Fix typos

Found via `codespell -L inout,whis,vermillion,applys,ans` and `typos
--hidden --format brief`

README.md

@@ -125,7 +125,7 @@ $ pip install 'plotnine[extra]'    # 2. includes extra/optional packages
 $ pip install 'plotnine[test]'     # 3. testing
 $ pip install 'plotnine[doc]'      # 4. generating docs
 $ pip install 'plotnine[dev]'      # 5. development (making releases)
-$ pip install 'plotnine[all]'      # 6. everyting
+$ pip install 'plotnine[all]'      # 6. everything
 
 # Or using conda
 $ conda install -c conda-forge plotnine

doc/_config.py

@@ -10,7 +10,7 @@
 EXAMPLES_DIR = DOC_DIR / "reference" / "examples"
 TUTORIALS_DIR = DOC_DIR / "tutorials"
 
-# The varibables file holds the version
+# The variables file holds the version
 variables_filepath = DOC_DIR / "_variables.yml"
 VARIABLES_TPL = """\
 version: {version}

doc/changelog.qmd

@@ -303,7 +303,7 @@ title: Changelog
 - You can now pickle the drawn matplotlib figures. ({{< issue 729 >}})
 
 - The facet titles in the `strip_text` are now better aligned are appear more
-  centered withing the `strip_background`.
+  centered within the `strip_background`.
 
 
 ## v0.12.4
@@ -411,7 +411,7 @@ title: Changelog
   renamed to
   [](:class:`~plotnine.themes.themeable.strip_align`),
   [](:class:`~plotnine.themes.themeable.strip_align_x`)
-  [](:class:`~plotnine.themes.themeable.strip_align_y`) repectively.
+  [](:class:`~plotnine.themes.themeable.strip_align_y`) respectively.
 
 - [](:class:`~plotnine.themes.themeable.subplots_adjust`) has been deprecated.
   You no longer need to use `theme(subplots_adjust={"right": 0.85})`{.py} and
@@ -475,7 +475,7 @@ not exist, got no description. This release is fixes error.
 ### New Features
 
 - [](:class:`~plotnine.geom_ribbon`) acquired new parameter `where`
-  which can be used shade withing given limits .
+  which can be used shade within given limits .
 
 - Added support for objects with a `to_pandas` method to convert them to
   a pandas dataframe. You can now pass in [polars](https://pola.rs) dataframes.
@@ -490,7 +490,7 @@ not exist, got no description. This release is fixes error.
 - The automatic groups generated by the system and depending on the aesthetic
   mappings now only depend those aesthetics that have scales. This is more
   strict than has been, should affect very few cases of code that has been
-  written and it should be less suprising to the users.
+  written and it should be less surprising to the users.
 
 - [](:class:`~plotnine.geom_area`) and [](:class:`~plotnine.geom_density`)
   now default to showing only the upper outline/boundary of the area.
@@ -604,7 +604,7 @@ not exist, got no description. This release is fixes error.
   for gaussian densities with no weights. This was probably a regression.
 
 - [](:class:`~plotnine.geom_map`) can now draw MultiPoints,
-  MultiLineStrings and MultiPolgons.
+  MultiLineStrings and MultiPolygons.
 
 - [](:class:`~plotnine.geom_text`) with `adjust_text` can now be used
   in more than one layer with good enough results.
@@ -717,7 +717,7 @@ not exist, got no description. This release is fixes error.
 
 ### API Changes
 
-- Changed the default method of caculating bandwidth for all stats that
+- Changed the default method of calculating bandwidth for all stats that
   use kernel density estimation. The affected stats are
   [](:class:`~plotnine.stat_density`),
   [](:class:`~plotnine.stat_ydensity`), and
@@ -842,7 +842,7 @@ not exist, got no description. This release is fixes error.
   ({{< issue 242 >}})
 
 - Fixed bug in [](:class:`~plotnine.position_dodge`) where by bar plot
-  could get thinner when facetting and useing `preserve = 'single'`.
+  could get thinner when facetting and using `preserve = 'single'`.
   ({{< issue 224 >}})
 
 - Fixed bug in [](:class:`~plotnine.coord_trans`) where if the transformation
@@ -905,7 +905,7 @@ not exist, got no description. This release is fixes error.
 - The `width` of the boxplot can now be set irrespective of the stat.
 
 - The mid-point color of [](:class:`~plotnine.scale_color_distiller`) now
-  matches that of the trainned data.
+  matches that of the trained data.
 
 - The way in which layers are created has been refactored to give packages that
   that extend plotnine more flexibility in manipulating the layers.
@@ -952,7 +952,7 @@ not exist, got no description. This release is fixes error.
 - Fixed bug in [](:class:`~plotnine.geom_abline`) where passing the mapping as
   a keyword parameter lead to a wrong plot. ({{< issue 196 >}})
 
-- Fixed issue where `minor_breaks` for tranformed scaled would have to be given
+- Fixed issue where `minor_breaks` for transformed scaled would have to be given
   in the transformed coordinates. Know they are given the data coordinates just
   like the major `breaks`.
 
@@ -965,7 +965,7 @@ not exist, got no description. This release is fixes error.
   is controlled by the new `na_translate` option.
 
 - The `minor_breaks` parameter for continuous scales can now be given as an
-  integer. An integer is taken to controll the number of minor breaks between
+  integer. An integer is taken to control the number of minor breaks between
   any set of major breaks.
 
 ## v0.4.0

plotnine/_mpl/_plot_side_space.py

@@ -46,8 +46,8 @@
     ]
 
 # Note
-# Margins around the plot are specfied in figure coordinates
-# We interprete that value to be a fraction of the width. So along
+# Margins around the plot are specified in figure coordinates
+# We interpret that value to be a fraction of the width. So along
 # the vertical direction we multiply by W/H to get equal space
 # in both directions
 
@@ -117,7 +117,7 @@ def _legend_size(self) -> TupleFloat2:
         """
         Return size of legend in figure coordinates
 
-        We need this to accurately justify the legend by proprotional
+        We need this to accurately justify the legend by proportional
         values e.g. 0.2, instead of just left, right, top,  bottom &
         center.
         """
@@ -477,7 +477,7 @@ def _calculate_panel_spacing_facet_grid(
     sw = theme.getp("panel_spacing_x")
     sh = theme.getp("panel_spacing_y") * W / H
 
-    # width and height of axes as fraction of figure width & heigt
+    # width and height of axes as fraction of figure width & height
     w = ((spaces.right - spaces.left) - sw * (ncol - 1)) / ncol
     h = ((spaces.top - spaces.bottom) - sh * (nrow - 1)) / nrow
 
@@ -511,7 +511,7 @@ def _calculate_panel_spacing_facet_wrap(
     #   +ve: Away from the panel
     #    0:  Top of the panel
     #   -ve: Into the panel
-    # Where values <= -1, put the strip completly into
+    # Where values <= -1, put the strip completely into
     # the panel. We do not worry about larger -ves.
     strip_align_x = theme.getp("strip_align_x")
 
@@ -527,7 +527,7 @@ def _calculate_panel_spacing_facet_wrap(
         sw += max_ylabels_width(pack)
         sw += max_yticks_width(pack)
 
-    # width and height of axes as fraction of figure width & heigt
+    # width and height of axes as fraction of figure width & height
     w = ((spaces.right - spaces.left) - sw * (ncol - 1)) / ncol
     h = ((spaces.top - spaces.bottom) - sh * (nrow - 1)) / nrow
 

plotnine/_mpl/_plotnine_tight_layout.py

@@ -159,24 +159,24 @@ def set_figure_artist_positions(
     if pack.plot_title:
         ha = theme.getp(("plot_title", "ha"))
         pack.plot_title.set_y(sides.t.edge("plot_title"))
-        horizonally_align_text_with_panels(pack.plot_title, params, ha, pack)
+        horizontally_align_text_with_panels(pack.plot_title, params, ha, pack)
 
     if pack.plot_subtitle:
         ha = theme.getp(("plot_subtitle", "ha"))
         pack.plot_subtitle.set_y(sides.t.edge("plot_subtitle"))
-        horizonally_align_text_with_panels(
+        horizontally_align_text_with_panels(
             pack.plot_subtitle, params, ha, pack
         )
 
     if pack.plot_caption:
         ha = theme.getp(("plot_caption", "ha"), "right")
         pack.plot_caption.set_y(sides.b.edge("plot_caption"))
-        horizonally_align_text_with_panels(pack.plot_caption, params, ha, pack)
+        horizontally_align_text_with_panels(pack.plot_caption, params, ha, pack)
 
     if pack.axis_title_x:
         ha = theme.getp(("axis_title_x", "ha"), "center")
         pack.axis_title_x.set_y(sides.b.edge("axis_title_x"))
-        horizonally_align_text_with_panels(pack.axis_title_x, params, ha, pack)
+        horizontally_align_text_with_panels(pack.axis_title_x, params, ha, pack)
 
     if pack.axis_title_y:
         va = theme.getp(("axis_title_y", "va"), "center")
@@ -187,7 +187,7 @@ def set_figure_artist_positions(
         set_legends_position(pack.legends, tparams, pack.figure)
 
 
-def horizonally_align_text_with_panels(
+def horizontally_align_text_with_panels(
     text: Text, params: GridSpecParams, ha: str | float, pack: LayoutPack
 ):
     """

plotnine/_mpl/patches.py

@@ -81,7 +81,7 @@ class InsideStrokedRectangle(Rectangle):
     @artist.allow_rasterization
     def draw(self, renderer):
         """
-        Draw with the bounds of the rectangle adjusted to accomodate the stroke
+        Draw with the bounds of the rectangle adjusted to accommodate the stroke
         """
         x, y = self.xy
         w, h = self.get_width(), self.get_height()

plotnine/_utils/__init__.py

@@ -285,7 +285,7 @@ def ninteraction(df: pd.DataFrame, drop: bool = False) -> list[int]:
     Returns
     -------
     out : list
-        Row asssignments.
+        Row assignments.
 
     Notes
     -----
@@ -548,7 +548,7 @@ def to_rgba(
     alpha: float | Sequence[float] | AnySeries,
 ) -> Sequence[ColorType] | ColorType:
     """
-    Covert hex colors to rgba values.
+    Convert hex colors to rgba values.
 
     Parameters
     ----------
@@ -585,7 +585,7 @@ def no_color(c):
 
     def to_rgba_hex(c: ColorType, a: float) -> str:
         """
-        Conver rgb color to rgba hex value
+        Convert rgb color to rgba hex value
 
         If color c has an alpha channel, then alpha value
         a is ignored
@@ -1230,14 +1230,14 @@ def simple_table(
 
 def no_init(default: T) -> T:
     """
-    Set defaut value of a dataclass field that will not be __init__ed
+    Set default value of a dataclass field that will not be __init__ed
     """
     return field(init=False, default=default)
 
 
 def no_init_mutable(default: T) -> T:
     """
-    Set defaut value of a dataclass field that will not be __init__ed
+    Set default value of a dataclass field that will not be __init__ed
     """
     return field(init=False, default_factory=lambda: deepcopy(default))
 

plotnine/animation.py

@@ -108,7 +108,7 @@ def __draw_plots(
 
         def initialise_artist_offsets(n: int):
             """
-            Initilise artists_offsets arrays to zero
+            Initialise artists_offsets arrays to zero
 
             Parameters
             ----------

plotnine/coords/coord.py

@@ -49,7 +49,7 @@ def setup_data(self, data: list[pd.DataFrame]) -> list[pd.DataFrame]:
         Parameters
         ----------
         data :
-            Data for alls Layer
+            Data for all Layer
 
         Returns
         -------

plotnine/data/__init__.py

@@ -43,7 +43,7 @@
 faithfuld = pd.read_csv(DATA_DIR / "faithfuld.csv")
 faithful = pd.read_csv(DATA_DIR / "faithful.csv")
 
-# For conveniece to the user, we set some columns in these
+# For convenience to the user, we set some columns in these
 # dataframes to categoricals.
 diamonds = pd.read_csv(DATA_DIR / "diamonds.csv")
 midwest = pd.read_csv(DATA_DIR / "midwest.csv")
@@ -288,7 +288,7 @@ def _process_categories():
 (https://www.uaf.edu/cfos/people/faculty/detail/kristen-gorman.php)
 and the [Palmer Station, Antarctica LTER](https://pallter.marine.rutgers.edu/).
 
-Made conveniently availabe by
+Made conveniently available by
 [Alison Horst](https://github.com/allisonhorst/palmerpenguins/) to serve as
 a dataset exploration and visualisation.
 """

plotnine/facets/labelling.py

@@ -94,7 +94,7 @@ def label_context(
     Returns
     -------
     out : str
-        Contatenated label values (or pairs of variable names
+        Concatenated label values (or pairs of variable names
         & values)
     """
     if len(label_info) == 1:

plotnine/facets/layout.py

@@ -51,7 +51,7 @@ def setup(self, layers: Layers, plot: ggplot):
         Create a layout for the panels
 
         The layout is a dataframe that stores all the
-        structual information about the panels that will
+        structural information about the panels that will
         make up the plot. The actual layout depends on
         the type of facet.
 

plotnine/geoms/geom_label.py

@@ -22,7 +22,7 @@
 _params.update(
     {
         # boxstyle is one of
-        #   cirle, larrow, rarrow, round, round4,
+        #   circle, larrow, rarrow, round, round4,
         #   roundtooth, sawtooth, square
         #
         # Documentation at matplotlib.patches.BoxStyle

plotnine/geoms/geom_raster.py

@@ -184,7 +184,7 @@ def draw_panel(
         yidx, xidx = nrow - y_pos - 1, x_pos
 
         # Create and "color" the matrix.
-        # Any gaps left whites (ones) colors pluse zero alpha values
+        # Any gaps left whites (ones) colors plus zero alpha values
         # allows makes it possible to have a "neutral" interpolation
         # into the gaps when intervals are uneven.
         X = np.ones((nrow, ncol, 4))

plotnine/geoms/geom_rect.py

@@ -107,7 +107,7 @@ def _rectangles_to_polygons(df: pd.DataFrame) -> pd.DataFrame:
     """
     Convert rect data to polygons
 
-    Paramters
+    Parameters
     ---------
     df : dataframe
         Dataframe with *xmin*, *xmax*, *ymin* and *ymax* columns,
@@ -128,7 +128,7 @@ def _rectangles_to_polygons(df: pd.DataFrame) -> pd.DataFrame:
     ymax_idx = ~ymin_idx
 
     # There are 2 x and 2 y values for each of xmin, xmax, ymin & ymax
-    # The positions are as layed out in the indexing arrays
+    # The positions are as laid out in the indexing arrays
     # x and y values
     x = np.empty(n * 4)
     y = np.empty(n * 4)

plotnine/geoms/geom_text.py

@@ -186,7 +186,7 @@ def __init__(
         else:
             check_adjust_text()
 
-        # Accomodate the old names
+        # Accommodate the old names
         if mapping and "hjust" in mapping:
             mapping["ha"] = mapping.pop("hjust")
 

plotnine/guides/guide_colorbar.py

@@ -52,7 +52,7 @@ class guide_colorbar(guide):
 
     alpha: Optional[float] = None
     """
-    Opacity (in the range `[0, 1]`) of the colorbar. The defualt
+    Opacity (in the range `[0, 1]`) of the colorbar. The default
     `None`, is to use the opacity of the plot.
     """
 
@@ -284,7 +284,7 @@ def add_gradient_colorbar(
     if len(colors) == 1:
         colors = [colors[0], colors[0]]
 
-    # Number of horizontal egdes(breaks) in the grid
+    # Number of horizontal edges(breaks) in the grid
     # No need to create more nbreak than colors, provided
     # no. of colors = no. of breaks = no. of cmap colors
     # the shading does a perfect interpolation

plotnine/guides/guide_legend.py

@@ -150,7 +150,7 @@ def create_geoms(self):
         will be used in the call to geom.
         """
         # A layer either contributes to the guide, or it does not. The
-        # guide entries may be ploted in the layers
+        # guide entries may be plotted in the layers
         for l in self.plot_layers:
             exclude = set()
             if isinstance(l.show_legend, dict):

plotnine/iapi.py

@@ -41,7 +41,7 @@ class scale_view:
     scale: scale
     aesthetics: list[ScaledAestheticsName]
     name: Optional[str]
-    # Trainned limits of the scale
+    # Trained limits of the scale
     limits: ScaleLimits
     # Physical size of scale, including expansions
     range: CoordRange
@@ -53,7 +53,7 @@ class scale_view:
 @dataclass
 class range_view:
     """
-    Range information after trainning
+    Range information after training
     """
 
     range: TupleFloat2