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getting-started/dw-pair-conversion.ipynb

@@ -188,7 +188,7 @@
     "td = oc.TimeDriver()\n",
     "td.drive(system, t=0.2e-9, n=200, verbose=2)\n",
     "\n",
-    "system.m.orientation.z.sel('z').mpl.scalar()"
+    "system.m.orientation.z.sel(\"z\").mpl.scalar()"
    ]
   },
   {
@@ -217,7 +217,7 @@
    },
    "outputs": [],
    "source": [
-    "import micromagneticdata as mdata "
+    "import micromagneticdata as mdata"
    ]
   },
   {
@@ -239,7 +239,7 @@
    },
    "outputs": [],
    "source": [
-    "data = mdata.Data('dw_pair_conversion')"
+    "data = mdata.Data(\"dw_pair_conversion\")"
    ]
   },
   {
@@ -419,7 +419,7 @@
     }
    ],
    "source": [
-    "data[0].m0.orientation.sel('z').z.mpl.scalar()"
+    "data[0].m0.orientation.sel(\"z\").z.mpl.scalar()"
    ]
   },
   {
@@ -477,7 +477,7 @@
     }
    ],
    "source": [
-    "data[0][0].orientation.sel('z').z.mpl.scalar()"
+    "data[0][0].orientation.sel(\"z\").z.mpl.scalar()"
    ]
   },
   {
@@ -570,7 +570,7 @@
     }
    ],
    "source": [
-    "time_drive[-1].orientation.sel('z').z.mpl.scalar()"
+    "time_drive[-1].orientation.sel(\"z\").z.mpl.scalar()"
    ]
   },
   {
@@ -1664,7 +1664,7 @@
     }
    ],
    "source": [
-    "time_drive.table.mpl(y=['E'])"
+    "time_drive.table.mpl(y=[\"E\"])"
    ]
   },
   {
@@ -1686,7 +1686,7 @@
     }
    ],
    "source": [
-    "time_drive.table.mpl(y=['mx', 'my', 'mz'])"
+    "time_drive.table.mpl(y=[\"mx\", \"my\", \"mz\"])"
    ]
   },
   {
@@ -1720,9 +1720,9 @@
    ],
    "source": [
     "final_magnetisation = time_drive[-1]\n",
-    "top_charge_last_step = df.tools.topological_charge_density(final_magnetisation.sel('z'))\n",
+    "top_charge_last_step = df.tools.topological_charge_density(final_magnetisation.sel(\"z\"))\n",
     "\n",
-    "top_charge_last_step.mpl.scalar(cmap='Blues')"
+    "top_charge_last_step.mpl.scalar(cmap=\"Blues\")"
    ]
   },
   {
@@ -1743,7 +1743,8 @@
    "outputs": [],
    "source": [
     "def top_charge_plane(m):\n",
-    "    return df.tools.topological_charge_density(m.sel('z'))\n",
+    "    return df.tools.topological_charge_density(m.sel(\"z\"))\n",
+    "\n",
     "\n",
     "top_charge = time_drive.register_callback(top_charge_plane)"
    ]
@@ -1856,7 +1857,7 @@
     "c_min = top_charge_last_step.array.min()\n",
     "c_max = top_charge_last_step.array.max()\n",
     "\n",
-    "top_charge.hv.scalar(kdims=['x', 'y'], clim=(c_min, c_max))"
+    "top_charge.hv.scalar(kdims=[\"x\", \"y\"], clim=(c_min, c_max))"
    ]
   },
   {