python如何对小说中出现的人物次数进行统计 python人物出场统计

前面文章已经具体讲解了对统计《三国演义》人物名称出现次数的操作和实现思路，如有需要可以浏览。

初级实现代码

import jieba
excludes = {"什么","一个","我们","那里","如今","你们","说道","起来",
            "姑娘","这里","出来","他们","众人","奶奶","自己","一面",
            "太太","只见","怎么","两个","没有","不是","不知","这个",
            "知道","听见","这样","进来","告诉","东西","咱们","就是",
            "回来","大家","只是","老爷","只得","丫头","这些","不敢",
            "出去","所以","不过"}
txt = open("红楼梦.txt","r",encoding='gb18030').read()
words = jieba.lcut(txt)
counts = {}
for word in words:
    if len(word) == 1:
        continue
    elif word == '宝玉':
        rword = '贾宝玉'
    elif word == '凤姐':
        rword = '王熙凤'
    elif word == '老太太':
        rword = '贾母'
    elif word == '宝钗':
        rword = '薛宝钗'
    elif word == '黛玉':
        rword = '林黛玉'
    elif word == '二太太':
        rword = '王夫人'
    elif word == '琏二爷':
        rword = '贾琏'
    elif word == '平姐姐':
        rword = '平儿'
    elif word == '薛夫人':
        rword = '薛姨妈'
    else:
        rword = word
    counts[rword] = counts.get(rword,0) + 1
for word in excludes:
    del(counts[word])
items = list(counts.items())
items.sort(key = lambda x:x[1],reverse=True)
for i in range(10):
    word,count = items[i]
    print("{0:<10}{1:>5}".format(word,count))

运行结果

 为什么说是初级代码？因为可以数据更加严谨统计，我们都知道人物名称在文章中不可能都只出现一次，还可能有别称，如贾宝玉可能有“宝二爷”的别称，因此可以将这些别称都统计为一个名称，为防止jieba库可能分词不理想，可以手动将这些别称添加到jieba库中。

加强版实现代码

import jieba
excludes = {"什么","一个","我们","那里","如今","你们","说道","起来",
            "姑娘","这里","出来","他们","众人","奶奶","自己","一面",
            "太太","只见","怎么","两个","没有","不是","不知","这个",
            "知道","听见","这样","进来","告诉","东西","咱们","就是",
            "回来","大家","只是","老爷","只得","丫头","这些","不敢",
            "出去","所以","不过"}
txt = open("红楼梦.txt","r",encoding='gb18030').read()
words = jieba.lcut(txt)
jieba.add_word('宝二爷')
jieba.add_word('凤辣子')
jieba.add_word('凤哥儿')
jieba.add_word('凤丫头')
jieba.add_word('二太太')
jieba.add_word('林妹妹')
jieba.add_word('林姑娘')
jieba.add_word('琏二爷')
jieba.add_word('宝丫头')
jieba.add_word('宝姑娘')
jieba.add_word('宝姐姐')
jieba.add_word('平姐姐')
jieba.add_word('平姑娘')
jieba.add_word('薛夫人')
jieba.add_word('姨太太')
counts = {}
for word in words:
    if len(word) == 1:
        continue
    elif word == '宝玉' or word == '宝二爷':
        rword = '贾宝玉'
    elif word == '凤姐' or word == '凤姐儿' or word == '凤丫头' or word == '凤哥儿' or word == '凤辣子':
        rword = '王熙凤'
    elif word == '老太太' or word == '老祖宗':
        rword = '贾母'
    elif word == '宝钗' or word == '宝姐姐' or word == '宝姑娘' or word== '宝丫头':
        rword = '薛宝钗'
    elif word == '黛玉' or word == '林妹妹' or word == '林姑娘':
        rword = '林黛玉'
    elif word == '二太太':
        rword = '王夫人'
    elif word == '琏二爷':
        rword = '贾琏'
    elif word == '平姐姐' or word == '平姑娘':
        rword = '平儿'
    elif word == '薛夫人' or word == '姨太太':
        rword = '薛姨妈'
    else:
        rword = word
    counts[rword] = counts.get(rword,0) + 1
for word in excludes:
    del(counts[word])
items = list(counts.items())
items.sort(key = lambda x:x[1],reverse=True)
for i in range(10):
    word,count = items[i]
    print("{0:<10}{1:>5}".format(word,count))

运行结果

 对比两次的运行结果可知，大多数人物出场次数发生了变化，甚至顺序也随之改变。

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