import jieba

	with open('C:/Users/asus/Desktop/test.txt','r',encoding='UTF-8') as novelFile:

    novel = novelFile.read()

stopwords = [line.strip() for line in open('C:/Users/asus/Desktop/stopword.txt','r',encoding='UTF-8').readlines()]

novelList = list(jieba.lcut(novel))

novelDict = {}

# 统计出词频字典

for word in novelList:

    if word not in stopwords:

        # 不统计字数为一的词

        if len(word) == 1:

            continue

        else:

            novelDict[word] = novelDict.get(word,0) + 1

# 对词频进行排序

novelListSorted = list(novelDict.items())

novelListSorted.sort(key=lambda e: e[1],reverse=True)

# 打印前 10 词频

topWordNum = 0

for topWordTup in novelListSorted[:10]:

    print(topWordTup)

from matplotlib import pyplot as plt

x = [c for c,v in novelListSorted]

y = [v for c,v in novelListSorted]

plt.plot(x[:10],y[:10],color='r')

plt.show()