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TextBlob Parts of Speech Tagger with Penn Treebank Tag Explanations - CLI
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#!/usr/bin/python | |
# simple cli pos tagger for short sentences | |
# usage: pos.py some sort of sentance. | |
# or: echo some sentance | pos.py | |
# | |
# takes some time to load, but may | |
# move on to use opennlp in a server role. | |
import sys, fileinput | |
from textblob import TextBlob as tb; | |
tags = { | |
'CC': 'Coordinating conjunction', | |
'CD': 'Cardinal number', | |
'DT': 'Determiner', | |
'EX': 'Existential there', | |
'FW': 'Foreign word', | |
'IN': 'Preposition or subordinating conjunction', | |
'JJ': 'Adjective', | |
'JJR': 'Adjective, comparative', | |
'JJS': 'Adjective, superlative', | |
'LS': 'List item marker', | |
'MD': 'Modal', | |
'NN': 'Noun, singular or mass', | |
'NNS': 'Noun, plural', | |
'NNP': 'Proper noun, singular', | |
'NNPS': 'Proper noun, plural', | |
'PDT': 'Predeterminer', | |
'POS': 'Possessive ending', | |
'PRP': 'Personal pronoun', | |
'PRP$': 'Possessive pronoun', | |
'RB': 'Adverb', | |
'RBR': 'Adverb, comparative', | |
'RBS': 'Adverb, superlative', | |
'RP': 'Particle', | |
'SYM': 'Symbol', | |
'TO': 'to', | |
'UH': 'Interjection', | |
'VB': 'Verb, base form', | |
'VBD': 'Verb, past tense', | |
'VBG': 'Verb, gerund or present participle', | |
'VBN': 'Verb, past participle', | |
'VBP': 'Verb, non-3rd person singular present', | |
'VBZ': 'Verb, 3rd person singular present', | |
'WDT': 'Wh-determiner', | |
'WP': 'Wh-pronoun', | |
'WP$': 'Possessive wh-pronoun', | |
'WRB': 'Wh-adverb' | |
} | |
if(len(sys.argv)>1): | |
str = tb(' '.join(sys.argv[1:])) | |
else: | |
str = tb(' '.join(fileinput.input())); | |
pos = str.tags | |
for x in range(len(pos)): | |
print '%s - %s - %s' % (pos[x][0], pos[x][1], tags[pos[x][1]]) |
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