Concatenate two numerical values to make a new column using pandas?

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滥情空心 2021-01-02 18:49

I have two columns in my dataframe.

var1    var2
01       001

I would like to create a third column that joins them together:



        
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  • 2021-01-02 19:17

    Convert to both columns to string and then join both the columns to form the third column.

    Code:

    df['var1']=df['var1'].astype(str)
    df['var2']=df['var2'].astype(str)
    df['var3'] = df[['var1', 'var2']].apply(lambda x: ''.join(x), axis=1)
    
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  • 2021-01-02 19:37

    You can use simple concatenate by + with casting by astype:

    df['var3'] = df.var1.astype(str) + df.var2.astype(str)
    print df
      var1 var2   var3
    0   01  001  01001
    

    If type of both columns is string casting is omited:

    print type(df.loc[0,'var1'])
    <type 'str'>
    print type(df.loc[0,'var2'])
    <type 'str'>
    
    df['var3'] = df.var1 + df.var2
    print df
      var1 var2   var3
    0   01  001  01001
    
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