This snippet of code finds most repeated words from a given text

word_count_loop

## Import Regular Expression - Used to replace all special characters other than alphanumeric
import re

## Input
giventext = "This is Medium article presented by ramstkp in the month of October. On the day of writing it was cold, and autumn started early this in the october month. October month is relatively less cold compared to winter months"

## Replacing all characters other than alphanumerics
giventext = re.sub('[^a-zA-Z0-9 \n]', '', giventext)

## Converting to lower and splitting the text to list by word (split by space)
text_to_list = giventext.lower().split()

## Empty dictionary
result_dict = {}

## Process to find words - Start with first word, if word exists in dictionary key increment value by 1, else add the key to dictionary with value 1
for word in text_to_list:
    if word in result_dict.keys():
        result_dict[word] += 1
    else:
        result_dict[word] = 1

## Sort and print words in descedning order based on number of appereances.
print(sorted(result_dict.items(),key = lambda x: x[1], reverse=True))