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Update pages/topic_classification.py
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pages/topic_classification.py
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@@ -13,7 +13,7 @@ def cosine_similarity(x,y):
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return 1 - spatial.distance.cosine(x,y)
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# reading topic file into dataframe
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df = pd.read_excel(
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#df2 = pd.read_csv("BBC News Train.csv") #sample news article file
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#storing level1 and level2 segments into dictinary first
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result_dict = df.groupby('LEVEL 1')['new_level_2'].apply(list).to_dict()
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return 1 - spatial.distance.cosine(x,y)
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# reading topic file into dataframe
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df = pd.read_excel('topic_data.xlsx')
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#df2 = pd.read_csv("BBC News Train.csv") #sample news article file
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#storing level1 and level2 segments into dictinary first
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result_dict = df.groupby('LEVEL 1')['new_level_2'].apply(list).to_dict()
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