import requests
from bs4 import BeautifulSoup
import operator

def start (url):
    word_list = []
    source_code = requests.get(url).text
    soup = BeautifulSoup(source_code)
    for post_text in soup.findAll('a',{'index_singleListingTitles'}):
        content = post_text.string
        words = content.lower().split()
        for each_word in words:

            print (each_word)
    clean_up_list(word_list)

def clean_up_list(word_list):
    clean_word_list = []
    for word in word_list:
        symbols = "!@#$%^&*\"()_?.,><;'+|}{][]-=;'"
        for i in range (0,len(symbols)):
            word = word.replace(symbols[i],"")
        if len(word) > 0:
            print(word)
            clean_word_list.append(word)

    create_dictionary(clean_word_list)

def create_dictionary(clean_word_list):
    word_count = {}
    for word in clean_word_list:
        if word in word_count:
            word_count[word] += 1
        else:
            word_count[word] = 1

    for key, value in sorted(word_count.items(), key=operator.itemgetter(1)):

        print (key,value)

start('https://buckysroom.org/tops.php?type=text&period=this-month')