Food Nouns

food-nouns.py

#!/usr/bin/env python

import requests
from nltk import download, pos_tag, word_tokenize

download('punkt')
download('averaged_perceptron_tagger')

response = requests.get('http://www.textfiles.com/food/food')
text = word_tokenize(response.text)

for token, tag in pos_tag(text):
    if tag.startswith('NN'):
        print(token)

food-nouns.txt

Chapter
FOOD
FDA
considers
consumption
microscopic
fragments
grams
ounces
candy
bar
Chocolate
dogs
ounces
heart
attack
percent
food
front
refrigerator
door
Appetites
Worlds
meal
bicycle
man
powder
boy
pounds
food
week
boy
report
boy
weight
pounds
year
cow
hours
day
man
ate
meal
pounds
hammer
thrower
dozen
eggs
breakfast
shells
affair
Clodius
Roman
actor
birds
voice
lessons
cost
bird
birds
pie
guests
drink
pearl
worth
dollars
Historians
onion
dessert
Romans
Africa
termites
People
Laos
waterbugs
Japan
money
order
beef
cattle
darkness
beer
custom
massages
masseurs
king
oysters
pineapple
glutton
King
Louis
XIV
bite
lips
pineapples
France
Professor
William
Buckland
heart
King
Louis
XIV
grave
robbers
History
Food
Bible
fruit
Eve
ate
Garden
Eden
apple
Koran
book
Islam
banana
scientists
fruit
lemon
apples
time
place
Eden
word
salary
word
salt
Roman
times
Salt
trading
medium
money
years
people
everything
fingers
people
forks
England
everyone
idea
tools
reason
tablecloths
towel
fingers
hands
century
John
Montagu
Earl
Sandwich
meal
hand
gambling
Coca-Cola
Hires
Root
Beer
Dr.
Pepper
year
John
Pemberton
inventor
Coca-Cola
Brain
Tonic
Intellectual
Beverage
7-Up
Bib-Label
Lithiated
Lemon-Lime
Soda
size
ounces
Up
bottoms
advertising
slogan
7-Up
popsicles
Epsicles
Frank
Epperson
inventor
Ketchup
broth
mushrooms
Tomatoes
Today
sugar
imitation
ketchup
Ninety
years
minutes
money
quart
milk
minutes
M
M
candies
Forrest
Mars
Bruce
Murries
inventors
field
snack
soldiers
mouth
hand
Fruits
Vegetables
Cherries
taste
leaves
twigs
cherry
tree
Strawberries
fruits
seeds
People
tomatoes
strawberry
Americans
miles
carrots
day
A
engineer
Japan
watermelons
round
ones
Celery
effect
skinnier
energy
celery
calories
pounds
potatoes
pound
weight
century
Americans
potatoes
health
cabbage
water
carrots
apples
fridge
carrots
ethylene
fumes
apples
Sugar
plant
Hernandulcin
times
sugar
trucks
kids
eat
year
line
San
Diego
San
Francisco
diets
inmates
Virginia
juvenile
detention
center
junk
food
foods
cereal
sugar
fruit
juice
soda
kids
offenders
percent
kids
percent
Meat
restaurant
chicken
meat
dark
meat
Kentucky
Fried
Chicken
store
Beijing
China
Americans
chickens
Just
game
Babe
Ruth
hospital
stomach
pain
dogs
row
people
dog
cow
brains
lips
eyes
stomachs
tails
Americans
average
forty
things
year
cost
dollars
line
miles
water
cattle
business
taxpayers
beef
pound
people
vegetarians
Albert
Einstein
George
Bernard
Shaw
Leo
Tolstoy
Clara
Barton
Mahatma
Ghandi
Mr.
Rogers
Leonardo
da
Vinci
Jeff
Juliano
Ronald
McDonald
All
members
Roman
empire
vegetarians
Julias
Caesar
case
dying
snakebite
America
Drink
America
people
sugar
tea
coffee
parts
China
people
tea
Voltaire
drank
cups
coffee
day
France
person
gallons
wine
year
Americans
gallons
orange
juice
day
gallons
beer
average
Americans
times
beer
orange
juice
Old
England
people
beer
breakfast
days
people
beer
bottles
cans
store
tavern
beer
home
bucket
Japan
liquor
bodies
snakes
everyone
quit
beverages
people
grain
Food
Facts
makers
Hellman
Mayonnaise
belief
product
case
customer
acid
salt
product
bacteria
people
day
die
America
something
food
eggs
Americans
day
Chicago
Waikiki
miles
eat
pounds
chemical
food
additives
year
wheat
loaf
tons
water
ton
wheat
acre
potatoes
acre
tons
scientist
drink
weight
way
drink
intestines
fluorocarbon
ability
nutrition
stuff
benefit
Americans
pounds
pounds
Overweight
Americans
cost
gallons
gasoline
year
water
plants
Club
Soda
color
vitality
Food
hours
path
body
Chop
suey
America
Honey
foods
Haggis
Scotland
onions
heart
lungs
liver
stomach
eggs
surface
raw
custom
piece
toast
wine
flavor
particles
term
Potato
chips
times
pound
potatoes
cost
insurance
percent
diet
study
Senate
Committee
Nutrition
Human
Needs
diet
percent
people
heart
attacks
scientists
Tucson
Arizona
peoples
garbage
cans
Americans
percent
food
dollars
food
year
trick
jugglers
items
apple
apple
laughter
apple
juice
bits
apple
end
stage
juggler
finishes
John
juggler
Chicago
apple
trick
hundreds
times
apple
mouth
bites
apple
stage
afterwards
occasion
John
end
apple
routine
crowd
bit
bite
bite
apple
throat
John
stage