def getImpWords(self, query, noWords): query = query.lower() inds = list(self.parseSearch(query, [dict([(self.bizExp[i],[i]) for i in range(len(self.bizExp))]), self.job, self.company])) blob = self.getBlob(inds) vec = cv_comparer.getVector(blob, self.cvDfs, len(self.cvList), tp=None) #print sorted(vec.items(), key=lambda x: x[1], reverse=True) return map(lambda x:x[0], sorted(vec.items(), key=lambda x: x[1], reverse=True)[:noWords])
def getImpWords(self, cv, inds):
blob = self.getBlob(inds)
vec = cv_comparer.getVector(blob, self.df_dictionary, len(self.job_description_list), tp=None)
# print sorted(vec.items(), key=lambda x: x[1], reverse=True)
scv = set(cv)
return [r[0] for r in sorted(vec.items(), key=lambda x: x[1], reverse=True) if r[0] not in scv]