diff --git a/notebooks/introduction.ipynb b/notebooks/introduction.ipynb
index 7e02ab5..c657168 100644
--- a/notebooks/introduction.ipynb
+++ b/notebooks/introduction.ipynb
@@ -110,6 +110,7 @@
     "import os\n",
     "import sys\n",
     "import pwd\n",
+    "import yaml\n",
     "from pathlib import Path\n",
     "\n",
     "username = pwd.getpwuid(os.getuid())[0]\n",
@@ -142,6 +143,7 @@
     "import bokeh.io\n",
     "import schedview\n",
     "import erfa\n",
+    "from lsst.resources import ResourcePath\n",
     "import uranography.api\n",
     "import rubin_sim\n",
     "import rubin_scheduler\n",
@@ -152,7 +154,7 @@
     "from rubin_scheduler.scheduler.model_observatory.model_observatory import (\n",
     "    ModelObservatory,\n",
     ")\n",
-    "from IPython.display import HTML, display, Markdown, HTML"
+    "from IPython.display import HTML, display, Markdown"
    ]
   },
   {
@@ -219,24 +221,6 @@
     "bokeh.io.output_notebook()"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "ad4ad7ca-c015-4cb0-93b1-e07aaef57f2a",
-   "metadata": {},
-   "source": [
-    "#### Support display of `matplotlib` plots"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "b1d4ecd5-b26b-439d-ad51-4d2d78630221",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%matplotlib inline"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "cbc242c2-dfab-4567-81d2-ef3e247204b3",
@@ -625,6 +609,78 @@
     ")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "e9b33f60-5fa5-4040-818d-d365a09686e6",
+   "metadata": {},
+   "source": [
+    "### Reading from a simulation archive"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "232d1868-9965-42ef-ab5d-1411a8b6efad",
+   "metadata": {},
+   "source": [
+    "Set the simulation we want:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e3e5cb0d-c76a-4cf9-af5b-7def24b23936",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "sim_date = \"2024-11-21\"\n",
+    "sim_index = 1"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c87cb1da-5642-4465-b296-32e0d0cc0c12",
+   "metadata": {},
+   "source": [
+    "Find the resource path in the archive we want:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "eebe8bec-ee74-4660-9902-54b8de7f2375",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "archive_uri = \"s3://rubin:rubin-scheduler-prenight/opsim/\"\n",
+    "os.environ[\"LSST_DISABLE_BUCKET_VALIDATION\"] = \"1\"\n",
+    "os.environ[\"S3_ENDPOINT_URL\"] = \"https://s3dfrgw.slac.stanford.edu/\"\n",
+    "sim_archive_rp = (\n",
+    "    ResourcePath(archive_uri)\n",
+    "    .join(sim_date, forceDirectory=True)\n",
+    "    .join(f\"{sim_index}\", forceDirectory=True)\n",
+    ")\n",
+    "sim_archive_metadata = yaml.safe_load(\n",
+    "    sim_archive_rp.join(\"sim_metadata.yaml\").read().decode()\n",
+    ")\n",
+    "sim_rp = sim_archive_rp.join(sim_archive_metadata[\"files\"][\"observations\"][\"name\"])\n",
+    "sim_rp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3c49e053-ced0-4e1c-8aed-408932658c11",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "visits = schedview.collect.opsim.read_opsim(\n",
+    "    opsim_uri=sim_rp,\n",
+    "    start_time=astropy.time.Time(\"2024-11-21 12:00:00Z\"),\n",
+    "    end_time=astropy.time.Time(\"2024-11-22 12:00:00Z\"),\n",
+    "    stackers=schedview.collect.visits.NIGHT_STACKERS,\n",
+    ")"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "646ccf7e-deb1-4015-8a79-c7f0ec580738",