用 Python 统计高频字数
python排序问题
Python标准库——collections模块的Counter类
问题
用 Python 实现函数 count_words(),该函数输入字符串 s 和数字 n,返回 s 中 n 个出现频率最高的单词。返回值是一个元组列表,包含出现次数最高的 n 个单词及其次数,即 [(<单词1>, <次数1>), (<单词2>, <次数2>), ... ],按出现次数降序排列。
可以假设所有输入都是小写形式,并且不含标点符号或其他字符(只包含字母和单个空格)。如果出现次数相同,则按字母顺序排列。
例如:
print count_words("betty bought a bit of butter but the butter was bitter",3)
输出:
[('butter', 2), ('a', 1), ('betty', 1)]
"""Count words."""
def count_words(s, n):
"""Return the n most frequently occuring words in s."""
# TODO: Count the number of occurences of each word in s
import collections
top = collections.Counter(s.split()).most_common()
# print(collections.Counter(s.split()).most_common())
# TODO: Sort the occurences in descending order (alphabetically in case of ties)
top.sort(key=lambda t:(-t[1], t[0]))
top_n = top[:n]
# TODO: Return the top n most frequent words.
return top_n
def test_run():
"""Test count_words() with some inputs."""
print count_words("cat bat mat cat bat cat", 3)
print count_words("betty bought a bit of butter but the butter was bitter", 3)
if __name__ == '__main__':
test_run()