Preparation

Read data, create corpus using a sampling size and save unigrams, bigrams, trigrams and quagrams

Question 1

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

When you breathe, I want to be the air for you. I’ll be there for you, I’d live and I’d

give

eat

die

sleep

## [1] "When you breathe, I want to be the air for you. I'll be there for you, I'd live and I'd  give"
## [1] 70.2
## [1] "When you breathe, I want to be the air for you. I'll be there for you, I'd live and I'd  eat"
## [1] 24.2
## [1] "When you breathe, I want to be the air for you. I'll be there for you, I'd live and I'd  die"
## [1] 14.5
## [1] "When you breathe, I want to be the air for you. I'll be there for you, I'd live and I'd  sleep"
## [1] 21.4

Answer: die

Question 2

Guy at my table’s wife got up to go to the bathroom and I asked about dessert and he started telling me about his

marital

spiritual

horticultural

financial

## [1] "Guy at my table's wife got up to go to the bathroom and I asked about dessert and he started telling me about his  marital"
## [1] 1.1
## [1] "Guy at my table's wife got up to go to the bathroom and I asked about dessert and he started telling me about his  spiritual"
## [1] 5.8
## [1] "Guy at my table's wife got up to go to the bathroom and I asked about dessert and he started telling me about his  horticultural"
## [1] 0.1
## [1] "Guy at my table's wife got up to go to the bathroom and I asked about dessert and he started telling me about his  financial"
## [1] 17.6

Answer marital

Question 3

I’d give anything to see arctic monkeys this

month

decade

weekend

morning

## [1] "I'd give anything to see arctic monkeys this  month"
## [1] 45.8
## [1] "I'd give anything to see arctic monkeys this  decade"
## [1] 8
## [1] "I'd give anything to see arctic monkeys this  weekend"
## [1] 38.2
## [1] "I'd give anything to see arctic monkeys this  morning"
## [1] 50.3

Answer: weekend

Question 4

Talking to your mom has the same effect as a hug and helps reduce your

stress

sleepiness

hunger

happiness

## [1] "Talking to your mom has the same effect as a hug and helps reduce your  stress"
## [1] 7.3
## [1] "Talking to your mom has the same effect as a hug and helps reduce your  sleepiness"
## [1] 0
## [1] "Talking to your mom has the same effect as a hug and helps reduce your  hunger"
## [1] 4.2
## [1] "Talking to your mom has the same effect as a hug and helps reduce your  happiness"
## [1] 4.9

Answer stress

Question 5

When you were in Holland you were like 1 inch away from me but you hadn’t time to take a

walk

look

minute

picture

## [1] "Talking to your mom has the same effect as a hug and helps reduce your  walk"
## [1] 24.1
## [1] "Talking to your mom has the same effect as a hug and helps reduce your  look"
## [1] 84.8
## [1] "Talking to your mom has the same effect as a hug and helps reduce your  minute"
## [1] 15.2
## [1] "Talking to your mom has the same effect as a hug and helps reduce your  picture"
## [1] 22

Answer: picture

Question 6

I’d just like all of these questions answered, a presentation of evidence, and a jury to settle the

incident

case

matter

account

## [1] "I'd just like all of these questions answered, a presentation of evidence, and a jury to settle the incident  "
## [1] 7.8
## [1] "I'd just like all of these questions answered, a presentation of evidence, and a jury to settle the case  "
## [1] 45.6
## [1] "I'd just like all of these questions answered, a presentation of evidence, and a jury to settle the matter  "
## [1] 32.7
## [1] "I'd just like all of these questions answered, a presentation of evidence, and a jury to settle the account  "
## [1] 12.7

Answer: matter

Question 7

I can’t deal with unsymetrical things. I can’t even hold an uneven number of bags of groceries in each

finger

arm

toe

hand

## [1] "I can't deal with unsymetrical things. I can't even hold an uneven number of bags of groceries in each finger  "
## [1] 4.7
## [1] "I can't deal with unsymetrical things. I can't even hold an uneven number of bags of groceries in each arm  "
## [1] 6
## [1] "I can't deal with unsymetrical things. I can't even hold an uneven number of bags of groceries in each toe  "
## [1] 1.9
## [1] "I can't deal with unsymetrical things. I can't even hold an uneven number of bags of groceries in each hand  "
## [1] 37.4

Answer: hand

Question 8

Every inch of you is perfect from the bottom to the

middle

side

center

top

## [1] "Every inch of you is perfect from the bottom to the middle  "
## [1] 21.9
## [1] "Every inch of you is perfect from the bottom to the side  "
## [1] 40.2
## [1] "Every inch of you is perfect from the bottom to the center  "
## [1] 45.3
## [1] "Every inch of you is perfect from the bottom to the top  "
## [1] 53.7

Answer: top

Question 9

I’m thankful my childhood was filled with imagination and bruises from playing

outside

daily

inside

weekly

## [1] "I’m thankful my childhood was filled with imagination and bruises from playing outside  "
## [1] 33.1
## [1] "I’m thankful my childhood was filled with imagination and bruises from playing daily  "
## [1] 17.1
## [1] "I’m thankful my childhood was filled with imagination and bruises from playing inside  "
## [1] 26.1
## [1] "I’m thankful my childhood was filled with imagination and bruises from playing weekly  "
## [1] 6

Answer Outside

Question 10

I like how the same people are in almost all of Adam Sandler’s

stories

pictures

novels

movies

## [1] "I like how the same people are in almost all of Adam Sandler's stories  "
## [1] 18
## [1] "I like how the same people are in almost all of Adam Sandler's pictures  "
## [1] 15.2
## [1] "I like how the same people are in almost all of Adam Sandler's novels  "
## [1] 3.9
## [1] "I like how the same people are in almost all of Adam Sandler's movies  "
## [1] 9.5

Answer: movies