autocorrect

import pandas as pd
import numpy as np
import textdistance
import re
from collections import Counter
words = []
with open('moby.txt', 'r') as f:
    file_name_data = f.read()
    file_name_data=file_name_data.lower()
    words = re.findall('\w+',file_name_data)
# This is our vocabulary
V = set(words)
print(f"The first ten words in the text are: \n{words[0:10]}")
print(f"There are {len(V)} unique words in the vocabulary.")