???? 25 ????? ???? ???? ??? ?????????? ??? ??? ??? ????? ??????????? ??????????? ???? ???? ??? ????????? ?? ???? ???? ????????????? ?????.
To ?????????? ??? 911 ??? ????? ??? ???? ???????? ?? ?????? ???????????? ??? ??????? ????????? ??? ??? ??????? ?????? ? ????????? ??????? ?? ??? ??????? ????????? (?????????? ???? 14/6/2020) ??? ???? ??? ?? ??? ??? ???????????? ???? ????? ?? ?????????? ??? ????? ?????????? ??? ??????? ?? ??????? ??? ??????.
??? ???? ??????? ??????? ?? Twitter ??? ???????? ??? ????? Donald Trump ???? ?????, ?? ??? ???? ?? ??????? ??? ??? ??? ?? ?????? ??? ?????? ???? ????? ??? ?? ?????????? ?? «????????». ?? ???????? ??? ????? ????????????? ??? ??? ??????? ?????? ??? ????????? ?? ??? ?????? “minneapolis”, “national guard”, “transit”, “night”, “job” ?? ??????????.
??????????? ???? ????? ???? ??????? ?????????????? ?? ??? ?????? (20) ????? ???????? ?????? (??????????) ??? ????????????? ? Trump ?? ???????? ??? ??? ????????? Floyd ????? ??? ??? ????????? ????. ?? ????? ????? (5) ?????????? ?? ???????? ????? ?????: “ president realdonaldtrump” ?? ????????? ????????? 36 ?????, “total endorsement” ?? ????????? 31 ?????, “rt whitehoouse” ?? ????????? ????????? 30 ?????, “rt realdonaldtrump” ?? ????????? 27 ?????, “complete total” ?? ????????? ????????? 27 ?????.
?????? ???????????? ???????? ??????? ?? ??? ????? ??????????? ???? ?? ????? ??????? ???? ??????? ?????????? ?? ??? ?????????? ?????????? ????????? ??????????. ?? ???? ???????? ??? ????????? ??????????????? ? ??????? ?????????? ??? ????????? ??? ????? ???????? ?? ??????? ???????? ??????? ?? ?? ???? ???? ????????? ??? ??????? ?? ????????????? ?????????? ??? ????????? ???????? ??????????? ???? ?? ????? ???????.
?? ??????? ??? ????????? ?????????? ?? ?????? (20) ??? ????? ????????? ??? ????? ?????????? ? ????????? ??? ?????????? ????????????? ??????????? ???? ??? ?? 1970 ??? ?? 2020.
???????????? ????? ?? ??????? ??? ???? ????? ?????? ?????? ??? ?????? (20) ??? ?????? ??????????, ?????????? ?? ?????? ????? ?? ?????? 4.903, ?? ???????? ?? ?????? 3.166, ? ????????? ?? ?????? 2.308, ? ?????????????? ??? ?? ?????? 1.880 ??? ?? ?????? ????? ?? ?????? 1.263.
???????? ?????????? ?? ???? ??? ???? ??? ????? ?????????????? ??? ???? ???????????? ??? ??????????.
??? ?? ???????? ??????? ????????? ??? ?? ????? (5) ??? ????? ???? ???? ??? ???????????????? ????? ????? ??’ ??? ? ??? ?? ??? ????? ??? ?????? ??? ??????? ?? ????????? ????????? 20.684, ?????????? ?? ?????? ??? ????????? ????????(????????? ?? ????? ??? ?? ????? ????????) ?? ?????? 4.168, ???? ????? ???? ????? ? ????? ??? ???????? ?????????????? Taser ?? ????????? 2.696, ???? ??????? ???? ????? ? ??????? ????? ?? ????????? 439 ??? ???? ????????? ???? ????? ? ????? ??????????? ????? ?? ????????? 330. ???? ????? ?? ???? ??? ??????? ?? ?????? ????? ???????? 24.903 ?? ??????? ??? ?????? ??? 86% ???????, ?? ???????? ????? 3683 ?? ??????? 13% ??????? ??? ???????? ????? 228 ????? ?? ??????? 1% ??? ????? ?????? ??? ??? ??? ???? ????? ????????? ??? ????? ????.
Race of victims
??? ???????????? ? ??? ?? ????? ??? ????????? ?????????? ??? ??????? ?? ???????? ??????? ??????? ?? ?? ????? ?? ?????????? ??????? ??? ?? ????? ?????? ???? ????? ????????. ??? ???????????? ?? 63,3% ??? ?????? ??? ????? ?????? ??? ????? «??????» ??? ????? ?? 1/3 ??????, ?????? 24,9% ????? ??????. ?????? ???? ???????? ??? ??? ??????? ??? ????????? ? ????? ???? ??????? ??? ?????? ??? ???????? ????????? ??? ???? ???? ????????? ???????? ??? ??????? ???? ??? ?????? ???????? ?????? ???? ???????????? ?? ???? ???? ?????? ????? ??? ?????????? ??????????. ??? ?? 2020 ????? ??????? ????????? ?????? ?????? ?? ????? ?? ??? ???????????? ??????? ??????? ???? ??? ??? ?????? ????? ?? ???????? ?? ?????? ???????????? ???? ??? ?????????? ??? ???????.
????? ???? ??????? ??????? 1970-2020
???? ????? ??? ????????? ???????????? ?? ??? ??????? ??? ????????? ?????????? ???????????? ?????? kepler ? ??????? ??? ??????? ???? ????????? ??? ?? 1970 ??? ?? 2020 ?? ????? ?? ??? ?????? ????. ?? ??? ????? ?????????????? ?? ????? ?????? ?????? ??????? ??? ?? ?????? ??????? ?? ????? ??????????? ???????.
?????? 1
??? ??????? ??????????????, ??????????? ?? ??? ??????? ??? web scraper plugin 1211 ?????? ?????? ??? ????? ??????? ??????????????? ??????????? ?? cnn, ?? reuters ??? ?? bbc ??? ??????? ???? ?????? ??? George Floyd.
??? ????????? ??? ?????????? ?????????????? ??? ???????? ???? ?????????? ?????? ?? ??????(20) ??? ????? ???????? ??????(digrams) ??? ????? ??????? ?? ??? ??????? ??? count vectorizer ????? ?????? ??? ? ?????????? ??? ?????? ??? ??????.
?? ????? (5) ?????? ?????? ??? ??????? ?????? ??????????? ?? ???????? ????? ???? “George Floyd”, “Floyd death”, Floyd protests”, “lives matter”, “black lives”. ????????, ?? ??? ??????? ??? ??????? ???????? ????????????? Vader ???????? ? ?????????? ??? ?????? ??? ????????????? ?? ??????? ??? ??????????? ??? ????? ???????? ?????? ??? ?? ???????????? ?????? ????? ????????? ?????.
? ?????????? ??? ???? ??? ???????????? ??? ?????????? ?????? ???? ????????? ????? ??? ?? ??????? 2015-2020 ????? ????? ??? ??? ???? ???????? 5.336 ???????? ???? ??????? ??? ??????????? ?? ???? ??? ??????? ??? ?? 2019 ?? 38 ??? ??? ?? ??? ???????? ??? ????????? ?? ????????? ???? 30? ???? ?? 61 ??????.
??????????? ?? ??? ?????????? ??????????? ??? ???????? ??? ???????? ??????? ??? ????? ????? ??? ??? ???? ??? ???????????? ??? ?? ??????? ???????? 2013-2019, ??????????? ? ???????? ?????? ?? ??? ??????? ??? datawrapper. ? ???????? ?????? ??? ????????? ????? ?? ??? ?? ?????????? ????????? ??? ??? ?????????? ??? ?? ?????????? ??????? ???????? ??????? ?? ????? ?? ?? ?????? ??? ??????? ??????? ??? ?????????? ??? ?? ?? ??????? ??? ????????? ??? ???????? ??? ???? ???? ????????????? ?????????.
?????? 2
?????? ??????? ???: ?????-????? ???????
????? ?????????:
https://killedbypolice.net/kbp2020/ (police shootings 2015-2020)
http://opendata.minneapolismn.gov/ (?????????? ???? 12/6/2020)
https://mappingpoliceviolence.org (?????????? ???? 6/6/2020)
??? ??? ??????? ??? ?????????? ??????????????? ? ?????? ??????????????? python.
?? scraping ??? ???? ??????? ??? ?????? ????? ?? ??? ??????? ??? Chrome web scraper plugin, ??? Octoparse ??? ??? Table capture plugin.
?? ?????? ???????????? ?? ??? ??????? ??? kepler ??? datawrapper.
? ???????????? ????? ?? ??? ??????? ??? Microsoft Office Power Point.
?????????? ?????? ??? www.pixabay.com, @RJA1988 .
