fo =open("jj.txt","r")
news=fo.read()
fo.close
sep='''",.!?:'''
exclude={'the','she','you','it','a','and','is','in','so'}
for i in sep:
news= news.replace(i," ")
wordList=news.lower().split()
wordDict={}
wordSet= set(wordList)-exclude
for c in wordSet:
wordDict[c]=wordList.count(c)
'''for c in wordDict:
print(c,wordDict[c])'''
dictList= list(wordDict.items())
dictList.sort(key=lambda x:x[1],reverse=True)
for w in range(20):
print(dictList[w])
