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Last active Jun 30, 2020
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# separate noun, preposition and noun
prep_dict = dict()
dis_dict = dict()
dis_list = []
# iterating over all the sentences
for i in range(len(df_show3)):
# sentence containing the output
sentence = df_show3.loc[i,'Sent']
# year of the sentence
year = df_show3.loc[i,'Year']
# output of the sentence
output = df_show3.loc[i,'Output']
# iterating over all the outputs from the sentence
for sent in output:
# separate subject, verb and object
n1, p, n2 = sent.split()[0], sent.split()[1], sent.split()[2:]
# append to list, along with the sentence
dis_dict = {'Sent':sentence,'Year':year,'Noun1':n1,'Preposition':p,'Noun2':n2}
# counting the number of sentences containing the verb
prep = sent.split()[1]
if prep in prep_dict:
df_sep3= pd.DataFrame(dis_list)
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