diff --git a/src/arpes/_typing.py b/src/arpes/_typing.py
index 552b3e8f..2f78e58a 100644
--- a/src/arpes/_typing.py
+++ b/src/arpes/_typing.py
@@ -12,14 +12,7 @@
 from __future__ import annotations
 
 import uuid
-from typing import (
-    TYPE_CHECKING,
-    Literal,
-    Required,
-    TypeAlias,
-    TypedDict,
-    TypeVar,
-)
+from typing import TYPE_CHECKING, Any, Literal, Required, TypeAlias, TypedDict, TypeVar
 
 import xarray as xr
 
@@ -334,6 +327,7 @@ class Spectrometer(AnalyzerInfo, Coordinates, DAQInfo, total=False):
     mstar: float
     dof_type: dict[str, list[str]]
     length: float
+    probe_linewidth: float
 
 
 class ExperimentInfo(
@@ -379,6 +373,70 @@ class QPushButtonArgs(TypedDict, total=False):
 #
 
 
+class Line2DProperty(TypedDict, total=False):
+    agg_filter: Callable[[NDArray[np.float_], int], tuple[NDArray[np.float_], int, int]]
+    alpha: float | None
+    animated: bool
+    antialiased: bool | list[bool]
+    clip_box: BboxBase | None
+    clip_on: bool
+    clip_path: mpl.path.Path | Patch | Transform | None
+    color: ColorType
+    c: ColorType
+    dash_capstyple: CapStyleType
+    dash_joinstyle: JoinStyleType
+    dashes: LineStyleType
+    drawstyle: DrawStyleType
+    ds: DrawStyleType
+    figure: Figure
+    fillstyle: FillStyleType
+    gapcolor: ColorType | None
+    gid: str
+    in_layout: bool
+    label: Any
+    linestyle: LineStyleType
+    ls: LineStyleType
+    marker: MarkerType
+    markeredgecolor: ColorType
+    mec: ColorType
+    markeredgewidth: float
+    mew: ColorType
+    markerfacecloralt: ColorType
+    mfcalt: ColorType
+    markersize: float
+    ms: float
+    markevery: MarkEveryType
+    mouseover: bool
+    path_effects: list[AbstractPathEffect]
+    picker: float | Callable[[Artist, Event], tuple[bool, dict]]
+    pickradius: float
+    rasterized: bool
+    sketch_params: tuple[float, float, float]
+    snap: bool | None
+    solid_capstyle: CapStyleType
+    solid_joinstyle: JoinStyleType
+    url: str
+    visible: bool
+    zorder: float
+
+
+class PolyCollectionProperty(Line2DProperty, total=False):
+    array: ArrayLike | None
+    clim: tuple[float, float]
+    cmap: Colormap | str | None
+    edgecolor: ColorType | list[ColorType]
+    ec: ColorType | list[ColorType]
+    facecolor: ColorType | list[ColorType]
+    fc: ColorType | list[ColorType]
+    hatch: Literal["/", "\\", "|", "-", "+", "x", "o", "O", ".", "*"]
+    norm: Normalize | str | None
+    offset_transform: Transform
+    # offsets: (N, 2) or (2, ) array-likel
+    sizes: NDArray[np.float_] | None
+    transform: Transform
+    urls: list[str] | None
+
+
 class MPLPlotKwargsBasic(TypedDict, total=False):
     """Kwargs for Axes.plot & Axes.fill_between."""
 
diff --git a/src/arpes/endstations/__init__.py b/src/arpes/endstations/__init__.py
index e17baa73..84aa56f6 100644
--- a/src/arpes/endstations/__init__.py
+++ b/src/arpes/endstations/__init__.py
@@ -176,7 +176,7 @@ def is_file_accepted(
 
             return False
         try:
-            _ = cls.find_first_file(int(file))
+            _ = cls.find_first_file(int(file))  # type: ignore[arg-type]
         except ValueError:
             return False
         return True
@@ -382,10 +382,7 @@ def postprocess_final(
             for k, v in self.MERGE_ATTRS.items():
                 a_data.attrs.setdefault(k, v)
 
-        for a_data in ls:
-            a_data = _ensure_coords(a_data, self.ENSURE_COORDS_EXIST)
-
-        for a_data in ls:
+        for a_data in [_ensure_coords(a_data, self.ENSURE_COORDS_EXIST) for a_data in ls]:
             if "chi" in a_data.coords and "chi_offset" not in a_data.attrs:
                 a_data.attrs["chi_offset"] = a_data.coords["chi"].item()
 
diff --git a/src/arpes/endstations/fits_utils.py b/src/arpes/endstations/fits_utils.py
index c9c31d82..f7c11ab9 100644
--- a/src/arpes/endstations/fits_utils.py
+++ b/src/arpes/endstations/fits_utils.py
@@ -136,7 +136,7 @@ def extract_coords(
                 scan_coords[name] = np.linspace(start, end, n, endpoint=True)
 
         else:
-            logger("Loop is tabulated and is region based")
+            logger.debug("Loop is tabulated and is region based")
             name, n = (
                 attrs[f"NM_{loop}_0"],
                 attrs[f"NMPOS_{loop}"],
diff --git a/src/arpes/endstations/nexus_utils.py b/src/arpes/endstations/nexus_utils.py
index d0012ab1..26f06542 100644
--- a/src/arpes/endstations/nexus_utils.py
+++ b/src/arpes/endstations/nexus_utils.py
@@ -17,7 +17,7 @@
 
     import xarray as xr
 
-__all__ = ["read_data_attributes_from"]
+__all__ = ("read_data_attributes_from",)
 
 LOGLEVELS = (DEBUG, INFO)
 LOGLEVEL = LOGLEVELS[1]
diff --git a/src/arpes/plotting/basic_tools/__init__.py b/src/arpes/plotting/basic_tools/__init__.py
index 7db031ee..e646f33a 100644
--- a/src/arpes/plotting/basic_tools/__init__.py
+++ b/src/arpes/plotting/basic_tools/__init__.py
@@ -90,7 +90,7 @@ def __init__(self) -> None:
     def layout(self) -> QGridLayout:
         return self.main_layout
 
-    def set_data(self, data: XrTypes) -> None:
+    def set_data(self, data: xr.DataArray) -> None:
         self.data = normalize_to_spectrum(data)
 
     def transpose_to_front(self, dim: Hashable) -> None:
diff --git a/src/arpes/plotting/stack_plot.py b/src/arpes/plotting/stack_plot.py
index c1bb1109..836c7636 100644
--- a/src/arpes/plotting/stack_plot.py
+++ b/src/arpes/plotting/stack_plot.py
@@ -7,7 +7,7 @@
 
 import contextlib
 from logging import DEBUG, INFO, Formatter, StreamHandler, getLogger
-from typing import TYPE_CHECKING, Literal, Unpack, reveal_type
+from typing import TYPE_CHECKING, Literal, Unpack
 
 import matplotlib as mpl
 import matplotlib.colorbar
@@ -69,9 +69,7 @@ def offset_scatter_plot(
     data: xr.Dataset,
     name_to_plot: str = "",
     stack_axis: str = "",
-    cbarmap: (
-        tuple[Callable[..., colorbar.Colorbar], Callable[..., Callable[..., ColorType]]] | None
-    ) = None,
+    cbarmap: tuple[colorbar.Colorbar, Callable[..., ColorType]] | None = None,
     ax: Axes | None = None,
     out: str | Path = "",
     scale_coordinate: float = 0.5,
@@ -135,6 +133,8 @@ def offset_scatter_plot(
     skip_colorbar = True
     if cbarmap is None:
         skip_colorbar = False
+        cbar: colorbar.Colorbar | Callable[..., colorbar.Colorbar]
+        cmap: Colormap
         try:
             cbar, cmap = colorbarmaps_for_axis[stack_axis]
         except KeyError:
diff --git a/src/arpes/plotting/utils.py b/src/arpes/plotting/utils.py
index e4b557dc..e9a49ec0 100644
--- a/src/arpes/plotting/utils.py
+++ b/src/arpes/plotting/utils.py
@@ -15,7 +15,7 @@
 from datetime import UTC
 from logging import DEBUG, INFO, Formatter, StreamHandler, getLogger
 from pathlib import Path
-from typing import TYPE_CHECKING, Any, Literal, Unpack, reveal_type
+from typing import TYPE_CHECKING, Any, Literal, Unpack
 
 import matplotlib as mpl
 import matplotlib.pyplot as plt
@@ -698,11 +698,11 @@ def imshow_mask(
 
 
 def imshow_arr(
-    arr: XrTypes,
+    arr: xr.DataArray,
     ax: Axes | None = None,
     over: AxesImage | None = None,
     **kwargs: Unpack[IMshowParam],
-) -> tuple[Figure, Axes]:
+) -> tuple[Figure, AxesImage]:
     """Similar to plt.imshow but users different default origin, and sets appropriate extents.
 
     Args:
@@ -729,7 +729,7 @@ def imshow_arr(
         "extent": (y[0], y[-1], x[0], x[-1]),
     }
     for k, v in default_kwargs.items():
-        kwargs.setdefault(str(k), v)
+        kwargs.setdefault(k, v)  # type: ignore[misc]
     if over is None:
         if kwargs["alpha"] != 1:
             if isinstance(kwargs["cmap"], str):
@@ -755,8 +755,6 @@ def imshow_arr(
         kwargs["aspect"] = ax.get_aspect()
         quad = ax.imshow(
             arr.values,
-            extent=over.get_extent(),
-            aspect=ax.get_aspect(),
             **kwargs,
         )
 
@@ -841,7 +839,7 @@ def inset_cut_locator(
 
     n = 200
 
-    def resolve(name: str, value: slice | int) -> NDArray[np.float_]:
+    def resolve(name: Hashable, value: slice | int) -> NDArray[np.float_]:
         if isinstance(value, slice):
             low = value.start
             high = value.stop
@@ -881,13 +879,13 @@ def resolve(name: str, value: slice | int) -> NDArray[np.float_]:
         pass
 
 
-def generic_colormap(low: float, high: float) -> Callable[..., RGBAColorType]:
+def generic_colormap(low: float, high: float) -> Callable[..., ColorType]:
     """Generates a colormap from the cm.Blues palette, suitable for most purposes."""
     delta = high - low
     low = low - delta / 6
     high = high + delta / 6
 
-    def get_color(value: float) -> RGBAColorType:
+    def get_color(value: float) -> ColorType:
         return mpl.colormaps.get_cmap("Blues")(
             float((value - low) / (high - low)),
         )
@@ -898,10 +896,10 @@ def get_color(value: float) -> RGBAColorType:
 def phase_angle_colormap(
     low: float = 0,
     high: float = np.pi * 2,
-) -> Callable[[float], RGBAColorType]:
+) -> Callable[[float], ColorType]:
     """Generates a colormap suitable for angular data or data on a unit circle like a phase."""
 
-    def get_color(value: float) -> RGBAColorType:
+    def get_color(value: float) -> ColorType:
         return mpl.colormaps.get_cmap("twilight_shifted")(float((value - low) / (high - low)))
 
     return get_color
@@ -910,10 +908,10 @@ def get_color(value: float) -> RGBAColorType:
 def delay_colormap(
     low: float = -1,
     high: float = 1,
-) -> Callable[[float], RGBAColorType]:
+) -> Callable[[float], ColorType]:
     """Generates a colormap suitable for pump-probe delay data."""
 
-    def get_color(value: float) -> RGBAColorType:
+    def get_color(value: float) -> ColorType:
         return mpl.colormaps.get_cmap("coolwarm")(
             float((value - low) / (high - low)),
         )
@@ -925,10 +923,10 @@ def temperature_colormap(
     low: float = 0,
     high: float = 300,
     cmap: Colormap = mpl.colormaps["Blues_r"],
-) -> Callable[[float], RGBAColorType]:
+) -> Callable[[float], ColorType]:
     """Generates a colormap suitable for temperature data with fixed extent."""
 
-    def get_color(value: float) -> RGBAColorType:
+    def get_color(value: float) -> ColorType:
         return cmap(float((value - low) / (high - low)))
 
     return get_color
@@ -937,10 +935,10 @@ def get_color(value: float) -> RGBAColorType:
 def temperature_colormap_around(
     central: float,
     region: float = 50,
-) -> Callable[[float], RGBAColorType]:
+) -> Callable[[float], ColorType]:
     """Generates a colormap suitable for temperature data around a central value."""
 
-    def get_color(value: float) -> RGBAColorType:
+    def get_color(value: float) -> ColorType:
         return mpl.colormaps.get_cmap("RdBu_r")(float((value - central) / region))
 
     return get_color
@@ -1103,10 +1101,13 @@ def remove_colorbars(fig: Figure | None = None) -> None:
     """
     # TODO: after colorbar removal, plots should be relaxed/rescaled to occupy space previously
     # allocated to colorbars for now, can follow this with plt.tight_layout()
+    COLORBAR_ASPECT_RATIO = 20
     try:
         if fig is not None:
             for ax in fig.axes:
-                if ax.get_aspect() >= 20:  # a bit of a hack
+                aspect_ragio = ax.get_aspect()
+                assert isinstance(aspect_ragio, float)
+                if aspect_ragio >= COLORBAR_ASPECT_RATIO:
                     ax.remove()
         else:
             remove_colorbars(plt.gcf())
@@ -1190,7 +1191,7 @@ def __init__(
         size: float = 1,
         extent: float = 0.03,
         label: str = "",
-        loc: int = 2,
+        loc: str = "uppder left",
         ax: Axes | None = None,
         pad: float = 0.4,
         borderpad: float = 0.5,
@@ -1343,7 +1344,11 @@ def extract(for_data: XrTypes) -> dict[str, Any]:
         )
 
     with Path(provenance_path).open("w") as f:
-        json.dump(provenance_context, f, indent=2)
+        json.dump(
+            provenance_context,
+            f,
+            indent=2,
+        )
     plt.savefig(full_path, dpi=dpi, **kwargs)
 
 
diff --git a/src/arpes/utilities/xarray.py b/src/arpes/utilities/xarray.py
index 8265a2df..a7cf0264 100644
--- a/src/arpes/utilities/xarray.py
+++ b/src/arpes/utilities/xarray.py
@@ -122,12 +122,12 @@ def g(
         """[TODO:summary].
 
         Args:
-            arr (xr.DataArray): [TODO:description]
+            arr (xr.DataArray): ARPES Data
             *args: Pass to function f
             **kwargs: Pass to function f
 
         Returns:
-            [TODO:description]
+            xr.DataArray
         """
         return xr.DataArray(
             arr.values,