diff --git a/docs/user_guide/elements/blocks.ipynb b/docs/user_guide/elements/blocks.ipynb
index cfe4284e..76cdb9a8 100644
--- a/docs/user_guide/elements/blocks.ipynb
+++ b/docs/user_guide/elements/blocks.ipynb
@@ -195,7 +195,7 @@
    "source": [
     "ax = blocks.plot(edgecolor=\"white\", linewidth=0.5, figsize=(8, 8))\n",
     "buildings.plot(ax=ax, color=\"white\", alpha=0.5)\n",
-    "ax.set_axis_off()\n"
+    "ax.set_axis_off()"
    ]
   },
   {
@@ -347,7 +347,7 @@
    "source": [
     "ax = blocks.plot(edgecolor=\"white\", linewidth=0.5, figsize=(8, 8))\n",
     "buildings.plot(ax=ax, color=\"white\", alpha=0.5)\n",
-    "ax.set_axis_off()\n"
+    "ax.set_axis_off()"
    ]
   },
   {
@@ -416,7 +416,7 @@
     "ax = tessellation.plot(edgecolor=\"white\", linewidth=0.2, figsize=(8, 8))\n",
     "buildings.plot(ax=ax, color=\"white\", alpha=0.5)\n",
     "snapped.plot(ax=ax, color=\"black\")\n",
-    "ax.set_axis_off()\n"
+    "ax.set_axis_off()"
    ]
   },
   {
@@ -486,7 +486,7 @@
    "source": [
     "ax = blocks.plot(edgecolor=\"white\", linewidth=0.5, figsize=(8, 8))\n",
     "buildings.plot(ax=ax, color=\"white\", alpha=0.5)\n",
-    "ax.set_axis_off()\n"
+    "ax.set_axis_off()"
    ]
   }
  ],
diff --git a/docs/user_guide/elements/enclosed.ipynb b/docs/user_guide/elements/enclosed.ipynb
index 5997291f..d5ad8da8 100644
--- a/docs/user_guide/elements/enclosed.ipynb
+++ b/docs/user_guide/elements/enclosed.ipynb
@@ -581,10 +581,7 @@
    "source": [
     "import osmnx as ox\n",
     "\n",
-    "\n",
-    "gdf = ox.features_from_place(\n",
-    "    \"Kahla, Germany\", tags={\"building\": True}\n",
-    ")\n",
+    "gdf = ox.features_from_place(\"Kahla, Germany\", tags={\"building\": True})\n",
     "buildings = ox.projection.project_gdf(gdf)\n",
     "\n",
     "streets_graph = ox.graph_from_place(\"Kahla, Germany\", network_type=\"drive\")\n",
diff --git a/docs/user_guide/elements/tessellation.ipynb b/docs/user_guide/elements/tessellation.ipynb
index dc8534bc..ac25644d 100644
--- a/docs/user_guide/elements/tessellation.ipynb
+++ b/docs/user_guide/elements/tessellation.ipynb
@@ -74,7 +74,7 @@
    ],
    "source": [
     "ax = buildings.plot(figsize=(8, 8))\n",
-    "ax.set_axis_off()\n"
+    "ax.set_axis_off()"
    ]
   },
   {
@@ -297,9 +297,7 @@
    "source": [
     "import osmnx as ox\n",
     "\n",
-    "gdf = ox.features_from_place(\n",
-    "    \"Kahla, Germany\", tags={\"building\": True}\n",
-    ")\n",
+    "gdf = ox.features_from_place(\"Kahla, Germany\", tags={\"building\": True})\n",
     "gdf_projected = ox.projection.project_gdf(gdf)"
    ]
   },
diff --git a/docs/user_guide/graph/centrality.ipynb b/docs/user_guide/graph/centrality.ipynb
index 4d0d8ea3..ad5b0435 100644
--- a/docs/user_guide/graph/centrality.ipynb
+++ b/docs/user_guide/graph/centrality.ipynb
@@ -231,7 +231,7 @@
     "    scheme=\"quantiles\",\n",
     "    k=15,\n",
     "    alpha=0.6,\n",
-    "    figsize=(15, 15)\n",
+    "    figsize=(15, 15),\n",
     ")\n",
     "ax.set_axis_off()\n",
     "_ = ax.set_title(\"closeness400\")"
@@ -298,7 +298,7 @@
     "    scheme=\"quantiles\",\n",
     "    k=15,\n",
     "    alpha=0.6,\n",
-    "    figsize=(15, 15)\n",
+    "    figsize=(15, 15),\n",
     ")\n",
     "ax.set_axis_off()\n",
     "_ = ax.set_title(\"closeness_global\")"
@@ -370,7 +370,7 @@
     "    scheme=\"quantiles\",\n",
     "    k=7,\n",
     "    alpha=0.6,\n",
-    "    figsize=(15, 15)\n",
+    "    figsize=(15, 15),\n",
     ")\n",
     "ax.set_axis_off()\n",
     "_ = ax.set_title(\"betweenness_metric_n\")"
@@ -436,7 +436,7 @@
     "    cmap=\"Spectral_r\",\n",
     "    scheme=\"quantiles\",\n",
     "    alpha=0.6,\n",
-    "    figsize=(15, 15)\n",
+    "    figsize=(15, 15),\n",
     ")\n",
     "ax.set_axis_off()\n",
     "_ = ax.set_title(\"betweennes edge based\")"
diff --git a/docs/user_guide/graph/convert.ipynb b/docs/user_guide/graph/convert.ipynb
index da27810d..7c795ee1 100644
--- a/docs/user_guide/graph/convert.ipynb
+++ b/docs/user_guide/graph/convert.ipynb
@@ -306,7 +306,7 @@
     "    cmap=\"tab20b\",\n",
     "    markersize=(nodes[\"degree\"] * 100),\n",
     "    zorder=2,\n",
-    "    figsize=(8, 8)\n",
+    "    figsize=(8, 8),\n",
     ")\n",
     "edges.plot(ax=ax, color=\"lightgrey\", zorder=1)\n",
     "ax.set_axis_off()"
diff --git a/docs/user_guide/graph/network.ipynb b/docs/user_guide/graph/network.ipynb
index e9afdfce..e1282ae9 100644
--- a/docs/user_guide/graph/network.ipynb
+++ b/docs/user_guide/graph/network.ipynb
@@ -414,7 +414,7 @@
     "    alpha=0.5,\n",
     "    zorder=2,\n",
     "    scheme=\"quantiles\",\n",
-    "    figsize=(8, 8)\n",
+    "    figsize=(8, 8),\n",
     ")\n",
     "streets.plot(ax=ax, color=\"lightgrey\", alpha=0.5, zorder=1)\n",
     "ax.set_axis_off()"
diff --git a/docs/user_guide/simple/dimension.ipynb b/docs/user_guide/simple/dimension.ipynb
index 9fe24b54..d0bcfa1a 100644
--- a/docs/user_guide/simple/dimension.ipynb
+++ b/docs/user_guide/simple/dimension.ipynb
@@ -307,7 +307,7 @@
     "    scheme=\"quantiles\",\n",
     "    k=10,\n",
     "    cmap=\"Greens\",\n",
-    "    figsize=(8, 8)\n",
+    "    figsize=(8, 8),\n",
     ")\n",
     "ax.set_axis_off()"
    ]
diff --git a/docs/user_guide/simple/shape.ipynb b/docs/user_guide/simple/shape.ipynb
index 05ee13dd..07eb00df 100644
--- a/docs/user_guide/simple/shape.ipynb
+++ b/docs/user_guide/simple/shape.ipynb
@@ -22,7 +22,6 @@
    },
    "outputs": [],
    "source": [
-    "import matplotlib.pyplot as plt\n",
     "import momepy\n",
     "import numpy as np"
    ]
@@ -575,7 +574,7 @@
     "    cmap=\"coolwarm_r\",\n",
     "    scheme=\"quantiles\",\n",
     "    k=4,\n",
-    "    figsize=(8, 8)\n",
+    "    figsize=(8, 8),\n",
     ")\n",
     "buildings.plot(ax=ax, color=\"lightgrey\")\n",
     "ax.set_axis_off()"
diff --git a/docs/user_guide/weights/diversity.ipynb b/docs/user_guide/weights/diversity.ipynb
index 9b25ad0f..33188cfd 100644
--- a/docs/user_guide/weights/diversity.ipynb
+++ b/docs/user_guide/weights/diversity.ipynb
@@ -293,7 +293,7 @@
     "    k=10,\n",
     "    legend=True,\n",
     "    cmap=\"plasma\",\n",
-    "    figsize=(8, 8)\n",
+    "    figsize=(8, 8),\n",
     ")\n",
     "buildings.plot(ax=ax, color=\"white\", alpha=0.4)\n",
     "ax.set_axis_off()"
diff --git a/docs/user_guide/weights/examples.ipynb b/docs/user_guide/weights/examples.ipynb
index a81bd514..a9e016fd 100644
--- a/docs/user_guide/weights/examples.ipynb
+++ b/docs/user_guide/weights/examples.ipynb
@@ -599,9 +599,7 @@
     "].reset_index(drop=True)\n",
     "\n",
     "limit = momepy.buffered_limit(buildings)\n",
-    "tessellation = momepy.morphological_tessellation(\n",
-    "    buildings, clip=limit\n",
-    ")"
+    "tessellation = momepy.morphological_tessellation(buildings, clip=limit)"
    ]
   },
   {