###Are consumers of Monster Energy or the consumers of Red Bull more Positive about there brand of choice?
As you can see the people talking to red bull are not very happy. Monster Energy has only one negative word ‘damn’, where as Red Bull has over half of their commonly used words being negative.
###Are consumers of Monster Energy or the consumers of Red Bull more energetic about there brand of choice?
It seems that that Red Bull has a bit of anticiapation and trust associated with the brand, this is exciting for the brand. It may have something to do with them releasing some new flavorings. Monster Energy in comparison has much more trust and overall much more positive emotions in relation to it. It seems as though Monster Energy has much better reception with its consumers at the current time.
###Are consumers of Monster Energy or the consumers of Red Bull more negative at different times of the day?
## `summarise()` has grouped output by 'hour'. You can override using the
## `.groups` argument.
## # A tibble: 20 × 3
## # Groups: hour [10]
## hour sentiment n
## <dbl> <chr> <int>
## 1 13 negative 1
## 2 13 positive 1
## 3 14 negative 3
## 4 14 positive 2
## 5 15 negative 5
## 6 15 positive 3
## 7 16 negative 11
## 8 16 positive 4
## 9 17 negative 5
## 10 17 positive 9
## 11 18 negative 3
## 12 18 positive 5
## 13 19 negative 11
## 14 19 positive 12
## 15 20 negative 10
## 16 20 positive 11
## 17 21 negative 7
## 18 21 positive 7
## 19 22 negative 4
## 20 22 positive 4
## `summarise()` has grouped output by 'hour'. You can override using the
## `.groups` argument.
## # A tibble: 15 × 3
## # Groups: hour [8]
## hour sentiment n
## <dbl> <chr> <int>
## 1 0 negative 1
## 2 0 positive 2
## 3 1 positive 19
## 4 2 negative 6
## 5 2 positive 23
## 6 3 negative 3
## 7 3 positive 14
## 8 4 negative 1
## 9 4 positive 16
## 10 10 negative 1
## 11 10 positive 1
## 12 21 negative 13
## 13 21 positive 15
## 14 22 negative 13
## 15 22 positive 34
It seems that there is not much traffic untill afternoon for Red Bull where as Monster has mostly late night (after 8 PM) consumers tweeting at them. It seems though for both brands as the night gets later the more negative the consumers are. Makes sense, everyone gets grouchy when they are sleeping the propper amount, and if you are dring a energy drink that late, then I assume you wont be sleeping for a while :).