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  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
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   "source": [
    "### First create the erddapy object\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [],
   "source": [
    "from erddapy import ERDDAP\n",
    "\n",
    "server = \"https://ferret.pmel.noaa.gov/pmel/erddap\"\n",
    "e = ERDDAP(server=server, protocol=\"tabledap\")\n",
    "\n",
    "e.dataset_id = \"sd1060_hurricane_2021\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
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   "outputs": [],
   "source": [
    "e.variables = [\n",
    "    \"trajectory\",\n",
    "    \"latitude\",\n",
    "    \"longitude\",\n",
    "    \"TEMP_SBE37_MEAN\",\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [],
   "source": [
    "df = e.to_pandas()\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [],
   "source": [
    "import cartopy.crs as ccrs\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(9, 9), subplot_kw={\"projection\": ccrs.PlateCarree()})\n",
    "\n",
    "subset = 100\n",
    "\n",
    "cs = ax.scatter(\n",
    "    df[\"longitude (degrees_east)\"][::subset],\n",
    "    df[\"latitude (degrees_north)\"][::subset],\n",
    "    s=20,\n",
    "    c=df[\"TEMP_SBE37_MEAN (degree_C)\"][::subset],\n",
    ")\n",
    "\n",
    "ax.coastlines(\"10m\")\n",
    "\n",
    "plt.colorbar(cs)"
   ]
  }
 ],
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