how to replace nan with 0 in pandas
df['product']=df['product'].fillna(0)
df['context']=df['context'].fillna(0)
df
how to replace nan with 0 in pandas
df['product']=df['product'].fillna(0)
df['context']=df['context'].fillna(0)
df
python numpy array replace nan with string
import numpy as np
l=['foo', 'bar', 'baz', np.nan]
l_new=['missing' if x is np.nan else x for x in l]
print l_new
# Result:
# ['foo', 'bar', 'baz', 'missing']
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