pandas.DataFrame.itertuples

DataFrame.itertuples(index=True)

Iterate over the rows of DataFrame as tuples, with index value as first element of the tuple.

Parameters:

index : boolean, default True

If True, return the index as the first element of the tuple.

See also

iterrows

Iterate over the rows of a DataFrame as (index, Series) pairs.

iteritems

Iterate over (column name, Series) pairs.

Examples

>>> df = pd.DataFrame({'col1': [1, 2], 'col2': [0.1, 0.2]}, index=['a', 'b'])
>>> df
   col1  col2
a     1   0.1
b     2   0.2
>>> for row in df.itertuples():
...     print(row)
('a', 1, 0.10000000000000001)
('b', 2, 0.20000000000000001)