python convert nan to empty string
# Option 1
df1 = df.replace(np.nan, '', regex=True) # All data frame
# Option 2
df[['column1','column2']] = df[['column1','column2']].fillna('') # Specific columns
python convert nan to empty string
# Option 1
df1 = df.replace(np.nan, '', regex=True) # All data frame
# Option 2
df[['column1','column2']] = df[['column1','column2']].fillna('') # Specific columns
Identify Null and NAN python
import pandas as pd
pd.isnull(df.columnName).sum()
pd.notnull(df.columnName).sum()
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