[DOC] Fix typos again

Found via `codespell -S *.ipynb -L
ans,nam,bage,te,mapp,zar,caf,fro,som,tha,regon,variabl` and `typos
--hidden --format brief`

Author: kianmeng

.devcontainer/Dockerfile

@@ -16,7 +16,7 @@ ARG USERNAME=vscode
 ARG USER_UID=1000
 ARG USER_GID=$USER_UID
 
-# Copy environment-dev.yml (if found) to a temp locaition so we update the environment. Also
+# Copy environment-dev.yml (if found) to a temp location so we update the environment. Also
 # copy "noop.txt" so the COPY instruction does not fail if no environment-dev.yml exists.
 COPY environment-dev.yml* .devcontainer/noop.txt /tmp/conda-tmp/
 

.gitignore

@@ -115,7 +115,7 @@ ENV/
 # Custom
 .pytest_cache
 
-# Ingore docs' symbolic link to notebooks
+# Ignore docs' symbolic link to notebooks
 docs/notebooks
 docs/*
 

CHANGELOG.md

@@ -26,7 +26,7 @@
 ## [v0.31.0] - 2025-03-07
 
 -   [ENH] Added support for pd.Series.select - Issue #1394 @samukweku
--   [ENH] Added suport for janitor.mutate - Issue #1226 @samukweku
+-   [ENH] Added support for janitor.mutate - Issue #1226 @samukweku
 -   [ENH] Added support for janitor.summarise - Issue #1225 @samukweku
 -   [ENH] Added support for janitor.alias - Issue #1449 @samukweku
 

janitor/functions/_numba.py

@@ -219,7 +219,7 @@ def _eq_join_tuple_compare(
     ends: np.ndarray,
     tupled: tuple,
 ):
-    """Comparision when tupled is present in an equi join"""
+    """Comparison when tupled is present in an equi join"""
 
     for _tuple in literal_unroll(tupled):
         left_arr = _tuple[0]

janitor/functions/complete.py

@@ -328,7 +328,7 @@ def _computations_complete(
     # to cater for scenarios where the column_name
     # is not a string
     # assign only works with keys that are strings
-    # Also, the output wil be floats (for numeric types),
+    # Also, the output will be floats (for numeric types),
     # even if all the columns could be integers
     # user can always convert to int if required
     for column_name, value in fill_value.items():

janitor/io.py

@@ -428,7 +428,7 @@ def xlsx_cells(
            {null,{"00000000","rgb",0.0},{"00000000","rgb",0.0}}
         ]
 
-        Specific cell attributes can be acessed via Polars' struct:
+        Specific cell attributes can be accessed via Polars' struct:
 
         >>> out.struct.field("fgColor").struct.field("rgb")
         shape: (8,)

nbconvert_config.py

@@ -175,9 +175,9 @@
 # ------------------------------------------------------------------------------
 
 ## Exports to a Latex template.  Inherit from this class if your template is
-#  LaTeX based and you need custom tranformers/filters.  Inherit from it if  you
-#  are writing your own HTML template and need custom tranformers/filters.   If
-#  you don't need custom tranformers/filters, just change the  'template_file'
+#  LaTeX based and you need custom transformers/filters.  Inherit from it if  you
+#  are writing your own HTML template and need custom transformers/filters.   If
+#  you don't need custom transformers/filters, just change the  'template_file'
 #  config option.  Place your template in the special "/latex"  subfolder of the
 #  "../templates" folder.
 

tests/functions/test_select_columns.py

@@ -372,7 +372,7 @@ def test_callable(numbers):
     """
     Check that error is raised if `columns_to_select` is a
     callable, and at lease one Series has a wrong data type
-    that makes the callable unapplicable.
+    that makes the callable inapplicable.
     """
     with pytest.raises(
         ValueError,

tests/timeseries/test_flag_jumps.py

@@ -411,7 +411,7 @@ def test_flag_jumps_default_args(timeseries_dataframe):
 
 
 @pytest.mark.timeseries
-def test_flag_jumps_all_args_specifed_as_non_dict(timeseries_dataframe):
+def test_flag_jumps_all_args_specified_as_non_dict(timeseries_dataframe):
     """Test provided kwargs (not of type dict) behave as expected."""
     # Setup
     df = timeseries_dataframe