pandas.DataFrame.items — pandas 0.25.3 documentation (original) (raw)
DataFrame. items(self)[source]¶
Iterator over (column name, Series) pairs.
Iterates over the DataFrame columns, returning a tuple with the column name and the content as a Series.
| Yields: | label : object The column names for the DataFrame being iterated over. content : Series The column entries belonging to each label, as a Series. |
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Examples
df = pd.DataFrame({'species': ['bear', 'bear', 'marsupial'], ... 'population': [1864, 22000, 80000]}, ... index=['panda', 'polar', 'koala']) df species population panda bear 1864 polar bear 22000 koala marsupial 80000 for label, content in df.items(): ... print('label:', label) ... print('content:', content, sep='\n') ... label: species content: panda bear polar bear koala marsupial Name: species, dtype: object label: population content: panda 1864 polar 22000 koala 80000 Name: population, dtype: int64