as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
write a script to get the top 10 most frequent words in a corpus.
user
#
# 1. define the corpus:

corpus = "this is a corpus of data to analyze. this dataset will be used to get the top 10 most frequent words."

# 2. tokenize the corpus:

words = corpus.split()

# 3. create a dictionary and count each word's frequency:

word_counts = {}
 
for word in words:
    if word in word_counts:
        word_counts[word] += 1
    else:
        word_counts[word] = 1

# 4. sort the word counts list:

sorted_word_counts = sorted(word_counts.items(), key=lambda x: x[1], reverse=true)

# 5. print the top 10 words:

print("the top 10 most frequent words are:")
for word, count in sorted_word_counts[:10]:
    print(word + ": " + str(count))
assistant