diff --git a/mkdocs.yml b/mkdocs.yml
index 71915c6..bac9286 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -9,8 +9,8 @@ site_author: Talbot Knighton
 
 theme:
   name: material
-  logo: assets/logo_white_bg.svg
-  favicon: assets/logo_white_bg.svg
+  logo: assets/logo_pink_white_bg.svg
+  favicon: assets/logo_pink_white_bg.svg
   features:
     # - header.autohide
     - search.suggest
diff --git a/publish.sh b/publish.sh
index c91e08f..483dbd7 100755
--- a/publish.sh
+++ b/publish.sh
@@ -241,7 +241,7 @@ else
     echo "git pull origin main"
     echo "git tag -a $VERSION -m \"Release $VERSION\""
     echo "git push origin $VERSION"
-    echo "mike deploy \"$VERSION_NO_V\" --alias latest --update-aliases --push"
-    echo "mike set-default latest --push"
+    echo "mike deploy \"$VERSION_NO_V\" latest --update-aliases --push --allow-empty"
+    echo "mike set-default latest --push --allow-empty"
     echo "git checkout dev"
 fi
diff --git a/pyproject.toml b/pyproject.toml
index 513b0bb..c236414 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,7 +23,7 @@ dependencies = [
   "streamlit",
 ]
 name = "trendify"
-version = "1.2.6"
+version = "1.2.7"
 requires-python = ">= 3.11"
 authors = [
   { name = "Talbot Knighton", email = "talbotknighton@gmail.com" },
diff --git a/sample_data/models/0/data_product.json b/sample_data/models/0/data_product.json
index caf4833..0246b1f 100644
--- a/sample_data/models/0/data_product.json
+++ b/sample_data/models/0/data_product.json
@@ -1 +1 @@
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diff --git a/sample_data/models/0/results.csv b/sample_data/models/0/results.csv
index c993978..5e2c9ea 100644
--- a/sample_data/models/0/results.csv
+++ b/sample_data/models/0/results.csv
@@ -1,41 +1,44 @@
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diff --git a/sample_data/models/0/stdin.csv b/sample_data/models/0/stdin.csv
index c669cfb..050e382 100644
--- a/sample_data/models/0/stdin.csv
+++ b/sample_data/models/0/stdin.csv
@@ -1,7 +1,7 @@
-n_samples,40.0
+n_samples,43.0
 p0,1.0
 p1,2.0
 p2,3.0
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diff --git a/sample_data/models/1/data_product.json b/sample_data/models/1/data_product.json
index 66382ce..3643c1f 100644
--- a/sample_data/models/1/data_product.json
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diff --git a/sample_data/models/1/stdin.csv b/sample_data/models/1/stdin.csv
index 4b73726..708da17 100644
--- a/sample_data/models/1/stdin.csv
+++ b/sample_data/models/1/stdin.csv
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diff --git a/sample_data/models/2/data_product.json b/sample_data/models/2/data_product.json
index 6763dcc..4f396ab 100644
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diff --git a/sample_data/models/2/results.csv b/sample_data/models/2/results.csv
index b12ddb7..09dfeb7 100644
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diff --git a/sample_data/models/2/stdin.csv b/sample_data/models/2/stdin.csv
index 4e67b93..f460901 100644
--- a/sample_data/models/2/stdin.csv
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diff --git a/sample_data/models/3/data_product.json b/sample_data/models/3/data_product.json
index 2285eee..767d50e 100644
--- a/sample_data/models/3/data_product.json
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diff --git a/sample_data/models/3/stdin.csv b/sample_data/models/3/stdin.csv
index 6abfc92..e627155 100644
--- a/sample_data/models/3/stdin.csv
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diff --git a/sample_data/models/4/data_product.json b/sample_data/models/4/data_product.json
index 4e54609..7ba0050 100644
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diff --git a/sample_data/models/4/stdin.csv b/sample_data/models/4/stdin.csv
index 3d845a0..d387028 100644
--- a/sample_data/models/4/stdin.csv
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diff --git a/sample_data/models/5/data_product.json b/sample_data/models/5/data_product.json
index e6c3f16..6a57909 100644
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diff --git a/sample_data/models/5/results.csv b/sample_data/models/5/results.csv
index 4351790..333ffb6 100644
--- a/sample_data/models/5/results.csv
+++ b/sample_data/models/5/results.csv
@@ -1,45 +1,44 @@
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diff --git a/sample_data/models/5/stdin.csv b/sample_data/models/5/stdin.csv
index d2ad565..ec91a7c 100644
--- a/sample_data/models/5/stdin.csv
+++ b/sample_data/models/5/stdin.csv
@@ -1,7 +1,7 @@
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diff --git a/sample_data/models/6/data_product.json b/sample_data/models/6/data_product.json
index c9498f7..764f174 100644
--- a/sample_data/models/6/data_product.json
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diff --git a/sample_data/models/6/stdin.csv b/sample_data/models/6/stdin.csv
index cd73eea..5f6de8a 100644
--- a/sample_data/models/6/stdin.csv
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diff --git a/sample_data/models/7/data_product.json b/sample_data/models/7/data_product.json
index 2c2e89a..a0c343f 100644
--- a/sample_data/models/7/data_product.json
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diff --git a/sample_data/models/7/stdin.csv b/sample_data/models/7/stdin.csv
index ed19112..58aa5c2 100644
--- a/sample_data/models/7/stdin.csv
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diff --git a/sample_data/models/8/data_product.json b/sample_data/models/8/data_product.json
index 4606095..5153545 100644
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diff --git a/sample_data/models/8/stdin.csv b/sample_data/models/8/stdin.csv
index a8c3334..6c17ff8 100644
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diff --git a/sample_data/models/9/data_product.json b/sample_data/models/9/data_product.json
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\ No newline at end of file
diff --git a/sample_data/models/9/results.csv b/sample_data/models/9/results.csv
index 50d822d..8c662e0 100644
--- a/sample_data/models/9/results.csv
+++ b/sample_data/models/9/results.csv
@@ -1,43 +1,44 @@
 time,wave1,wave2,wave3
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diff --git a/sample_data/models/9/stdin.csv b/sample_data/models/9/stdin.csv
index 83c9e52..f9146f6 100644
--- a/sample_data/models/9/stdin.csv
+++ b/sample_data/models/9/stdin.csv
@@ -1,7 +1,7 @@
-n_samples,42.0
+n_samples,43.0
 p0,1.0
 p1,2.0
 p2,3.0
-a0,0.5843619690718755
-a1,0.7172391195551231
-a2,0.5393470044468874
+a0,1.4210834444416918
+a1,1.0393593801609282
+a2,0.7487722155396462
diff --git a/src/trendify/api/base/pen.py b/src/trendify/api/base/pen.py
index f45709d..dc44fef 100644
--- a/src/trendify/api/base/pen.py
+++ b/src/trendify/api/base/pen.py
@@ -87,6 +87,10 @@ def rgba(self) -> str:
 
         return f"rgba({r}, {g}, {b}, {a})"
 
+    @property
+    def rgb(self) -> str:
+        return ", ".join(self.rgba.split(",")[0:-1]) + ")"
+
     def get_contrast_color(self, background_luminance: float = 1.0) -> str:
         """
         Returns 'white' or 'black' to provide the best contrast against the pen's color,
diff --git a/src/trendify/api/plotting/axline.py b/src/trendify/api/plotting/axline.py
index 83d8c97..e2a7429 100644
--- a/src/trendify/api/plotting/axline.py
+++ b/src/trendify/api/plotting/axline.py
@@ -78,6 +78,16 @@ def add_to_plotly(self, plotly_figure: PlotlyFigure) -> PlotlyFigure:
                     showlegend=False,  # Do not show in the legend
                     opacity=self.pen.alpha if self.pen else None,
                 )
+                plotly_figure.fig.add_annotation(
+                    x=1.0,
+                    y=self.value,
+                    xref="paper",  # Reference to the entire plotting area
+                    yref="y",
+                    text=self.pen.label,
+                    showarrow=False,  # Hide the arrow if not needed
+                    xanchor="left",
+                    yanchor="middle",  # Center the text horizontally with the vline
+                )
             case LineOrientation.VERTICAL:
                 plotly_figure.fig.add_vline(
                     x=self.value,
@@ -93,6 +103,15 @@ def add_to_plotly(self, plotly_figure: PlotlyFigure) -> PlotlyFigure:
                     showlegend=False,  # Do not show in the legend
                     opacity=self.pen.alpha if self.pen else None,
                 )
+                plotly_figure.fig.add_annotation(
+                    x=self.value,
+                    y=1.0,  # Position slightly above the plot area
+                    yref="paper",  # Reference to the entire plotting area
+                    text=self.pen.label,
+                    showarrow=False,  # Hide the arrow if not needed
+                    xanchor="center",  # Center the text horizontally with the vline
+                    yanchor="bottom",
+                )
             case _:
                 logger.error(f"Unrecognized line orientation {self.orientation}")
                 return plotly_figure
diff --git a/src/trendify/api/plotting/histogram.py b/src/trendify/api/plotting/histogram.py
index b2cc9e8..f4e0dbe 100644
--- a/src/trendify/api/plotting/histogram.py
+++ b/src/trendify/api/plotting/histogram.py
@@ -37,6 +37,7 @@ class HistogramStyle(HashableBase):
     alpha_edge: float = 0
     alpha_face: float = 0.3
     linewidth: float = 2
+    zorder: int = 1
     bins: int | list[int] | Tuple[int] | NDArray[Shape["*"], int] | None = None
 
     def as_plot_kwargs(self):
@@ -51,6 +52,7 @@ def as_plot_kwargs(self):
             "label": self.label,
             "histtype": self.histtype,
             "bins": self.bins,
+            "zorder": self.zorder,
         }
 
     @property
@@ -105,6 +107,14 @@ def rgba_edge(self) -> str:
 
         return f"rgba({r}, {g}, {b}, {a})"
 
+    @property
+    def rgb_face(self) -> str:
+        return ", ".join(self.rgba_face.split(",")[0:-1]) + ")"
+
+    @property
+    def rgb_edge(self) -> str:
+        return ", ".join(self.rgba_edge.split(",")[0:-1]) + ")"
+
     def get_face_contrast_color(self, background_luminance: float = 1.0) -> str:
         """
         Returns 'white' or 'black' to provide the best contrast against the pen's color,
@@ -190,7 +200,7 @@ def add_to_plotly(self, plotly_figure: PlotlyFigure):
         )
 
         hovertemplate = (
-            f"<b>{self.style.label if self.style.label else ""}</b><br>"
+            f"<b>{self.style.label if self.style.label else ''}</b><br>"
             "x: %{x}<br>"
             "y: %{y}<br>"
             f"{metadata_html}<extra></extra>"
@@ -208,6 +218,7 @@ def add_to_plotly(self, plotly_figure: PlotlyFigure):
                         width=self.style.linewidth,
                     ),
                 ),
+                zorder=self.style.zorder,
                 nbinsx=self.style.bins if isinstance(self.style.bins, int) else None,
                 legendgroup=legend_key,  # Group histograms with the same label and color
                 hovertemplate=hovertemplate,
diff --git a/src/trendify/api/plotting/plotting.py b/src/trendify/api/plotting/plotting.py
index f6b6985..d5d59e8 100644
--- a/src/trendify/api/plotting/plotting.py
+++ b/src/trendify/api/plotting/plotting.py
@@ -6,10 +6,11 @@
 import warnings
 import logging
 
+import numpy as np
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
 
-from trendify.api.formats.format2d import PlottableData2D
+from trendify.api.formats.format2d import AxisScale, PlottableData2D
 
 try:
     from typing import Self, TYPE_CHECKING
@@ -96,6 +97,7 @@ def apply_format(self, format2d: Format2D):
                         bbox_to_anchor=format2d.legend.bbox_to_anchor,
                         **kwargs,
                     )
+                    leg.set_zorder(level=format2d.legend.zorder)
 
                     if leg is not None and format2d.legend.edgecolor:
                         leg.get_frame().set_edgecolor(format2d.legend.edgecolor)
@@ -215,15 +217,37 @@ def apply_format(self, format2d: Format2D):
             layout_updates["yaxis"] = {"title": format2d.label_y}
 
         # Set axis ranges
+        def _log10(v: float | None):
+            return None if v is None else np.log10(v)
+
         if format2d.lim_x_min is not None or format2d.lim_x_max is not None:
             if "xaxis" not in layout_updates:
                 layout_updates["xaxis"] = {}
-            layout_updates["xaxis"]["range"] = [format2d.lim_x_min, format2d.lim_x_max]
+
+            if format2d.scale_x == AxisScale.LOG:
+                layout_updates["xaxis"]["range"] = [
+                    _log10(format2d.lim_x_min),
+                    _log10(format2d.lim_x_max),
+                ]
+            elif format2d.scale_x == AxisScale.LOG:
+                layout_updates["xaxis"]["range"] = [
+                    format2d.lim_x_min,
+                    format2d.lim_x_max,
+                ]
 
         if format2d.lim_y_min is not None or format2d.lim_y_max is not None:
             if "yaxis" not in layout_updates:
                 layout_updates["yaxis"] = {}
-            layout_updates["yaxis"]["range"] = [format2d.lim_y_min, format2d.lim_y_max]
+            if format2d.scale_y == AxisScale.LOG:
+                layout_updates["yaxis"]["range"] = [
+                    _log10(format2d.lim_y_min),
+                    _log10(format2d.lim_y_max),
+                ]
+            elif format2d.scale_y == AxisScale.LOG:
+                layout_updates["yaxis"]["range"] = [
+                    format2d.lim_y_min,
+                    format2d.lim_y_max,
+                ]
 
         # Set axis scales
         if format2d.scale_x is not None:
diff --git a/src/trendify/api/plotting/point.py b/src/trendify/api/plotting/point.py
index 325577e..1c50486 100644
--- a/src/trendify/api/plotting/point.py
+++ b/src/trendify/api/plotting/point.py
@@ -69,6 +69,7 @@ def add_to_plotly(self, plotly_figure: PlotlyFigure) -> PlotlyFigure:
                     size=self.marker.size if self.marker else None,
                     symbol=self.marker.plotly_symbol if self.marker else None,
                 ),
+                zorder=int(self.marker.zorder) if self.marker else None,
                 legendgroup=legend_key,
                 hovertemplate=hovertemplate,
                 hoverlabel=dict(
diff --git a/src/trendify/api/plotting/trace.py b/src/trendify/api/plotting/trace.py
index b019187..5b90af3 100644
--- a/src/trendify/api/plotting/trace.py
+++ b/src/trendify/api/plotting/trace.py
@@ -171,6 +171,7 @@ def add_to_plotly(self, plotly_figure: PlotlyFigure) -> PlotlyFigure:
                 marker=dict(
                     color=self.pen.rgba if self.pen else None,  # Marker color
                 ),
+                zorder=int(self.pen.zorder),
                 hovertemplate=hovertemplate,
                 hoverlabel=dict(
                     bgcolor=(self.pen.rgba if self.pen else None),
diff --git a/src/trendify/api/styling/legend.py b/src/trendify/api/styling/legend.py
index 0aff191..f1b60e4 100644
--- a/src/trendify/api/styling/legend.py
+++ b/src/trendify/api/styling/legend.py
@@ -74,6 +74,7 @@ class Legend(HashableBase):
     ncol: int = 1
     fancybox: bool = True
     edgecolor: str = "black"
+    zorder: int = 10
     bbox_to_anchor: tuple[float, float] | None = None
 
     def to_kwargs(self):
diff --git a/src/trendify/examples.py b/src/trendify/examples.py
index 841eb9f..c5cfb63 100644
--- a/src/trendify/examples.py
+++ b/src/trendify/examples.py
@@ -169,12 +169,25 @@ def example_data_product_generator(workdir: Path) -> trendify.ProductList:
                 grid=trendify.Grid.from_theme(trendify.GridTheme.MATLAB),
                 scale_x=trendify.AxisScale.LINEAR,
                 scale_y=trendify.AxisScale.LINEAR,
+                legend=trendify.Legend(loc=trendify.LegendLocation.LOWER_CENTER),
             ),
         )
         .append_to_list(products)
         .set_metadata({"run_num": run_num})
         for i, col in enumerate(df.columns)
     ]
+    trendify.AxLine(
+        tags=[("another_xy_plot", "trace_plot")],
+        value=0.5,
+        orientation=trendify.LineOrientation.VERTICAL,
+        pen=trendify.Pen(zorder=11, color="k"),
+    ).append_to_list(products)
+    trendify.AxLine(
+        tags=[("another_xy_plot", "trace_plot")],
+        value=0.45,
+        orientation=trendify.LineOrientation.VERTICAL,
+        pen=trendify.Pen(zorder=9, color="r"),
+    ).append_to_list(products)
 
     traces = [
         trendify.Trace2D.from_xy(
@@ -211,8 +224,10 @@ def example_data_product_generator(workdir: Path) -> trendify.ProductList:
             pen=trendify.Pen(
                 label=col,
                 color=colors[i],
-                linestyle=linestyles[i % len(linestyles)],
+                linestyle="-",
                 alpha=alphas[i],
+                zorder=[1, 1, 2][i],
+                size=5,
             ),
             format2d=trendify.Format2D(
                 legend=trendify.Legend(
@@ -221,6 +236,8 @@ def example_data_product_generator(workdir: Path) -> trendify.ProductList:
                     edgecolor="red",
                     framealpha=1,
                 ),
+                lim_y_min=0.1,
+                lim_y_max=10,
                 grid=trendify.Grid.from_theme(trendify.GridTheme.MATLAB),
                 scale_x=trendify.AxisScale.LOG,
                 scale_y=trendify.AxisScale.LOG,
@@ -230,6 +247,14 @@ def example_data_product_generator(workdir: Path) -> trendify.ProductList:
         .set_metadata({"run_num": run_num})
         for i, col in enumerate(df.columns)
     ]
+    trendify.AxLine(
+        tags=["trace_plot_log_xy"],
+        value=2.5,
+        orientation=trendify.LineOrientation.HORIZONTAL,
+        pen=trendify.Pen(
+            alpha=0.5, color="r", linestyle="-", label="test line", zorder=1
+        ),
+    ).append_to_list(products)
 
     traces = [
         trendify.Trace2D.from_xy(