Kaggle competition: Quora Insincere Questions Classification
<SOS> metric: FScore_1 Kaggle data source: quora-insincere-questions-classification<create_dataframe>
YouTubeVideo('dEFd_2_b6X8' )
def null_table(training, testing):
print("Training Data Frame")
 print(pd.isnull(training ).sum())
 print(" ")
 print("Testing Data Frame")
 print(pd.isnull(testing ).sum())
 null_table(training, testing )<drop_column>
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<data_type_conversions><EOS> 
test = pd.read_csv('.. /input/test.csv')
 sub = pd.DataFrame({'qid': test.qid})
 sub['prediction'] = sub['qid'].map(dict(zip(idx,np.ones(len(idx)))) ).fillna(0 ).astype(int)
 sub.to_csv('submission.csv', index=False )