Question 1

For each of the sentence fragments below use your natural language processing algorithm to predict the next word in the sentence.

The guy in front of me just bought a pound of bacon, a bouquet, and a case of

## [1] "The guy in front of me just bought a pound of bacon, a bouquet, and a case of pretzels"
## [1] 0.6
## [1] "The guy in front of me just bought a pound of bacon, a bouquet, and a case of cheese"
## [1] 13.6
## [1] "The guy in front of me just bought a pound of bacon, a bouquet, and a case of beer"
## [1] 26.8
## [1] "The guy in front of me just bought a pound of bacon, a bouquet, and a case of soda"
## [1] 2.6

Answer: beer

Question 2

You re the reason why I smile everyday. Can you follow me please? It would mean the

world

best

most

universe

## [1] "You re the reason why I smile everyday. Can you follow me please? It would mean the world"
## [1] 90.8
## [1] "You re the reason why I smile everyday. Can you follow me please? It would mean the best"
## [1] 102
## [1] "You re the reason why I smile everyday. Can you follow me please? It would mean the most"
## [1] 32
## [1] "You re the reason why I smile everyday. Can you follow me please? It would mean the  universe"
## [1] 4.3

Answer: world

Question 3

Hey sunshine, can you follow me and make me the

bluest

happiest

smelliest

saddest

## [1] "Hey sunshine, can you follow me and make me the bluest"
## [1] 0.1
## [1] "Hey sunshine, can you follow me and make me the happiest"
## [1] 0.6
## [1] "Hey sunshine, can you follow me and make me the smelliest"
## [1] 0
## [1] "Hey sunshine, can you follow me and make me the saddest"
## [1] 0.3

Answer: happiest

Question 4

Very early observations on the Bills game: Offense still struggling but the

players

defense

referees

crowd

## [1] "Very early observations on the Bills game: Offense still struggling but the players"
## [1] 28.1
## [1] "Very early observations on the Bills game: Offense still struggling but the defense"
## [1] 14.3
## [1] "Very early observations on the Bills game: Offense still struggling but the referees"
## [1] 0.3
## [1] "Very early observations on the Bills game: Offense still struggling but the crowd"
## [1] 13

Answer: defense

Question 5

Go on a romantic date at the

movies

mall

grocery

beach

## [1] "Go on a romantic date at the movies"
## [1] 9.5
## [1] "Go on a romantic date at the mall"
## [1] 4.8
## [1] "Go on a romantic date at the grocery"
## [1] 3.8
## [1] "Go on a romantic date at the beach"
## [1] 16.8

Answer: beach

Question 6

Well I’m pretty sure my granny has some old bagpipes in her garage I’ll dust them off and be on my

motorcycle

way

horse

phone

## [1] "Well I'm pretty sure my granny has some old bagpipes in her garage I'll dust them off and be on my motorcycle"
## [1] 2.6
## [1] "Well I'm pretty sure my granny has some old bagpipes in her garage I'll dust them off and be on my way"
## [1] 159.3
## [1] "Well I'm pretty sure my granny has some old bagpipes in her garage I'll dust them off and be on my horse"
## [1] 7
## [1] "Well I'm pretty sure my granny has some old bagpipes in her garage I'll dust them off and be on my phone"
## [1] 27.5

Answer: way

Question 7

Ohhhhh #PointBreak is on tomorrow. Love that film and haven’t seen it in quite some

time

thing

years

weeks

## [1] "Ohhhhh #PointBreak is on tomorrow. Love that film and haven't seen it in quite some time"
## [1] 309.6
## [1] "Ohhhhh #PointBreak is on tomorrow. Love that film and haven't seen it in quite some thing"
## [1] 75
## [1] "Ohhhhh #PointBreak is on tomorrow. Love that film and haven't seen it in quite some years"
## [1] 172.3
## [1] "Ohhhhh #PointBreak is on tomorrow. Love that film and haven't seen it in quite some weeks"
## [1] 44.9

Answer: time

Question 8

After the ice bucket challenge Louis will push his long wet hair out of his eyes with his little

ears

eyes

toes

fingers

## [1] "After the ice bucket challenge Louis will push his long wet hair out of his eyes with his little ears"
## [1] 3
## [1] "After the ice bucket challenge Louis will push his long wet hair out of his eyes with his little eyes"
## [1] 24.2
## [1] "After the ice bucket challenge Louis will push his long wet hair out of his eyes with his little toes"
## [1] 1.7
## [1] "After the ice bucket challenge Louis will push his long wet hair out of his eyes with his little fingers"
## [1] 5.3

Answer: fingers

Question 9

Be grateful for the good times and keep the faith during the

worse

bad

hard

sad

## [1] "Be grateful for the good times and keep the faith during the worse"
## [1] 12.5
## [1] "Be grateful for the good times and keep the faith during the bad"
## [1] 48.2
## [1] "Be grateful for the good times and keep the faith during the hard"
## [1] 53.8
## [1] "Be grateful for the good times and keep the faith during the sad"
## [1] 14.4

Answer:bad

Question 10

If this isn’t the cutest thing you’ve ever seen, then you must be

asleep

callous

insane

insensitive

## [1] "If this isn't the cutest thing you've ever seen, then you must be asleep"
## [1] 4
## [1] "If this isn't the cutest thing you've ever seen, then you must be callous"
## [1] 0.2
## [1] "If this isn't the cutest thing you've ever seen, then you must be insane"
## [1] 3.5
## [1] "If this isn't the cutest thing you've ever seen, then you must be insensitive"
## [1] 0.1

Answer: asleep