max()
df.groupby(column_name).max()
Returns a DataFrame, with rows as groups, and each column as the max of the column values within each group.
- Note:
- Columns with String values display the maximum alphabetical starting character (ex.
"white"
is alphabetically after"black"
and"golden"
).
pets
Index | Species | Color | Weight | Age |
---|---|---|---|---|
0 | dog | black | 40 | 5 |
1 | cat | golden | 15 | 8 |
2 | cat | black | 20 | 9 |
3 | dog | white | 80 | 2 |
4 | dog | black | 25 | 0.5 |
5 | hamster | black | 1 | 3 |
6 | hamster | golden | 0.25 | 0.2 |
pets.groupby('Species').max()
Index | ID | Color | Weight | Age | Is_Cat | Owner_Comment |
---|---|---|---|---|---|---|
cat | cat_003 | golden | 15 | 9 | True | No, thank you! |
dog | dog_003 | white | 80 | 5 | False | Love is a wet nose and a wagging tail. |
hamster | ham_002 | golden | 1 | 3 | False | No, thank you! |