diff --git a/examples/gallery/apis/stocks_mpl.ipynb b/examples/gallery/apis/stocks_mpl.ipynb
index 9680168b06..3ff8b27a58 100644
--- a/examples/gallery/apis/stocks_mpl.ipynb
+++ b/examples/gallery/apis/stocks_mpl.ipynb
@@ -8,7 +8,6 @@
    "source": [
     "import panel as pn\n",
     "import pandas as pd\n",
-    "import matplotlib\n",
     "from matplotlib.figure import Figure\n",
     "# not needed for mpl >= 3.1\n",
     "from matplotlib.backends.backend_agg import FigureCanvas\n",
@@ -45,7 +44,7 @@
     "def get_plot(ticker, window_size):\n",
     "    fig = Figure(figsize=(10, 6))\n",
     "    ax = fig.subplots()\n",
-    "    cv = FigureCanvas(fig)  # not needed for mpl >= 3.1\n",
+    "    FigureCanvas(fig)  # not needed for mpl >= 3.1\n",
     "    df = get_df(ticker, window_size)\n",
     "    df.plot.line('date', 'close', ax=ax)\n",
     "    return fig"
@@ -96,7 +95,7 @@
     "def get_plot(ticker, window_size):\n",
     "    fig = Figure(figsize=(10, 6))\n",
     "    ax = fig.subplots()\n",
-    "    cv = FigureCanvas(fig)  # not needed for mpl >= 3.1\n",
+    "    FigureCanvas(fig)  # not needed for mpl >= 3.1\n",
     "    df = get_df(ticker, window_size)\n",
     "    df.plot.line('date', 'close', ax=ax)\n",
     "    return fig\n",
diff --git a/examples/gallery/layout/distribution_tabs.ipynb b/examples/gallery/layout/distribution_tabs.ipynb
index 1c53635df7..15851c87e0 100644
--- a/examples/gallery/layout/distribution_tabs.ipynb
+++ b/examples/gallery/layout/distribution_tabs.ipynb
@@ -8,7 +8,6 @@
    "source": [
     "import panel as pn\n",
     "import numpy as np\n",
-    "import pandas as pd\n",
     "import holoviews as hv\n",
     "\n",
     "pn.extension()"
diff --git a/examples/gallery/links/plotly_link.ipynb b/examples/gallery/links/plotly_link.ipynb
index 9f98249d55..41fd5a327a 100644
--- a/examples/gallery/links/plotly_link.ipynb
+++ b/examples/gallery/links/plotly_link.ipynb
@@ -25,8 +25,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import numpy as np\n",
-    "\n",
     "xs, ys = np.mgrid[-3:3:0.2, -3:3:0.2]\n",
     "contour = dict(ncontours=4, type='contour', z=np.sin(xs**2*ys**2))\n",
     "layout = {'width': 600, 'height': 500, 'margin': {'l': 8, 'b': 8, 'r': 8, 't': 8}}\n",
diff --git a/examples/gallery/param/reactive_plots.ipynb b/examples/gallery/param/reactive_plots.ipynb
index f92e206ba1..c1c24ebc0c 100644
--- a/examples/gallery/param/reactive_plots.ipynb
+++ b/examples/gallery/param/reactive_plots.ipynb
@@ -16,7 +16,6 @@
     "import hvplot.pandas\n",
     "import param\n",
     "import panel as pn\n",
-    "import pandas as pd\n",
     "\n",
     "from bokeh.sampledata.iris import flowers\n",
     "\n",
diff --git a/examples/gallery/param/reactive_tables.ipynb b/examples/gallery/param/reactive_tables.ipynb
index a3e2855710..5080fb96b2 100644
--- a/examples/gallery/param/reactive_tables.ipynb
+++ b/examples/gallery/param/reactive_tables.ipynb
@@ -8,7 +8,6 @@
    "source": [
     "import param\n",
     "import panel as pn\n",
-    "import pandas as pd\n",
     "\n",
     "from bokeh.sampledata.iris import flowers\n",
     "from bokeh.sampledata.autompg import autompg_clean\n",
diff --git a/examples/gallery/simple/iris_kmeans.ipynb b/examples/gallery/simple/iris_kmeans.ipynb
index fa97852a17..299726ec84 100644
--- a/examples/gallery/simple/iris_kmeans.ipynb
+++ b/examples/gallery/simple/iris_kmeans.ipynb
@@ -6,7 +6,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import numpy as np\n",
     "import panel as pn\n",
     "import hvplot.pandas\n",
     "\n",
diff --git a/examples/reference/layouts/GridSpec.ipynb b/examples/reference/layouts/GridSpec.ipynb
index 59e10645c7..4f1e353bd5 100644
--- a/examples/reference/layouts/GridSpec.ipynb
+++ b/examples/reference/layouts/GridSpec.ipynb
@@ -117,7 +117,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import numpy as np\n",
     "import holoviews as hv\n",
     "import holoviews.plotting.bokeh\n",
     "\n",
diff --git a/examples/user_guide/Components.ipynb b/examples/user_guide/Components.ipynb
index af7d904a32..857d2403dd 100644
--- a/examples/user_guide/Components.ipynb
+++ b/examples/user_guide/Components.ipynb
@@ -318,7 +318,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import numpy as np\n",
     "import holoviews as hv\n",
     "import holoviews.plotting.bokeh\n",
     "\n",
diff --git a/examples/user_guide/Links.ipynb b/examples/user_guide/Links.ipynb
index 21d809e298..e67062f03a 100644
--- a/examples/user_guide/Links.ipynb
+++ b/examples/user_guide/Links.ipynb
@@ -28,7 +28,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import param\n",
     "import numpy as np\n",
     "import panel as pn\n",
     "pn.extension()"
diff --git a/examples/user_guide/Pipelines.ipynb b/examples/user_guide/Pipelines.ipynb
index 51c0d6443b..5cfb34e03e 100644
--- a/examples/user_guide/Pipelines.ipynb
+++ b/examples/user_guide/Pipelines.ipynb
@@ -8,7 +8,6 @@
    "source": [
     "import param\n",
     "import panel as pn\n",
-    "import holoviews as hv\n",
     "\n",
     "pn.extension('katex')"
    ]