from konlpy.tag import Kkma

from re import match

from collections import Counter

import pytagcloud

import webbrowser

import matplotlib.pyplot as plt

import matplotlib

from matplotlib import font_manager, rc

def showGraph(wordInfo):

plt.show()

file = open("test.txt", mode='r', encoding='utf-8')

doc = file.read()

file.close()

print(doc)

kkma = Kkma()

ex_sent = kkma.sentences(doc)

kkma.pos

nouns = []

for sent in ex_sent :

for noun in kkma.nouns(sent) :

# 단어 전처리 : 2음절 이상, 수사 제외

if len(str(noun)) >= 2 and not(match('^[0-9]', noun)) :

nouns.append(noun)

print(nouns)

word_count = {}

for noun in nouns :

word_count[noun] = word_count.get(noun, 0) + 1

counter = Counter(word_count)

top5 = counter.most_common(15)

print(top5)

wordInfo = dict()

for tags, counts in top5:

if (len(str(tags)) > 1):

wordInfo[tags] = counts

# print ("%s : %d" % (tags, counts))

showGraph(wordInfo)

word_count_list = pytagcloud.make_tags(top5, maxsize=50)

print(word_count_list)

pytagcloud.create_tag_image(word_count_list,'wordcloud.jpg',size=(900, 600),fontname='gulim',rectangular=False)

webbrowser.open('wordcloud.jpg')