Скачать или смотреть NBA Data Analysis in R: Nets performance in games missed by stars - screencast #2

Screencast #2 is data analysis of NBA data using R Markdown notebooks in RStudio.
Kyrie Irving is injured in game 4 of the second round of the NBA playoffs. I ask, and look to answer, how the Nets fared when one or more of their three stars (Kyrie Irving, James Harden and Kevin Durant) missed a game.

Code: https://gist.github.com/bhoung/769ea0...

#rmarkdown #R #RStudio #screencast

0:00 background & context
9:21 outline notes

10:40 start coding
Akira the Don/Gary Vaynerchuk - Offense Defense
Git commit code
16:43 Akira the Don/Joe Rogan - Be the hero

22:45 commentary - describe data
24:20 Akira the Don/Joe Rogan - Do Something!
28:45 Akira the Don/Joe Rogan - Someone I would be afraid of
35:35 Akira the Don/Joe Rogan - fight all the time

41:15 Akira the Don/Joe Rogan - Get that Good Feeling
Parsing date from string

46:50 Akira the Don/Joe Rogan - Monkeys in Space
Plot margin and date

48:46 commentary: games data in right format

49:57 Akira the Don/ Joe Rogan - Happy as f**k
Plot margin by home away status

54:50 combine star player data

56:40 Akira the Don/ Joe Rogan - I don't want to hear that

1:01:09 Akira the Don/ Joe Rogan - Do S**t that's Difficult
Create number of stars variable

1:04:00 plot of margin by number of stars playing

1:05:40 Akira the Don/ Joe Rogan - Discipline Gets Things Done
1:06:20 margin by number of stars table

1:09:40 Akira the Don/ Joe Rogan - Fear Factor
performance by star combo, table

1:14:18 plot by star combo
1:15:30 final commentary, summary