diff --git a/ci/code_checks.sh b/ci/code_checks.sh
index d342a588bc897..2c3cc29bd8c0c 100755
--- a/ci/code_checks.sh
+++ b/ci/code_checks.sh
@@ -591,14 +591,11 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         pandas.api.types.is_timedelta64_ns_dtype \
         pandas.api.types.is_unsigned_integer_dtype \
         pandas.core.groupby.DataFrameGroupBy.take \
-        pandas.core.groupby.SeriesGroupBy.take \
         pandas.io.formats.style.Styler.concat \
         pandas.io.formats.style.Styler.export \
         pandas.io.formats.style.Styler.set_td_classes \
         pandas.io.formats.style.Styler.use \
         pandas.io.json.build_table_schema \
-        pandas.merge_ordered \
-        pandas.option_context \
         pandas.plotting.andrews_curves \
         pandas.plotting.autocorrelation_plot \
         pandas.plotting.lag_plot \
diff --git a/pandas/_config/config.py b/pandas/_config/config.py
index 5e7cb9f9091ad..4d87e8dca6d16 100644
--- a/pandas/_config/config.py
+++ b/pandas/_config/config.py
@@ -424,6 +424,7 @@ class option_context(ContextDecorator):
 
     Examples
     --------
+    >>> from pandas import option_context
     >>> with option_context('display.max_rows', 10, 'display.max_columns', 5):
     ...     pass
     """
diff --git a/pandas/core/groupby/generic.py b/pandas/core/groupby/generic.py
index 799d9cf350513..3a9ffc8631441 100644
--- a/pandas/core/groupby/generic.py
+++ b/pandas/core/groupby/generic.py
@@ -933,7 +933,7 @@ def take(
 
         Examples
         --------
-        >>> df = DataFrame([('falcon', 'bird', 389.0),
+        >>> df = pd.DataFrame([('falcon', 'bird', 389.0),
         ...                    ('parrot', 'bird', 24.0),
         ...                    ('lion', 'mammal', 80.5),
         ...                    ('monkey', 'mammal', np.nan),
@@ -2358,7 +2358,7 @@ def take(
 
         Examples
         --------
-        >>> df = DataFrame([('falcon', 'bird', 389.0),
+        >>> df = pd.DataFrame([('falcon', 'bird', 389.0),
         ...                    ('parrot', 'bird', 24.0),
         ...                    ('lion', 'mammal', 80.5),
         ...                    ('monkey', 'mammal', np.nan),
@@ -2387,15 +2387,15 @@ def take(
         2 2    lion  mammal       80.5
           1  monkey  mammal        NaN
 
-        The order of the specified indices influnces the order in the result.
+        The order of the specified indices influences the order in the result.
         Here, the order is swapped from the previous example.
 
-        >>> gb.take([0, 1])
+        >>> gb.take([1, 0])
                name   class  max_speed
-        1 4  falcon    bird      389.0
-          3  parrot    bird       24.0
-        2 2    lion  mammal       80.5
-          1  monkey  mammal        NaN
+        1 3  parrot    bird       24.0
+          4  falcon    bird      389.0
+        2 1  monkey  mammal        NaN
+          2    lion  mammal       80.5
 
         Take elements at indices 1 and 2 along the axis 1 (column selection).
 
diff --git a/pandas/core/reshape/merge.py b/pandas/core/reshape/merge.py
index 6a79473b519fb..86bf9bf95e1cc 100644
--- a/pandas/core/reshape/merge.py
+++ b/pandas/core/reshape/merge.py
@@ -277,6 +277,7 @@ def merge_ordered(
 
     Examples
     --------
+    >>> from pandas import merge_ordered
     >>> df1 = pd.DataFrame(
     ...     {
     ...         "key": ["a", "c", "e", "a", "c", "e"],