test.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "import spacy\n",
    "from spacy import displacy\n",
    "\n",
    "# model_path = \"models/lg/training/model-best\"\n",
    "model_path = \"models/sm/training/model-best\"\n",
    "\n",
    "nlp = spacy.load(model_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CO John SMITH (Recipient)\n",
      "123 (AddressNumber)\n",
      "E (StreetNamePreDirectional)\n",
      "St elias (StreetName)\n",
      "stree (StreetNamePostType)\n",
      "S (StreetNamePostDirectional)\n",
      "Oklahoma City (PlaceName)\n",
      "OK (StateName)\n",
      "99507-1234 (ZipCode)\n"
     ]
    }
   ],
   "source": [
    "import spacy\n",
    "\n",
    "nlp = spacy.load(model_path)\n",
    "doc = nlp(\"CO John SMITH, 123 E St elias stree S,   Oklahoma City, OK 99507-1234\")\n",
    "for ent in doc.ents:\n",
    "    print(f\"{ent.text} ({ent.label_})\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    123\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">AddressNumber</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    main\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    st\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetNamePostType</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    san francisco\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">PlaceName</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    ca\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StateName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    94105\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">ZipCode</span>\n",
       "</mark>\n",
       "</div></span>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    123\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">AddressNumber</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    main\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    stree\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetNamePostType</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    san francisco\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">PlaceName</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    ca\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StateName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    94105\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">ZipCode</span>\n",
       "</mark>\n",
       "</div></span>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    123\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">AddressNumber</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    higher terrace\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    road\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetNamePostType</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    san francisco\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">PlaceName</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    ca\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StateName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    94105\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">ZipCode</span>\n",
       "</mark>\n",
       "</div></span>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    123\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">AddressNumber</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    higher terrace\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    road\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetNamePostType</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    san francisco\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">PlaceName</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    ca\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StateName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    94105\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">ZipCode</span>\n",
       "</mark>\n",
       "</div></span>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    C/O John Smith\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">Recipient</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    S Van\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetNamePostDirectional</span>\n",
       "</mark>\n",
       " Ness \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    Ave\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetNamePostType</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    Oklahoma City\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">PlaceName</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    Oklahoma\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StateName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    73109\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">ZipCode</span>\n",
       "</mark>\n",
       "</div></span>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    C/O John Smith\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">Recipient</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    42\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">AddressNumber</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    S\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetNamePreDirectional</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    Van Ness\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    Ave\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StreetNamePostType</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    Oklahoma City\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">PlaceName</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    Oklahoma\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">StateName</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    73109\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">ZipCode</span>\n",
       "</mark>\n",
       "</div></span>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    my cat is orange\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">PlaceName</span>\n",
       "</mark>\n",
       "</div></span>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "texts = [\n",
    "    \"123 main st, san francisco, ca 94105\",\n",
    "    \"123 main stree, san francisco, ca 94105\",\n",
    "    \"123 higher terrace road, san francisco, ca 94105\",\n",
    "    \"123 higher terrace road san francisco, ca 94105\",\n",
    "    \"C/O John Smith, S Van Ness Ave Oklahoma City, Oklahoma 73109\",\n",
    "    \"C/O John Smith, 42 S Van Ness Ave Oklahoma City, Oklahoma 73109\",\n",
    "    \"my cat is orange\",\n",
    "]\n",
    "\n",
    "for text in texts:\n",
    "    doc = nlp(text)\n",
    "    displacy.render(doc, style=\"ent\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "999\n"
     ]
    }
   ],
   "source": [
    "from pathlib import Path\n",
    "import json\n",
    "\n",
    "\n",
    "def load_benchmark_data(p) -> list[str]:\n",
    "    s = Path(p).read_text()\n",
    "\n",
    "    def format_online(addr):\n",
    "        fields = [\"address1\", \"address2\", \"city\", \"state\", \"postalCode\"]\n",
    "        vals = [addr[f] for f in fields if f in addr and addr[f]]\n",
    "        return \" \".join(vals)\n",
    "\n",
    "    return [format_online(addr) for addr in json.loads(s)[\"addresses\"]]\n",
    "\n",
    "\n",
    "addrs = load_benchmark_data(\"data/benchmark.json\")\n",
    "print(len(addrs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1745 T Street Southeast Washington DC 20020,\n",
       " 6007 Applegate Lane Louisville KY 40219,\n",
       " 560 Penstock Drive Grass Valley CA 95945,\n",
       " 150 Carter Street Manchester CT 06040,\n",
       " 2721 Lindsay Avenue Louisville KY 40206,\n",
       " 18 Densmore Drive Essex VT 05452,\n",
       " 637 Britannia Drive Vallejo CA 94591,\n",
       " 5601 West Crocus Drive Glendale AZ 85306,\n",
       " 5403 Illinois Avenue Nashville TN 37209,\n",
       " 8821 West Myrtle Avenue Glendale AZ 85305,\n",
       " 2203 7th Street Road Louisville KY 40208,\n",
       " 6463 Vrain Street Arvada CO 80003,\n",
       " 87 Horseshoe Drive West Windsor VT 05037,\n",
       " 60 Desousa Drive Manchester CT 06040,\n",
       " 4 Old Colony Way Yarmouth MA 02664,\n",
       " 314 South 17th Street Nashville TN 37206,\n",
       " 1649 Timberridge Court Fayetteville AR 72704,\n",
       " 5461 West Shades Valley Drive Montgomery AL 36108,\n",
       " 629 Debbie Drive Nashville TN 37076,\n",
       " 22572 Toreador Drive Salinas CA 93908,\n",
       " 3034 Mica Street Fayetteville AR 72704,\n",
       " 3729 East Mission Boulevard Fayetteville AR 72703,\n",
       " 5114 Greentree Drive Nashville TN 37211,\n",
       " 3466 Southview Avenue Montgomery AL 36111,\n",
       " 1513 Cathy Street Savannah GA 31415,\n",
       " 600 West 19th Avenue APT B Anchorage AK 99503,\n",
       " 1208 Elkader Court North Nashville TN 37013,\n",
       " 210 Green Road Manchester CT 06042,\n",
       " 49548 Road 200 O'Neals CA 93645,\n",
       " 81 Seaton Place Northwest Washington DC 20001,\n",
       " 1267 Martin Street #203 Nashville TN 37203,\n",
       " 7431 Candace Way #1 Louisville KY 40214,\n",
       " 1407 Walden Court Crofton MD 21114,\n",
       " 5906 Milton Avenue Deale MD 20751,\n",
       " 74 Springfield Street B Agawam MA 01001,\n",
       " 2905 Stonebridge Court Norman OK 73071,\n",
       " 20930 Todd Valley Road Foresthill CA 95631,\n",
       " 5928 West Mauna Loa Lane Glendale AZ 85306,\n",
       " 802 Madison Street Northwest Washington DC 20011,\n",
       " 2811 Battery Place Northwest Washington DC 20016,\n",
       " 210 Lacross Lane Westmore VT 05860,\n",
       " 2010 Rising Hill Drive Norman OK 73071,\n",
       " 388 East Main Street Middlebury VT 05753,\n",
       " 450 Kinhawk Drive Nashville TN 37211,\n",
       " 131 Westerly Street Manchester CT 06042,\n",
       " 308 Woodleaf Court Glen Burnie MD 21061,\n",
       " 8502 Madrone Avenue Louisville KY 40258,\n",
       " 23 Sable Run Lane Methuen MA 01844,\n",
       " 716 Waller Road Brentwood TN 37027,\n",
       " 416 McIver Street Nashville TN 37211,\n",
       " 1508 Massachusetts Avenue Southeast Washington DC 20003,\n",
       " 5615 West Villa Maria Drive Glendale AZ 85308,\n",
       " 3162 Martin Luther King Junior Boulevard #2 Fayetteville AR 72704,\n",
       " 5306 Ritchie Highway Baltimore MD 21225,\n",
       " 109 Summit Street Burlington VT 05401,\n",
       " 816 West 19th Avenue Anchorage AK 99503,\n",
       " 172 Alburg Springs Road Alburgh VT 05440,\n",
       " 159 Downey Drive A Manchester CT 06040,\n",
       " 125 John Street Santa Cruz CA 95060,\n",
       " 1101 Lotus Avenue Glen Burnie MD 21061,\n",
       " 8376 Albacore Drive Pasadena MD 21122,\n",
       " 491 Arabian Way Grand Junction CO 81504,\n",
       " 12245 West 71st Place Arvada CO 80004,\n",
       " 80 North East Street #4 Holyoke MA 01040,\n",
       " 4695 East Huntsville Road Fayetteville AR 72701,\n",
       " 310 Timrod Road Manchester CT 06040,\n",
       " 1364 Capri Drive Panama City FL 32405,\n",
       " 132 Laurel Green Court Savannah GA 31419,\n",
       " 6657 West Rose Garden Lane Glendale AZ 85308,\n",
       " 519 West 75th Avenue #APT 000003 Anchorage AK 99518,\n",
       " 31353 Santa Elena Way Union City CA 94587,\n",
       " 8398 West Denton Lane Glendale AZ 85305,\n",
       " 700 Winston Place Anchorage AK 99504,\n",
       " 232 Maine Avenue Panama City FL 32401,\n",
       " 1 Kempf Drive Easton MA 02375,\n",
       " 5811 Crossings Boulevard Nashville TN 37013,\n",
       " 5108 Franklin Street Savannah GA 31405,\n",
       " 913 Fallview Trail Nashville TN 37211,\n",
       " 270 Chrissy's Court VT 05443,\n",
       " 130 Old Route 103 Chester VT 05143,\n",
       " 10826 Pointe Royal Drive Bakersfield CA 93311,\n",
       " 74 Ranch Drive Montgomery AL 36109,\n",
       " 6601 West Ocotillo Road Glendale AZ 85301,\n",
       " 19416 Barclay Road Castro Valley CA 94546,\n",
       " 1347 Blackwalnut Court Annapolis MD 21403,\n",
       " 1770 Colony Way Fayetteville AR 72704,\n",
       " 165 Saint John Street Manchester CT 06040,\n",
       " 2409 Research Boulevard Fort Collins CO 80526,\n",
       " 1903 Bashford Manor Lane Louisville KY 40218,\n",
       " 8315 Surf Drive Panama City Beach FL 32408,\n",
       " 3301 Old Muldoon Road Anchorage AK 99504,\n",
       " 8800 Cordell Circle #APT 000003 Anchorage AK 99502,\n",
       " 117 East Cook Avenue Anchorage AK 99501,\n",
       " 6231 North 67th Avenue #241 Glendale AZ 85301,\n",
       " 8505 Waters Avenue #66 Savannah GA 31406,\n",
       " 7 Underwood Place Northwest Washington DC 20012,\n",
       " 21950 Arnold Center Road Carson CA 90810,\n",
       " 1427 South Carolina Avenue Southeast Washington DC 20003,\n",
       " 1420 Turtleback Trail Panama City FL 32413,\n",
       " 6990 Pierson Street Arvada CO 80004,\n",
       " 376 North Williams Drive Fayetteville AR 72701,\n",
       " 3617 Menlo Court Montgomery AL 36116,\n",
       " 711 Parker Street East Longmeadow MA 01028,\n",
       " 8521 Crystal Street Anchorage AK 99502,\n",
       " 1622 Edgar D Nixon Avenue Montgomery AL 36104,\n",
       " 1608 Gales Street Northeast Washington DC 20002,\n",
       " 122 East Hayes Street Norman OK 73069,\n",
       " 5144 Cattail Court Fayetteville AR 72701,\n",
       " 131 Kent Drive Manchester CT 06042,\n",
       " 2313 Vegas Avenue Castro Valley CA 94546,\n",
       " 5420 Sunset Avenue Panama City Beach FL 32408,\n",
       " 242 North Ash Street Fruita CO 81521,\n",
       " 38676 Greenwich Circle Fremont CA 94536,\n",
       " 2426 East Onyx Trail #6 Fayetteville AR 72701,\n",
       " 110 Seaton Place Northwest Washington DC 20001,\n",
       " 5385 Iris Street Arvada CO 80002,\n",
       " 5628 West Tonopah Drive Glendale AZ 85308,\n",
       " 65 Bay Drive Annapolis MD 21403,\n",
       " 7401 North 61st Drive Glendale AZ 85301,\n",
       " 8 Watkins Road VT 05468,\n",
       " 2209 June Drive Nashville TN 37214,\n",
       " 1840 Nobel Place Louisville KY 40216,\n",
       " 2622 Martin Luther King Junior Boulevard Fayetteville AR 72704,\n",
       " 4 Glen Circle Glen Burnie MD 21060,\n",
       " 7529 West 72nd Avenue #4 Arvada CO 80003,\n",
       " 10996 Largo Drive Savannah GA 31419,\n",
       " 2027 North Shannon Drive #5 Fayetteville AR 72703,\n",
       " 154 Boca Lagoon Drive Panama City Beach FL 32408,\n",
       " 3311 Wiley Post Loop Anchorage AK 99517,\n",
       " 5055 West 58th Avenue Arvada CO 80002,\n",
       " 3228 Chettenham Drive Rancho Cordova CA 95670,\n",
       " 1901 North Midwest Boulevard Edmond OK 73034,\n",
       " 1536 North Main Street Salinas CA 93906,\n",
       " 33 Linscott Road Hingham MA 02043,\n",
       " 1732 27th Avenue Oakland CA 94601,\n",
       " 22 Gallatin Street Northeast Washington DC 20011,\n",
       " 8125 Glynnwood Drive Montgomery AL 36117,\n",
       " 2139 Glynnwood Drive Savannah GA 31404,\n",
       " 14 School Street Medway MA 02053,\n",
       " 264 Crest Drive Soldotna AK 99669,\n",
       " 307 Joel Street Pooler GA 31322,\n",
       " 188 River Road Essex VT 05452,\n",
       " 1643 Oxford Street R C Berkeley CA 94709,\n",
       " 5545 Saddlewood Lane Brentwood TN 37027,\n",
       " 26466 Mockingbird Lane Hayward CA 94544,\n",
       " 4840 Reservoir Road Northwest Washington DC 20007,\n",
       " 599 Cambridge Street #303 Cambridge MA 02141,\n",
       " 584 Rural Hill Road Nashville TN 37217,\n",
       " 10262 West 59th Avenue #1 Arvada CO 80004,\n",
       " 945 South 5th Street #1020 Louisville KY 40203,\n",
       " 2543 The Meadows Montgomery AL 36116,\n",
       " 153 Atlantic Avenue #6 Salisbury MA 01952,\n",
       " 9 Brooklyn Street VT 05488,\n",
       " 5722 8th Street Northwest Washington DC 20011,\n",
       " 8700 Seaton Boulevard Montgomery AL 36116,\n",
       " 1004 Bellflower Street Livermore CA 94551,\n",
       " 4738 Mallard Common Fremont CA 94555,\n",
       " 875 Latouche Street #APT 001010 Anchorage AK 99501,\n",
       " 4940 Fuller Road Montgomery AL 36110,\n",
       " 5754 Belleau Drive Montgomery AL 36117,\n",
       " 1403 Lincoln Street Savannah GA 31401,\n",
       " 140 South Hill Avenue #305 Fayetteville AR 72701,\n",
       " 642 South 2nd Street #608 Louisville KY 40202,\n",
       " 6473 Zephyr Street Arvada CO 80004,\n",
       " 4250 North Valley Lake Drive #8 Fayetteville AR 72703,\n",
       " 565 North Lakeshore Drive Panama City Beach FL 32413,\n",
       " 5514 West Wedington Drive #3 Fayetteville AR 72704,\n",
       " 1909 Wainwright Avenue Panama City FL 32405,\n",
       " 4525 West Frier Drive Glendale AZ 85301,\n",
       " 201 West Montgomery Cross Road #170 Savannah GA 31406,\n",
       " 915 Heath Drive Montgomery AL 36108,\n",
       " 95 Briarwood Drive Manchester CT 06040,\n",
       " 69 Washington Street Manchester CT 06042,\n",
       " 2900 North Western Avenue Edmond OK 73012,\n",
       " 7841 West Kristal Way Glendale AZ 85308,\n",
       " 361 Parmley Lane Nashville TN 37207,\n",
       " 6120 Southeast 84th Street Oklahoma City OK 73135,\n",
       " 9428 North 65th Drive Glendale AZ 85302,\n",
       " 11 Meeting Place Circle Boxford MA 01921,\n",
       " 4438 Maine Avenue Baldwin Park CA 91706,\n",
       " 65 Jones Lane Montevallo AL 35115,\n",
       " 3140 Commander Drive Louisville KY 40220,\n",
       " 107 Guaymas Place Davis CA 95616,\n",
       " 6114 West Glenn Drive #1 Glendale AZ 85301,\n",
       " 622 Thomas Street Woodland CA 95776,\n",
       " 127 Grand Heron Drive Panama City FL 32407,\n",
       " 3504 East 16th Avenue Anchorage AK 99508,\n",
       " 1230 Stafford Drive Montgomery AL 36117,\n",
       " 6007 Yarrow Street H Arvada CO 80004,\n",
       " 632 Belmar Drive Edmond OK 73025,\n",
       " 1515 Chandlee Avenue Panama City FL 32405,\n",
       " 10632 Admiral Court Oklahoma City OK 73162,\n",
       " 11655 West 81st Avenue Arvada CO 80005,\n",
       " 3500 Blanchard Drive Southwest Washington DC 20032,\n",
       " 2755 Country Drive #244 Fremont CA 94536,\n",
       " 1850 Berryhill Place Montgomery AL 36117,\n",
       " 58 North U.S.A Drive Fayetteville AR 72701,\n",
       " 8785 Ellis Court Arvada CO 80005,\n",
       " 1636 Briarview Court Severn MD 21144,\n",
       " 12 Knox Street Manchester CT 06040,\n",
       " 425 Middle Turnpike East Manchester CT 06040,\n",
       " 2017 North Hartford Drive Fayetteville AR 72701,\n",
       " 5900 Upland Road Brooklyn Park MD 21225,\n",
       " 9331 Edison Road Lithia FL 33547,\n",
       " 1810 Orchard Place Anchorage AK 99502,\n",
       " 145 Grau Drive Fremont CA 94536,\n",
       " 3959 Fairlands Drive Pleasanton CA 94588,\n",
       " 3613 East 18th Avenue Anchorage AK 99508,\n",
       " 1275 South Holland Drive Fayetteville AR 72704,\n",
       " 109 Cambridge Station Road Louisville KY 40223,\n",
       " 2107 Elfen Glen Apt B Van Buren AR 72956,\n",
       " 8522 Ingalls Circle Arvada CO 80003,\n",
       " 1809 Cedar Drive Severn MD 21144,\n",
       " 1376 Oakland Avenue #1 Fayetteville AR 72703,\n",
       " 4306 Bylsma Circle Panama City FL 32404,\n",
       " 233 Buckland Hills Drive Manchester CT 06042,\n",
       " 7701 Southwest 104th Street Oklahoma City OK 73169,\n",
       " 14003 Crossbranch Court Louisville KY 40245,\n",
       " 19590 East Batavia Drive Aurora CO 80011,\n",
       " 6424 Simms Street #71 Arvada CO 80004,\n",
       " 718 Dutchmans Court Nashville TN 37076,\n",
       " 8496 Isles Court Pasadena MD 21122,\n",
       " 100 East Joyce Boulevard #110 Fayetteville AR 72703,\n",
       " 9036 Calico Court Hesperia CA 92344,\n",
       " 2723 East Joyce Boulevard Fayetteville AR 72703,\n",
       " 90 Via Verde San Lorenzo CA 94580,\n",
       " 1015 Castle Road Edmond OK 73034,\n",
       " 2787 West Blackstone Crossing Fayetteville AR 72704,\n",
       " 3555 Alamosa Drive Anchorage AK 99502,\n",
       " 6231 North 59th Avenue #35 Glendale AZ 85301,\n",
       " 311 South Panama Street Montgomery AL 36107,\n",
       " 3313 Daisy Trail Nashville TN 37013,\n",
       " 5436 Dorbrandt Street #APT 000002 Anchorage AK 99518,\n",
       " 553 South Arlington Road Orange CA 92869,\n",
       " 615 Q Street Northwest Washington DC 20001,\n",
       " 457 Mountain Village Boulevard #320-3 Mountain Village CO 81435,\n",
       " 144 Lauderdale Street Montgomery AL 36116,\n",
       " 2 Ambelwood Way Savannah GA 31411,\n",
       " 4113 Holiday Drive Panama City FL 32408,\n",
       " 2001 Van Hoose Drive Fayetteville AR 72701,\n",
       " 9457 Winfield Place Montgomery AL 36117,\n",
       " 1120 Mitchell Young Road Montgomery AL 36108,\n",
       " 12816 West 65th Way Arvada CO 80004,\n",
       " 10 Erick Road #47 Mansfield MA 02048,\n",
       " 481 East Redbud Lane Fayetteville AR 72703,\n",
       " 320 Northwest 22nd Street Oklahoma City OK 73103,\n",
       " 33 South Hill Avenue #306 Fayetteville AR 72701,\n",
       " 355 Gillette Road Nashville TN 37211,\n",
       " 151 Main Street Savannah GA 31408,\n",
       " 545 Tracey Drive Panama City FL 32404,\n",
       " 3 Southerberry Drive VT 05468,\n",
       " 736 Sicard Street Southeast Washington DC 20003,\n",
       " 6214 Herzog Street Oakland CA 94608,\n",
       " 1160 North College Avenue #2 Fayetteville AR 72703,\n",
       " 5843 West McLellan Road Glendale AZ 85301,\n",
       " 1452 55th Avenue B Oakland CA 94621,\n",
       " 4255 Tanager Common Fremont CA 94555,\n",
       " 13426 West Rovey Avenue Litchfield Park AZ 85340,\n",
       " 195 Nursery Street #D10 Springfield MA 01104,\n",
       " 126 Marjorie Lane C Manchester CT 06042,\n",
       " 22 Charnock Street #2 Beverly MA 01915,\n",
       " 817 25th Street Northwest Washington DC 20037,\n",
       " 2552 Massachusetts Avenue Northwest Washington DC 20008,\n",
       " 1711 Lore Road #APT 000106 Anchorage AK 99507,\n",
       " 19091 Northeast 23rd Street Harrah OK 73045,\n",
       " 8318 North 57th Drive Glendale AZ 85302,\n",
       " 7256 West 84th Way #918 Arvada CO 80003,\n",
       " 706 Seagrove Road Glen Burnie MD 21060,\n",
       " 2318 Camryns Crossing Panama City FL 32405,\n",
       " 968 Virginia Avenue Olivehurst CA 95961,\n",
       " 416 South University Boulevard Norman OK 73069,\n",
       " 137 Gazebo East Drive Montgomery AL 36117,\n",
       " 10723 Colonial Woods Court Louisville KY 40223,\n",
       " 119 Matthew Lane Nashville TN 37215,\n",
       " 3142 West Finger Road Fayetteville AR 72701,\n",
       " 4 Elm Street Windsor VT 05089,\n",
       " 78 School Street Woburn MA 01801,\n",
       " 19020 North 68th Avenue Glendale AZ 85308,\n",
       " 2849 Quail Drive Fayetteville AR 72704,\n",
       " 2456 22nd Avenue Greeley CO 80631,\n",
       " 200 Boulder Road Manchester CT 06040,\n",
       " 11150 Sun Valley Drive Oakland CA 94605,\n",
       " 505 Southeast 32nd Street Oklahoma City OK 73129,\n",
       " 1025 West 19th Street #UNIT 1-C Panama City FL 32405,\n",
       " 6725 Pamela Court Montgomery AL 36116,\n",
       " 4714 Narrow Lane Road Montgomery AL 36116,\n",
       " 11 Proctor Circle Peabody MA 01960,\n",
       " 10508 Kovats Court Louisville KY 40223,\n",
       " 3179 18th Street Northwest Washington DC 20010,\n",
       " 3194 Bladensburg Road Northeast Washington DC 20018,\n",
       " 260 Rio Del Mar Boulevard ##14 Aptos CA 95003,\n",
       " 1040 West 27th Avenue #APT 000401 Anchorage AK 99503,\n",
       " 42 Lake Lane Westmore VT 05860,\n",
       " 3718 Bay Tree Road Lynn Haven FL 32444,\n",
       " 3408 Bellisima Place #204 Louisville KY 40245,\n",
       " 4109 General Bate Drive Nashville TN 37204,\n",
       " 5329 A Street Greeley CO 80634,\n",
       " 88 Shute Street #1 Everett MA 02149,\n",
       " 480 Keene Road Walden VT 05836,\n",
       " 4 Cutting Avenue Worcester MA 01606,\n",
       " 275 South 40th Street Boulder CO 80305,\n",
       " 1189 Northwest End Avenue #D3 Fayetteville AR 72703,\n",
       " 25 Cliffside Drive D Manchester CT 06042,\n",
       " 2515 60th Avenue Oakland CA 94605,\n",
       " 2057 Lucas Street Montgomery AL 36107,\n",
       " 386 Daniels Road New Haven VT 05472,\n",
       " 9805 Meadow Vale Drive Louisville KY 40242,\n",
       " 8 Village Circle Randolph VT 05060,\n",
       " 1011 San Jose Street San Leandro CA 94577,\n",
       " 2505 Walker Lane Nashville TN 37207,\n",
       " 11225 West 79th Drive Arvada CO 80005,\n",
       " 1907 18th Avenue South Nashville TN 37212,\n",
       " 16 Conway Street Shelburne Falls MA 01370,\n",
       " 20375 Wisteria Street Castro Valley CA 94546,\n",
       " 6408 Fern Crest Road Louisville KY 40291,\n",
       " 175 Creek Road Castleton VT 05735,\n",
       " 2531 Prestwick Avenue Concord CA 94519,\n",
       " 1002 Highland Avenue Louisville KY 40204,\n",
       " 2927 Leatherwood Drive Nashville TN 37214,\n",
       " 8467 Chase Drive Arvada CO 80003,\n",
       " 8556 Nelson Court Arvada CO 80005,\n",
       " 122 Summer Street #1 Medford MA 02155,\n",
       " 12061 Johns Road #APT 000002 Anchorage AK 99515,\n",
       " 8358 WB&A Road Severn MD 21144,\n",
       " 43 Henderson Avenue Savannah GA 31406,\n",
       " 347 Brewer Drive Nashville TN 37211,\n",
       " 2765 North Barcelona Avenue Fayetteville AR 72703,\n",
       " 5311 Chenoweth Park Lane Louisville KY 40291,\n",
       " 6398 Jellison Way Arvada CO 80004,\n",
       " 604 Northwest 118th Street Oklahoma City OK 73114,\n",
       " 37 Rushforde Drive Manchester CT 06040,\n",
       " 5434 West Beck Lane Glendale AZ 85306,\n",
       " 1516 Ringe Drive Severn MD 21144,\n",
       " 3701 Lake Towne Drive Nashville TN 37013,\n",
       " 20250 North 67th Avenue #2143 Glendale AZ 85308,\n",
       " 62 Prospect Avenue #1 Quincy MA 02170,\n",
       " 25 Morton Street #216 Quincy MA 02169,\n",
       " 8202 4 Winds Drive #3 Lyndon KY 40222,\n",
       " 513 Habberton Road Fayetteville AR 72703,\n",
       " 1960 Sigfrid Court Annapolis MD 21401,\n",
       " 663 Chesapeake Way #1 Fayetteville AR 72701,\n",
       " 3354 Wilmington Road Montgomery AL 36105,\n",
       " 8529 Old Harding Lane Nashville TN 37221,\n",
       " 22219 Panama City Beach Parkway Panama City Beach FL 32413,\n",
       " 37 East Broad Street Savannah GA 31401,\n",
       " 1309 Columbia Road Northwest Washington DC 20009,\n",
       " 1211 Castine Court Pasadena MD 21122,\n",
       " 906 West Berry Street #204 Fayetteville AR 72701,\n",
       " 341 Oakland Street Manchester CT 06042,\n",
       " 60 Downey Drive Manchester CT 06040,\n",
       " 3770 North Front Street Fayetteville AR 72703,\n",
       " 25 Church Street A Pittsfield MA 01201,\n",
       " 6578 Marauder Drive Nashville TN 37209,\n",
       " 2747 68th Avenue Oakland CA 94605,\n",
       " 95 Woods Hill Road VT 05488,\n",
       " 35 Keach Avenue Worcester MA 01607,\n",
       " 1822 North Grand Avenue Pueblo CO 81003,\n",
       " 1809 U.S. 80 Savannah GA 31408,\n",
       " 5065 North 54th Avenue #8 Glendale AZ 85301,\n",
       " 1261 Steamboat Drive #3 Fayetteville AR 72704,\n",
       " 1695 Archer Street Savannah GA 31405,\n",
       " 3904 October Woods Drive Nashville TN 37013,\n",
       " 1223 Delaware Avenue Deale MD 20733,\n",
       " 10383 Eagle River Lane Anchorage AK 99577,\n",
       " 1314 89th Avenue Oakland CA 94621,\n",
       " 21 Longview Bluff Drive East Savannah GA 31419,\n",
       " 1689 Fisher Pond Road Saint Albans City VT 05478,\n",
       " 9920 West 81st Avenue Arvada CO 80005,\n",
       " 2732 Rosedale Place Nashville TN 37211,\n",
       " 10881 Northforde Drive Cupertino CA 95014,\n",
       " 926 Mill Court Savannah GA 31419,\n",
       " 7550 Kline Drive Arvada CO 80005,\n",
       " 5688 Johnson Court Arvada CO 80002,\n",
       " 4439 Gale Street Livermore CA 94550,\n",
       " 6450 West Bethany Home Road Glendale AZ 85301,\n",
       " 2931 Shady Oaks Drive Evans CO 80620,\n",
       " 6451 West Bell Road #1144 Glendale AZ 85308,\n",
       " 644 West Maple Street #2 Fayetteville AR 72701,\n",
       " 1219 North Storer Avenue #66 Fayetteville AR 72703,\n",
       " 152 Holly Court Mountain View CA 94043,\n",
       " 6086 Kennedy Drive Fayetteville AR 72704,\n",
       " 2300 Deer Path Circle #207 Hurstbourne Acres KY 40220,\n",
       " 802 East 37th Street Savannah GA 31401,\n",
       " 5821 Taft Street Arvada CO 80004,\n",
       " 188 Saint Matthews Avenue #1 Louisville KY 40207,\n",
       " 68 Hampstead Place Athol MA 01331,\n",
       " 3164 West Woodfield Way Fayetteville AR 72704,\n",
       " 7998 Chase Circle #1 Arvada CO 80003,\n",
       " 1797 Pasatiempo Drive Chico CA 95928,\n",
       " 3722 Kisling Loop Tyndall Air Force Base FL 32403,\n",
       " 429 Patterson Street Nashville TN 37211,\n",
       " 6140 Fenton Street Arvada CO 80003,\n",
       " 7404 West Crest Lane Glendale AZ 85310,\n",
       " 7841 North 59th Lane #G37 Glendale AZ 85301,\n",
       " 8043 Cranberry Street #APT 000001 Anchorage AK 99502,\n",
       " 173 Spruce Street #18 Manchester CT 06040,\n",
       " 4712 Cherokee Heights Road Panama City FL 32404,\n",
       " 915 Sacramento Street Bakersfield CA 93305,\n",
       " 317 Windsor Road Savannah GA 31419,\n",
       " 1332 Maple Street Montgomery AL 36108,\n",
       " 4709 Blagden Terrace Northwest Washington DC 20011,\n",
       " 5102 Ander Drive Brentwood TN 37027,\n",
       " 6754 Field Street Arvada CO 80004,\n",
       " 2347 Glen Eagle Drive Northfield KY 40222,\n",
       " 1613 Maple Timber Court Nashville TN 37013,\n",
       " 269 Park Street #1 North Reading MA 01864,\n",
       " 6444 North 67th Avenue #1081 Glendale AZ 85301,\n",
       " 11 Pine Point Road Duxbury MA 02332,\n",
       " 4136 East Virginia Lane Montgomery AL 36116,\n",
       " 5740 North 59th Avenue #1156 Glendale AZ 85301,\n",
       " 95 Central Street A Springfield MA 01105,\n",
       " 74 Heard Street #1 Chelsea MA 02150,\n",
       " 2500 Snowdoun Chambers Road Montgomery AL 36105,\n",
       " 429 Dennison Ridge Drive Manchester CT 06040,\n",
       " 1208 Lindenwood Drive Panama City FL 32405,\n",
       " 7609 Doris Place Oklahoma City OK 73162,\n",
       " 1915 Southeast 29th Street Oklahoma City OK 73129,\n",
       " 212 Holiday Circle Savannah GA 31419,\n",
       " 32 Amsden Street #1 Arlington MA 02474,\n",
       " 4016 Doane Street Fremont CA 94538,\n",
       " 8700 Lillington Circle Montgomery AL 36117,\n",
       " 7720 Allison Street #105 Arvada CO 80005,\n",
       " 17878 Front Beach Road #C-2 Panama City Beach FL 32413,\n",
       " 1328 Tuckerman Street Northwest Washington DC 20011,\n",
       " 4600 East Huntsville Road Fayetteville AR 72701,\n",
       " 5038 North Cimarron Drive Beverly Hills FL 34465,\n",
       " 1216 West Hill Street M Louisville KY 40210,\n",
       " 3033 Aubert Avenue Louisville KY 40206,\n",
       " 17020 West 64th Drive Arvada CO 80007,\n",
       " 12420 West Montebello Avenue Litchfield Park AZ 85340,\n",
       " 2538 East 40th Plaza Panama City FL 32405,\n",
       " 827 10th Street Northeast Washington DC 20002,\n",
       " 5912 North 48th Avenue Glendale AZ 85301,\n",
       " 37 Fieldside Drive Groton CT 06340,\n",
       " 9176 Ellis Way Arvada CO 80005,\n",
       " 5370 Business Park Drive Montgomery AL 36116,\n",
       " 1612 Beech Street Louisville KY 40211,\n",
       " 8532 Ingalls Circle Arvada CO 80003,\n",
       " 7941 Alpine View Circle Anchorage AK 99507,\n",
       " 8595 West 81st Drive Arvada CO 80005,\n",
       " 4296 North Blossom Court Fayetteville AR 72703,\n",
       " 1738 Annabellas Drive Panama City Beach FL 32407,\n",
       " 3215 Madsen Street Hayward CA 94541,\n",
       " 4 Village Lake Drive #4 Fayetteville AR 72703,\n",
       " 86 Russell Street Manchester CT 06040,\n",
       " 570 Broadway Lynnfield MA 01940,\n",
       " 1405 Monroe Street Northeast Washington DC 20017,\n",
       " 900 North Leverett Avenue #126 Fayetteville AR 72701,\n",
       " 222 Quince Street #2-B San Diego CA 92103,\n",
       " 370 Wallace Road #D-28 Nashville TN 37211,\n",
       " 6672 Urban Court Arvada CO 80004,\n",
       " 516 Southwest 60th Terrace Oklahoma City OK 73139,\n",
       " 1513 Southeast 9th Street Moore OK 73160,\n",
       " 154 Byrd Drive Panama City FL 32404,\n",
       " 1106 Homer Avenue Savannah GA 31405,\n",
       " 1010 M Street Northwest Washington DC 20001,\n",
       " 5420 Allison Street #202 Arvada CO 80002,\n",
       " 20 Hacker Street #3 Worcester MA 01603,\n",
       " 732 Kevin Court Oakland CA 94621,\n",
       " 509 Franklin Street Northeast Washington DC 20017,\n",
       " 23 Whitcomb Street Springfield VT 05156,\n",
       " 3377 Sandstone Court Pleasanton CA 94588,\n",
       " 14 Huntington Street Manchester CT 06040,\n",
       " 2802 US Highway 98 BLDG F Mexico Beach FL 32456,\n",
       " 412 Virginia Avenue Louisville KY 40222,\n",
       " 1644 New Jersey Avenue Northwest Washington DC 20001,\n",
       " 832 51st Street Northeast Washington DC 20019,\n",
       " 894 Windmill Park Lane Mountain View CA 94043,\n",
       " 9636 Morar Road Panama City FL 32409,\n",
       " 9472 Noble Way Arvada CO 80007,\n",
       " 618 Staley Avenue Hayward CA 94541,\n",
       " 8704 Bayberry Place Plantation KY 40242,\n",
       " 2506 West Madison Street Louisville KY 40211,\n",
       " 840 Inglewood Drive West Sacramento CA 95605,\n",
       " 10 Dalry Lane Savannah GA 31419,\n",
       " 3301 Nora Lane Louisville KY 40220,\n",
       " 8304 Glaser Lane Louisville KY 40291,\n",
       " 3720 West 86th Avenue APT F Anchorage AK 99502,\n",
       " 3298 Chestnut Street Northwest Washington DC 20015,\n",
       " 82 Fairfield Street Manchester CT 06040,\n",
       " 3138 P Street Northwest Washington DC 20007,\n",
       " 80 Locust Avenue #110 Worcester MA 01604,\n",
       " 2715 Thornbrook Court Odenton MD 21113,\n",
       " 3579 2nd Avenue Edgewater MD 21037,\n",
       " 6739 Taft Court Arvada CO 80004,\n",
       " 1528 Stafford Avenue Hayward CA 94541,\n",
       " 2024 Merrily Drive Montgomery AL 36111,\n",
       " 2034 Fairfax Road Annapolis MD 21401,\n",
       " 1430 East Audubon Road Montgomery AL 36111,\n",
       " 3652 East Blue Stone Drive Fayetteville AR 72764,\n",
       " 3302 Woodland Park Drive #APT 000001 Anchorage AK 99517,\n",
       " 1771 Daisey Court Millersville MD 21108,\n",
       " 406 East Waldburg Street Savannah GA 31401,\n",
       " 11843 North 60th Avenue Glendale AZ 85304,\n",
       " 9515 West 74th Avenue Arvada CO 80005,\n",
       " 119 Antioch Pike Nashville TN 37211,\n",
       " 1157 1st Street Northwest Washington DC 20001,\n",
       " 3578 Galindo Street Oakland CA 94601,\n",
       " 12800 Saunders Road Anchorage AK 99516,\n",
       " 5556 West Northview Avenue Glendale AZ 85301,\n",
       " 3617 Oak Grove Circle Montgomery AL 36116,\n",
       " 2443 Sierra Nevada Road #N5 Mammoth Lakes CA 93546,\n",
       " 10124 Watsonville Road Louisville KY 40272,\n",
       " 2441 Chase Park Drive Montgomery AL 36110,\n",
       " 28 Wayne Avenue Waltham MA 02453,\n",
       " 3605 Normandy Place South Nashville TN 37209,\n",
       " 25538 Calaroga Avenue Hayward CA 94545,\n",
       " 1521 159th Avenue San Leandro CA 94578,\n",
       " 344 Island Road Savannah GA 31406,\n",
       " 826 South Hancock Street Louisville KY 40203,\n",
       " 2212 Greenville Street Montgomery AL 36107,\n",
       " 325 East 7th Street Edmond OK 73034,\n",
       " 7 Maple Hill Road Aquinnah MA 02535,\n",
       " 73455 Twentynine Palms Highway Twentynine Palms CA 92277,\n",
       " 410 West 89th Avenue Anchorage AK 99515,\n",
       " 24147 Clinton Court Hayward CA 94545,\n",
       " 5620 Lilly Street Panama City FL 32404,\n",
       " 207 Spruce Street Manchester CT 06040,\n",
       " 236 Alden Road Hayward CA 94541,\n",
       " 467 North Mountain Ranch Road Fayetteville AR 72704,\n",
       " 2042 High Street Oakland CA 94601,\n",
       " 6244 Sun River Drive Sacramento CA 95824,\n",
       " 8801 Rosshire Drive Louisville KY 40118,\n",
       " 449 15th Street Northeast Washington DC 20002,\n",
       " 4385 Wares Ferry Road Montgomery AL 36109,\n",
       " 8546 North 59th Lane #171 Glendale AZ 85302,\n",
       " 8262 Elvaton Road Millersville MD 21108,\n",
       " 7018 Russell Court Arvada CO 80007,\n",
       " 1353 West 27th Avenue #APT 000004 Anchorage AK 99503,\n",
       " 1030 Lake Claire Drive Annapolis MD 21409,\n",
       " 10980 Splendor Loop Anchorage AK 99577,\n",
       " 36043 Soapberry Commons Fremont CA 94536,\n",
       " 419 Wabasso Avenue Louisville KY 40209,\n",
       " 2098 Lower Newton Street Saint Albans City VT 05478,\n",
       " 115 Waddell Road Manchester CT 06040,\n",
       " 463 East Rutgers Loop Montgomery AL 36109,\n",
       " 31130 Meadowbrook Avenue Hayward CA 94544,\n",
       " 8506 Laviento Drive Anchorage AK 99515,\n",
       " 19404 North 77th Avenue Glendale AZ 85308,\n",
       " 302 East Granada Street Fayetteville AR 72703,\n",
       " 9321 Amy Lane Panama City Beach FL 32407,\n",
       " 1156 Greenhill Road Arnold MD 21012,\n",
       " 30 Curtis Road #509 Milton MA 02186,\n",
       " 904 Shepherd Street Northwest Washington DC 20011,\n",
       " 124 Crane Street Panama City FL 32413,\n",
       " 15847 West 74th Place Arvada CO 80007,\n",
       " 435 Granite Street Quincy MA 02169,\n",
       " 4418 Signal Hill Road Louisville KY 40207,\n",
       " 2285 Wold Run Drive #1 Fayetteville AR 72704,\n",
       " 110 Castle Hill Manchester CT 06040,\n",
       " 8474 Chase Drive Arvada CO 80003,\n",
       " 4074 North Sunflower Circle Fayetteville AR 72703,\n",
       " 249 Yellow Leaf Circle Anchorage AK 99504,\n",
       " 8010 Holland Court D Arvada CO 80005,\n",
       " 1300 East Dowling Road Anchorage AK 99518,\n",
       " 189 Danforth Street Framingham MA 01701,\n",
       " 1011 Bell Avenue Glen Burnie MD 21060,\n",
       " 5224 Wasena Avenue Baltimore MD 21225,\n",
       " 7613 Yule Court Arvada CO 80007,\n",
       " 1243 Doris Avenue Pasadena MD 21122,\n",
       " 3504 East 5th Street Panama City FL 32401,\n",
       " 1 Dunsmuir Lane Savannah GA 31411,\n",
       " 1320 Dunbarton Road Montgomery AL 36117,\n",
       " 14524 Lodestar Drive Grass Valley CA 95949,\n",
       " 8404 West Myrtle Avenue Glendale AZ 85305,\n",
       " 620 Oakland Avenue Fayetteville AR 72701,\n",
       " 39 Cottage Street Athol MA 01331,\n",
       " 82 Lookout Mountain Drive Manchester CT 06040,\n",
       " 1635 Generals Highway Annapolis MD 21401,\n",
       " 555 North Dupont Avenue #C-55 Nashville TN 37115,\n",
       " 2505 North Hampton Court Fayetteville AR 72703,\n",
       " 136 Acacia Drive Blue Lake CA 95525,\n",
       " 22825 North 74th Lane Glendale AZ 85310,\n",
       " 643 Farragut Street Northwest Washington DC 20011,\n",
       " 17 West 26th Circle Fayetteville AR 72701,\n",
       " 335 C Street Southeast Washington DC 20003,\n",
       " 1418 Paddocks Court Crownsville MD 21032,\n",
       " 2917 Miramar Drive Fayetteville AR 72704,\n",
       " 301 Argonaut Street Panama City Beach FL 32413,\n",
       " 12901 Mission Circle Anchorage AK 99516,\n",
       " 3013 Sprowl Road #4 Jeffersontown KY 40299,\n",
       " 5929 West Via Montoya Drive Glendale AZ 85310,\n",
       " 325 Joseph Circle Southport FL 32409,\n",
       " 922 Urciolo Court Annapolis MD 21401,\n",
       " 2212 Daffin Drive Savannah GA 31404,\n",
       " 1401 Cordova Street #APT 000006 Anchorage AK 99501,\n",
       " 8064 Claytie Circle Nashville TN 37221,\n",
       " 566 Middle Turnpike East Manchester CT 06040,\n",
       " 93 Hamlin Street Manchester CT 06040,\n",
       " 123 Remember Baker Lane Hartford VT 05001,\n",
       " 125 Connors Street #516 Gardner MA 01440,\n",
       " 2315 Chestnut Street Montgomery AL 36107,\n",
       " 2716 30th Street Southeast Washington DC 20020,\n",
       " 2406 Lindbergh Drive Louisville KY 40208,\n",
       " 2035 Ninth Street R A Berkeley CA 94710,\n",
       " 34 Holyoke Road Manchester CT 06040,\n",
       " 2276 West Woodley Square Montgomery AL 36116,\n",
       " 20251 North 75th Avenue #1046 Glendale AZ 85308,\n",
       " 72 Bentley Avenue Poultney VT 05764,\n",
       " 2807 Huxley Place Fremont CA 94555,\n",
       " 7772 West Palmaire Avenue Glendale AZ 85303,\n",
       " 82 Linnmore Drive Manchester CT 06040,\n",
       " 882 Plantation Way Montgomery AL 36117,\n",
       " 8150 North 61st Avenue #3128 Glendale AZ 85302,\n",
       " 503 Orchard Road Glen Burnie MD 21061,\n",
       " 3616 Echo Lane Nashville TN 37218,\n",
       " 376 Whites Road Wilmington VT 05363,\n",
       " 322 East Taylor Street #1103 Savannah GA 31401,\n",
       " 605 Main Street Watertown MA 02472,\n",
       " 238 West Rock Street #4 Fayetteville AR 72701,\n",
       " 1819 Q Street Southeast Washington DC 20020,\n",
       " 1261 Sioux Terrace Nashville TN 37115,\n",
       " 7002 Secrest Court Arvada CO 80007,\n",
       " 169 Avenida Drive M Berkeley CA 94708,\n",
       " 6095 Terry Lane Golden CO 80403,\n",
       " 3620 Colmar Drive Louisville KY 40211,\n",
       " 8820 Vaughn Road Montgomery AL 36117,\n",
       " 113 Hammarlee Road Glen Burnie MD 21060,\n",
       " 281 MacArthur Boulevard Oakland CA 94610,\n",
       " 8159 West 81st Avenue Arvada CO 80005,\n",
       " 512 North Center Avenue Panama City FL 32401,\n",
       " 4876 Norris Road Fremont CA 94536,\n",
       " 8378 Cole Street Arvada CO 80005,\n",
       " 2406 Brighton Drive Louisville KY 40205,\n",
       " 19 Heritage Oakland CA 94605,\n",
       " 6228 West Larkspur Drive Glendale AZ 85304,\n",
       " 2504 Longest Avenue Louisville KY 40204,\n",
       " 3 Mad Anthony Lane Savannah GA 31411,\n",
       " 2248 South Sutherland Drive Montgomery AL 36116,\n",
       " 330 Michell Court Livermore CA 94551,\n",
       " 6748 West San Juan Avenue Glendale AZ 85303,\n",
       " 1734 Tamarack Street Northwest Washington DC 20012,\n",
       " 915 Arkansas Avenue Lynn Haven FL 32444,\n",
       " 116 Queens Lane Nashville TN 37218,\n",
       " 8 Linden Circle Somerville MA 02143,\n",
       " 4 Chamois Court Pooler GA 31322,\n",
       " 6941 West 87th Way Arvada CO 80003,\n",
       " 354 North University Avenue Fayetteville AR 72701,\n",
       " 6145 East Castro Valley Boulevard Castro Valley CA 94552,\n",
       " 1401 Saint George Avenue Moore OK 73160,\n",
       " 1713 Arrow Cove Lane Annapolis MD 21401,\n",
       " 56 Gardner Street Manchester CT 06040,\n",
       " 327 Idlewylde Drive #3 Louisville KY 40206,\n",
       " 18789 Crane Avenue Castro Valley CA 94546,\n",
       " 814 East 10th Court Panama City FL 32401,\n",
       " 6431 Shattuck Avenue B Oakland CA 94609,\n",
       " 4719 Bayou Bluff Trail Lynn Haven FL 32444,\n",
       " 24 Lambert Street Medford MA 02155,\n",
       " 1318 35th Street Northwest Washington DC 20007,\n",
       " 4807 North Grove Avenue Warr Acres OK 73122,\n",
       " 4408 Bonaparte Boulevard Midwest City OK 73110,\n",
       " 73 Twin Hills Drive Longmeadow MA 01106,\n",
       " 34 Harris Street #6 Brookline MA 02446,\n",
       " 22352 North 67th Drive Glendale AZ 85310,\n",
       " 11522 Country Spring Court Cupertino CA 95014,\n",
       " 21 Soling Avenue Savannah GA 31419,\n",
       " 302 Mcmillin Street Nashville TN 37203,\n",
       " 129 Grant Street Redlands CA 92373,\n",
       " 3035 South Highway A1A #3B Melbourne Beach FL 32951,\n",
       " 1637 Acre Circle Panama City Beach FL 32407,\n",
       " 130 West Brown Road Mesa AZ 85201,\n",
       " 2632 Jackson Street East Carson CA 90810,\n",
       " 4503 North Council Road Bethany OK 73008,\n",
       " 119 Redwood Road Manchester CT 06040,\n",
       " 5721 Frank Hough Road Panama City FL 32404,\n",
       " 2917 Danzig Place #102 Louisville KY 40245,\n",
       " 26563 Chisholm Court Hayward CA 94544,\n",
       " 4221 East Mission Boulevard Fayetteville AR 72703,\n",
       " 6021 Yarrow Street #A1 Arvada CO 80004,\n",
       " 7102 North 43rd Avenue #160 Glendale AZ 85301,\n",
       " 3386 Sudlersville South Laurel MD 20724,\n",
       " 6022 West Alice Avenue #3 Glendale AZ 85302,\n",
       " 580 Hollow Wood Road Montgomery AL 36109,\n",
       " 435 East 5th Avenue Anchorage AK 99501,\n",
       " 6713 Holt Road Nashville TN 37211,\n",
       " 5605 North Terry Avenue Oklahoma City OK 73111,\n",
       " 412 West Ila Street Fayetteville AR 72701,\n",
       " 9403 Fairground Road Louisville KY 40291,\n",
       " 6049 Quail Street Arvada CO 80004,\n",
       " 17 Hillcrest Road Rutland VT 05701,\n",
       " 424 Callan Avenue #216 San Leandro CA 94577,\n",
       " 105 Gilmore Street Glen Burnie MD 21061,\n",
       " 910 Arlington Terrace Fayetteville AR 72701,\n",
       " 2204 7th Street Road #12 Louisville KY 40208,\n",
       " 11 North Vineyard Drive Pueblo West CO 81007,\n",
       " 3505 Albee Drive Nashville TN 37076,\n",
       " 689 Stableway Road Pike Road AL 36064,\n",
       " 102 East Cydnee Street Fayetteville AR 72703,\n",
       " 208 Towne Lake Way Pooler GA 31322,\n",
       " 2555 West 69th Court Anchorage AK 99502,\n",
       " 58 Rice Street Southwest Washington DC 20032,\n",
       " 2961 Vinson Road Montgomery AL 36110,\n",
       " 172 Chestnut Street Lynn MA 01902,\n",
       " 307 Meadowood Court Lynn Haven FL 32444,\n",
       " 403 Turkey Creek Road Mathews AL 36052,\n",
       " 11 Rosewood Lane Essex VT 05452,\n",
       " 102 Old Depot Road #14 Farmington AR 72730,\n",
       " 9 Pierce Road Watertown MA 02472,\n",
       " 15254 North 52nd Avenue Glendale AZ 85306,\n",
       " 11140 West 60th Avenue Arvada CO 80004,\n",
       " 803 18th Avenue South Nashville TN 37203,\n",
       " 918 Cheryl Ann Circle Hayward CA 94544,\n",
       " 1328 Jenks Avenue Panama City FL 32401,\n",
       " 2201 Marks Mill Lane Fayetteville AR 72703,\n",
       " 12371 Atlanta Highway Montgomery AL 36117,\n",
       " 3437 Sommerville Drive Montgomery AL 36111,\n",
       " 829 Dunbarton Road Montgomery AL 36117,\n",
       " 8 Kozera Avenue Hadley MA 01035,\n",
       " 89 High Ledge Circle Manchester CT 06040,\n",
       " 35 Lakewood Circle South Manchester CT 06040,\n",
       " 2222 Martin Luther King Junior Boulevard Fayetteville AR 72701,\n",
       " 1720 Quacco Road A Pooler GA 31322,\n",
       " 116 Jourdan Street Hinesburg VT 05461,\n",
       " 2507 R Street Southeast Washington DC 20020,\n",
       " 4719 West Cochise Drive Glendale AZ 85302,\n",
       " 1838 Crofton Parkway Crofton MD 21114,\n",
       " 26 Seaman Circle Manchester CT 06040,\n",
       " 2572 Drake Street Montgomery AL 36108,\n",
       " 4231 Miramonte Way Union City CA 94587,\n",
       " 2508 Grant Avenue Panama City FL 32405,\n",
       " 6505 South Lagoon Drive Panama City Beach FL 32408,\n",
       " 2032 Gorgas Street Montgomery AL 36106,\n",
       " 1129 I Street Anchorage AK 99501,\n",
       " 5201 North Miller Avenue Oklahoma City OK 73112,\n",
       " 1987 Boxer Court San Lorenzo CA 94580,\n",
       " 3219 Lakeshore Drive Nashville TN 37138,\n",
       " 415 West 42nd Street Savannah GA 31401,\n",
       " 5792 Owl Hill Avenue Santa Rosa CA 95409,\n",
       " 6816 West 84th Circle #42 Arvada CO 80003,\n",
       " 1900 West Virginia Avenue Northeast Washington DC 20002,\n",
       " 2936 State Avenue Panama City FL 32405,\n",
       " 2604 13th Street Savannah GA 31408,\n",
       " 10304 North 179th Drive Waddell AZ 85355,\n",
       " 8142 Mallard Shore Drive Laurel MD 20724,\n",
       " 653 Stratton Arlington Road Stratton VT 05360,\n",
       " 2414 Parker Street #R 16 Berkeley CA 94704,\n",
       " 43 Westminster Street Pittsfield MA 01201,\n",
       " 422 C Street Northeast Washington DC 20002,\n",
       " 535 Saddlewood Lane Montgomery AL 36109,\n",
       " 7910 West Krall Street Glendale AZ 85303,\n",
       " 1600 20th Street Northwest Washington DC 20009,\n",
       " 1217 Bay Street #318-A Tybee Island GA 31328,\n",
       " 7645 Marshall Street Arvada CO 80003,\n",
       " 717 Joseph Avenue Nashville TN 37207,\n",
       " 2106 Standard Avenue Louisville KY 40210,\n",
       " 316 20th Street Northeast Washington DC 20002,\n",
       " 227 West Montgomery Cross Road #736 Savannah GA 31406,\n",
       " 310 12th Avenue Santa Cruz CA 95062,\n",
       " 2685 California Street #APT 305 Mountain View CA 94040,\n",
       " 6460 Vermont 113 Vershire VT 05079,\n",
       " 8404 South Villa Avenue Oklahoma City OK 73159,\n",
       " 7030 West Krall Street Glendale AZ 85303,\n",
       " 189 Dalton Avenue Pittsfield MA 01201,\n",
       " 2455 Manchester Drive The Village OK 73120,\n",
       " 2405 230th Street Pasadena MD 21122,\n",
       " 589 East Main Street Newport VT 05855,\n",
       " 1520 H Street Northwest Washington DC 20006,\n",
       " 4603 Grant Street Northeast Washington DC 20019,\n",
       " 171 Brickhill Circle Pooler GA 31322,\n",
       " 607 North 46th Avenue Fayetteville AR 72704,\n",
       " 9134 Brook Park Drive Montgomery AL 36117,\n",
       " 2134 West Mills Drive Orange CA 92868,\n",
       " 2 Cockle Shell Road Savannah GA 31419,\n",
       " 1431 King George Boulevard #21-C Savannah GA 31419,\n",
       " 1804 Calhoun Avenue Panama City FL 32405,\n",
       " 23 Florida Avenue Northeast Washington DC 20002,\n",
       " 5630 Silverado Way #STE A8 Anchorage AK 99518,\n",
       " 11300 Lillian Lane Anchorage AK 99515,\n",
       " 2209 East Manor Drive Fayetteville AR 72701,\n",
       " 8325 Northwest 19th Street Oklahoma City OK 73127,\n",
       " 6925 Lariat Lane Castro Valley CA 94552,\n",
       " 6721 Boundary Run Nashville TN 37221,\n",
       " 1700 William E Summers III Avenue #201 Louisville KY 40211,\n",
       " 14 6th Street #1 Medford MA 02155,\n",
       " 11865 West 74th Avenue Arvada CO 80005,\n",
       " 912 Countryside Lane Montgomery AL 36117,\n",
       " 6080 Frontier Lane Nashville TN 37211,\n",
       " 1124 Bluewillow Court Nashville TN 37013,\n",
       " 17722 North 79th Avenue #1135 Glendale AZ 85308,\n",
       " 6 Oak Street Town of Rockingham VT 05101,\n",
       " 1537 Northwest 123rd Street Oklahoma City OK 73120,\n",
       " 10001 Pheasant Lane Oklahoma City OK 73162,\n",
       " 10340 West 62nd Place Arvada CO 80004,\n",
       " 52 Oleary Drive Manchester CT 06040,\n",
       " 15082 North 59th Avenue #111 Glendale AZ 85306,\n",
       " 7047 Vinson Road Panama City FL 32413,\n",
       " 200 Edson Road Windham VT 05359,\n",
       " 150 Manistee Drive Panama City Beach FL 32413,\n",
       " 2335 Orchard View Lane Escondido CA 92027,\n",
       " 65 Clark Street #2 Newton MA 02459,\n",
       " 18318 Pioneer Drive Anchorage AK 99577,\n",
       " 110 Elmwood Avenue Barre VT 05641,\n",
       " 4800 Huffman Road Anchorage AK 99516,\n",
       " 8219 Minor Lane #9 Louisville KY 40219,\n",
       " 10129 Spring Gate Drive Louisville KY 40241,\n",
       " 65 Arcellia Drive Manchester CT 06042,\n",
       " 12460 West Solano Drive Litchfield Park AZ 85340,\n",
       " 618 Watts Street Montgomery AL 36104,\n",
       " 5805 Armada Drive Carlsbad CA 92008,\n",
       " 1644 Queenstown Road Nichols Hills OK 73116,\n",
       " 143 Main Street Manchester CT 06042,\n",
       " 226 Tranquility Lane Saint Albans Town VT 05488,\n",
       " 831 21st Street Northeast Washington DC 20002,\n",
       " 22825 Paseo Place Hayward CA 94541,\n",
       " 2902 Flint Street Union City CA 94587,\n",
       " 919 Windsor Avenue Annapolis MD 21403,\n",
       " 6041 North 72nd Lane Glendale AZ 85303,\n",
       " 163 Highwood Drive Manchester CT 06040,\n",
       " 1334 East 14th Avenue #APT 000004 Anchorage AK 99501,\n",
       " 223 Goose Pond Road Fairfax VT 05454,\n",
       " 1021 North Center Avenue Panama City FL 32401,\n",
       " 1559 Alabama Avenue Southeast Washington DC 20032,\n",
       " 1238 Roanwood Way Concord CA 94521,\n",
       " 2068 Happy Lane Crofton MD 21114,\n",
       " 5378 Allison Street #102 Arvada CO 80002,\n",
       " 4604 Virginia Loop Road Montgomery AL 36116,\n",
       " 7711 North 51st Avenue #1180 Glendale AZ 85301,\n",
       " 343 Daman Drive Montgomery AL 36108,\n",
       " 3623 Chateau Lane Louisville KY 40219,\n",
       " 2619 North Quality Lane #315 Fayetteville AR 72703,\n",
       " 5334 West Northern Avenue #327 Glendale AZ 85301,\n",
       " 3835 Oakes Drive Hayward CA 94542,\n",
       " 295 Townes Drive Nashville TN 37211,\n",
       " 125 13th Street Northeast Washington DC 20002,\n",
       " 7308 Northwest 119th Street Oklahoma City OK 73162,\n",
       " 1911 East 58th Avenue Anchorage AK 99507,\n",
       " 22649 McManus Drive Anchorage AK 99567,\n",
       " 4617 East 3rd Street Panama City FL 32404,\n",
       " 6436 Stoney Point Road Panama City FL 32404,\n",
       " 2577 Rhode Island Avenue Northeast Washington DC 20018,\n",
       " 44 Campfield Road Manchester CT 06040,\n",
       " 7132 South Villa Avenue Oklahoma City OK 73159,\n",
       " 107 West Canton Circle Springfield MA 01104,\n",
       " 14358 West 88th Place C Arvada CO 80005,\n",
       " 2100 Sandy Creek Trail Edmond OK 73013,\n",
       " 6404 West 82nd Drive Arvada CO 80003,\n",
       " 1609 Porter Avenue Nashville TN 37206,\n",
       " 8421 Thomas Drive #4 Panama City FL 32408,\n",
       " 116 Frost Park Hartford VT 05001,\n",
       " 132 Tensaw Road Montgomery AL 36117,\n",
       " 3147 West Old Farmington Road Fayetteville AR 72704,\n",
       " 3538 Mendenhall Court Pleasanton CA 94588,\n",
       " 1623 Mines Road Lowell VT 05847,\n",
       " 99 Pond Avenue #606 Brookline MA 02445,\n",
       " 557 West Willoughby Road Fayetteville AR 72701,\n",
       " 309 Brooke Court Panama City FL 32404,\n",
       " 4696 Bull Run Road Ashland City TN 37015,\n",
       " 18330 North 79th Avenue #3155 Glendale AZ 85308,\n",
       " 5601 West Missouri Avenue #165 Glendale AZ 85301,\n",
       " 2903 West 31st Avenue #APT 000002 Anchorage AK 99517,\n",
       " 2611 Bluefield Avenue Nashville TN 37214,\n",
       " 203 East Gwinnett Street Savannah GA 31401,\n",
       " 3517 S Street Northwest Washington DC 20007,\n",
       " 1123 Ardee Avenue Nashville TN 37216,\n",
       " 3811 W Street Southeast Washington DC 20020,\n",
       " 2130 Loren Circle Fayetteville AR 72701,\n",
       " 4 Orchard Street Manchester CT 06040,\n",
       " 4755 Coventry Road Montgomery AL 36116,\n",
       " 1806 Boscobel Street Nashville TN 37206,\n",
       " 7034 West John Garrison Road Fayetteville AR 72704,\n",
       " 233 Juniper Drive South Burlington VT 05403,\n",
       " 1831 Frankford Avenue Panama City FL 32405,\n",
       " 4924 West 65th Avenue Arvada CO 80003,\n",
       " 7095 Gladiola Street Arvada CO 80004,\n",
       " 7564 Moore Court Arvada CO 80005,\n",
       " 8442 Everett Way A Arvada CO 80005,\n",
       " 1330 West 82nd Avenue Anchorage AK 99518,\n",
       " 4907 Roger Drive Anchorage AK 99507,\n",
       " 123 Blossom Road Westport MA 02790,\n",
       " 915 Hargrove Street Ardmore OK 73401,\n",
       " 1983 Reidsville Street Annapolis MD 21401,\n",
       " 12403 Deerfield Road Savannah GA 31419,\n",
       " 1011 Devon Drive Hayward CA 94542,\n",
       " 5222 West Laurie Lane Glendale AZ 85302,\n",
       " 35 Pilgrim Lane Manchester CT 06040,\n",
       " 2728 Hale Avenue Louisville KY 40211,\n",
       " 65 Lowry Road Falmouth MA 02540,\n",
       " 302 Depot Road Boxborough MA 01719,\n",
       " 1402 Maggies Way Waterbury Center VT 05677,\n",
       " 81 Lyness Street Manchester CT 06040,\n",
       " 6518 Dolphin Court Glen Burnie MD 21061,\n",
       " 1842 West Park Place Oklahoma City OK 73106,\n",
       " 1 Pond View Road Proctor VT 05765,\n",
       " 1340 5th Street Northwest Washington DC 20001,\n",
       " 6000 Parker Drive Deale MD 20751,\n",
       " 822 Bowden Street Savannah GA 31415,\n",
       " 1710 East Harold Street Fayetteville AR 72703,\n",
       " 1518 Jenks Avenue Panama City FL 32405,\n",
       " 814 South Pickard Avenue Norman OK 73069,\n",
       " 100 Fenwick Village Drive Savannah GA 31419,\n",
       " 218 Middle Street Brighton VT 05846,\n",
       " 5470 Atlanta Highway Montgomery AL 36109,\n",
       " 43 Main Street Essex VT 05452,\n",
       " 804 East 7th Court Panama City FL 32401,\n",
       " 1709 Queensbury Road Moore OK 73160,\n",
       " 646 Clinton Street Montgomery AL 36108,\n",
       " 708 Pine Drift Drive Odenton MD 21113,\n",
       " 5104 West Tierra Buena Lane Glendale AZ 85306,\n",
       " 1234 Carmel Street Madera CA 93638,\n",
       " 1753 Zion Road #E33 Fayetteville AR 72703,\n",
       " 22538 6th Street Hayward CA 94541,\n",
       " 415 Lullwater Drive Panama City Beach FL 32413,\n",
       " 219 Bidwell Street Manchester CT 06040,\n",
       " 4500 Margalo Avenue Bakersfield CA 93313,\n",
       " 8380 West 67th Avenue Arvada CO 80004,\n",
       " 2334 Nantucket Drive Crofton MD 21114,\n",
       " 720 East Muhammad Ali Boulevard Louisville KY 40202,\n",
       " 12022 Town Park Circle Anchorage AK 99577,\n",
       " 2305 Ranchland Drive Savannah GA 31404,\n",
       " 1656 Newton Street Northwest Washington DC 20010,\n",
       " 91 85th Avenue Fayetteville AR 72704,\n",
       " 228 Central Street Milford MA 01757,\n",
       " 20 Masters Way Manchester CT 06040,\n",
       " 5396 North Reese Avenue Fresno CA 93722,\n",
       " 28 Wilfred Road Manchester CT 06040,\n",
       " 200 Pheasant Avenue #103 Louisville KY 40118,\n",
       " 1650 Garland Avenue Fayetteville AR 72703,\n",
       " 4600 Ritchie Highway Baltimore MD 21225,\n",
       " 733 East DeRenne Avenue Savannah GA 31405,\n",
       " 8349 West Stella Way Glendale AZ 85305,\n",
       " 33 Pond Avenue #804 Brookline MA 02445,\n",
       " 9 Kimball Court #107 Burlington MA 01803,\n",
       " 2433 Southwest 36th Street Oklahoma City OK 73109,\n",
       " 4607 Artelia Drive Nashville TN 37013,\n",
       " 212 Ambleside Drive Severna Park MD 21146,\n",
       " 8757 Lamar Circle Arvada CO 80003,\n",
       " 130 Carolina Cherry Circle Pooler GA 31322,\n",
       " 7804 Abercorn Street #11 Savannah GA 31406,\n",
       " 12870 Old Seward Highway #STE 000105 Anchorage AK 99515,\n",
       " 8133 Meadowgreen Place Louisville KY 40299,\n",
       " 5 Meadow Lane Rutland VT 05701,\n",
       " 562 South Pierremont Drive Fayetteville AR 72701,\n",
       " 1219 Carleton Street M Berkeley CA 94702,\n",
       " 1403 Boulder Court Hanover MD 21076,\n",
       " 122 Coral Drive Panama City Beach FL 32413,\n",
       " 1404 James Way Edgewater MD 21037,\n",
       " 4300 Woodley Square Montgomery AL 36116,\n",
       " 422 Richmond Street El Cerrito CA 94530,\n",
       " 222 Plymouth Street A Middleborough MA 02346,\n",
       " 451 East Street Huntington VT 05462,\n",
       " 9209 Eupora Court Jeffersontown KY 40299,\n",
       " 4 Conti Circle Barre VT 05641,\n",
       " 5264 Shafter Avenue Oakland CA 94618,\n",
       " 1630 Eton Way Crofton MD 21114,\n",
       " 5244 West Port Au Prince Lane Glendale AZ 85306,\n",
       " 1835 Pointer Lane Fayetteville AR 72701,\n",
       " 107 Laurel Green Court Savannah GA 31419,\n",
       " 7250 Urban Drive Arvada CO 80005,\n",
       " 12 Kane Road Manchester CT 06040,\n",
       " 4132 Northwest 57th Street Oklahoma City OK 73112,\n",
       " 10774 West 54th Lane Arvada CO 80002,\n",
       " 6729 North 54th Avenue Glendale AZ 85301,\n",
       " 6483 West 76th Avenue Arvada CO 80003,\n",
       " 5732 Jean Drive Union City CA 94587,\n",
       " 8221 Surf Drive Panama City FL 32408,\n",
       " 9101 Vanguard Drive Anchorage AK 99507,\n",
       " 18713 Shilstone Way Edmond OK 73012,\n",
       " 51185 Helmsman Street Kenai AK 99611,\n",
       " 128 East Oak Street #3 Louisville KY 40203,\n",
       " 1222 Arcade Boulevard Sacramento CA 95815,\n",
       " 1405 Mercedes Avenue APARTMENT G Panama City FL 32401,\n",
       " 7024 Johnny Mercer Boulevard Savannah GA 31410,\n",
       " 3600 Pennsylvania Avenue #APT 6 Fremont CA 94536,\n",
       " 312 North Cove Boulevard Panama City FL 32401,\n",
       " 3118 Sora Avenue Louisville KY 40213,\n",
       " 6420 Via Baron Rancho Palos Verdes CA 90275,\n",
       " 3321 Furman Boulevard Louisville KY 40220,\n",
       " 98 Lincoln Street Revere MA 02151,\n",
       " 984 Greendale Avenue Needham MA 02492,\n",
       " 239 Eastern Avenue Fayetteville AR 72701,\n",
       " 1106 Commanders Way South Annapolis MD 21409,\n",
       " 4927 Alvin Sperry Road Mount Juliet TN 37122,\n",
       " 1632 North Lunsford Avenue Fayetteville AR 72701,\n",
       " 2349 East Tall Oaks Drive Fayetteville AR 72703,\n",
       " 2036 Hermitage Hills Drive Gambrills MD 21054,\n",
       " 119 Oakland Street Manchester CT 06042,\n",
       " 37675 Fremont Boulevard #APT 42 Fremont CA 94536,\n",
       " 3104 Southwest 46th Street Oklahoma City OK 73119,\n",
       " 2036 Gorgas Street Montgomery AL 36106,\n",
       " 11102 Little Rock Court Louisville KY 40241,\n",
       " 46 Deslauriers Street Chicopee MA 01020,\n",
       " 12 Red Fox Drive Savannah GA 31419,\n",
       " 503 Blackwood Terrace Southeast Calhoun GA 30701,\n",
       " 2223 North Fernwood Court Savannah GA 31404,\n",
       " 5444 Nicole Boulevard Panama City FL 32404,\n",
       " 849 East Victoria Street #204 Carson CA 90746,\n",
       " 445 South Potomac Circle Aurora CO 80012,\n",
       " 201 East 9th Avenue #APT 000102 Anchorage AK 99501,\n",
       " 3500 15th Street Northeast Washington DC 20017,\n",
       " 4981 Shirley Way Livermore CA 94550,\n",
       " 1300 Lemos Lane Fremont CA 94539,\n",
       " 5000 V Street Northwest Washington DC 20007,\n",
       " 6823 Forsythe Drive Panama City FL 32404,\n",
       " 1522 South 36th Street Louisville KY 40211,\n",
       " 313 Lone Oak Drive Norman OK 73071,\n",
       " 970 Old Oak Road Livermore CA 94550,\n",
       " 1653 Brooks Avenue Fayetteville AR 72701,\n",
       " 441 Merritt Avenue Oakland CA 94610,\n",
       " 632 North Pine Street Anchorage AK 99508,\n",
       " 1745 T Street Southeast Washington DC 20020,\n",
       " ...]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(nlp.pipe(addrs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "176 ms ± 1.51 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
     ]
    }
   ],
   "source": [
    "# on a 2021 M1 Macbook Pro with 64GB of RAM\n",
    "%timeit list(nlp.pipe(addrs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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