pandas replace nan with empty code example
Example 1: 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
Example 2: how to replace nan with 0 in pandas
df['product']=df['product'].fillna(0)
df['context']=df['context'].fillna(0)
df
Example 3: pandas replace nan
data["Gender"].fillna("No Gender", inplace = True)
Example 4: python pandas replace nan with null
df.fillna('', inplace=True)