?? YouTube ???? ????? ????? ?? ????????? ?? ??? ?????????? ?????????, ??? ???? ???? ??? ?? ???? ???? ???? ???. ???????, ????? ?????? ? ?????? ??? ??????, ??? ?????? ????????????? Youtubers, ????????? ?? ???? ?? ??? ?????? ???? ??? ?? YouTube.
??????, ?? ????? ???? ??? ????? ??? ?????? ??? YouTube ??????????; ?? ????????; ?? likes; ????? ???? ?????????? ?????? ?????????, ??? ???? ?????? ????????? ????: ?? trending.
? ?????? trending ??o YouTube ??????????? ?????????? ?? ?????????? ??????, ???????? ???? ??? ????? ????? ??????????? ???. ?????? ????, ??? ???????? ?????????. ?? ?????????? ??? ?? ????? ??? trending. ???? ?? ?????????? ????????.
Trending Analytics
?????????? ??????????? ??? 40.000 ????? ??? ?? ?????? ??? ?????? trending ???? ??????? ??? ?????? 2017-2018 , ???????????? ??? ? ???? ???? ??? ??? ?????? ???????? ??? trending video ????? 681,861.
??? ??? ??? ???? ???? ??? likes, ???? ????? 74,266, ??? ??? ?? dislikes ? ???? ?????????? ??? 3,711.
Views
????????? ??? ??? ?????????? ????? ???? ????????, ?????? ??? ? ??????????? ?????????? ??? ?????? ??? ????????? ??? 1 ??????????? ????????.
??? ????????????, ?? 60% ??? ?????? ????? 1 ??????????? ? ????????? ????????. ?? ??????? ???? ????????? ??? 70% ??? ???????????? ??? 1.5 ??????????? ????????, ??? ???? ?? 9% ???????????? 5 ??????????? ? ???????????? ????????.
Likes
?????????? ???? ?? likes, ??????????? ??? ?? ??????????? ?????? ??? ????????? ??? 100.000 likes.
??????? ????? ??? ??? ???????? ??????, ???????? ??? ??????? ??? ?????? ??? ????? ????? 100.000 likes.
???? ???????? ??? ?????? ??? ?? ??????????? ??????, ??? ??? ???????????? ?? 68%, ????? ???????? ??? 40.000 likes. ????????, ???????? ??? ? ??????????? ?????????? ?? ?????? 84%, ???? ???????? ??? 100.000 likes.
???? ??????? ????? ?? ??????????? trending video
?? ?????????? ???????????? ??? ?? ??????? ?????????? ?????????? ??? ???????? ??????, ?? ???? ??? ???? trending video ?????. ??? ??????, ??? ????? ??????? ???????????? ?? ???? ???????:
- ESPN
- The Tonight Show Starring Jimmy Fallon
- VOX
- Netflix
- TheEllenShow
???? ???????? ?????????? ?? ??????????? ????????? ??? ????????, ??? ??? ????? 30 ?????? ????????? ???? 3 ??????????? ????????????:
- Tom Scott
- jacksfilms
- The Kinf of Random
???? ???????? ?? ??????????? ??? ?? ????????? ????? ?? ???? ???? ?????????? ??? trending ??? YouTube.
????????? ??????
????????????? ???? ??? ????????? ??????, ??? ?? ????? ???? ?????? ?????? ????? ??? ??????????? ??????? ???? ?????.
??? ??? ?? ??????????? ??? ???????????? ?? ????????, ????? ?? ????. ??????, ?? ?????? ??? ??????????? ??????????? ?????????? ??? ????????? ??????.
?? ??????? ?? ???? ???????;
M?? ????? ????????? ?????????w ??? ?????? ?? ?????????? ????? ?? ?????? ???????????????? ????? ??????? ??? ??????. ???, ?? ?????? official, video, ??? Trailer ??????????, ??????????????? ??? ????????? ??? ??????????? ??? ??? ????????.
????????, ?? 56% ??? ?????? ??? ?????????? ??? ???? ?????? ???????? ???? ???? ????? ??? (?? HOW)), ?? ???????? ?? ?? ???????? 44% ??? ????.
????????????, ??????????? ??? ? ???????? ?????? ?????? ??????? ?? ???????? ???????, ???? ?? ??????????? ?????? ????? ????? ?????? ?????? 30 ??? 60 ?????????? ???????.
???? ?? ????? ???? ????? ? ????? ?????? ??? ?????? ??? ?????? ??? ??? ??????? ??? ????????.
??????????? ?? ???????? ????????? ???????? ??? ??? ??????? ?????? ????????? ????? ?????? ??? ?????? ??? ?????? ??? ??? ??????? ??? ????????. ??????, ?? ?????? ?? ???????????? 100.000.000 ???????? ????? ????? ?????? ?????? 33 ??? 55 ??????????.
????????? ???????????? ?????????
A? ????? ??? ???????????? ?? ?????? ??? ????????? ?????? ???.
? ???????? ??????? ??????? ??? ?? ???????? ??? ?? likes ????????????? ???? ??????, ???? ??? ????????? ?? ???, ????????? ??? ?? ????. ??? ????? ?????????? ????? ??? ????? ??? ??????? ?????? ????????? ??? ?????? ??? ?????? ?? ??? ?????? ????????.
???? ??????????? ??? ?? ???????? ????????????.
??????? ?????? ??? ?????? ?????? ????????? ?????? ??? ??????? ??? likes ??? ??? ??????? ??? ???????, ??? ???? ??????? ??????????? ?????? ??? ??????? ??? likes ??? ??? ??????? ??? ???????.
???? ???? ?? ?????????? ??? ?? ???? ??? trending;
?????????? ?? ????????, ?????? ??? ? ??????? ??? ????????? ?????? ??? ????????????? ??? ??????? ??? ?? ??????? ????? ??????? ?????????? ??? ??? ?????? ??? ????????? ?????? ??? ????????????? ?? ????? ?????? ??? ?????????.
?? ??????? ???? ??? ???? ??????? ??? ?? ????? ????? ???? ?????????? ?? ??????????? trending.
Comments ??? likes: ??????? ? ???????;
?????????? ?? ??????, ???????? ??? ? ??????????? ?????????? ???? ?????????????? ???? ?? ??????, ??? ??? ?? likes. ????????????, ???? ?? 2% ??? ?????? ????? ???????????????? ?? likes, ??? ???? 169 ??? ????? ?????????? ??????????.
?????????????? ??????? ??? ??????
???????????????? ??? ?????????????? ??????? ????? ??????? ??? ?????? ??? ?????????? ??????????? ???, ???? ??????, ? ????? ???? ?????? ???? ?? ?????? ??????????. ???? ?? ????? ??? ??? ?? ???????? ???????????, ??????? ??? ?????????? ?????? ??????? ????? ??????? ??? ????????? ????? ??? ??????, ? ????? ???? ?????? ????????? ???? ??? ??????? ??? ??? ??? ?????????. ? ????? ???? ??? ???? ?????? ????? ?????? ??? ??? ????? ?????????, ????? ???????? ? ?????? ?????? ???? ??????? ?? ??????? ??????? ??? ???????. ??? ????? ??? 2 ??????? ??? ??????????, ? ?????? ??????? ????? ??????? ????????? ????????.
??? ??????? 
??? ?????? 
??? ???? 
??????
?? ??? ????????? ??? ?? ??? ???????? ??????
? ?????????????? ??????? ??? ?????? ??? ???????? ?? ??????????? ??? ??? ???? ??????? ????? ???????? ?? ??????????? ?????????, ???? ??? ?? ??????????? ????????? ??????. ???? ?? ?????, ?? ?????????? Choir! Choir! Choir! ????????? ?????? ?????????, ??? ????????? ??? ??? ?????????????? ????, ?? NBC. ??? ??? ???? ??????, ?? ?????????????? ???? BBC ??? ABC ??? ????????? ??? ?? ??? ????????? ??????, ???? ?????? ??? ?? Vanity Fair.
?????????? ?????
? ??????? ????? ??? ??? ???? ???? ?????????: https://www.kaggle.com/datasnaek/youtube-new?select=USvideos.csv
??????????????? ? ???????? ???????: https://colab.research.google.com/drive/13LsOYN70sNDH3SrkNCQIor-enjtsKr3e?usp=sharing
