from collections import Counter
import re
def remove_word(s, word):
words = re.findall(r'\w+', s.lower())
new_str = ' '.join([w for w in words if w != word])
return new_str
def get_top_n_words(s, n):
# Exclude stop words (commonly used words)
stop_words = ["is", "a", "to", "as", "can", "that", "on", "and"]
for word in stop_words:
s = remove_word(s, word)
# Split the string into words
words = re.findall(r'\w+', s.lower())
# Count the occurrences of each word
word_count = Counter(words)
# Sort the words by their occurrences and get the top N words
top_n_words = dict(sorted(word_count.items(), key=lambda item: (-item[1], item[0]))[:n])
return top_n_words
s = ("Python is a high-level, general-purpose programming language. "
"Its design philosophy emphasizes code readability with the use of "
"significant indentation. Python is dynamically type-checked and "
"garbage-collected. It supports multiple programming paradigms, "
"including procedural, object-oriented and functional programming. ")
n = 4
top_n_words = get_top_n_words(s, n)
for key in top_n_words:
print(key)
'''
run:
programming
python
checked
code
'''
