I have managed to create 2 lists from text documents. The first is my bi-gram list:
keywords = [\'nike shoes\',\'nike clothing\', \'nike black\', \'nike white\']
assuming you have the 2 lists this will do what you want:
new_keywords = []
for k in keywords:
temp = False
for s in stops:
if s in k:
new_keywords.append(k.replace(s,""))
temp = True
if temp == False:
new_keywords.append(k)
This will create a list like you posted:
['nike shoes', 'nike ', 'nike ', 'nike ']
To eliminate the doubles do this:
new_keywords = list(set(new_keywords))
So the final list looks like this:
['nike shoes', 'nike ']
You can do it in steps. First define a helper function:
def removeStop(bigram, stops):
return ' '.join(w for w in bigram.split() if not w in stops)
And then:
[removeStop(i,new_stops) for i in new_keywords]