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  {
   "cell_type": "markdown",
   "id": "0f22d444-d81e-4723-a365-1f801d0e93ef",
   "metadata": {},
   "source": [
    "# Agent-based Transportaion Model (Washington DC)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b699c899-cc00-45ee-8fdf-d25c27d6cf8d",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyrosm import OSM, get_data\n",
    "\n",
    "region = \"district-of-columbia\"\n",
    "fp = get_data(region)\n",
    "osm = OSM(fp)\n",
    "osm.keep_node_info = True\n",
    "network = osm.get_network(\n",
    "    \"all\",\n",
    "    extra_attributes=[\n",
    "        \"lanes:forward\",\n",
    "        \"lanes:backward\",\n",
    "        \"cycleway:left\",\n",
    "        \"cycleway:right\",\n",
    "    ],\n",
    "    nodes=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6303a366-9570-4edb-8368-5c3b9f90e570",
   "metadata": {},
   "outputs": [],
   "source": [
    "network[0].head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b1c26ef-74ad-46d0-897b-18af0e2cabf5",
   "metadata": {},
   "outputs": [],
   "source": [
    "network[1].head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f86f9b5b-4cd4-4304-bcb9-5b07e85fb060",
   "metadata": {},
   "outputs": [],
   "source": [
    "graph = osm.to_graph(network[0], network[1], \"networkx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "791a5229-6299-4a29-b723-2f447a6e5393",
   "metadata": {},
   "outputs": [],
   "source": [
    "graph.nodes[1391829849]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2051fc62-b5c8-4b9c-889b-295920efc649",
   "metadata": {},
   "outputs": [],
   "source": [
    "graph.edges[(1391829849, 281072, 0)]"
   ]
  }
 ],
 "metadata": {
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   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
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   "pygments_lexer": "ipython3",
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