Skip to content

DOC: added examples to DataFrame.std #44226

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 9 commits into from
Nov 1, 2021
35 changes: 34 additions & 1 deletion pandas/core/generic.py
Original file line number Diff line number Diff line change
Expand Up @@ -10639,6 +10639,7 @@ def mad(self, axis=None, skipna=None, level=None):
name2=name2,
axis_descr=axis_descr,
notes="",
examples="",
)
def sem(
self,
Expand All @@ -10661,6 +10662,7 @@ def sem(
name2=name2,
axis_descr=axis_descr,
notes="",
examples="",
)
def var(
self,
Expand All @@ -10679,11 +10681,12 @@ def var(
_num_ddof_doc,
desc="Return sample standard deviation over requested axis."
"\n\nNormalized by N-1 by default. This can be changed using the "
"ddof argument",
"ddof argument.",
name1=name1,
name2=name2,
axis_descr=axis_descr,
notes=_std_notes,
examples=_std_examples,
)
def std(
self,
Expand Down Expand Up @@ -11176,6 +11179,8 @@ def _doc_params(cls):
-------
{name1} or {name2} (if level specified) \
{notes}

{examples}
"""

_std_notes = """
Expand All @@ -11185,6 +11190,34 @@ def _doc_params(cls):
To have the same behaviour as `numpy.std`, use `ddof=0` (instead of the
default `ddof=1`)"""

_std_examples = """\
Examples
--------
>>> df = pd.DataFrame({'person_id': [0, 1, 2, 3],
... 'age': [21, 25, 62, 43],
... 'height': [1.61, 1.87, 1.49, 2.01]}
... ).set_index('person_id')
>>> df
age height
person_id
0 21 1.61
1 25 1.87
2 62 1.49
3 43 2.01

The standard deviation of the columns can be found as follows:

>>> df.std()
age 18.786076
height 0.237417

Alternatively, `ddof=0` can be set to normalize by N instead of N-1:

>>> df.std(ddof=0)
age 16.269219
height 0.205609
"""

_bool_doc = """
{desc}

Expand Down