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ValueError: DataFrame constructor not properly called! with pandas

Tags:

python

pandas

def multiple_dfs(file_name, sheet, *args):
    """
    Put multiple dataframes into one xlsx sheet
    """

    row=2
    writer = pd.ExcelWriter(file_name, engine='openpyxl')

    df = pd.DataFrame({'user': ['Bob', 'Jane', 'Alice'], 
               'income': [40000, 50000, 42000]})
    df2 = pd.DataFrame({'amount': [100, 500, 1000], 
               'income': [40000, 50000, 42000]})
    df3 = pd.DataFrame(['Title'])

    df.to_excel(writer, sheet, startrow=row, index=False)
    row += 2
    df2.to_excel(writer, sheet, startrow=row, index=False)
    df3.to_excel(writer, sheet, startrow=0, startcol=0, header=None, \
             index=False)

I have the following error ValueError: DataFrame constructor not properly called!, but I can't say what is the problem. Any suggestions?

I want to put a title at the top of a worksheet, but I don't know if it is the best practice. Could anyone be able to suggest me something with pandas?


1 Answers

It seems you need list:

df2 = pd.DataFrame(['Test'])
print (df2)
      0
0  Test

EDIT:

It seems you need:

def multiple_dfs(file_name, sheet, *args):
    """
    Put multiple dataframes into one xlsx sheet
    """

    row=2
    writer = pd.ExcelWriter(file_name)

    df = pd.DataFrame({'user': ['Bob', 'Jane', 'Alice'], 
               'income': [40000, 50000, 42000]})
    df2 = pd.DataFrame({'amount': [100, 500, 1000], 
               'income': [40000, 50000, 42000]})
    df3 = pd.DataFrame(['Title'])

    df.to_excel(writer, sheet, startrow=row, index=False)
    row += len(df) + 1
    df2.to_excel(writer, sheet, startrow=row, index=False)
    df3.to_excel(writer, sheet, startrow=0, startcol=0, header=None, \
             index=False)

multiple_dfs('file.xlsx','Sheet1')
like image 139
jezrael Avatar answered Oct 31 '25 11:10

jezrael