pandas.DataFrame.iterrows

DataFrame.iterrows()

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

Returns :

it : generator

A generator that iterates over the rows of the frame.

Notes

• iterrows does not preserve dtypes across the rows (dtypes are preserved across columns for DataFrames). For example,

  >>> df = DataFrame([[1, 1.0]], columns=['x', 'y'])
  >>> row = next(df.iterrows())[1]
  >>> print row['x'].dtype
  float64
  >>> print df['x'].dtype
  int64