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