ??? ??????? ?????? ???????? ??? ?????? ??? ????? ?????????????? ??? ????? ??? ?????. ???????? ???????? ??? ??? ??? ??? ??? ?????? ?????? ??? ??????? ?????? ????? ? ???? ????? ??????? ??? ???????? ????? ??? ???????? ????? ???????.
??? ???????????? ???? ????????????? ??? ????????? ?? ??? ???? ??? ?????? ?????? ??? ?????? ??? ?????? ?????? ?? ??????????? ??? ????? ??? ?????? ??? ??????????? ?? ??? ????????, ?? ?????? ??? ????? ????? ????? ?????? ??? ??????????? ??? ??? ????? ??? ?????????? ???? ????? ?? ?????? ??? ?? ???????. ????? ??????? ?????? ????? ??? ???? ? ????????? ?? ??? ?????????? ?? ??? ??? ??????????? ????????? ???? ???????????? ????????????? ??????????? ??????????.
??? ???? ??? ???? ????????? ??? ?????????? ?? ????? ?????? ????, ??????????????? ????????? ??? ??? ????????? ??? ????????, ????????????? ??? ??????? ?? ?? ????? ??? ???????? ??? ????. ??????????? ?? ?????? ????? ??? ??? ????:
- u.s. weekly jobless claims remain high, second wave of layoffs blamed
- european shares lose ground on concerns of second coronavirus wave
?????????????? ?????? ??? ???? ??? ????? «second» ????? ????? ???????. ?? ??? ?? ??? ???? ????? ??????????? ?? ??????????? ?????? ??? ????? ???? ????? ??????????? ?? ???? ??? ???o?????.
??????????, ??? ??? ?? 24??? ????????? ???????? ??? ????? «?????» ????????? ? ???????? ??? ??? ???? ???????? ?????????. ?????? ??? ? ???? ????????? ?? ??????? ???? ? ???????? ????? ??????????? ??? ????? ???????? ??? ??????? ?? ?????????? ? ??????????? ????? ???? ??? ???????? ??????????? ????? ?? ?????? ????????? ??????????? ????? ?????????? ??? ?????????? ??????. ?? ??????? ????????? ?? ??????????? ??? ???? ??? ??????, ??? ?? ??????????? ??? ???? ????????? ?? ?????????????. ????? ?? ???????? ? ???????? ?? ?????????? ??? ??? ?????????? ?? ???????;
???: ???? ???????????? ??????????
*Dataset: https://www.kaggle.com/ady123/us-counties-covid19-dataset
*???????? ???????? ??? Reuters (https://www.reuters.com/search/news?blob=covid+news&sortBy=date&dateRange=all),
*Twitter ??? Donald Trump
??????????: https://www.canva.com/
*???????:
https://colab.research.google.com/drive/1rtU9e0LdFWA2ifq03LzDXyyH3xIoz8W-?usp=sharing
https://colab.research.google.com/drive/1A45AHL1f7g3UYciQZrABZ8CIdI0o-DCS?usp=sharing
https://colab.research.google.com/drive/1U5PTdd9tIiilDnghyrKvFohFF0iJkD1B?usp=sharing
