Created
April 28, 2014 14:41
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| import sys | |
| from nltk.stem.wordnet import WordNetLemmatizer | |
| lmtzr = WordNetLemmatizer() | |
| import re, string | |
| pattern=re.compile(r'[^a-zA-Z ]') | |
| def clean(x): | |
| x = x.replace('<image>','') | |
| x = pattern.sub('',x.lower()) | |
| x = x.replace('\r','') | |
| x = x.replace('\n','') | |
| x = x.split(' ') | |
| y = [] | |
| for i in x: | |
| y.append(lmtzr.lemmatize(i)) | |
| x = ' '.join(y) | |
| return(x) | |
| with open("C:\Users\graingec\spillovers\data\patents_abstracts.csv","rb") as f: | |
| with open("C:\Users\graingec\spillovers\\abstracts\\abstracts.txt","w") as f2: | |
| with open("C:\Users\graingec\spillovers\\abstracts\\patentids.txt","w") as f3: | |
| f2.truncate() | |
| for line in f: | |
| y = line.split(',',1) | |
| if len(y)==2: | |
| c = y[1].replace(',','') | |
| a = clean(c) | |
| f2.write(a + '\n') | |
| f3.write(y[0] + '\n') |
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