{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 3.0 Viz Heatmaps" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "from copy import deepcopy" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "clustergrammer2 backend version 0.2.9\n" ] } ], "source": [ "from clustergrammer2 import net\n", "df = {}" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import clustergrammer_groupby as cby" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# load json to dict\n", "def load_to_dict( filename ):\n", " import json\n", " # load\n", " f = open(filename,'r')\n", " inst_dict = json.load(f)\n", " f.close()\n", " return inst_dict\n", "\n", "# save dict to json\n", "def save_to_json(inst_dict, filename, indent=True):\n", " import json\n", "\n", " # save as a json\n", " fw = open(filename, 'w')\n", " if indent == True:\n", " fw.write( json.dumps(inst_dict, indent=2) )\n", " else:\n", " fw.write( json.dumps(inst_dict) )\n", " fw.close()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "address_dict = load_to_dict('../data/address_dict.json')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "3456" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(list(address_dict.keys()))" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "df['ini'] = pd.read_csv('../challenge_data/dvs_challenge_1_membership_time_space.csv')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Collect Addresses, Lat, Longtude" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "country_dict = {}\n", "city_dict = {}\n", "lat_dict = {}\n", "lng_dict = {}\n", "for inst_row in df['ini'].index.tolist():\n", " \n", " lat_dict[str(inst_row)] = df['ini'].loc[inst_row]['lat']\n", " lng_dict[str(inst_row)] = df['ini'].loc[inst_row]['long']\n", " \n", " inst_row = str(inst_row)\n", " if str(inst_row) in address_dict:\n", " inst_address = address_dict[inst_row].split(', ') \n", " inst_country = inst_address[-1]\n", " try:\n", " inst_city = inst_address[-4]\n", " except:\n", " inst_city = 'N.A.'\n", " \n", " else:\n", " inst_country = 'N.A.'\n", " inst_city = 'N.A.'\n", " \n", " \n", "\n", " country_dict[inst_row] = inst_country\n", " city_dict[inst_row] = inst_city\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " lat long data visualization society date_with_hour \\\n", "0 19.075984 72.877656 3.666667 3.333333 2.666667 2/20/2019 12 \n", "1 43.653226 -79.383184 3.333333 3.000000 3.333333 2/20/2019 12 \n", "2 39.739236 -104.990251 3.000000 1.666667 1.666667 2/20/2019 12 \n", "3 60.169856 24.938379 2.000000 3.666667 2.333333 2/20/2019 12 \n", "4 38.907192 -77.036871 2.333333 4.000000 2.666667 2/20/2019 12 \n", "\n", " date hour \n", "0 2/20/2019 12 \n", "1 2/20/2019 12 \n", "2 2/20/2019 12 \n", "3 2/20/2019 12 \n", "4 2/20/2019 12 " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['ini'].head()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(3515, 4)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['clean'] = deepcopy(df['ini'])\n", "df['clean'] = df['clean'].drop(['lat', 'long', 'date_with_hour', 'date'], axis=1)\n", "df['clean'].shape" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " data visualization society hour\n", "0 3.666667 3.333333 2.666667 12\n", "1 3.333333 3.000000 3.333333 12\n", "2 3.000000 1.666667 1.666667 12\n", "3 2.000000 3.666667 2.333333 12\n", "4 2.333333 4.000000 2.666667 12" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['clean'].head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Add City Country Categories" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "df['cat'] = deepcopy(df['clean'].transpose())\n", "cols = df['cat'].columns.tolist()\n", "new_cols = [('P-' + str(x), \n", " 'Country: ' + country_dict[str(x)], \n", " 'City: ' + city_dict[str(x)],\n", " 'Lat: ' + str(lat_dict[str(x)]),\n", " 'Long: ' + str(lng_dict[str(x)])\n", " ) for x in cols]\n", "df['cat'].columns = new_cols" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "rows = df['cat'].index.tolist()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "mat = df['cat'].get_values().astype('float')" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "df['proc'] = pd.DataFrame(columns=new_cols, index=rows, data=mat)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3515 3456\n" ] } ], "source": [ "cols = df['proc'].columns.tolist()\n", "keep_cols = [x for x in cols if 'N.A.' not in x[1]]\n", "print(len(cols), len(keep_cols))\n", "df['prot'] = df['proc'][keep_cols]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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"cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "net.load_df(df['proc'])\n", "net.set_cat_color(axis='col', cat_index=1, cat_name='Country: USA', inst_color='blue')\n", "net.set_cat_color(axis='col', cat_index=1, cat_name='Country: United Kingdom', inst_color='white')\n", "net.set_cat_color(axis='col', cat_index=1, cat_name='Country: Canada', inst_color='red')\n", "net.set_cat_color(axis='col', cat_index=1, cat_name='Country: India', inst_color='green')\n", "net.set_cat_color(axis='col', cat_index=1, cat_name='Country: Australia', inst_color='black')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# All Members" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ef1f95b09364413aaa41320253e8977b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "ExampleWidget(network='{\"row_nodes\": [{\"name\": \"data\", \"ini\": 4, \"clust\": 1, \"rank\": 2, \"rankvar\": 2, \"group\":…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net.load_df(df['proc'])\n", "net.swap_nan_for_zero()\n", "net.normalize(axis='row', norm_type='zscore')\n", "net.widget()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/numpy/core/fromnumeric.py:3146: RuntimeWarning: Degrees of freedom <= 0 for slice\n", " **kwargs)\n", "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/numpy/core/_methods.py:125: RuntimeWarning: invalid value encountered in true_divide\n", " ret, rcount, out=ret, casting='unsafe', subok=False)\n", "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/scipy/stats/_distn_infrastructure.py:879: RuntimeWarning: invalid value encountered in greater\n", " return (self.a < x) & (x < self.b)\n", "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/scipy/stats/_distn_infrastructure.py:879: RuntimeWarning: invalid value encountered in less\n", " return (self.a < x) & (x < self.b)\n", "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/scipy/stats/_distn_infrastructure.py:1821: RuntimeWarning: invalid value encountered in less_equal\n", " cond2 = cond0 & (x <= self.a)\n" ] } ], "source": [ "df_sig, keep_genes_dict, df_gene_pval, all_fold_info = cby.generate_signatures(df['proc'], category_level='Country')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Country Signatures" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "03addd8ce6c341bb8ffbda88740ef68e", "version_major": 2, "version_minor": 0 }, "text/plain": [ "ExampleWidget(network='{\"row_nodes\": [{\"name\": \"data\", \"ini\": 4, \"clust\": 2, \"rank\": 2, \"rankvar\": 3, \"group\":…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net.load_df(df_sig)\n", "net.normalize(axis='row', norm_type='zscore')\n", "net.widget()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "net.set_cat_color(axis='col', cat_index=2, cat_name='City: New York City', inst_color='blue')\n", "net.set_cat_color(axis='col', cat_index=1, cat_name='City: San Francisco and County', inst_color='white')\n", "net.set_cat_color(axis='col', cat_index=1, cat_name='City: Washington', inst_color='red')\n", "net.set_cat_color(axis='col', cat_index=1, cat_name='Country: India', inst_color='green')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# U.S.A" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7bc52ab49f2f4164b9f763d59e168eff", "version_major": 2, "version_minor": 0 }, "text/plain": [ "ExampleWidget(network='{\"row_nodes\": [{\"name\": \"data\", \"ini\": 4, \"clust\": 1, \"rank\": 1, \"rankvar\": 3, \"group\":…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net.load_df(df['proc'])\n", "net.filter_cat(axis='col', cat_index=1, cat_name='Country: USA')\n", "df['usa'] = net.export_df()\n", "net.normalize(axis='row', norm_type='zscore')\n", "net.widget()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/numpy/core/fromnumeric.py:3146: RuntimeWarning: Degrees of freedom <= 0 for slice\n", " **kwargs)\n", "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/numpy/core/_methods.py:125: RuntimeWarning: invalid value encountered in true_divide\n", " ret, rcount, out=ret, casting='unsafe', subok=False)\n", "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/scipy/stats/_distn_infrastructure.py:879: RuntimeWarning: invalid value encountered in greater\n", " return (self.a < x) & (x < self.b)\n", "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/scipy/stats/_distn_infrastructure.py:879: RuntimeWarning: invalid value encountered in less\n", " return (self.a < x) & (x < self.b)\n", "/Users/nickfernandez/anaconda3/envs/py36lab/lib/python3.6/site-packages/scipy/stats/_distn_infrastructure.py:1821: RuntimeWarning: invalid value encountered in less_equal\n", " cond2 = cond0 & (x <= self.a)\n" ] } ], "source": [ "df_sig, keep_genes_dict, df_gene_pval, all_fold_info = cby.generate_signatures(df['usa'], category_level='City')" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(4, 256)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_sig.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# U.S.A City Signatures" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4e99f5f6362c440da1c2dbe77db193da", "version_major": 2, "version_minor": 0 }, "text/plain": [ "ExampleWidget(network='{\"row_nodes\": [{\"name\": \"data\", \"ini\": 4, \"clust\": 1, \"rank\": 1, \"rankvar\": 0, \"group\":…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net.load_df(df_sig)\n", "net.normalize(axis='row', norm_type='zscore')\n", "net.widget()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(4, 3515)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['proc'].shape" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('P-0',\n", " 'Country: India',\n", " 'City: Mumbai Suburban',\n", " 'Lat: 19.0759837',\n", " 'Long: 72.8776559')" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['proc'].columns.tolist()[0]" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "3460" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keep_cols = [x for x in df['proc'].columns.tolist() if 'nan' not in x[3] ]\n", "len(keep_cols)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(4, 3460)" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['def-pos'] = deepcopy(df['proc'])\n", "df['def-pos'] = df['def-pos'][keep_cols]\n", "df['def-pos'].shape" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "df['def-pos'].to_csv('../data/members_with_positions.txt', sep='\\t')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.6" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "03addd8ce6c341bb8ffbda88740ef68e": { "model_module": "clustergrammer2", "model_module_version": "^0.2.9", "model_name": "ExampleModel", "state": { "_model_module_version": "^0.2.9", "_view_module_version": "^0.2.9", "layout": "IPY_MODEL_87428eb45496450b8c366218ae907bc9", "network": "{\"row_nodes\": [{\"name\": \"data\", \"ini\": 4, \"clust\": 2, \"rank\": 2, \"rankvar\": 3, \"group\": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"hour\", \"ini\": 3, \"clust\": 0, \"rank\": 0, \"rankvar\": 0, \"group\": [4.0, 4.0, 4.0, 3.0, 3.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0]}, {\"name\": \"society\", \"ini\": 2, \"clust\": 1, \"rank\": 3, \"rankvar\": 2, \"group\": [3.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"visualization\", \"ini\": 1, \"clust\": 3, \"rank\": 1, \"rankvar\": 1, \"group\": [2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}], \"col_nodes\": [{\"name\": \"Argentina\", \"ini\": 93, \"clust\": 40, \"rank\": 63, \"rankvar\": 2, \"cat-0\": \"Country: Argentina\", \"cat_0_index\": 0, \"group\": [40.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Australia\", \"ini\": 92, \"clust\": 36, \"rank\": 68, \"rankvar\": 1, \"cat-0\": \"Country: Australia\", \"cat_0_index\": 1, \"group\": [38.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Austria\", \"ini\": 91, \"clust\": 85, \"rank\": 65, \"rankvar\": 52, \"cat-0\": \"Country: Austria\", \"cat_0_index\": 2, \"group\": [85.0, 20.0, 9.0, 7.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Azerbaijan\", \"ini\": 90, \"clust\": 37, \"rank\": 86, \"rankvar\": 34, \"cat-0\": \"Country: Azerbaijan\", \"cat_0_index\": 3, \"group\": [36.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Bangladesh\", \"ini\": 89, \"clust\": 5, \"rank\": 6, \"rankvar\": 85, \"cat-0\": \"Country: Bangladesh\", \"cat_0_index\": 4, \"group\": [6.0, 3.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Belarus\", \"ini\": 88, \"clust\": 33, \"rank\": 85, \"rankvar\": 57, \"cat-0\": \"Country: Belarus\", \"cat_0_index\": 5, \"group\": [34.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Belgium\", \"ini\": 87, \"clust\": 74, \"rank\": 38, \"rankvar\": 42, \"cat-0\": \"Country: Belgium\", \"cat_0_index\": 6, \"group\": [72.0, 19.0, 9.0, 7.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Bolivia\", \"ini\": 86, \"clust\": 13, \"rank\": 4, \"rankvar\": 68, \"cat-0\": \"Country: Bolivia\", \"cat_0_index\": 7, \"group\": [13.0, 4.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Brazil\", \"ini\": 85, \"clust\": 57, \"rank\": 53, \"rankvar\": 6, \"cat-0\": \"Country: Brazil\", \"cat_0_index\": 8, \"group\": [58.0, 13.0, 6.0, 5.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Bulgaria\", \"ini\": 84, \"clust\": 1, \"rank\": 26, \"rankvar\": 69, \"cat-0\": \"Country: Bulgaria\", \"cat_0_index\": 9, \"group\": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Burkina Faso\", \"ini\": 83, \"clust\": 63, \"rank\": 33, \"rankvar\": 82, \"cat-0\": \"Country: Burkina Faso\", \"cat_0_index\": 10, \"group\": [68.0, 18.0, 8.0, 6.0, 4.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Canada\", \"ini\": 82, \"clust\": 46, \"rank\": 66, \"rankvar\": 7, \"cat-0\": \"Country: Canada\", \"cat_0_index\": 11, \"group\": [46.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chile\", \"ini\": 81, \"clust\": 9, \"rank\": 36, \"rankvar\": 4, \"cat-0\": \"Country: Chile\", \"cat_0_index\": 12, \"group\": [12.0, 3.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Colombia\", \"ini\": 80, \"clust\": 43, \"rank\": 60, \"rankvar\": 0, \"cat-0\": \"Country: Colombia\", \"cat_0_index\": 13, \"group\": [45.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Costa Rica\", \"ini\": 79, \"clust\": 48, \"rank\": 89, \"rankvar\": 72, \"cat-0\": \"Country: Costa Rica\", \"cat_0_index\": 14, \"group\": [51.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cuba\", \"ini\": 78, \"clust\": 31, \"rank\": 91, \"rankvar\": 76, \"cat-0\": \"Country: Cuba\", \"cat_0_index\": 15, \"group\": [32.0, 9.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Czechia\", \"ini\": 77, \"clust\": 29, \"rank\": 11, \"rankvar\": 65, \"cat-0\": \"Country: Czechia\", \"cat_0_index\": 16, \"group\": [28.0, 8.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"D.R.\", \"ini\": 76, \"clust\": 61, \"rank\": 44, \"rankvar\": 81, \"cat-0\": \"Country: D.R.\", \"cat_0_index\": 17, \"group\": [62.0, 15.0, 7.0, 5.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Denmark\", \"ini\": 75, \"clust\": 73, \"rank\": 29, \"rankvar\": 58, \"cat-0\": \"Country: Denmark\", \"cat_0_index\": 18, \"group\": [74.0, 19.0, 9.0, 7.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ecuador\", \"ini\": 74, \"clust\": 58, \"rank\": 64, \"rankvar\": 67, \"cat-0\": \"Country: Ecuador\", \"cat_0_index\": 19, \"group\": [59.0, 13.0, 6.0, 5.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Egypt\", \"ini\": 73, \"clust\": 32, \"rank\": 61, \"rankvar\": 17, \"cat-0\": \"Country: Egypt\", \"cat_0_index\": 20, \"group\": [33.0, 9.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"El Salvador\", \"ini\": 72, \"clust\": 52, \"rank\": 80, \"rankvar\": 79, \"cat-0\": \"Country: El Salvador\", \"cat_0_index\": 21, \"group\": [55.0, 11.0, 5.0, 4.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Estonia\", \"ini\": 71, \"clust\": 88, \"rank\": 34, \"rankvar\": 55, \"cat-0\": \"Country: Estonia\", \"cat_0_index\": 22, \"group\": [92.0, 21.0, 10.0, 7.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Finland\", \"ini\": 70, \"clust\": 24, \"rank\": 14, \"rankvar\": 50, \"cat-0\": \"Country: Finland\", \"cat_0_index\": 23, \"group\": [27.0, 7.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"France\", \"ini\": 69, \"clust\": 75, \"rank\": 37, \"rankvar\": 39, \"cat-0\": \"Country: France\", \"cat_0_index\": 24, \"group\": [73.0, 19.0, 9.0, 7.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Georgia\", \"ini\": 68, \"clust\": 35, \"rank\": 90, \"rankvar\": 59, \"cat-0\": \"Country: Georgia\", \"cat_0_index\": 25, \"group\": [39.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Germany\", \"ini\": 67, \"clust\": 78, \"rank\": 57, \"rankvar\": 29, \"cat-0\": \"Country: Germany\", \"cat_0_index\": 26, \"group\": [79.0, 20.0, 9.0, 7.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ghana\", \"ini\": 66, \"clust\": 6, \"rank\": 5, \"rankvar\": 77, \"cat-0\": \"Country: Ghana\", \"cat_0_index\": 27, \"group\": [7.0, 3.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Greece\", \"ini\": 65, \"clust\": 84, \"rank\": 79, \"rankvar\": 73, \"cat-0\": \"Country: Greece\", \"cat_0_index\": 28, \"group\": [87.0, 20.0, 9.0, 7.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Guatemala\", \"ini\": 64, \"clust\": 10, \"rank\": 25, \"rankvar\": 61, \"cat-0\": \"Country: Guatemala\", \"cat_0_index\": 29, \"group\": [10.0, 3.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Honduras\", \"ini\": 63, \"clust\": 3, \"rank\": 8, \"rankvar\": 78, \"cat-0\": \"Country: Honduras\", \"cat_0_index\": 30, \"group\": [4.0, 3.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hungary\", \"ini\": 62, \"clust\": 25, \"rank\": 15, \"rankvar\": 20, \"cat-0\": \"Country: Hungary\", \"cat_0_index\": 31, \"group\": [25.0, 7.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"India\", \"ini\": 61, \"clust\": 69, \"rank\": 42, \"rankvar\": 24, \"cat-0\": \"Country: India\", \"cat_0_index\": 32, \"group\": [71.0, 19.0, 9.0, 7.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Indonesia\", \"ini\": 60, \"clust\": 62, \"rank\": 48, \"rankvar\": 51, \"cat-0\": \"Country: Indonesia\", \"cat_0_index\": 33, \"group\": [63.0, 15.0, 7.0, 5.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Iran\", \"ini\": 59, \"clust\": 91, \"rank\": 46, \"rankvar\": 92, \"cat-0\": \"Country: Iran\", \"cat_0_index\": 34, \"group\": [88.0, 21.0, 10.0, 7.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ireland\", \"ini\": 58, \"clust\": 27, \"rank\": 27, \"rankvar\": 9, \"cat-0\": \"Country: Ireland\", \"cat_0_index\": 35, \"group\": [31.0, 8.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Israel\", \"ini\": 57, \"clust\": 90, \"rank\": 41, \"rankvar\": 11, \"cat-0\": \"Country: 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22, \"cat-0\": \"Country: Latvia\", \"cat_0_index\": 41, \"group\": [37.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Luxembourg\", \"ini\": 51, \"clust\": 12, \"rank\": 13, \"rankvar\": 41, \"cat-0\": \"Country: Luxembourg\", \"cat_0_index\": 42, \"group\": [21.0, 4.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Madagascar\", \"ini\": 50, \"clust\": 18, \"rank\": 9, \"rankvar\": 27, \"cat-0\": \"Country: Madagascar\", \"cat_0_index\": 43, \"group\": [19.0, 4.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Malaysia\", \"ini\": 49, \"clust\": 21, \"rank\": 24, \"rankvar\": 5, \"cat-0\": \"Country: Malaysia\", \"cat_0_index\": 44, \"group\": [24.0, 6.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Mauritius\", \"ini\": 48, \"clust\": 59, \"rank\": 83, \"rankvar\": 84, \"cat-0\": \"Country: Mauritius\", \"cat_0_index\": 45, \"group\": [60.0, 14.0, 7.0, 5.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Mexico\", \"ini\": 47, \"clust\": 39, \"rank\": 73, \"rankvar\": 14, \"cat-0\": \"Country: Mexico\", \"cat_0_index\": 46, \"group\": [42.0, 10.0, 4.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Mongolia\", \"ini\": 46, \"clust\": 53, \"rank\": 72, \"rankvar\": 63, \"cat-0\": \"Country: Mongolia\", \"cat_0_index\": 47, \"group\": [53.0, 11.0, 5.0, 4.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Morocco\", \"ini\": 45, \"clust\": 22, \"rank\": 7, \"rankvar\": 83, \"cat-0\": \"Country: Morocco\", \"cat_0_index\": 48, \"group\": [22.0, 5.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Myanmar\", \"ini\": 44, \"clust\": 11, \"rank\": 18, \"rankvar\": 70, \"cat-0\": \"Country: Myanmar\", \"cat_0_index\": 49, \"group\": [11.0, 3.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"N.A.\", \"ini\": 43, \"clust\": 4, \"rank\": 19, \"rankvar\": 49, \"cat-0\": \"Country: N.A.\", \"cat_0_index\": 50, \"group\": [5.0, 3.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 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1.0]}, {\"name\": \"Blair County\", \"ini\": 234, \"clust\": 108, \"rank\": 237, \"rankvar\": 142, \"cat-0\": \"City: Blair County\", \"cat_0_index\": 22, \"group\": [107.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Bonneville County\", \"ini\": 233, \"clust\": 180, \"rank\": 9, \"rankvar\": 140, \"cat-0\": \"City: Bonneville County\", \"cat_0_index\": 23, \"group\": [179.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Boone County\", \"ini\": 232, \"clust\": 111, \"rank\": 231, \"rankvar\": 88, \"cat-0\": \"City: Boone County\", \"cat_0_index\": 24, \"group\": [109.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Boulder County\", \"ini\": 231, \"clust\": 92, \"rank\": 143, \"rankvar\": 62, \"cat-0\": \"City: Boulder County\", \"cat_0_index\": 25, \"group\": [103.0, 15.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Brighton\", \"ini\": 230, \"clust\": 186, \"rank\": 5, \"rankvar\": 109, \"cat-0\": \"City: Brighton\", \"cat_0_index\": 26, \"group\": [185.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Broward County\", \"ini\": 229, \"clust\": 138, \"rank\": 104, \"rankvar\": 41, \"cat-0\": \"City: Broward County\", \"cat_0_index\": 27, \"group\": [137.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Bucks County\", \"ini\": 228, \"clust\": 116, \"rank\": 233, \"rankvar\": 69, \"cat-0\": \"City: Bucks County\", \"cat_0_index\": 28, \"group\": [115.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Buffalo\", \"ini\": 227, \"clust\": 32, \"rank\": 173, \"rankvar\": 39, \"cat-0\": \"City: Buffalo\", \"cat_0_index\": 29, \"group\": [31.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Buncombe County\", \"ini\": 226, \"clust\": 158, \"rank\": 158, \"rankvar\": 176, \"cat-0\": \"City: Buncombe County\", \"cat_0_index\": 30, \"group\": [160.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Camden County\", \"ini\": 225, \"clust\": 69, \"rank\": 191, \"rankvar\": 78, \"cat-0\": \"City: Camden County\", \"cat_0_index\": 31, \"group\": [68.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Carroll County\", \"ini\": 224, \"clust\": 43, \"rank\": 195, \"rankvar\": 228, \"cat-0\": \"City: Carroll County\", \"cat_0_index\": 32, \"group\": [42.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cass County\", \"ini\": 223, \"clust\": 62, \"rank\": 221, \"rankvar\": 116, \"cat-0\": \"City: Cass County\", \"cat_0_index\": 33, \"group\": [58.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Centre County\", \"ini\": 222, \"clust\": 23, \"rank\": 45, \"rankvar\": 164, \"cat-0\": \"City: Centre County\", \"cat_0_index\": 34, \"group\": [22.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chaffee County\", \"ini\": 221, \"clust\": 233, \"rank\": 156, \"rankvar\": 180, \"cat-0\": \"City: Chaffee County\", \"cat_0_index\": 35, \"group\": [233.0, 37.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Champaign County\", \"ini\": 220, \"clust\": 5, \"rank\": 149, \"rankvar\": 67, \"cat-0\": \"City: Champaign County\", \"cat_0_index\": 36, \"group\": [6.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Charleston County\", \"ini\": 219, \"clust\": 160, \"rank\": 165, \"rankvar\": 204, \"cat-0\": \"City: Charleston County\", \"cat_0_index\": 37, \"group\": [157.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Charlottesville\", \"ini\": 218, \"clust\": 236, \"rank\": 121, \"rankvar\": 81, \"cat-0\": \"City: Charlottesville\", \"cat_0_index\": 38, \"group\": [234.0, 38.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chatham County\", \"ini\": 217, \"clust\": 6, \"rank\": 150, \"rankvar\": 135, \"cat-0\": \"City: Chatham County\", \"cat_0_index\": 39, \"group\": [7.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cherokee County\", \"ini\": 216, \"clust\": 70, \"rank\": 223, \"rankvar\": 105, \"cat-0\": \"City: Cherokee County\", \"cat_0_index\": 40, \"group\": [69.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chesterfield County\", \"ini\": 215, \"clust\": 33, \"rank\": 251, \"rankvar\": 205, \"cat-0\": \"City: Chesterfield County\", \"cat_0_index\": 41, \"group\": [32.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cheyenne County\", \"ini\": 214, \"clust\": 182, \"rank\": 12, \"rankvar\": 137, \"cat-0\": \"City: Cheyenne County\", \"cat_0_index\": 42, \"group\": [181.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chittenden County\", \"ini\": 213, \"clust\": 40, \"rank\": 126, \"rankvar\": 29, \"cat-0\": \"City: Chittenden County\", \"cat_0_index\": 43, \"group\": [41.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"City of St. Louis\", \"ini\": 212, \"clust\": 58, \"rank\": 208, \"rankvar\": 61, \"cat-0\": \"City: City of St. Louis\", \"cat_0_index\": 44, \"group\": [67.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Clark County\", \"ini\": 211, \"clust\": 105, \"rank\": 190, \"rankvar\": 53, \"cat-0\": \"City: Clark County\", \"cat_0_index\": 45, \"group\": [106.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cleveland County\", \"ini\": 210, \"clust\": 177, \"rank\": 33, \"rankvar\": 7, \"cat-0\": \"City: Cleveland County\", \"cat_0_index\": 46, \"group\": [177.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cobb County\", \"ini\": 209, \"clust\": 16, \"rank\": 64, \"rankvar\": 221, \"cat-0\": \"City: Cobb County\", \"cat_0_index\": 47, \"group\": [19.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Coconino County\", \"ini\": 208, \"clust\": 103, \"rank\": 161, \"rankvar\": 115, \"cat-0\": \"City: Coconino County\", \"cat_0_index\": 48, \"group\": [99.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Collin County\", \"ini\": 207, \"clust\": 17, \"rank\": 112, \"rankvar\": 92, \"cat-0\": \"City: Collin County\", \"cat_0_index\": 49, \"group\": [17.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Columbia County\", \"ini\": 206, \"clust\": 99, \"rank\": 243, \"rankvar\": 165, \"cat-0\": \"City: Columbia County\", \"cat_0_index\": 50, \"group\": [95.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Columbus\", \"ini\": 205, \"clust\": 56, \"rank\": 180, \"rankvar\": 123, \"cat-0\": \"City: Columbus\", \"cat_0_index\": 51, \"group\": [56.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Comal County\", \"ini\": 204, \"clust\": 45, \"rank\": 224, \"rankvar\": 197, \"cat-0\": \"City: Comal County\", \"cat_0_index\": 52, \"group\": [44.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Contra Costa County\", \"ini\": 203, \"clust\": 28, \"rank\": 85, \"rankvar\": 222, \"cat-0\": \"City: Contra Costa County\", \"cat_0_index\": 53, \"group\": [29.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cook County\", \"ini\": 202, \"clust\": 212, \"rank\": 119, \"rankvar\": 1, \"cat-0\": \"City: Cook County\", \"cat_0_index\": 54, \"group\": [211.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cumberland County\", \"ini\": 201, \"clust\": 104, \"rank\": 133, \"rankvar\": 56, \"cat-0\": \"City: Cumberland County\", \"cat_0_index\": 55, \"group\": [100.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Custer County\", \"ini\": 200, \"clust\": 29, \"rank\": 43, \"rankvar\": 238, \"cat-0\": \"City: Custer County\", \"cat_0_index\": 56, \"group\": [27.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cuyahoga County\", \"ini\": 199, \"clust\": 74, \"rank\": 203, \"rankvar\": 128, \"cat-0\": \"City: Cuyahoga County\", \"cat_0_index\": 57, \"group\": [72.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dakota County\", \"ini\": 198, \"clust\": 19, \"rank\": 111, \"rankvar\": 18, \"cat-0\": \"City: Dakota County\", \"cat_0_index\": 58, \"group\": [21.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dallas County\", \"ini\": 197, \"clust\": 76, \"rank\": 154, \"rankvar\": 59, \"cat-0\": \"City: Dallas County\", \"cat_0_index\": 59, \"group\": [77.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dane County\", \"ini\": 196, \"clust\": 125, \"rank\": 172, \"rankvar\": 2, \"cat-0\": \"City: Dane County\", \"cat_0_index\": 60, \"group\": [123.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dauphin County\", \"ini\": 195, \"clust\": 247, \"rank\": 34, \"rankvar\": 152, \"cat-0\": \"City: Dauphin County\", \"cat_0_index\": 61, \"group\": [245.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Davidson County\", \"ini\": 194, \"clust\": 0, \"rank\": 136, \"rankvar\": 40, \"cat-0\": \"City: Davidson County\", \"cat_0_index\": 62, \"group\": [3.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Davis County\", \"ini\": 193, \"clust\": 88, \"rank\": 213, \"rankvar\": 149, \"cat-0\": \"City: Davis County\", \"cat_0_index\": 63, \"group\": [86.0, 11.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"DeKalb County\", \"ini\": 192, \"clust\": 176, \"rank\": 18, \"rankvar\": 130, \"cat-0\": \"City: DeKalb County\", \"cat_0_index\": 64, \"group\": [178.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Delaware County\", \"ini\": 191, \"clust\": 229, \"rank\": 66, \"rankvar\": 119, \"cat-0\": \"City: Delaware County\", \"cat_0_index\": 65, \"group\": [228.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Denton County\", \"ini\": 190, \"clust\": 120, \"rank\": 255, \"rankvar\": 34, \"cat-0\": \"City: Denton County\", \"cat_0_index\": 66, \"group\": [121.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Denver County\", \"ini\": 189, \"clust\": 18, \"rank\": 120, \"rankvar\": 15, \"cat-0\": \"City: Denver County\", \"cat_0_index\": 67, \"group\": [18.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Deschutes County\", \"ini\": 188, \"clust\": 66, \"rank\": 204, \"rankvar\": 146, \"cat-0\": \"City: Deschutes County\", \"cat_0_index\": 68, \"group\": [66.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Douglas County\", \"ini\": 187, \"clust\": 47, \"rank\": 116, \"rankvar\": 104, \"cat-0\": \"City: Douglas County\", \"cat_0_index\": 69, \"group\": [49.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"DuPage County\", \"ini\": 186, \"clust\": 83, \"rank\": 227, \"rankvar\": 213, \"cat-0\": \"City: DuPage County\", \"cat_0_index\": 70, \"group\": [81.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Durham County\", \"ini\": 185, \"clust\": 1, \"rank\": 176, \"rankvar\": 154, \"cat-0\": \"City: Durham County\", \"cat_0_index\": 71, \"group\": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Duval County\", \"ini\": 184, \"clust\": 170, \"rank\": 6, \"rankvar\": 232, \"cat-0\": \"City: Duval County\", \"cat_0_index\": 72, \"group\": [171.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Eaton County\", \"ini\": 183, \"clust\": 97, \"rank\": 244, \"rankvar\": 186, \"cat-0\": \"City: Eaton County\", \"cat_0_index\": 73, \"group\": [93.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"El Paso County\", \"ini\": 182, \"clust\": 214, \"rank\": 76, \"rankvar\": 73, \"cat-0\": \"City: El Paso County\", \"cat_0_index\": 74, \"group\": [213.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Escambia County\", \"ini\": 181, \"clust\": 248, \"rank\": 25, \"rankvar\": 118, \"cat-0\": \"City: Escambia County\", \"cat_0_index\": 75, \"group\": [246.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Essex County\", \"ini\": 180, \"clust\": 254, \"rank\": 93, \"rankvar\": 97, \"cat-0\": \"City: Essex County\", \"cat_0_index\": 76, \"group\": [251.0, 42.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fairfax (city)\", \"ini\": 179, \"clust\": 213, \"rank\": 96, \"rankvar\": 172, \"cat-0\": \"City: Fairfax (city)\", \"cat_0_index\": 77, \"group\": [212.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fairfax County\", \"ini\": 178, \"clust\": 78, \"rank\": 168, \"rankvar\": 75, \"cat-0\": \"City: Fairfax County\", \"cat_0_index\": 78, \"group\": [74.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fairfield\", \"ini\": 177, \"clust\": 201, \"rank\": 29, \"rankvar\": 162, \"cat-0\": \"City: Fairfield\", \"cat_0_index\": 79, \"group\": [199.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Falls Church City\", \"ini\": 176, \"clust\": 149, \"rank\": 127, \"rankvar\": 190, \"cat-0\": \"City: Falls Church City\", \"cat_0_index\": 80, \"group\": [150.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fayette County\", \"ini\": 175, \"clust\": 223, \"rank\": 159, \"rankvar\": 216, \"cat-0\": \"City: Fayette County\", \"cat_0_index\": 81, \"group\": [224.0, 34.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Forsyth County\", \"ini\": 174, \"clust\": 128, \"rank\": 186, \"rankvar\": 80, \"cat-0\": \"City: Forsyth County\", \"cat_0_index\": 82, \"group\": [128.0, 17.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Franklin\", \"ini\": 173, \"clust\": 94, \"rank\": 209, \"rankvar\": 151, \"cat-0\": \"City: Franklin\", \"cat_0_index\": 83, \"group\": [91.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Franklin County\", \"ini\": 172, \"clust\": 34, \"rank\": 175, \"rankvar\": 33, \"cat-0\": \"City: Franklin County\", \"cat_0_index\": 84, \"group\": [33.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fredericksburg City\", \"ini\": 171, \"clust\": 156, \"rank\": 142, \"rankvar\": 169, \"cat-0\": \"City: Fredericksburg City\", \"cat_0_index\": 85, \"group\": [155.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fresno County\", \"ini\": 170, \"clust\": 166, \"rank\": 117, \"rankvar\": 191, \"cat-0\": \"City: Fresno County\", \"cat_0_index\": 86, \"group\": [164.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fulton County\", \"ini\": 169, \"clust\": 168, \"rank\": 89, \"rankvar\": 6, \"cat-0\": \"City: Fulton County\", \"cat_0_index\": 87, \"group\": [167.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Gallatin County\", \"ini\": 168, \"clust\": 127, \"rank\": 207, \"rankvar\": 225, \"cat-0\": \"City: Gallatin County\", \"cat_0_index\": 88, \"group\": [129.0, 17.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Grafton County\", \"ini\": 167, \"clust\": 134, \"rank\": 183, \"rankvar\": 76, \"cat-0\": \"City: Grafton County\", \"cat_0_index\": 89, \"group\": [132.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Grant County\", \"ini\": 166, \"clust\": 142, \"rank\": 32, \"rankvar\": 160, \"cat-0\": \"City: Grant County\", \"cat_0_index\": 90, \"group\": [141.0, 20.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Green County\", \"ini\": 165, \"clust\": 21, \"rank\": 87, \"rankvar\": 85, \"cat-0\": \"City: Green County\", \"cat_0_index\": 91, \"group\": [20.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Greenville County\", \"ini\": 164, \"clust\": 131, \"rank\": 206, \"rankvar\": 98, \"cat-0\": \"City: Greenville County\", \"cat_0_index\": 92, \"group\": [130.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Habersham County\", \"ini\": 163, \"clust\": 48, \"rank\": 152, \"rankvar\": 252, \"cat-0\": \"City: Habersham County\", \"cat_0_index\": 93, \"group\": [47.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hamilton County\", \"ini\": 162, \"clust\": 82, \"rank\": 185, \"rankvar\": 65, \"cat-0\": \"City: Hamilton County\", \"cat_0_index\": 94, \"group\": [83.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hampshire\", \"ini\": 161, \"clust\": 205, \"rank\": 26, \"rankvar\": 234, \"cat-0\": \"City: Hampshire\", \"cat_0_index\": 95, \"group\": [206.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Harris County\", \"ini\": 160, \"clust\": 136, \"rank\": 74, \"rankvar\": 110, \"cat-0\": \"City: Harris County\", \"cat_0_index\": 96, \"group\": [135.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hartford County\", \"ini\": 159, \"clust\": 100, \"rank\": 197, \"rankvar\": 50, \"cat-0\": \"City: Hartford County\", \"cat_0_index\": 97, \"group\": [96.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hennepin County\", \"ini\": 158, \"clust\": 67, \"rank\": 184, \"rankvar\": 72, \"cat-0\": \"City: Hennepin County\", \"cat_0_index\": 98, \"group\": [64.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Henrico County\", \"ini\": 157, \"clust\": 234, \"rank\": 131, \"rankvar\": 113, \"cat-0\": \"City: Henrico County\", \"cat_0_index\": 99, \"group\": [232.0, 37.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hillsborough County\", \"ini\": 156, \"clust\": 7, \"rank\": 139, \"rankvar\": 70, \"cat-0\": \"City: Hillsborough County\", \"cat_0_index\": 100, \"group\": [8.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Howard County\", \"ini\": 155, \"clust\": 11, \"rank\": 75, \"rankvar\": 17, \"cat-0\": \"City: Howard County\", \"cat_0_index\": 101, \"group\": [12.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hudson County\", \"ini\": 154, \"clust\": 241, \"rank\": 84, \"rankvar\": 86, \"cat-0\": \"City: Hudson County\", \"cat_0_index\": 102, \"group\": [238.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hunterdon County\", \"ini\": 153, \"clust\": 71, \"rank\": 171, \"rankvar\": 124, \"cat-0\": \"City: Hunterdon County\", \"cat_0_index\": 103, \"group\": [70.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ingham County\", \"ini\": 152, \"clust\": 89, \"rank\": 196, \"rankvar\": 125, \"cat-0\": \"City: Ingham County\", \"cat_0_index\": 104, \"group\": [87.0, 11.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jackson County\", \"ini\": 151, \"clust\": 44, \"rank\": 137, \"rankvar\": 43, \"cat-0\": \"City: Jackson County\", \"cat_0_index\": 105, \"group\": [43.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jackson Township\", \"ini\": 150, \"clust\": 25, \"rank\": 81, \"rankvar\": 141, \"cat-0\": \"City: Jackson Township\", \"cat_0_index\": 106, \"group\": [24.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jasper County\", \"ini\": 149, \"clust\": 243, \"rank\": 174, \"rankvar\": 179, \"cat-0\": \"City: Jasper County\", \"cat_0_index\": 107, \"group\": [243.0, 40.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jefferson County\", \"ini\": 148, \"clust\": 219, \"rank\": 129, \"rankvar\": 35, \"cat-0\": \"City: Jefferson County\", \"cat_0_index\": 108, \"group\": [218.0, 32.0, 14.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Johnson County\", \"ini\": 147, \"clust\": 153, \"rank\": 70, \"rankvar\": 127, \"cat-0\": \"City: Johnson County\", \"cat_0_index\": 109, \"group\": [153.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Juneau\", \"ini\": 146, \"clust\": 140, \"rank\": 37, \"rankvar\": 170, \"cat-0\": \"City: Juneau\", \"cat_0_index\": 110, \"group\": [139.0, 20.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kalamazoo County\", \"ini\": 145, \"clust\": 36, \"rank\": 252, \"rankvar\": 226, \"cat-0\": \"City: Kalamazoo County\", \"cat_0_index\": 111, \"group\": [38.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kane County\", \"ini\": 144, \"clust\": 122, \"rank\": 239, \"rankvar\": 21, \"cat-0\": \"City: Kane County\", \"cat_0_index\": 112, \"group\": [118.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kankakee County\", \"ini\": 143, \"clust\": 169, \"rank\": 7, \"rankvar\": 177, \"cat-0\": \"City: Kankakee County\", \"cat_0_index\": 113, \"group\": [168.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kent County\", \"ini\": 142, \"clust\": 54, \"rank\": 187, \"rankvar\": 214, \"cat-0\": \"City: Kent County\", \"cat_0_index\": 114, \"group\": [50.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"King County\", \"ini\": 141, \"clust\": 35, \"rank\": 166, \"rankvar\": 19, \"cat-0\": \"City: King County\", \"cat_0_index\": 115, \"group\": [34.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kitsap County\", \"ini\": 140, \"clust\": 9, \"rank\": 179, \"rankvar\": 168, \"cat-0\": \"City: Kitsap County\", \"cat_0_index\": 116, \"group\": [10.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Knox County\", \"ini\": 139, \"clust\": 208, \"rank\": 80, \"rankvar\": 143, \"cat-0\": \"City: Knox County\", \"cat_0_index\": 117, \"group\": [207.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lackawanna County\", \"ini\": 138, \"clust\": 217, \"rank\": 46, \"rankvar\": 245, \"cat-0\": \"City: Lackawanna County\", \"cat_0_index\": 118, \"group\": [215.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lancaster County\", \"ini\": 137, \"clust\": 231, \"rank\": 22, \"rankvar\": 242, \"cat-0\": \"City: Lancaster County\", \"cat_0_index\": 119, \"group\": [230.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lane County\", \"ini\": 136, \"clust\": 164, \"rank\": 100, \"rankvar\": 209, \"cat-0\": \"City: Lane County\", \"cat_0_index\": 120, \"group\": [161.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lee County\", \"ini\": 135, \"clust\": 232, \"rank\": 101, \"rankvar\": 49, \"cat-0\": \"City: Lee County\", \"cat_0_index\": 121, \"group\": [231.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lehigh County\", \"ini\": 134, \"clust\": 154, \"rank\": 24, \"rankvar\": 246, \"cat-0\": \"City: Lehigh County\", \"cat_0_index\": 122, \"group\": [151.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Leon County\", \"ini\": 133, \"clust\": 64, \"rank\": 200, \"rankvar\": 171, \"cat-0\": \"City: Leon County\", \"cat_0_index\": 123, \"group\": [62.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lewis and Clark County\", \"ini\": 132, \"clust\": 240, \"rank\": 65, \"rankvar\": 203, \"cat-0\": \"City: Lewis and Clark County\", \"cat_0_index\": 124, \"group\": [237.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Linn County\", \"ini\": 131, \"clust\": 46, \"rank\": 246, \"rankvar\": 235, \"cat-0\": \"City: Linn County\", \"cat_0_index\": 125, \"group\": [45.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Litchfield County\", \"ini\": 130, \"clust\": 225, \"rank\": 164, \"rankvar\": 202, \"cat-0\": \"City: Litchfield County\", \"cat_0_index\": 126, \"group\": [223.0, 34.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Los Alamos County\", \"ini\": 129, \"clust\": 139, \"rank\": 98, \"rankvar\": 199, \"cat-0\": \"City: Los Alamos County\", \"cat_0_index\": 127, \"group\": [138.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Los Angeles\", \"ini\": 128, \"clust\": 165, \"rank\": 118, \"rankvar\": 55, \"cat-0\": \"City: Los Angeles\", \"cat_0_index\": 128, \"group\": [162.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Los Angeles County\", \"ini\": 127, \"clust\": 218, \"rank\": 110, \"rankvar\": 26, \"cat-0\": \"City: Los Angeles County\", \"cat_0_index\": 129, \"group\": [216.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Loudoun County\", \"ini\": 126, \"clust\": 75, \"rank\": 234, \"rankvar\": 167, \"cat-0\": \"City: Loudoun County\", \"cat_0_index\": 130, \"group\": [73.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lucas County\", \"ini\": 125, \"clust\": 220, \"rank\": 201, \"rankvar\": 212, \"cat-0\": \"City: Lucas County\", \"cat_0_index\": 131, \"group\": [219.0, 32.0, 14.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lycoming County\", \"ini\": 124, \"clust\": 38, \"rank\": 241, \"rankvar\": 192, \"cat-0\": \"City: Lycoming County\", \"cat_0_index\": 132, \"group\": [37.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Macomb County\", \"ini\": 123, \"clust\": 57, \"rank\": 194, \"rankvar\": 211, \"cat-0\": \"City: Macomb County\", \"cat_0_index\": 133, \"group\": [57.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Macon County\", \"ini\": 122, \"clust\": 117, \"rank\": 242, \"rankvar\": 101, \"cat-0\": \"City: Macon County\", \"cat_0_index\": 134, \"group\": [116.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Madison County\", \"ini\": 121, \"clust\": 198, \"rank\": 23, \"rankvar\": 181, \"cat-0\": \"City: Madison County\", \"cat_0_index\": 135, \"group\": [196.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Manassas\", \"ini\": 120, \"clust\": 242, \"rank\": 52, \"rankvar\": 219, \"cat-0\": \"City: Manassas\", \"cat_0_index\": 136, \"group\": [239.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Maricopa County\", \"ini\": 119, \"clust\": 237, \"rank\": 107, \"rankvar\": 57, \"cat-0\": \"City: Maricopa County\", \"cat_0_index\": 137, \"group\": [235.0, 38.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Marin County\", \"ini\": 118, \"clust\": 249, \"rank\": 53, \"rankvar\": 106, \"cat-0\": \"City: Marin County\", \"cat_0_index\": 138, \"group\": [247.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Marion County\", \"ini\": 117, \"clust\": 84, \"rank\": 155, \"rankvar\": 16, \"cat-0\": \"City: Marion County\", \"cat_0_index\": 139, \"group\": [82.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"McLean County\", \"ini\": 116, \"clust\": 50, \"rank\": 153, \"rankvar\": 206, \"cat-0\": \"City: McLean County\", \"cat_0_index\": 140, \"group\": [55.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Mecklenburg County\", \"ini\": 115, \"clust\": 184, \"rank\": 50, \"rankvar\": 48, \"cat-0\": \"City: Mecklenburg County\", \"cat_0_index\": 141, \"group\": [183.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Medina County\", \"ini\": 114, \"clust\": 130, \"rank\": 215, \"rankvar\": 193, \"cat-0\": \"City: Medina County\", \"cat_0_index\": 142, \"group\": [127.0, 17.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Mercer County\", \"ini\": 113, \"clust\": 238, \"rank\": 88, \"rankvar\": 58, \"cat-0\": \"City: Mercer County\", \"cat_0_index\": 143, \"group\": [240.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Miami-Dade County\", \"ini\": 112, \"clust\": 150, \"rank\": 95, \"rankvar\": 150, \"cat-0\": \"City: Miami-Dade County\", \"cat_0_index\": 144, \"group\": [148.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Middlesex County\", \"ini\": 111, \"clust\": 188, \"rank\": 79, \"rankvar\": 5, \"cat-0\": \"City: Middlesex County\", \"cat_0_index\": 145, \"group\": [187.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Midland County\", \"ini\": 110, \"clust\": 178, \"rank\": 2, \"rankvar\": 95, \"cat-0\": \"City: Midland County\", \"cat_0_index\": 146, \"group\": [175.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Milwaukee County\", \"ini\": 109, \"clust\": 79, \"rank\": 181, \"rankvar\": 103, \"cat-0\": \"City: Milwaukee County\", \"cat_0_index\": 147, \"group\": [75.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Minnehaha County\", \"ini\": 108, \"clust\": 187, \"rank\": 10, \"rankvar\": 94, \"cat-0\": \"City: Minnehaha County\", \"cat_0_index\": 148, \"group\": [186.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Monongalia County\", \"ini\": 107, \"clust\": 216, \"rank\": 30, \"rankvar\": 239, \"cat-0\": \"City: Monongalia County\", \"cat_0_index\": 149, \"group\": [217.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Monroe County\", \"ini\": 106, \"clust\": 189, \"rank\": 59, \"rankvar\": 20, \"cat-0\": \"City: Monroe County\", \"cat_0_index\": 150, \"group\": [188.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Monterey County\", \"ini\": 105, \"clust\": 157, \"rank\": 113, \"rankvar\": 229, \"cat-0\": \"City: Monterey County\", \"cat_0_index\": 151, \"group\": [156.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Montgomery County\", \"ini\": 104, \"clust\": 39, \"rank\": 135, \"rankvar\": 25, \"cat-0\": \"City: Montgomery County\", \"cat_0_index\": 152, \"group\": [46.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Morris County\", \"ini\": 103, \"clust\": 226, \"rank\": 83, \"rankvar\": 241, \"cat-0\": \"City: Morris County\", \"cat_0_index\": 153, \"group\": [227.0, 35.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Multnomah County\", \"ini\": 102, \"clust\": 255, \"rank\": 105, \"rankvar\": 11, \"cat-0\": \"City: Multnomah County\", \"cat_0_index\": 154, \"group\": [252.0, 42.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"N.A.\", \"ini\": 101, \"clust\": 179, \"rank\": 15, \"rankvar\": 89, \"cat-0\": \"City: N.A.\", \"cat_0_index\": 155, \"group\": [176.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Nassau\", \"ini\": 100, \"clust\": 207, \"rank\": 56, \"rankvar\": 198, \"cat-0\": \"City: Nassau\", \"cat_0_index\": 156, \"group\": [205.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New Castle County\", \"ini\": 99, \"clust\": 227, \"rank\": 102, \"rankvar\": 174, \"cat-0\": \"City: New Castle County\", \"cat_0_index\": 157, \"group\": [225.0, 35.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New Hanover County\", \"ini\": 98, \"clust\": 13, \"rank\": 3, \"rankvar\": 207, \"cat-0\": \"City: New Hanover County\", \"cat_0_index\": 158, \"group\": [16.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New Haven County\", \"ini\": 97, \"clust\": 24, \"rank\": 97, \"rankvar\": 42, \"cat-0\": \"City: New Haven County\", \"cat_0_index\": 159, \"group\": [23.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New London County\", \"ini\": 96, \"clust\": 132, \"rank\": 178, \"rankvar\": 30, \"cat-0\": \"City: New London County\", \"cat_0_index\": 160, \"group\": [131.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New York City\", \"ini\": 95, \"clust\": 126, \"rank\": 157, \"rankvar\": 0, \"cat-0\": \"City: New York City\", \"cat_0_index\": 161, \"group\": [124.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Norfolk County\", \"ini\": 94, \"clust\": 183, \"rank\": 27, \"rankvar\": 93, \"cat-0\": \"City: Norfolk County\", \"cat_0_index\": 162, \"group\": [182.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Northampton County\", \"ini\": 93, \"clust\": 215, \"rank\": 39, \"rankvar\": 156, \"cat-0\": \"City: Northampton County\", \"cat_0_index\": 163, \"group\": [214.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Nueces County\", \"ini\": 92, \"clust\": 195, \"rank\": 31, \"rankvar\": 132, \"cat-0\": \"City: Nueces County\", \"cat_0_index\": 164, \"group\": [194.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Nye County\", \"ini\": 91, \"clust\": 230, \"rank\": 62, \"rankvar\": 134, \"cat-0\": \"City: Nye County\", \"cat_0_index\": 165, \"group\": [229.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Oakland County\", \"ini\": 90, \"clust\": 193, \"rank\": 14, \"rankvar\": 178, \"cat-0\": \"City: Oakland County\", \"cat_0_index\": 166, \"group\": [192.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ogle County\", \"ini\": 89, \"clust\": 77, \"rank\": 210, \"rankvar\": 163, \"cat-0\": \"City: Ogle County\", \"cat_0_index\": 167, \"group\": [76.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Okaloosa County\", \"ini\": 88, \"clust\": 235, \"rank\": 132, \"rankvar\": 114, \"cat-0\": \"City: Okaloosa County\", \"cat_0_index\": 168, \"group\": [232.0, 37.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Oklahoma County\", \"ini\": 87, \"clust\": 137, \"rank\": 61, \"rankvar\": 182, \"cat-0\": \"City: Oklahoma County\", \"cat_0_index\": 169, \"group\": [136.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Onondaga County\", \"ini\": 86, \"clust\": 181, \"rank\": 20, \"rankvar\": 83, \"cat-0\": \"City: Onondaga County\", \"cat_0_index\": 170, \"group\": [180.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ontario County\", \"ini\": 85, \"clust\": 107, \"rank\": 214, \"rankvar\": 91, \"cat-0\": \"City: Ontario County\", \"cat_0_index\": 171, \"group\": [105.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Orange County\", \"ini\": 84, \"clust\": 12, \"rank\": 68, \"rankvar\": 28, \"cat-0\": \"City: Orange County\", \"cat_0_index\": 172, \"group\": [13.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Orleans Parish\", \"ini\": 83, \"clust\": 53, \"rank\": 193, \"rankvar\": 247, \"cat-0\": \"City: Orleans Parish\", \"cat_0_index\": 173, \"group\": [52.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Outagamie County\", \"ini\": 82, \"clust\": 204, \"rank\": 40, \"rankvar\": 224, \"cat-0\": \"City: Outagamie County\", \"cat_0_index\": 174, \"group\": [203.0, 29.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Palm Beach County\", \"ini\": 81, \"clust\": 61, \"rank\": 254, \"rankvar\": 236, \"cat-0\": \"City: Palm Beach County\", \"cat_0_index\": 175, \"group\": [59.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Payne County\", \"ini\": 80, \"clust\": 174, \"rank\": 17, \"rankvar\": 36, \"cat-0\": \"City: Payne County\", \"cat_0_index\": 176, \"group\": [172.0, 27.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Philadelphia County\", \"ini\": 79, \"clust\": 10, \"rank\": 128, \"rankvar\": 22, \"cat-0\": \"City: Philadelphia County\", \"cat_0_index\": 177, \"group\": [11.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pickens County\", \"ini\": 78, \"clust\": 31, \"rank\": 248, \"rankvar\": 138, \"cat-0\": \"City: Pickens County\", \"cat_0_index\": 178, \"group\": [35.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pierce County\", \"ini\": 77, \"clust\": 135, \"rank\": 211, \"rankvar\": 144, \"cat-0\": \"City: Pierce County\", \"cat_0_index\": 179, \"group\": [133.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pima County\", \"ini\": 76, \"clust\": 59, \"rank\": 229, \"rankvar\": 147, \"cat-0\": \"City: Pima County\", \"cat_0_index\": 180, \"group\": [61.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pittsburg\", \"ini\": 75, \"clust\": 147, \"rank\": 69, \"rankvar\": 251, \"cat-0\": \"City: Pittsburg\", \"cat_0_index\": 181, \"group\": [146.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Polk County\", \"ini\": 74, \"clust\": 144, \"rank\": 67, \"rankvar\": 233, \"cat-0\": \"City: Polk County\", \"cat_0_index\": 182, \"group\": [145.0, 22.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Prince George's County\", \"ini\": 73, \"clust\": 211, \"rank\": 58, \"rankvar\": 208, \"cat-0\": \"City: Prince George's County\", \"cat_0_index\": 183, \"group\": [210.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Providence\", \"ini\": 72, \"clust\": 251, \"rank\": 57, \"rankvar\": 158, \"cat-0\": \"City: Providence\", \"cat_0_index\": 184, \"group\": [248.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ramsey County\", \"ini\": 71, \"clust\": 148, \"rank\": 109, \"rankvar\": 37, \"cat-0\": \"City: Ramsey County\", \"cat_0_index\": 185, \"group\": [147.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Rensselaer County\", \"ini\": 70, \"clust\": 252, \"rank\": 44, \"rankvar\": 188, \"cat-0\": \"City: Rensselaer County\", \"cat_0_index\": 186, \"group\": [249.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Reston\", \"ini\": 69, \"clust\": 221, \"rank\": 162, \"rankvar\": 68, \"cat-0\": \"City: Reston\", \"cat_0_index\": 187, \"group\": [220.0, 33.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Rice County\", \"ini\": 68, \"clust\": 110, \"rank\": 225, \"rankvar\": 145, \"cat-0\": \"City: Rice County\", \"cat_0_index\": 188, \"group\": [111.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Richland County\", \"ini\": 67, \"clust\": 52, \"rank\": 182, \"rankvar\": 227, \"cat-0\": \"City: Richland County\", \"cat_0_index\": 189, \"group\": [53.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Richmond City\", \"ini\": 66, \"clust\": 171, \"rank\": 90, \"rankvar\": 45, \"cat-0\": \"City: Richmond City\", \"cat_0_index\": 190, \"group\": [169.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Richmond County\", \"ini\": 65, \"clust\": 155, \"rank\": 47, \"rankvar\": 223, \"cat-0\": \"City: Richmond County\", \"cat_0_index\": 191, \"group\": [152.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Riverside County\", \"ini\": 64, \"clust\": 109, \"rank\": 250, \"rankvar\": 173, \"cat-0\": \"City: Riverside County\", \"cat_0_index\": 192, \"group\": [108.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Rockingham County\", \"ini\": 63, \"clust\": 8, \"rank\": 122, \"rankvar\": 189, \"cat-0\": \"City: Rockingham County\", \"cat_0_index\": 193, \"group\": [9.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Routt County\", \"ini\": 62, \"clust\": 65, \"rank\": 245, \"rankvar\": 237, \"cat-0\": \"City: Routt County\", \"cat_0_index\": 194, \"group\": [63.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sacramento County\", \"ini\": 61, \"clust\": 27, \"rank\": 35, \"rankvar\": 250, \"cat-0\": \"City: Sacramento County\", \"cat_0_index\": 195, \"group\": [30.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Saint Joseph County\", \"ini\": 60, \"clust\": 200, \"rank\": 54, \"rankvar\": 187, \"cat-0\": \"City: Saint Joseph County\", \"cat_0_index\": 196, \"group\": [201.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Saint Mary's County\", \"ini\": 59, \"clust\": 228, \"rank\": 99, \"rankvar\": 184, \"cat-0\": \"City: Saint Mary's County\", \"cat_0_index\": 197, \"group\": [226.0, 35.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Salt Lake County\", \"ini\": 58, \"clust\": 192, \"rank\": 77, \"rankvar\": 31, \"cat-0\": \"City: Salt Lake County\", \"cat_0_index\": 198, \"group\": [190.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Antonio\", \"ini\": 57, \"clust\": 101, \"rank\": 145, \"rankvar\": 87, \"cat-0\": \"City: San Antonio\", \"cat_0_index\": 199, \"group\": [102.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Bernardino County\", \"ini\": 56, \"clust\": 123, \"rank\": 247, \"rankvar\": 23, \"cat-0\": \"City: San Bernardino County\", \"cat_0_index\": 200, \"group\": [119.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Diego County\", \"ini\": 55, \"clust\": 15, \"rank\": 92, \"rankvar\": 13, \"cat-0\": \"City: San Diego County\", \"cat_0_index\": 201, \"group\": [15.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Francisco City and County\", \"ini\": 54, \"clust\": 102, \"rank\": 130, \"rankvar\": 3, \"cat-0\": \"City: San Francisco City and County\", \"cat_0_index\": 202, \"group\": [101.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Luis Obispo County\", \"ini\": 53, \"clust\": 112, \"rank\": 232, \"rankvar\": 60, \"cat-0\": \"City: San Luis Obispo County\", \"cat_0_index\": 203, \"group\": [110.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Mateo County\", \"ini\": 52, \"clust\": 22, \"rank\": 103, \"rankvar\": 32, \"cat-0\": \"City: San Mateo County\", \"cat_0_index\": 204, \"group\": [26.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sandoval County\", \"ini\": 51, \"clust\": 118, \"rank\": 249, \"rankvar\": 122, \"cat-0\": \"City: Sandoval County\", \"cat_0_index\": 205, \"group\": [117.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Barbara County\", \"ini\": 50, \"clust\": 163, \"rank\": 48, \"rankvar\": 248, \"cat-0\": \"City: Santa Barbara County\", \"cat_0_index\": 206, \"group\": [163.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Clara County\", \"ini\": 49, \"clust\": 159, \"rank\": 125, \"rankvar\": 10, \"cat-0\": \"City: Santa Clara County\", \"cat_0_index\": 207, \"group\": [159.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Cruz County\", \"ini\": 48, \"clust\": 196, \"rank\": 0, \"rankvar\": 249, \"cat-0\": \"City: Santa Cruz County\", \"cat_0_index\": 208, \"group\": [195.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Fe County\", \"ini\": 47, \"clust\": 152, \"rank\": 82, \"rankvar\": 155, \"cat-0\": \"City: Santa Fe County\", \"cat_0_index\": 209, \"group\": [154.0, 23.0, 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205, \"rankvar\": 230, \"cat-0\": \"City: Berkshire\", \"cat_0_index\": 21, \"group\": [39.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Blair County\", \"ini\": 234, \"clust\": 108, \"rank\": 237, \"rankvar\": 142, \"cat-0\": \"City: Blair County\", \"cat_0_index\": 22, \"group\": [107.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Bonneville County\", \"ini\": 233, \"clust\": 180, \"rank\": 9, \"rankvar\": 140, \"cat-0\": \"City: Bonneville County\", \"cat_0_index\": 23, \"group\": [179.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Boone County\", \"ini\": 232, \"clust\": 111, \"rank\": 231, \"rankvar\": 88, \"cat-0\": \"City: Boone County\", \"cat_0_index\": 24, \"group\": [109.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Boulder County\", \"ini\": 231, \"clust\": 92, \"rank\": 143, \"rankvar\": 62, \"cat-0\": \"City: Boulder County\", \"cat_0_index\": 25, \"group\": [103.0, 15.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Brighton\", \"ini\": 230, \"clust\": 186, \"rank\": 5, \"rankvar\": 109, \"cat-0\": \"City: Brighton\", \"cat_0_index\": 26, \"group\": [185.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Broward County\", \"ini\": 229, \"clust\": 138, \"rank\": 104, \"rankvar\": 41, \"cat-0\": \"City: Broward County\", \"cat_0_index\": 27, \"group\": [137.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Bucks County\", \"ini\": 228, \"clust\": 116, \"rank\": 233, \"rankvar\": 69, \"cat-0\": \"City: Bucks County\", \"cat_0_index\": 28, \"group\": [115.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Buffalo\", \"ini\": 227, \"clust\": 32, \"rank\": 173, \"rankvar\": 39, \"cat-0\": \"City: Buffalo\", \"cat_0_index\": 29, \"group\": [31.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Buncombe County\", \"ini\": 226, \"clust\": 158, \"rank\": 158, \"rankvar\": 176, \"cat-0\": \"City: Buncombe County\", \"cat_0_index\": 30, \"group\": [160.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Camden County\", \"ini\": 225, \"clust\": 69, \"rank\": 191, \"rankvar\": 78, \"cat-0\": \"City: Camden County\", \"cat_0_index\": 31, \"group\": [68.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Carroll County\", \"ini\": 224, \"clust\": 43, \"rank\": 195, \"rankvar\": 228, \"cat-0\": \"City: Carroll County\", \"cat_0_index\": 32, \"group\": [42.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cass County\", \"ini\": 223, \"clust\": 62, \"rank\": 221, \"rankvar\": 116, \"cat-0\": \"City: Cass County\", \"cat_0_index\": 33, \"group\": [58.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Centre County\", \"ini\": 222, \"clust\": 23, \"rank\": 45, \"rankvar\": 164, \"cat-0\": \"City: Centre County\", \"cat_0_index\": 34, \"group\": [22.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chaffee County\", \"ini\": 221, \"clust\": 233, \"rank\": 156, \"rankvar\": 180, \"cat-0\": \"City: Chaffee County\", \"cat_0_index\": 35, \"group\": [233.0, 37.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Champaign County\", \"ini\": 220, \"clust\": 5, \"rank\": 149, \"rankvar\": 67, \"cat-0\": \"City: Champaign County\", \"cat_0_index\": 36, \"group\": [6.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Charleston County\", \"ini\": 219, \"clust\": 160, \"rank\": 165, \"rankvar\": 204, \"cat-0\": \"City: Charleston County\", \"cat_0_index\": 37, \"group\": [157.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Charlottesville\", \"ini\": 218, \"clust\": 236, \"rank\": 121, \"rankvar\": 81, \"cat-0\": \"City: Charlottesville\", \"cat_0_index\": 38, \"group\": [234.0, 38.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chatham County\", \"ini\": 217, \"clust\": 6, \"rank\": 150, \"rankvar\": 135, \"cat-0\": \"City: Chatham County\", \"cat_0_index\": 39, \"group\": [7.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cherokee County\", \"ini\": 216, \"clust\": 70, \"rank\": 223, \"rankvar\": 105, \"cat-0\": \"City: Cherokee County\", \"cat_0_index\": 40, \"group\": [69.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chesterfield County\", \"ini\": 215, \"clust\": 33, \"rank\": 251, \"rankvar\": 205, \"cat-0\": \"City: Chesterfield County\", \"cat_0_index\": 41, \"group\": [32.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cheyenne County\", \"ini\": 214, \"clust\": 182, \"rank\": 12, \"rankvar\": 137, \"cat-0\": \"City: Cheyenne County\", \"cat_0_index\": 42, \"group\": [181.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chittenden County\", \"ini\": 213, \"clust\": 40, \"rank\": 126, \"rankvar\": 29, \"cat-0\": \"City: Chittenden County\", \"cat_0_index\": 43, \"group\": [41.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"City of St. Louis\", \"ini\": 212, \"clust\": 58, \"rank\": 208, \"rankvar\": 61, \"cat-0\": \"City: City of St. Louis\", \"cat_0_index\": 44, \"group\": [67.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Clark County\", \"ini\": 211, \"clust\": 105, \"rank\": 190, \"rankvar\": 53, \"cat-0\": \"City: Clark County\", \"cat_0_index\": 45, \"group\": [106.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cleveland County\", \"ini\": 210, \"clust\": 177, \"rank\": 33, \"rankvar\": 7, \"cat-0\": \"City: Cleveland County\", \"cat_0_index\": 46, \"group\": [177.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cobb County\", \"ini\": 209, \"clust\": 16, \"rank\": 64, \"rankvar\": 221, \"cat-0\": \"City: Cobb County\", \"cat_0_index\": 47, \"group\": [19.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Coconino County\", \"ini\": 208, \"clust\": 103, \"rank\": 161, \"rankvar\": 115, \"cat-0\": \"City: Coconino County\", \"cat_0_index\": 48, \"group\": [99.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Collin County\", \"ini\": 207, \"clust\": 17, \"rank\": 112, \"rankvar\": 92, \"cat-0\": \"City: Collin County\", \"cat_0_index\": 49, \"group\": [17.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Columbia County\", \"ini\": 206, \"clust\": 99, \"rank\": 243, \"rankvar\": 165, \"cat-0\": \"City: Columbia County\", \"cat_0_index\": 50, \"group\": [95.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Columbus\", \"ini\": 205, \"clust\": 56, \"rank\": 180, \"rankvar\": 123, \"cat-0\": \"City: Columbus\", \"cat_0_index\": 51, \"group\": [56.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Comal County\", \"ini\": 204, \"clust\": 45, \"rank\": 224, \"rankvar\": 197, \"cat-0\": \"City: Comal County\", \"cat_0_index\": 52, \"group\": [44.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Contra Costa County\", \"ini\": 203, \"clust\": 28, \"rank\": 85, \"rankvar\": 222, \"cat-0\": \"City: Contra Costa County\", \"cat_0_index\": 53, \"group\": [29.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cook County\", \"ini\": 202, \"clust\": 212, \"rank\": 119, \"rankvar\": 1, \"cat-0\": \"City: Cook County\", \"cat_0_index\": 54, \"group\": [211.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cumberland County\", \"ini\": 201, \"clust\": 104, \"rank\": 133, \"rankvar\": 56, \"cat-0\": \"City: Cumberland County\", \"cat_0_index\": 55, \"group\": [100.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Custer County\", \"ini\": 200, \"clust\": 29, \"rank\": 43, \"rankvar\": 238, \"cat-0\": \"City: Custer County\", \"cat_0_index\": 56, \"group\": [27.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cuyahoga County\", \"ini\": 199, \"clust\": 74, \"rank\": 203, \"rankvar\": 128, \"cat-0\": \"City: Cuyahoga County\", \"cat_0_index\": 57, \"group\": [72.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dakota County\", \"ini\": 198, \"clust\": 19, \"rank\": 111, \"rankvar\": 18, \"cat-0\": \"City: Dakota County\", \"cat_0_index\": 58, \"group\": [21.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dallas County\", \"ini\": 197, \"clust\": 76, \"rank\": 154, \"rankvar\": 59, \"cat-0\": \"City: Dallas County\", \"cat_0_index\": 59, \"group\": [77.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dane County\", \"ini\": 196, \"clust\": 125, \"rank\": 172, \"rankvar\": 2, \"cat-0\": \"City: Dane County\", \"cat_0_index\": 60, \"group\": [123.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dauphin County\", \"ini\": 195, \"clust\": 247, \"rank\": 34, \"rankvar\": 152, \"cat-0\": \"City: Dauphin County\", \"cat_0_index\": 61, \"group\": [245.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Davidson County\", \"ini\": 194, \"clust\": 0, \"rank\": 136, \"rankvar\": 40, \"cat-0\": \"City: Davidson County\", \"cat_0_index\": 62, \"group\": [3.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Davis County\", \"ini\": 193, \"clust\": 88, \"rank\": 213, \"rankvar\": 149, \"cat-0\": \"City: Davis County\", \"cat_0_index\": 63, \"group\": [86.0, 11.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"DeKalb County\", \"ini\": 192, \"clust\": 176, \"rank\": 18, \"rankvar\": 130, \"cat-0\": \"City: DeKalb County\", \"cat_0_index\": 64, \"group\": [178.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Delaware County\", \"ini\": 191, \"clust\": 229, \"rank\": 66, \"rankvar\": 119, \"cat-0\": \"City: Delaware County\", \"cat_0_index\": 65, \"group\": [228.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Denton County\", \"ini\": 190, \"clust\": 120, \"rank\": 255, \"rankvar\": 34, \"cat-0\": \"City: Denton County\", \"cat_0_index\": 66, \"group\": [121.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Denver County\", \"ini\": 189, \"clust\": 18, \"rank\": 120, \"rankvar\": 15, \"cat-0\": \"City: Denver County\", \"cat_0_index\": 67, \"group\": [18.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Deschutes County\", \"ini\": 188, \"clust\": 66, \"rank\": 204, \"rankvar\": 146, \"cat-0\": \"City: Deschutes County\", \"cat_0_index\": 68, \"group\": [66.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Douglas County\", \"ini\": 187, \"clust\": 47, \"rank\": 116, \"rankvar\": 104, \"cat-0\": \"City: Douglas County\", \"cat_0_index\": 69, \"group\": [49.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"DuPage County\", \"ini\": 186, \"clust\": 83, \"rank\": 227, \"rankvar\": 213, \"cat-0\": \"City: DuPage County\", \"cat_0_index\": 70, \"group\": [81.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Durham County\", \"ini\": 185, \"clust\": 1, \"rank\": 176, \"rankvar\": 154, \"cat-0\": \"City: Durham County\", \"cat_0_index\": 71, \"group\": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Duval County\", \"ini\": 184, \"clust\": 170, \"rank\": 6, \"rankvar\": 232, \"cat-0\": \"City: Duval County\", \"cat_0_index\": 72, \"group\": [171.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Eaton County\", \"ini\": 183, \"clust\": 97, \"rank\": 244, \"rankvar\": 186, \"cat-0\": \"City: Eaton County\", \"cat_0_index\": 73, \"group\": [93.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"El Paso County\", \"ini\": 182, \"clust\": 214, \"rank\": 76, \"rankvar\": 73, \"cat-0\": \"City: El Paso County\", \"cat_0_index\": 74, \"group\": [213.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Escambia County\", \"ini\": 181, \"clust\": 248, \"rank\": 25, \"rankvar\": 118, \"cat-0\": \"City: Escambia County\", \"cat_0_index\": 75, \"group\": [246.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Essex County\", \"ini\": 180, \"clust\": 254, \"rank\": 93, \"rankvar\": 97, \"cat-0\": \"City: Essex County\", \"cat_0_index\": 76, \"group\": [251.0, 42.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fairfax (city)\", \"ini\": 179, \"clust\": 213, \"rank\": 96, \"rankvar\": 172, \"cat-0\": \"City: Fairfax (city)\", \"cat_0_index\": 77, \"group\": [212.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fairfax County\", \"ini\": 178, \"clust\": 78, \"rank\": 168, \"rankvar\": 75, \"cat-0\": \"City: Fairfax County\", \"cat_0_index\": 78, \"group\": [74.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fairfield\", \"ini\": 177, \"clust\": 201, \"rank\": 29, \"rankvar\": 162, \"cat-0\": \"City: Fairfield\", \"cat_0_index\": 79, \"group\": [199.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Falls Church City\", \"ini\": 176, \"clust\": 149, \"rank\": 127, \"rankvar\": 190, \"cat-0\": \"City: Falls Church City\", \"cat_0_index\": 80, \"group\": [150.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fayette County\", \"ini\": 175, \"clust\": 223, \"rank\": 159, \"rankvar\": 216, \"cat-0\": \"City: Fayette County\", \"cat_0_index\": 81, \"group\": [224.0, 34.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Forsyth County\", \"ini\": 174, \"clust\": 128, \"rank\": 186, \"rankvar\": 80, \"cat-0\": \"City: Forsyth County\", \"cat_0_index\": 82, \"group\": [128.0, 17.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Franklin\", \"ini\": 173, \"clust\": 94, \"rank\": 209, \"rankvar\": 151, \"cat-0\": \"City: Franklin\", \"cat_0_index\": 83, \"group\": [91.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Franklin County\", \"ini\": 172, \"clust\": 34, \"rank\": 175, \"rankvar\": 33, \"cat-0\": \"City: Franklin County\", \"cat_0_index\": 84, \"group\": [33.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fredericksburg City\", \"ini\": 171, \"clust\": 156, \"rank\": 142, \"rankvar\": 169, \"cat-0\": \"City: Fredericksburg City\", \"cat_0_index\": 85, \"group\": [155.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fresno County\", \"ini\": 170, \"clust\": 166, \"rank\": 117, \"rankvar\": 191, \"cat-0\": \"City: Fresno County\", \"cat_0_index\": 86, \"group\": [164.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fulton County\", \"ini\": 169, \"clust\": 168, \"rank\": 89, \"rankvar\": 6, \"cat-0\": \"City: Fulton County\", \"cat_0_index\": 87, \"group\": [167.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Gallatin County\", \"ini\": 168, \"clust\": 127, \"rank\": 207, \"rankvar\": 225, \"cat-0\": \"City: Gallatin County\", \"cat_0_index\": 88, \"group\": [129.0, 17.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Grafton County\", \"ini\": 167, \"clust\": 134, \"rank\": 183, \"rankvar\": 76, \"cat-0\": \"City: Grafton County\", \"cat_0_index\": 89, \"group\": [132.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Grant County\", \"ini\": 166, \"clust\": 142, \"rank\": 32, \"rankvar\": 160, \"cat-0\": \"City: Grant County\", \"cat_0_index\": 90, \"group\": [141.0, 20.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Green County\", \"ini\": 165, \"clust\": 21, \"rank\": 87, \"rankvar\": 85, \"cat-0\": \"City: Green County\", \"cat_0_index\": 91, \"group\": [20.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Greenville County\", \"ini\": 164, \"clust\": 131, \"rank\": 206, \"rankvar\": 98, \"cat-0\": \"City: Greenville County\", \"cat_0_index\": 92, \"group\": [130.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Habersham County\", \"ini\": 163, \"clust\": 48, \"rank\": 152, \"rankvar\": 252, \"cat-0\": \"City: Habersham County\", \"cat_0_index\": 93, \"group\": [47.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hamilton County\", \"ini\": 162, \"clust\": 82, \"rank\": 185, \"rankvar\": 65, \"cat-0\": \"City: Hamilton County\", \"cat_0_index\": 94, \"group\": [83.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hampshire\", \"ini\": 161, \"clust\": 205, \"rank\": 26, \"rankvar\": 234, \"cat-0\": \"City: Hampshire\", \"cat_0_index\": 95, \"group\": [206.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Harris County\", \"ini\": 160, \"clust\": 136, \"rank\": 74, \"rankvar\": 110, \"cat-0\": \"City: Harris County\", \"cat_0_index\": 96, \"group\": [135.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hartford County\", \"ini\": 159, \"clust\": 100, \"rank\": 197, \"rankvar\": 50, \"cat-0\": \"City: Hartford County\", \"cat_0_index\": 97, \"group\": [96.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hennepin County\", \"ini\": 158, \"clust\": 67, \"rank\": 184, \"rankvar\": 72, \"cat-0\": \"City: Hennepin County\", \"cat_0_index\": 98, \"group\": [64.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Henrico County\", \"ini\": 157, \"clust\": 234, \"rank\": 131, \"rankvar\": 113, \"cat-0\": \"City: Henrico County\", \"cat_0_index\": 99, \"group\": [232.0, 37.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hillsborough County\", \"ini\": 156, \"clust\": 7, \"rank\": 139, \"rankvar\": 70, \"cat-0\": \"City: Hillsborough County\", \"cat_0_index\": 100, \"group\": [8.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Howard County\", \"ini\": 155, \"clust\": 11, \"rank\": 75, \"rankvar\": 17, \"cat-0\": \"City: Howard County\", \"cat_0_index\": 101, \"group\": [12.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hudson County\", \"ini\": 154, \"clust\": 241, \"rank\": 84, \"rankvar\": 86, \"cat-0\": \"City: Hudson County\", \"cat_0_index\": 102, \"group\": [238.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hunterdon County\", \"ini\": 153, \"clust\": 71, \"rank\": 171, \"rankvar\": 124, \"cat-0\": \"City: Hunterdon County\", \"cat_0_index\": 103, \"group\": [70.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ingham County\", \"ini\": 152, \"clust\": 89, \"rank\": 196, \"rankvar\": 125, \"cat-0\": \"City: Ingham County\", \"cat_0_index\": 104, \"group\": [87.0, 11.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jackson County\", \"ini\": 151, \"clust\": 44, \"rank\": 137, \"rankvar\": 43, \"cat-0\": \"City: Jackson County\", \"cat_0_index\": 105, \"group\": [43.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jackson Township\", \"ini\": 150, \"clust\": 25, \"rank\": 81, \"rankvar\": 141, \"cat-0\": \"City: Jackson Township\", \"cat_0_index\": 106, \"group\": [24.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jasper County\", \"ini\": 149, \"clust\": 243, \"rank\": 174, \"rankvar\": 179, \"cat-0\": \"City: Jasper County\", \"cat_0_index\": 107, \"group\": [243.0, 40.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jefferson County\", \"ini\": 148, \"clust\": 219, \"rank\": 129, \"rankvar\": 35, \"cat-0\": \"City: Jefferson County\", \"cat_0_index\": 108, \"group\": [218.0, 32.0, 14.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Johnson County\", \"ini\": 147, \"clust\": 153, \"rank\": 70, \"rankvar\": 127, \"cat-0\": \"City: Johnson County\", \"cat_0_index\": 109, \"group\": [153.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Juneau\", \"ini\": 146, \"clust\": 140, \"rank\": 37, \"rankvar\": 170, \"cat-0\": \"City: Juneau\", \"cat_0_index\": 110, \"group\": [139.0, 20.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kalamazoo County\", \"ini\": 145, \"clust\": 36, \"rank\": 252, \"rankvar\": 226, \"cat-0\": \"City: Kalamazoo County\", \"cat_0_index\": 111, \"group\": [38.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kane County\", \"ini\": 144, \"clust\": 122, \"rank\": 239, \"rankvar\": 21, \"cat-0\": \"City: Kane County\", \"cat_0_index\": 112, \"group\": [118.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kankakee County\", \"ini\": 143, \"clust\": 169, \"rank\": 7, \"rankvar\": 177, \"cat-0\": \"City: Kankakee County\", \"cat_0_index\": 113, \"group\": [168.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kent County\", \"ini\": 142, \"clust\": 54, \"rank\": 187, \"rankvar\": 214, \"cat-0\": \"City: Kent County\", \"cat_0_index\": 114, \"group\": [50.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"King County\", \"ini\": 141, \"clust\": 35, \"rank\": 166, \"rankvar\": 19, \"cat-0\": \"City: King County\", \"cat_0_index\": 115, \"group\": [34.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kitsap County\", \"ini\": 140, \"clust\": 9, \"rank\": 179, \"rankvar\": 168, \"cat-0\": \"City: Kitsap County\", \"cat_0_index\": 116, \"group\": [10.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Knox County\", \"ini\": 139, \"clust\": 208, \"rank\": 80, \"rankvar\": 143, \"cat-0\": \"City: Knox County\", \"cat_0_index\": 117, \"group\": [207.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lackawanna County\", \"ini\": 138, \"clust\": 217, \"rank\": 46, \"rankvar\": 245, \"cat-0\": \"City: Lackawanna County\", \"cat_0_index\": 118, \"group\": [215.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lancaster County\", \"ini\": 137, \"clust\": 231, \"rank\": 22, \"rankvar\": 242, \"cat-0\": \"City: Lancaster County\", \"cat_0_index\": 119, \"group\": [230.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lane County\", \"ini\": 136, \"clust\": 164, \"rank\": 100, \"rankvar\": 209, \"cat-0\": \"City: Lane County\", \"cat_0_index\": 120, \"group\": [161.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lee County\", \"ini\": 135, \"clust\": 232, \"rank\": 101, \"rankvar\": 49, \"cat-0\": \"City: Lee County\", \"cat_0_index\": 121, \"group\": [231.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lehigh County\", \"ini\": 134, \"clust\": 154, \"rank\": 24, \"rankvar\": 246, \"cat-0\": \"City: Lehigh County\", \"cat_0_index\": 122, \"group\": [151.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Leon County\", \"ini\": 133, \"clust\": 64, \"rank\": 200, \"rankvar\": 171, \"cat-0\": \"City: Leon County\", \"cat_0_index\": 123, \"group\": [62.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lewis and Clark County\", \"ini\": 132, \"clust\": 240, \"rank\": 65, \"rankvar\": 203, \"cat-0\": \"City: Lewis and Clark County\", \"cat_0_index\": 124, \"group\": [237.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Linn County\", \"ini\": 131, \"clust\": 46, \"rank\": 246, \"rankvar\": 235, \"cat-0\": \"City: Linn County\", \"cat_0_index\": 125, \"group\": [45.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Litchfield County\", \"ini\": 130, \"clust\": 225, \"rank\": 164, \"rankvar\": 202, \"cat-0\": \"City: Litchfield County\", \"cat_0_index\": 126, \"group\": [223.0, 34.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Los Alamos County\", \"ini\": 129, \"clust\": 139, \"rank\": 98, \"rankvar\": 199, \"cat-0\": \"City: Los Alamos County\", \"cat_0_index\": 127, \"group\": [138.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Los Angeles\", \"ini\": 128, \"clust\": 165, \"rank\": 118, \"rankvar\": 55, \"cat-0\": \"City: Los Angeles\", \"cat_0_index\": 128, \"group\": [162.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Los Angeles County\", \"ini\": 127, \"clust\": 218, \"rank\": 110, \"rankvar\": 26, \"cat-0\": \"City: Los Angeles County\", \"cat_0_index\": 129, \"group\": [216.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Loudoun County\", \"ini\": 126, \"clust\": 75, \"rank\": 234, \"rankvar\": 167, \"cat-0\": \"City: Loudoun County\", \"cat_0_index\": 130, \"group\": [73.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lucas County\", \"ini\": 125, \"clust\": 220, \"rank\": 201, \"rankvar\": 212, \"cat-0\": \"City: Lucas County\", \"cat_0_index\": 131, \"group\": [219.0, 32.0, 14.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lycoming County\", \"ini\": 124, \"clust\": 38, \"rank\": 241, \"rankvar\": 192, \"cat-0\": \"City: Lycoming County\", \"cat_0_index\": 132, \"group\": [37.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Macomb County\", \"ini\": 123, \"clust\": 57, \"rank\": 194, \"rankvar\": 211, \"cat-0\": \"City: Macomb County\", \"cat_0_index\": 133, \"group\": [57.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Macon County\", \"ini\": 122, \"clust\": 117, \"rank\": 242, \"rankvar\": 101, \"cat-0\": \"City: Macon County\", \"cat_0_index\": 134, \"group\": [116.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Madison County\", \"ini\": 121, \"clust\": 198, \"rank\": 23, \"rankvar\": 181, \"cat-0\": \"City: Madison County\", \"cat_0_index\": 135, \"group\": [196.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Manassas\", \"ini\": 120, \"clust\": 242, \"rank\": 52, \"rankvar\": 219, \"cat-0\": \"City: Manassas\", \"cat_0_index\": 136, \"group\": [239.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Maricopa County\", \"ini\": 119, \"clust\": 237, \"rank\": 107, \"rankvar\": 57, \"cat-0\": \"City: Maricopa County\", \"cat_0_index\": 137, \"group\": [235.0, 38.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Marin County\", \"ini\": 118, \"clust\": 249, \"rank\": 53, \"rankvar\": 106, \"cat-0\": \"City: Marin County\", \"cat_0_index\": 138, \"group\": [247.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Marion County\", \"ini\": 117, \"clust\": 84, \"rank\": 155, \"rankvar\": 16, \"cat-0\": \"City: Marion County\", \"cat_0_index\": 139, \"group\": [82.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"McLean County\", \"ini\": 116, \"clust\": 50, \"rank\": 153, \"rankvar\": 206, \"cat-0\": \"City: McLean County\", \"cat_0_index\": 140, \"group\": [55.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Mecklenburg County\", \"ini\": 115, \"clust\": 184, \"rank\": 50, \"rankvar\": 48, \"cat-0\": \"City: Mecklenburg County\", \"cat_0_index\": 141, \"group\": [183.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Medina County\", \"ini\": 114, \"clust\": 130, \"rank\": 215, \"rankvar\": 193, \"cat-0\": \"City: Medina County\", \"cat_0_index\": 142, \"group\": [127.0, 17.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Mercer County\", \"ini\": 113, \"clust\": 238, \"rank\": 88, \"rankvar\": 58, \"cat-0\": \"City: Mercer County\", \"cat_0_index\": 143, \"group\": [240.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Miami-Dade County\", \"ini\": 112, \"clust\": 150, \"rank\": 95, \"rankvar\": 150, \"cat-0\": \"City: Miami-Dade County\", \"cat_0_index\": 144, \"group\": [148.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Middlesex County\", \"ini\": 111, \"clust\": 188, \"rank\": 79, \"rankvar\": 5, \"cat-0\": \"City: Middlesex County\", \"cat_0_index\": 145, \"group\": [187.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Midland County\", \"ini\": 110, \"clust\": 178, \"rank\": 2, \"rankvar\": 95, \"cat-0\": \"City: Midland County\", \"cat_0_index\": 146, \"group\": [175.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Milwaukee County\", \"ini\": 109, \"clust\": 79, \"rank\": 181, \"rankvar\": 103, \"cat-0\": \"City: Milwaukee County\", \"cat_0_index\": 147, \"group\": [75.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Minnehaha County\", \"ini\": 108, \"clust\": 187, \"rank\": 10, \"rankvar\": 94, \"cat-0\": \"City: Minnehaha County\", \"cat_0_index\": 148, \"group\": [186.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Monongalia County\", \"ini\": 107, \"clust\": 216, \"rank\": 30, \"rankvar\": 239, \"cat-0\": \"City: Monongalia County\", \"cat_0_index\": 149, \"group\": [217.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Monroe County\", \"ini\": 106, \"clust\": 189, \"rank\": 59, \"rankvar\": 20, \"cat-0\": \"City: Monroe County\", \"cat_0_index\": 150, \"group\": [188.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Monterey County\", \"ini\": 105, \"clust\": 157, \"rank\": 113, \"rankvar\": 229, \"cat-0\": \"City: Monterey County\", \"cat_0_index\": 151, \"group\": [156.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Montgomery County\", \"ini\": 104, \"clust\": 39, \"rank\": 135, \"rankvar\": 25, \"cat-0\": \"City: Montgomery County\", \"cat_0_index\": 152, \"group\": [46.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Morris County\", \"ini\": 103, \"clust\": 226, \"rank\": 83, \"rankvar\": 241, \"cat-0\": \"City: Morris County\", \"cat_0_index\": 153, \"group\": [227.0, 35.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Multnomah County\", \"ini\": 102, \"clust\": 255, \"rank\": 105, \"rankvar\": 11, \"cat-0\": \"City: Multnomah County\", \"cat_0_index\": 154, \"group\": [252.0, 42.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"N.A.\", \"ini\": 101, \"clust\": 179, \"rank\": 15, \"rankvar\": 89, \"cat-0\": \"City: N.A.\", \"cat_0_index\": 155, \"group\": [176.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Nassau\", \"ini\": 100, \"clust\": 207, \"rank\": 56, \"rankvar\": 198, \"cat-0\": \"City: Nassau\", \"cat_0_index\": 156, \"group\": [205.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New Castle County\", \"ini\": 99, \"clust\": 227, \"rank\": 102, \"rankvar\": 174, \"cat-0\": \"City: New Castle County\", \"cat_0_index\": 157, \"group\": [225.0, 35.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New Hanover County\", \"ini\": 98, \"clust\": 13, \"rank\": 3, \"rankvar\": 207, \"cat-0\": \"City: New Hanover County\", \"cat_0_index\": 158, \"group\": [16.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New Haven County\", \"ini\": 97, \"clust\": 24, \"rank\": 97, \"rankvar\": 42, \"cat-0\": \"City: New Haven County\", \"cat_0_index\": 159, \"group\": [23.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New London County\", \"ini\": 96, \"clust\": 132, \"rank\": 178, \"rankvar\": 30, \"cat-0\": \"City: New London County\", \"cat_0_index\": 160, \"group\": [131.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New York City\", \"ini\": 95, \"clust\": 126, \"rank\": 157, \"rankvar\": 0, \"cat-0\": \"City: New York City\", \"cat_0_index\": 161, \"group\": [124.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Norfolk County\", \"ini\": 94, \"clust\": 183, \"rank\": 27, \"rankvar\": 93, \"cat-0\": \"City: Norfolk County\", \"cat_0_index\": 162, \"group\": [182.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Northampton County\", \"ini\": 93, \"clust\": 215, \"rank\": 39, \"rankvar\": 156, \"cat-0\": \"City: Northampton County\", \"cat_0_index\": 163, \"group\": [214.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Nueces County\", \"ini\": 92, \"clust\": 195, \"rank\": 31, \"rankvar\": 132, \"cat-0\": \"City: Nueces County\", \"cat_0_index\": 164, \"group\": [194.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Nye County\", \"ini\": 91, \"clust\": 230, \"rank\": 62, \"rankvar\": 134, \"cat-0\": \"City: Nye County\", \"cat_0_index\": 165, \"group\": [229.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Oakland County\", \"ini\": 90, \"clust\": 193, \"rank\": 14, \"rankvar\": 178, \"cat-0\": \"City: Oakland County\", \"cat_0_index\": 166, \"group\": [192.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ogle County\", \"ini\": 89, \"clust\": 77, \"rank\": 210, \"rankvar\": 163, \"cat-0\": \"City: Ogle County\", \"cat_0_index\": 167, \"group\": [76.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Okaloosa County\", \"ini\": 88, \"clust\": 235, \"rank\": 132, \"rankvar\": 114, \"cat-0\": \"City: Okaloosa County\", \"cat_0_index\": 168, \"group\": [232.0, 37.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Oklahoma County\", \"ini\": 87, \"clust\": 137, \"rank\": 61, \"rankvar\": 182, \"cat-0\": \"City: Oklahoma County\", \"cat_0_index\": 169, \"group\": [136.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Onondaga County\", \"ini\": 86, \"clust\": 181, \"rank\": 20, \"rankvar\": 83, \"cat-0\": \"City: Onondaga County\", \"cat_0_index\": 170, \"group\": [180.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ontario County\", \"ini\": 85, \"clust\": 107, \"rank\": 214, \"rankvar\": 91, \"cat-0\": \"City: Ontario County\", \"cat_0_index\": 171, \"group\": [105.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Orange County\", \"ini\": 84, \"clust\": 12, \"rank\": 68, \"rankvar\": 28, \"cat-0\": \"City: Orange County\", \"cat_0_index\": 172, \"group\": [13.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Orleans Parish\", \"ini\": 83, \"clust\": 53, \"rank\": 193, \"rankvar\": 247, \"cat-0\": \"City: Orleans Parish\", \"cat_0_index\": 173, \"group\": [52.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Outagamie County\", \"ini\": 82, \"clust\": 204, \"rank\": 40, \"rankvar\": 224, \"cat-0\": \"City: Outagamie County\", \"cat_0_index\": 174, \"group\": [203.0, 29.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Palm Beach County\", \"ini\": 81, \"clust\": 61, \"rank\": 254, \"rankvar\": 236, \"cat-0\": \"City: Palm Beach County\", \"cat_0_index\": 175, \"group\": [59.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Payne County\", \"ini\": 80, \"clust\": 174, \"rank\": 17, \"rankvar\": 36, \"cat-0\": \"City: Payne County\", \"cat_0_index\": 176, \"group\": [172.0, 27.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Philadelphia County\", \"ini\": 79, \"clust\": 10, \"rank\": 128, \"rankvar\": 22, \"cat-0\": \"City: Philadelphia County\", \"cat_0_index\": 177, \"group\": [11.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pickens County\", \"ini\": 78, \"clust\": 31, \"rank\": 248, \"rankvar\": 138, \"cat-0\": \"City: Pickens County\", \"cat_0_index\": 178, \"group\": [35.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pierce County\", \"ini\": 77, \"clust\": 135, \"rank\": 211, \"rankvar\": 144, \"cat-0\": \"City: Pierce County\", \"cat_0_index\": 179, \"group\": [133.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pima County\", \"ini\": 76, \"clust\": 59, \"rank\": 229, \"rankvar\": 147, \"cat-0\": \"City: Pima County\", \"cat_0_index\": 180, \"group\": [61.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pittsburg\", \"ini\": 75, \"clust\": 147, \"rank\": 69, \"rankvar\": 251, \"cat-0\": \"City: Pittsburg\", \"cat_0_index\": 181, \"group\": [146.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Polk County\", \"ini\": 74, \"clust\": 144, \"rank\": 67, \"rankvar\": 233, \"cat-0\": \"City: Polk County\", \"cat_0_index\": 182, \"group\": [145.0, 22.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Prince George's County\", \"ini\": 73, \"clust\": 211, \"rank\": 58, \"rankvar\": 208, \"cat-0\": \"City: Prince George's County\", \"cat_0_index\": 183, \"group\": [210.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Providence\", \"ini\": 72, \"clust\": 251, \"rank\": 57, \"rankvar\": 158, \"cat-0\": \"City: Providence\", \"cat_0_index\": 184, \"group\": [248.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ramsey County\", \"ini\": 71, \"clust\": 148, \"rank\": 109, \"rankvar\": 37, \"cat-0\": \"City: Ramsey County\", \"cat_0_index\": 185, \"group\": [147.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Rensselaer County\", \"ini\": 70, \"clust\": 252, \"rank\": 44, \"rankvar\": 188, \"cat-0\": \"City: Rensselaer County\", \"cat_0_index\": 186, \"group\": [249.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Reston\", \"ini\": 69, \"clust\": 221, \"rank\": 162, \"rankvar\": 68, \"cat-0\": \"City: Reston\", \"cat_0_index\": 187, \"group\": [220.0, 33.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Rice County\", \"ini\": 68, \"clust\": 110, \"rank\": 225, \"rankvar\": 145, \"cat-0\": \"City: Rice County\", \"cat_0_index\": 188, \"group\": [111.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Richland County\", \"ini\": 67, \"clust\": 52, \"rank\": 182, \"rankvar\": 227, \"cat-0\": \"City: Richland County\", \"cat_0_index\": 189, \"group\": [53.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Richmond City\", \"ini\": 66, \"clust\": 171, \"rank\": 90, \"rankvar\": 45, \"cat-0\": \"City: Richmond City\", \"cat_0_index\": 190, \"group\": [169.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Richmond County\", \"ini\": 65, \"clust\": 155, \"rank\": 47, \"rankvar\": 223, \"cat-0\": \"City: Richmond County\", \"cat_0_index\": 191, \"group\": [152.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Riverside County\", \"ini\": 64, \"clust\": 109, \"rank\": 250, \"rankvar\": 173, \"cat-0\": \"City: Riverside County\", \"cat_0_index\": 192, \"group\": [108.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Rockingham County\", \"ini\": 63, \"clust\": 8, \"rank\": 122, \"rankvar\": 189, \"cat-0\": \"City: Rockingham County\", \"cat_0_index\": 193, \"group\": [9.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Routt County\", \"ini\": 62, \"clust\": 65, \"rank\": 245, \"rankvar\": 237, \"cat-0\": \"City: Routt County\", \"cat_0_index\": 194, \"group\": [63.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sacramento County\", \"ini\": 61, \"clust\": 27, \"rank\": 35, \"rankvar\": 250, \"cat-0\": \"City: Sacramento County\", \"cat_0_index\": 195, \"group\": [30.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Saint Joseph County\", \"ini\": 60, \"clust\": 200, \"rank\": 54, \"rankvar\": 187, \"cat-0\": \"City: Saint Joseph County\", \"cat_0_index\": 196, \"group\": [201.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Saint Mary's County\", \"ini\": 59, \"clust\": 228, \"rank\": 99, \"rankvar\": 184, \"cat-0\": \"City: Saint Mary's County\", \"cat_0_index\": 197, \"group\": [226.0, 35.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Salt Lake County\", \"ini\": 58, \"clust\": 192, \"rank\": 77, \"rankvar\": 31, \"cat-0\": \"City: Salt Lake County\", \"cat_0_index\": 198, \"group\": [190.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Antonio\", \"ini\": 57, \"clust\": 101, \"rank\": 145, \"rankvar\": 87, \"cat-0\": \"City: San Antonio\", \"cat_0_index\": 199, \"group\": [102.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Bernardino County\", \"ini\": 56, \"clust\": 123, \"rank\": 247, \"rankvar\": 23, \"cat-0\": \"City: San Bernardino County\", \"cat_0_index\": 200, \"group\": [119.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Diego County\", \"ini\": 55, \"clust\": 15, \"rank\": 92, \"rankvar\": 13, \"cat-0\": \"City: San Diego County\", \"cat_0_index\": 201, \"group\": [15.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Francisco City and County\", \"ini\": 54, \"clust\": 102, \"rank\": 130, \"rankvar\": 3, \"cat-0\": \"City: San Francisco City and County\", \"cat_0_index\": 202, \"group\": [101.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Luis Obispo County\", \"ini\": 53, \"clust\": 112, \"rank\": 232, \"rankvar\": 60, \"cat-0\": \"City: San Luis Obispo County\", \"cat_0_index\": 203, \"group\": [110.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Mateo County\", \"ini\": 52, \"clust\": 22, \"rank\": 103, \"rankvar\": 32, \"cat-0\": \"City: San Mateo County\", \"cat_0_index\": 204, \"group\": [26.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sandoval County\", \"ini\": 51, \"clust\": 118, \"rank\": 249, \"rankvar\": 122, \"cat-0\": \"City: Sandoval County\", \"cat_0_index\": 205, \"group\": [117.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Barbara County\", \"ini\": 50, \"clust\": 163, \"rank\": 48, \"rankvar\": 248, \"cat-0\": \"City: Santa Barbara County\", \"cat_0_index\": 206, \"group\": [163.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Clara County\", \"ini\": 49, \"clust\": 159, \"rank\": 125, \"rankvar\": 10, \"cat-0\": \"City: Santa Clara County\", \"cat_0_index\": 207, \"group\": [159.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Cruz County\", \"ini\": 48, \"clust\": 196, \"rank\": 0, \"rankvar\": 249, \"cat-0\": \"City: Santa Cruz County\", \"cat_0_index\": 208, \"group\": [195.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Fe County\", \"ini\": 47, \"clust\": 152, \"rank\": 82, \"rankvar\": 155, \"cat-0\": \"City: Santa Fe County\", \"cat_0_index\": 209, \"group\": [154.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sarasota County\", \"ini\": 46, \"clust\": 197, \"rank\": 21, \"rankvar\": 195, \"cat-0\": \"City: Sarasota County\", \"cat_0_index\": 210, \"group\": [198.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Saratoga Springs\", \"ini\": 45, \"clust\": 161, \"rank\": 188, \"rankvar\": 220, \"cat-0\": \"City: Saratoga Springs\", \"cat_0_index\": 211, \"group\": [158.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sedgwick County\", \"ini\": 44, \"clust\": 253, \"rank\": 94, \"rankvar\": 201, \"cat-0\": \"City: Sedgwick County\", \"cat_0_index\": 212, \"group\": [253.0, 42.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Shelby County\", \"ini\": 43, \"clust\": 209, \"rank\": 41, \"rankvar\": 120, \"cat-0\": \"City: Shelby County\", \"cat_0_index\": 213, \"group\": [208.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Skagit County\", \"ini\": 42, \"clust\": 194, \"rank\": 38, \"rankvar\": 112, \"cat-0\": \"City: Skagit County\", \"cat_0_index\": 214, \"group\": [193.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sliders\", \"ini\": 41, \"clust\": 55, \"rank\": 160, \"rankvar\": 131, \"cat-0\": \"City: Sliders\", \"cat_0_index\": 215, \"group\": [51.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Snohomish County\", \"ini\": 40, \"clust\": 90, \"rank\": 134, \"rankvar\": 107, \"cat-0\": \"City: Snohomish County\", \"cat_0_index\": 216, \"group\": [89.0, 12.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Somerset County\", \"ini\": 39, \"clust\": 93, \"rank\": 212, \"rankvar\": 175, \"cat-0\": \"City: Somerset County\", \"cat_0_index\": 217, \"group\": [98.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sonoma County\", \"ini\": 38, \"clust\": 91, \"rank\": 163, \"rankvar\": 139, \"cat-0\": \"City: Sonoma County\", \"cat_0_index\": 218, \"group\": [90.0, 12.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Spokane County\", \"ini\": 37, \"clust\": 167, \"rank\": 106, \"rankvar\": 166, \"cat-0\": \"City: Spokane County\", \"cat_0_index\": 219, \"group\": [165.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"St. Lucie County\", \"ini\": 36, \"clust\": 86, \"rank\": 192, \"rankvar\": 111, \"cat-0\": \"City: St. Lucie County\", \"cat_0_index\": 220, \"group\": [85.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Story County\", \"ini\": 35, \"clust\": 49, \"rank\": 170, \"rankvar\": 254, \"cat-0\": \"City: Story County\", \"cat_0_index\": 221, \"group\": [48.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Suffolk County\", \"ini\": 34, \"clust\": 146, \"rank\": 114, \"rankvar\": 8, \"cat-0\": \"City: Suffolk 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{\"name\": \"Cherokee County\", \"ini\": 216, \"clust\": 70, \"rank\": 223, \"rankvar\": 105, \"cat-0\": \"City: Cherokee County\", \"cat_0_index\": 40, \"group\": [69.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chesterfield County\", \"ini\": 215, \"clust\": 33, \"rank\": 251, \"rankvar\": 205, \"cat-0\": \"City: Chesterfield County\", \"cat_0_index\": 41, \"group\": [32.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cheyenne County\", \"ini\": 214, \"clust\": 182, \"rank\": 12, \"rankvar\": 137, \"cat-0\": \"City: Cheyenne County\", \"cat_0_index\": 42, \"group\": [181.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Chittenden County\", \"ini\": 213, \"clust\": 40, \"rank\": 126, \"rankvar\": 29, \"cat-0\": \"City: Chittenden County\", \"cat_0_index\": 43, \"group\": [41.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"City of St. Louis\", \"ini\": 212, \"clust\": 58, \"rank\": 208, \"rankvar\": 61, \"cat-0\": \"City: City of St. Louis\", \"cat_0_index\": 44, \"group\": [67.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Clark County\", \"ini\": 211, \"clust\": 105, \"rank\": 190, \"rankvar\": 53, \"cat-0\": \"City: Clark County\", \"cat_0_index\": 45, \"group\": [106.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cleveland County\", \"ini\": 210, \"clust\": 177, \"rank\": 33, \"rankvar\": 7, \"cat-0\": \"City: Cleveland County\", \"cat_0_index\": 46, \"group\": [177.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cobb County\", \"ini\": 209, \"clust\": 16, \"rank\": 64, \"rankvar\": 221, \"cat-0\": \"City: Cobb County\", \"cat_0_index\": 47, \"group\": [19.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Coconino County\", \"ini\": 208, \"clust\": 103, \"rank\": 161, \"rankvar\": 115, \"cat-0\": \"City: Coconino County\", \"cat_0_index\": 48, \"group\": [99.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Collin County\", \"ini\": 207, \"clust\": 17, \"rank\": 112, \"rankvar\": 92, \"cat-0\": \"City: Collin County\", \"cat_0_index\": 49, \"group\": [17.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Columbia County\", \"ini\": 206, \"clust\": 99, \"rank\": 243, \"rankvar\": 165, \"cat-0\": \"City: Columbia County\", \"cat_0_index\": 50, \"group\": [95.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Columbus\", \"ini\": 205, \"clust\": 56, \"rank\": 180, \"rankvar\": 123, \"cat-0\": \"City: Columbus\", \"cat_0_index\": 51, \"group\": [56.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Comal County\", \"ini\": 204, \"clust\": 45, \"rank\": 224, \"rankvar\": 197, \"cat-0\": \"City: Comal County\", \"cat_0_index\": 52, \"group\": [44.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Contra Costa County\", \"ini\": 203, \"clust\": 28, \"rank\": 85, \"rankvar\": 222, \"cat-0\": \"City: Contra Costa County\", \"cat_0_index\": 53, \"group\": [29.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cook County\", \"ini\": 202, \"clust\": 212, \"rank\": 119, \"rankvar\": 1, \"cat-0\": \"City: Cook County\", \"cat_0_index\": 54, \"group\": [211.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cumberland County\", \"ini\": 201, \"clust\": 104, \"rank\": 133, \"rankvar\": 56, \"cat-0\": \"City: Cumberland County\", \"cat_0_index\": 55, \"group\": [100.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Custer County\", \"ini\": 200, \"clust\": 29, \"rank\": 43, \"rankvar\": 238, \"cat-0\": \"City: Custer County\", \"cat_0_index\": 56, \"group\": [27.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Cuyahoga County\", \"ini\": 199, \"clust\": 74, \"rank\": 203, \"rankvar\": 128, \"cat-0\": \"City: Cuyahoga County\", \"cat_0_index\": 57, \"group\": [72.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dakota County\", \"ini\": 198, \"clust\": 19, \"rank\": 111, \"rankvar\": 18, \"cat-0\": \"City: Dakota County\", \"cat_0_index\": 58, \"group\": [21.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dallas County\", \"ini\": 197, \"clust\": 76, \"rank\": 154, \"rankvar\": 59, \"cat-0\": \"City: Dallas County\", \"cat_0_index\": 59, \"group\": [77.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dane County\", \"ini\": 196, \"clust\": 125, \"rank\": 172, \"rankvar\": 2, \"cat-0\": \"City: Dane County\", \"cat_0_index\": 60, \"group\": [123.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Dauphin County\", \"ini\": 195, \"clust\": 247, \"rank\": 34, \"rankvar\": 152, \"cat-0\": \"City: Dauphin County\", \"cat_0_index\": 61, \"group\": [245.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Davidson County\", \"ini\": 194, \"clust\": 0, \"rank\": 136, \"rankvar\": 40, \"cat-0\": \"City: Davidson County\", \"cat_0_index\": 62, \"group\": [3.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Davis County\", \"ini\": 193, \"clust\": 88, \"rank\": 213, \"rankvar\": 149, \"cat-0\": \"City: Davis County\", \"cat_0_index\": 63, \"group\": [86.0, 11.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"DeKalb County\", \"ini\": 192, \"clust\": 176, \"rank\": 18, \"rankvar\": 130, \"cat-0\": \"City: DeKalb County\", \"cat_0_index\": 64, \"group\": [178.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Delaware County\", \"ini\": 191, \"clust\": 229, \"rank\": 66, \"rankvar\": 119, \"cat-0\": \"City: Delaware County\", \"cat_0_index\": 65, \"group\": [228.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Denton County\", \"ini\": 190, \"clust\": 120, \"rank\": 255, \"rankvar\": 34, \"cat-0\": \"City: Denton County\", \"cat_0_index\": 66, \"group\": [121.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Denver County\", \"ini\": 189, \"clust\": 18, \"rank\": 120, \"rankvar\": 15, \"cat-0\": \"City: Denver County\", \"cat_0_index\": 67, \"group\": [18.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Deschutes County\", \"ini\": 188, \"clust\": 66, \"rank\": 204, \"rankvar\": 146, \"cat-0\": \"City: Deschutes County\", \"cat_0_index\": 68, \"group\": [66.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Douglas County\", \"ini\": 187, \"clust\": 47, \"rank\": 116, \"rankvar\": 104, \"cat-0\": \"City: Douglas County\", \"cat_0_index\": 69, \"group\": [49.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"DuPage County\", \"ini\": 186, \"clust\": 83, \"rank\": 227, \"rankvar\": 213, \"cat-0\": \"City: DuPage County\", \"cat_0_index\": 70, \"group\": [81.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Durham County\", \"ini\": 185, \"clust\": 1, \"rank\": 176, \"rankvar\": 154, \"cat-0\": \"City: Durham County\", \"cat_0_index\": 71, \"group\": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Duval County\", \"ini\": 184, \"clust\": 170, \"rank\": 6, \"rankvar\": 232, \"cat-0\": \"City: Duval County\", \"cat_0_index\": 72, \"group\": [171.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Eaton County\", \"ini\": 183, \"clust\": 97, \"rank\": 244, \"rankvar\": 186, \"cat-0\": \"City: Eaton County\", \"cat_0_index\": 73, \"group\": [93.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"El Paso County\", \"ini\": 182, \"clust\": 214, \"rank\": 76, \"rankvar\": 73, \"cat-0\": \"City: El Paso County\", \"cat_0_index\": 74, \"group\": [213.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Escambia County\", \"ini\": 181, \"clust\": 248, \"rank\": 25, \"rankvar\": 118, \"cat-0\": \"City: Escambia County\", \"cat_0_index\": 75, \"group\": [246.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Essex County\", \"ini\": 180, \"clust\": 254, \"rank\": 93, \"rankvar\": 97, \"cat-0\": \"City: Essex County\", \"cat_0_index\": 76, \"group\": [251.0, 42.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fairfax (city)\", \"ini\": 179, \"clust\": 213, \"rank\": 96, \"rankvar\": 172, \"cat-0\": \"City: Fairfax (city)\", \"cat_0_index\": 77, \"group\": [212.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fairfax County\", \"ini\": 178, \"clust\": 78, \"rank\": 168, \"rankvar\": 75, \"cat-0\": \"City: Fairfax County\", \"cat_0_index\": 78, \"group\": [74.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fairfield\", \"ini\": 177, \"clust\": 201, \"rank\": 29, \"rankvar\": 162, \"cat-0\": \"City: Fairfield\", \"cat_0_index\": 79, \"group\": [199.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Falls Church City\", \"ini\": 176, \"clust\": 149, \"rank\": 127, \"rankvar\": 190, \"cat-0\": \"City: Falls Church City\", \"cat_0_index\": 80, \"group\": [150.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fayette County\", \"ini\": 175, \"clust\": 223, \"rank\": 159, \"rankvar\": 216, \"cat-0\": \"City: Fayette County\", \"cat_0_index\": 81, \"group\": [224.0, 34.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Forsyth County\", \"ini\": 174, \"clust\": 128, \"rank\": 186, \"rankvar\": 80, \"cat-0\": \"City: Forsyth County\", \"cat_0_index\": 82, \"group\": [128.0, 17.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Franklin\", \"ini\": 173, \"clust\": 94, \"rank\": 209, \"rankvar\": 151, \"cat-0\": \"City: Franklin\", \"cat_0_index\": 83, \"group\": [91.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Franklin County\", \"ini\": 172, \"clust\": 34, \"rank\": 175, \"rankvar\": 33, \"cat-0\": \"City: Franklin County\", \"cat_0_index\": 84, \"group\": [33.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fredericksburg City\", \"ini\": 171, \"clust\": 156, \"rank\": 142, \"rankvar\": 169, \"cat-0\": \"City: Fredericksburg City\", \"cat_0_index\": 85, \"group\": [155.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fresno County\", \"ini\": 170, \"clust\": 166, \"rank\": 117, \"rankvar\": 191, \"cat-0\": \"City: Fresno County\", \"cat_0_index\": 86, \"group\": [164.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Fulton County\", \"ini\": 169, \"clust\": 168, \"rank\": 89, \"rankvar\": 6, \"cat-0\": \"City: Fulton County\", \"cat_0_index\": 87, \"group\": [167.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Gallatin County\", \"ini\": 168, \"clust\": 127, \"rank\": 207, \"rankvar\": 225, \"cat-0\": \"City: Gallatin County\", \"cat_0_index\": 88, \"group\": [129.0, 17.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Grafton County\", \"ini\": 167, \"clust\": 134, \"rank\": 183, \"rankvar\": 76, \"cat-0\": \"City: Grafton County\", \"cat_0_index\": 89, \"group\": [132.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Grant County\", \"ini\": 166, \"clust\": 142, \"rank\": 32, \"rankvar\": 160, \"cat-0\": \"City: Grant County\", \"cat_0_index\": 90, \"group\": [141.0, 20.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Green County\", \"ini\": 165, \"clust\": 21, \"rank\": 87, \"rankvar\": 85, \"cat-0\": \"City: Green County\", \"cat_0_index\": 91, \"group\": [20.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Greenville County\", \"ini\": 164, \"clust\": 131, \"rank\": 206, \"rankvar\": 98, \"cat-0\": \"City: Greenville County\", \"cat_0_index\": 92, \"group\": [130.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Habersham County\", \"ini\": 163, \"clust\": 48, \"rank\": 152, \"rankvar\": 252, \"cat-0\": \"City: Habersham County\", \"cat_0_index\": 93, \"group\": [47.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hamilton County\", \"ini\": 162, \"clust\": 82, \"rank\": 185, \"rankvar\": 65, \"cat-0\": \"City: Hamilton County\", \"cat_0_index\": 94, \"group\": [83.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hampshire\", \"ini\": 161, \"clust\": 205, \"rank\": 26, \"rankvar\": 234, \"cat-0\": \"City: Hampshire\", \"cat_0_index\": 95, \"group\": [206.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Harris County\", \"ini\": 160, \"clust\": 136, \"rank\": 74, \"rankvar\": 110, \"cat-0\": \"City: Harris County\", \"cat_0_index\": 96, \"group\": [135.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hartford County\", \"ini\": 159, \"clust\": 100, \"rank\": 197, \"rankvar\": 50, \"cat-0\": \"City: Hartford County\", \"cat_0_index\": 97, \"group\": [96.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hennepin County\", \"ini\": 158, \"clust\": 67, \"rank\": 184, \"rankvar\": 72, \"cat-0\": \"City: Hennepin County\", \"cat_0_index\": 98, \"group\": [64.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Henrico County\", \"ini\": 157, \"clust\": 234, \"rank\": 131, \"rankvar\": 113, \"cat-0\": \"City: Henrico County\", \"cat_0_index\": 99, \"group\": [232.0, 37.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hillsborough County\", \"ini\": 156, \"clust\": 7, \"rank\": 139, \"rankvar\": 70, \"cat-0\": \"City: Hillsborough County\", \"cat_0_index\": 100, \"group\": [8.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Howard County\", \"ini\": 155, \"clust\": 11, \"rank\": 75, \"rankvar\": 17, \"cat-0\": \"City: Howard County\", \"cat_0_index\": 101, \"group\": [12.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hudson County\", \"ini\": 154, \"clust\": 241, \"rank\": 84, \"rankvar\": 86, \"cat-0\": \"City: Hudson County\", \"cat_0_index\": 102, \"group\": [238.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Hunterdon County\", \"ini\": 153, \"clust\": 71, \"rank\": 171, \"rankvar\": 124, \"cat-0\": \"City: Hunterdon County\", \"cat_0_index\": 103, \"group\": [70.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ingham County\", \"ini\": 152, \"clust\": 89, \"rank\": 196, \"rankvar\": 125, \"cat-0\": \"City: Ingham County\", \"cat_0_index\": 104, \"group\": [87.0, 11.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jackson County\", \"ini\": 151, \"clust\": 44, \"rank\": 137, \"rankvar\": 43, \"cat-0\": \"City: Jackson County\", \"cat_0_index\": 105, \"group\": [43.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jackson Township\", \"ini\": 150, \"clust\": 25, \"rank\": 81, \"rankvar\": 141, \"cat-0\": \"City: Jackson Township\", \"cat_0_index\": 106, \"group\": [24.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jasper County\", \"ini\": 149, \"clust\": 243, \"rank\": 174, \"rankvar\": 179, \"cat-0\": \"City: Jasper County\", \"cat_0_index\": 107, \"group\": [243.0, 40.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Jefferson County\", \"ini\": 148, \"clust\": 219, \"rank\": 129, \"rankvar\": 35, \"cat-0\": \"City: Jefferson County\", \"cat_0_index\": 108, \"group\": [218.0, 32.0, 14.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Johnson County\", \"ini\": 147, \"clust\": 153, \"rank\": 70, \"rankvar\": 127, \"cat-0\": \"City: Johnson County\", \"cat_0_index\": 109, \"group\": [153.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Juneau\", \"ini\": 146, \"clust\": 140, \"rank\": 37, \"rankvar\": 170, \"cat-0\": \"City: Juneau\", \"cat_0_index\": 110, \"group\": [139.0, 20.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kalamazoo County\", \"ini\": 145, \"clust\": 36, \"rank\": 252, \"rankvar\": 226, \"cat-0\": \"City: Kalamazoo County\", \"cat_0_index\": 111, \"group\": [38.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kane County\", \"ini\": 144, \"clust\": 122, \"rank\": 239, \"rankvar\": 21, \"cat-0\": \"City: Kane County\", \"cat_0_index\": 112, \"group\": [118.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kankakee County\", \"ini\": 143, \"clust\": 169, \"rank\": 7, \"rankvar\": 177, \"cat-0\": \"City: Kankakee County\", \"cat_0_index\": 113, \"group\": [168.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kent County\", \"ini\": 142, \"clust\": 54, \"rank\": 187, \"rankvar\": 214, \"cat-0\": \"City: Kent County\", \"cat_0_index\": 114, \"group\": [50.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"King County\", \"ini\": 141, \"clust\": 35, \"rank\": 166, \"rankvar\": 19, \"cat-0\": \"City: King County\", \"cat_0_index\": 115, \"group\": [34.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Kitsap County\", \"ini\": 140, \"clust\": 9, \"rank\": 179, \"rankvar\": 168, \"cat-0\": \"City: Kitsap County\", \"cat_0_index\": 116, \"group\": [10.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Knox County\", \"ini\": 139, \"clust\": 208, \"rank\": 80, \"rankvar\": 143, \"cat-0\": \"City: Knox County\", \"cat_0_index\": 117, \"group\": [207.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lackawanna County\", \"ini\": 138, \"clust\": 217, \"rank\": 46, \"rankvar\": 245, \"cat-0\": \"City: Lackawanna County\", \"cat_0_index\": 118, \"group\": [215.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lancaster County\", \"ini\": 137, \"clust\": 231, \"rank\": 22, \"rankvar\": 242, \"cat-0\": \"City: Lancaster County\", \"cat_0_index\": 119, \"group\": [230.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lane County\", \"ini\": 136, \"clust\": 164, \"rank\": 100, \"rankvar\": 209, \"cat-0\": \"City: Lane County\", \"cat_0_index\": 120, \"group\": [161.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lee County\", \"ini\": 135, \"clust\": 232, \"rank\": 101, \"rankvar\": 49, \"cat-0\": \"City: Lee County\", \"cat_0_index\": 121, \"group\": [231.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lehigh County\", \"ini\": 134, \"clust\": 154, \"rank\": 24, \"rankvar\": 246, \"cat-0\": \"City: Lehigh County\", \"cat_0_index\": 122, \"group\": [151.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Leon County\", \"ini\": 133, \"clust\": 64, \"rank\": 200, \"rankvar\": 171, \"cat-0\": \"City: Leon County\", \"cat_0_index\": 123, \"group\": [62.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lewis and Clark County\", \"ini\": 132, \"clust\": 240, \"rank\": 65, \"rankvar\": 203, \"cat-0\": \"City: Lewis and Clark County\", \"cat_0_index\": 124, \"group\": [237.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Linn County\", \"ini\": 131, \"clust\": 46, \"rank\": 246, \"rankvar\": 235, \"cat-0\": \"City: Linn County\", \"cat_0_index\": 125, \"group\": [45.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Litchfield County\", \"ini\": 130, \"clust\": 225, \"rank\": 164, \"rankvar\": 202, \"cat-0\": \"City: Litchfield County\", \"cat_0_index\": 126, \"group\": [223.0, 34.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Los Alamos County\", \"ini\": 129, \"clust\": 139, \"rank\": 98, \"rankvar\": 199, \"cat-0\": \"City: Los Alamos County\", \"cat_0_index\": 127, \"group\": [138.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Los Angeles\", \"ini\": 128, \"clust\": 165, \"rank\": 118, \"rankvar\": 55, \"cat-0\": \"City: Los Angeles\", \"cat_0_index\": 128, \"group\": [162.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Los Angeles County\", \"ini\": 127, \"clust\": 218, \"rank\": 110, \"rankvar\": 26, \"cat-0\": \"City: Los Angeles County\", \"cat_0_index\": 129, \"group\": [216.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Loudoun County\", \"ini\": 126, \"clust\": 75, \"rank\": 234, \"rankvar\": 167, \"cat-0\": \"City: Loudoun County\", \"cat_0_index\": 130, \"group\": [73.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lucas County\", \"ini\": 125, \"clust\": 220, \"rank\": 201, \"rankvar\": 212, \"cat-0\": \"City: Lucas County\", \"cat_0_index\": 131, \"group\": [219.0, 32.0, 14.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Lycoming County\", \"ini\": 124, \"clust\": 38, \"rank\": 241, \"rankvar\": 192, \"cat-0\": \"City: Lycoming County\", \"cat_0_index\": 132, \"group\": [37.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Macomb County\", \"ini\": 123, \"clust\": 57, \"rank\": 194, \"rankvar\": 211, \"cat-0\": \"City: Macomb County\", \"cat_0_index\": 133, \"group\": [57.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Macon County\", \"ini\": 122, \"clust\": 117, \"rank\": 242, \"rankvar\": 101, \"cat-0\": \"City: Macon County\", \"cat_0_index\": 134, \"group\": [116.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Madison County\", \"ini\": 121, \"clust\": 198, \"rank\": 23, \"rankvar\": 181, \"cat-0\": \"City: Madison County\", \"cat_0_index\": 135, \"group\": [196.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Manassas\", \"ini\": 120, \"clust\": 242, \"rank\": 52, \"rankvar\": 219, \"cat-0\": \"City: Manassas\", \"cat_0_index\": 136, \"group\": [239.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Maricopa County\", \"ini\": 119, \"clust\": 237, \"rank\": 107, \"rankvar\": 57, \"cat-0\": \"City: Maricopa County\", \"cat_0_index\": 137, \"group\": [235.0, 38.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Marin County\", \"ini\": 118, \"clust\": 249, \"rank\": 53, \"rankvar\": 106, \"cat-0\": \"City: Marin County\", \"cat_0_index\": 138, \"group\": [247.0, 41.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Marion County\", \"ini\": 117, \"clust\": 84, \"rank\": 155, \"rankvar\": 16, \"cat-0\": \"City: Marion County\", \"cat_0_index\": 139, \"group\": [82.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"McLean County\", \"ini\": 116, \"clust\": 50, \"rank\": 153, \"rankvar\": 206, \"cat-0\": \"City: McLean County\", \"cat_0_index\": 140, \"group\": [55.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Mecklenburg County\", \"ini\": 115, \"clust\": 184, \"rank\": 50, \"rankvar\": 48, \"cat-0\": \"City: Mecklenburg County\", \"cat_0_index\": 141, \"group\": [183.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Medina County\", \"ini\": 114, \"clust\": 130, \"rank\": 215, \"rankvar\": 193, \"cat-0\": \"City: Medina County\", \"cat_0_index\": 142, \"group\": [127.0, 17.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Mercer County\", \"ini\": 113, \"clust\": 238, \"rank\": 88, \"rankvar\": 58, \"cat-0\": \"City: Mercer County\", \"cat_0_index\": 143, \"group\": [240.0, 39.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Miami-Dade County\", \"ini\": 112, \"clust\": 150, \"rank\": 95, \"rankvar\": 150, \"cat-0\": \"City: Miami-Dade County\", \"cat_0_index\": 144, \"group\": [148.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Middlesex County\", \"ini\": 111, \"clust\": 188, \"rank\": 79, \"rankvar\": 5, \"cat-0\": \"City: Middlesex County\", \"cat_0_index\": 145, \"group\": [187.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Midland County\", \"ini\": 110, \"clust\": 178, \"rank\": 2, \"rankvar\": 95, \"cat-0\": \"City: Midland County\", \"cat_0_index\": 146, \"group\": [175.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Milwaukee County\", \"ini\": 109, \"clust\": 79, \"rank\": 181, \"rankvar\": 103, \"cat-0\": \"City: Milwaukee County\", \"cat_0_index\": 147, \"group\": [75.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Minnehaha County\", \"ini\": 108, \"clust\": 187, \"rank\": 10, \"rankvar\": 94, \"cat-0\": \"City: Minnehaha County\", \"cat_0_index\": 148, \"group\": [186.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Monongalia County\", \"ini\": 107, \"clust\": 216, \"rank\": 30, \"rankvar\": 239, \"cat-0\": \"City: Monongalia County\", \"cat_0_index\": 149, \"group\": [217.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Monroe County\", \"ini\": 106, \"clust\": 189, \"rank\": 59, \"rankvar\": 20, \"cat-0\": \"City: Monroe County\", \"cat_0_index\": 150, \"group\": [188.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Monterey County\", \"ini\": 105, \"clust\": 157, \"rank\": 113, \"rankvar\": 229, \"cat-0\": \"City: Monterey County\", \"cat_0_index\": 151, \"group\": [156.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Montgomery County\", \"ini\": 104, \"clust\": 39, \"rank\": 135, \"rankvar\": 25, \"cat-0\": \"City: Montgomery County\", \"cat_0_index\": 152, \"group\": [46.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Morris County\", \"ini\": 103, \"clust\": 226, \"rank\": 83, \"rankvar\": 241, \"cat-0\": \"City: Morris County\", \"cat_0_index\": 153, \"group\": [227.0, 35.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Multnomah County\", \"ini\": 102, \"clust\": 255, \"rank\": 105, \"rankvar\": 11, \"cat-0\": \"City: Multnomah County\", \"cat_0_index\": 154, \"group\": [252.0, 42.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"N.A.\", \"ini\": 101, \"clust\": 179, \"rank\": 15, \"rankvar\": 89, \"cat-0\": \"City: N.A.\", \"cat_0_index\": 155, \"group\": [176.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Nassau\", \"ini\": 100, \"clust\": 207, \"rank\": 56, \"rankvar\": 198, \"cat-0\": \"City: Nassau\", \"cat_0_index\": 156, \"group\": [205.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New Castle County\", \"ini\": 99, \"clust\": 227, \"rank\": 102, \"rankvar\": 174, \"cat-0\": \"City: New Castle County\", \"cat_0_index\": 157, \"group\": [225.0, 35.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New Hanover County\", \"ini\": 98, \"clust\": 13, \"rank\": 3, \"rankvar\": 207, \"cat-0\": \"City: New Hanover County\", \"cat_0_index\": 158, \"group\": [16.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New Haven County\", \"ini\": 97, \"clust\": 24, \"rank\": 97, \"rankvar\": 42, \"cat-0\": \"City: New Haven County\", \"cat_0_index\": 159, \"group\": [23.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New London County\", \"ini\": 96, \"clust\": 132, \"rank\": 178, \"rankvar\": 30, \"cat-0\": \"City: New London County\", \"cat_0_index\": 160, \"group\": [131.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"New York City\", \"ini\": 95, \"clust\": 126, \"rank\": 157, \"rankvar\": 0, \"cat-0\": \"City: New York City\", \"cat_0_index\": 161, \"group\": [124.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Norfolk County\", \"ini\": 94, \"clust\": 183, \"rank\": 27, \"rankvar\": 93, \"cat-0\": \"City: Norfolk County\", \"cat_0_index\": 162, \"group\": [182.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Northampton County\", \"ini\": 93, \"clust\": 215, \"rank\": 39, \"rankvar\": 156, \"cat-0\": \"City: Northampton County\", \"cat_0_index\": 163, \"group\": [214.0, 31.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Nueces County\", \"ini\": 92, \"clust\": 195, \"rank\": 31, \"rankvar\": 132, \"cat-0\": \"City: Nueces County\", \"cat_0_index\": 164, \"group\": [194.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Nye County\", \"ini\": 91, \"clust\": 230, \"rank\": 62, \"rankvar\": 134, \"cat-0\": \"City: Nye County\", \"cat_0_index\": 165, \"group\": [229.0, 36.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Oakland County\", \"ini\": 90, \"clust\": 193, \"rank\": 14, \"rankvar\": 178, \"cat-0\": \"City: Oakland County\", \"cat_0_index\": 166, \"group\": [192.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ogle County\", \"ini\": 89, \"clust\": 77, \"rank\": 210, \"rankvar\": 163, \"cat-0\": \"City: Ogle County\", \"cat_0_index\": 167, \"group\": [76.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Okaloosa County\", \"ini\": 88, \"clust\": 235, \"rank\": 132, \"rankvar\": 114, \"cat-0\": \"City: Okaloosa County\", \"cat_0_index\": 168, \"group\": [232.0, 37.0, 16.0, 9.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Oklahoma County\", \"ini\": 87, \"clust\": 137, \"rank\": 61, \"rankvar\": 182, \"cat-0\": \"City: Oklahoma County\", \"cat_0_index\": 169, \"group\": [136.0, 19.0, 8.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Onondaga County\", \"ini\": 86, \"clust\": 181, \"rank\": 20, \"rankvar\": 83, \"cat-0\": \"City: Onondaga County\", \"cat_0_index\": 170, \"group\": [180.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ontario County\", \"ini\": 85, \"clust\": 107, \"rank\": 214, \"rankvar\": 91, \"cat-0\": \"City: Ontario County\", \"cat_0_index\": 171, \"group\": [105.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Orange County\", \"ini\": 84, \"clust\": 12, \"rank\": 68, \"rankvar\": 28, \"cat-0\": \"City: Orange County\", \"cat_0_index\": 172, \"group\": [13.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Orleans Parish\", \"ini\": 83, \"clust\": 53, \"rank\": 193, \"rankvar\": 247, \"cat-0\": \"City: Orleans Parish\", \"cat_0_index\": 173, \"group\": [52.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Outagamie County\", \"ini\": 82, \"clust\": 204, \"rank\": 40, \"rankvar\": 224, \"cat-0\": \"City: Outagamie County\", \"cat_0_index\": 174, \"group\": [203.0, 29.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Palm Beach County\", \"ini\": 81, \"clust\": 61, \"rank\": 254, \"rankvar\": 236, \"cat-0\": \"City: Palm Beach County\", \"cat_0_index\": 175, \"group\": [59.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Payne County\", \"ini\": 80, \"clust\": 174, \"rank\": 17, \"rankvar\": 36, \"cat-0\": \"City: Payne County\", \"cat_0_index\": 176, \"group\": [172.0, 27.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Philadelphia County\", \"ini\": 79, \"clust\": 10, \"rank\": 128, \"rankvar\": 22, \"cat-0\": \"City: Philadelphia County\", \"cat_0_index\": 177, \"group\": [11.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pickens County\", \"ini\": 78, \"clust\": 31, \"rank\": 248, \"rankvar\": 138, \"cat-0\": \"City: Pickens County\", \"cat_0_index\": 178, \"group\": [35.0, 6.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pierce County\", \"ini\": 77, \"clust\": 135, \"rank\": 211, \"rankvar\": 144, \"cat-0\": \"City: Pierce County\", \"cat_0_index\": 179, \"group\": [133.0, 18.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pima County\", \"ini\": 76, \"clust\": 59, \"rank\": 229, \"rankvar\": 147, \"cat-0\": \"City: Pima County\", \"cat_0_index\": 180, \"group\": [61.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Pittsburg\", \"ini\": 75, \"clust\": 147, \"rank\": 69, \"rankvar\": 251, \"cat-0\": \"City: Pittsburg\", \"cat_0_index\": 181, \"group\": [146.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Polk County\", \"ini\": 74, \"clust\": 144, \"rank\": 67, \"rankvar\": 233, \"cat-0\": \"City: Polk County\", \"cat_0_index\": 182, \"group\": [145.0, 22.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Prince George's County\", \"ini\": 73, \"clust\": 211, \"rank\": 58, \"rankvar\": 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1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Rice County\", \"ini\": 68, \"clust\": 110, \"rank\": 225, \"rankvar\": 145, \"cat-0\": \"City: Rice County\", \"cat_0_index\": 188, \"group\": [111.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Richland County\", \"ini\": 67, \"clust\": 52, \"rank\": 182, \"rankvar\": 227, \"cat-0\": \"City: Richland County\", \"cat_0_index\": 189, \"group\": [53.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Richmond City\", \"ini\": 66, \"clust\": 171, \"rank\": 90, \"rankvar\": 45, \"cat-0\": \"City: Richmond City\", \"cat_0_index\": 190, \"group\": [169.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Richmond County\", \"ini\": 65, \"clust\": 155, \"rank\": 47, \"rankvar\": 223, \"cat-0\": \"City: Richmond County\", \"cat_0_index\": 191, \"group\": [152.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Riverside County\", \"ini\": 64, \"clust\": 109, \"rank\": 250, \"rankvar\": 173, \"cat-0\": \"City: Riverside County\", \"cat_0_index\": 192, \"group\": [108.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Rockingham County\", \"ini\": 63, \"clust\": 8, \"rank\": 122, \"rankvar\": 189, \"cat-0\": \"City: Rockingham County\", \"cat_0_index\": 193, \"group\": [9.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Routt County\", \"ini\": 62, \"clust\": 65, \"rank\": 245, \"rankvar\": 237, \"cat-0\": \"City: Routt County\", \"cat_0_index\": 194, \"group\": [63.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sacramento County\", \"ini\": 61, \"clust\": 27, \"rank\": 35, \"rankvar\": 250, \"cat-0\": \"City: Sacramento County\", \"cat_0_index\": 195, \"group\": [30.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Saint Joseph County\", \"ini\": 60, \"clust\": 200, \"rank\": 54, \"rankvar\": 187, \"cat-0\": \"City: Saint Joseph County\", \"cat_0_index\": 196, \"group\": [201.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Saint Mary's County\", \"ini\": 59, \"clust\": 228, \"rank\": 99, \"rankvar\": 184, \"cat-0\": \"City: Saint Mary's County\", \"cat_0_index\": 197, \"group\": [226.0, 35.0, 15.0, 8.0, 4.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Salt Lake County\", \"ini\": 58, \"clust\": 192, \"rank\": 77, \"rankvar\": 31, \"cat-0\": \"City: Salt Lake County\", \"cat_0_index\": 198, \"group\": [190.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Antonio\", \"ini\": 57, \"clust\": 101, \"rank\": 145, \"rankvar\": 87, \"cat-0\": \"City: San Antonio\", \"cat_0_index\": 199, \"group\": [102.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Bernardino County\", \"ini\": 56, \"clust\": 123, \"rank\": 247, \"rankvar\": 23, \"cat-0\": \"City: San Bernardino County\", \"cat_0_index\": 200, \"group\": [119.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Diego County\", \"ini\": 55, \"clust\": 15, \"rank\": 92, \"rankvar\": 13, \"cat-0\": \"City: San Diego County\", \"cat_0_index\": 201, \"group\": [15.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Francisco City and County\", \"ini\": 54, \"clust\": 102, \"rank\": 130, \"rankvar\": 3, \"cat-0\": \"City: San Francisco City and County\", \"cat_0_index\": 202, \"group\": [101.0, 14.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Luis Obispo County\", \"ini\": 53, \"clust\": 112, \"rank\": 232, \"rankvar\": 60, \"cat-0\": \"City: San Luis Obispo County\", \"cat_0_index\": 203, \"group\": [110.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"San Mateo County\", \"ini\": 52, \"clust\": 22, \"rank\": 103, \"rankvar\": 32, \"cat-0\": \"City: San Mateo County\", \"cat_0_index\": 204, \"group\": [26.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sandoval County\", \"ini\": 51, \"clust\": 118, \"rank\": 249, \"rankvar\": 122, \"cat-0\": \"City: Sandoval County\", \"cat_0_index\": 205, \"group\": [117.0, 16.0, 6.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Barbara County\", \"ini\": 50, \"clust\": 163, \"rank\": 48, \"rankvar\": 248, \"cat-0\": \"City: Santa Barbara County\", \"cat_0_index\": 206, \"group\": [163.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Clara County\", \"ini\": 49, \"clust\": 159, \"rank\": 125, \"rankvar\": 10, \"cat-0\": \"City: Santa Clara County\", \"cat_0_index\": 207, \"group\": [159.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Cruz County\", \"ini\": 48, \"clust\": 196, \"rank\": 0, \"rankvar\": 249, \"cat-0\": \"City: Santa Cruz County\", \"cat_0_index\": 208, \"group\": [195.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Santa Fe County\", \"ini\": 47, \"clust\": 152, \"rank\": 82, \"rankvar\": 155, \"cat-0\": \"City: Santa Fe County\", \"cat_0_index\": 209, \"group\": [154.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sarasota County\", \"ini\": 46, \"clust\": 197, \"rank\": 21, \"rankvar\": 195, \"cat-0\": \"City: Sarasota County\", \"cat_0_index\": 210, \"group\": [198.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Saratoga Springs\", \"ini\": 45, \"clust\": 161, \"rank\": 188, \"rankvar\": 220, \"cat-0\": \"City: Saratoga Springs\", \"cat_0_index\": 211, \"group\": [158.0, 24.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sedgwick County\", \"ini\": 44, \"clust\": 253, \"rank\": 94, \"rankvar\": 201, \"cat-0\": \"City: Sedgwick County\", \"cat_0_index\": 212, \"group\": [253.0, 42.0, 18.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Shelby County\", \"ini\": 43, \"clust\": 209, \"rank\": 41, \"rankvar\": 120, \"cat-0\": \"City: Shelby County\", \"cat_0_index\": 213, \"group\": [208.0, 30.0, 13.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Skagit County\", \"ini\": 42, \"clust\": 194, \"rank\": 38, \"rankvar\": 112, \"cat-0\": \"City: Skagit County\", \"cat_0_index\": 214, \"group\": [193.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sliders\", \"ini\": 41, \"clust\": 55, \"rank\": 160, \"rankvar\": 131, \"cat-0\": \"City: Sliders\", \"cat_0_index\": 215, \"group\": [51.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Snohomish County\", \"ini\": 40, \"clust\": 90, \"rank\": 134, \"rankvar\": 107, \"cat-0\": \"City: Snohomish County\", \"cat_0_index\": 216, \"group\": [89.0, 12.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Somerset County\", \"ini\": 39, \"clust\": 93, \"rank\": 212, \"rankvar\": 175, \"cat-0\": \"City: Somerset County\", \"cat_0_index\": 217, \"group\": [98.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sonoma County\", \"ini\": 38, \"clust\": 91, \"rank\": 163, \"rankvar\": 139, \"cat-0\": \"City: Sonoma County\", \"cat_0_index\": 218, \"group\": [90.0, 12.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Spokane County\", \"ini\": 37, \"clust\": 167, \"rank\": 106, \"rankvar\": 166, \"cat-0\": \"City: Spokane County\", \"cat_0_index\": 219, \"group\": [165.0, 25.0, 11.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"St. Lucie County\", \"ini\": 36, \"clust\": 86, \"rank\": 192, \"rankvar\": 111, \"cat-0\": \"City: St. Lucie County\", \"cat_0_index\": 220, \"group\": [85.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Story County\", \"ini\": 35, \"clust\": 49, \"rank\": 170, \"rankvar\": 254, \"cat-0\": \"City: Story County\", \"cat_0_index\": 221, \"group\": [48.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Suffolk County\", \"ini\": 34, \"clust\": 146, \"rank\": 114, \"rankvar\": 8, \"cat-0\": \"City: Suffolk County\", \"cat_0_index\": 222, \"group\": [144.0, 21.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sullivan County\", \"ini\": 33, \"clust\": 141, \"rank\": 36, \"rankvar\": 99, \"cat-0\": \"City: Sullivan County\", \"cat_0_index\": 223, \"group\": [140.0, 20.0, 9.0, 5.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Summit County\", \"ini\": 32, \"clust\": 26, \"rank\": 78, \"rankvar\": 129, \"cat-0\": \"City: Summit County\", \"cat_0_index\": 224, \"group\": [25.0, 5.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Sumner County\", \"ini\": 31, \"clust\": 2, \"rank\": 151, \"rankvar\": 159, \"cat-0\": \"City: Sumner County\", \"cat_0_index\": 225, \"group\": [2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Tarrant County\", \"ini\": 30, \"clust\": 3, \"rank\": 147, \"rankvar\": 63, \"cat-0\": \"City: Tarrant County\", \"cat_0_index\": 226, \"group\": [4.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Tazewell County\", \"ini\": 29, \"clust\": 151, \"rank\": 49, \"rankvar\": 243, \"cat-0\": \"City: Tazewell County\", \"cat_0_index\": 227, \"group\": [149.0, 23.0, 10.0, 6.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Thurston County\", \"ini\": 28, \"clust\": 95, \"rank\": 177, \"rankvar\": 64, \"cat-0\": \"City: Thurston County\", \"cat_0_index\": 228, \"group\": [92.0, 13.0, 5.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Tippecanoe County\", \"ini\": 27, \"clust\": 73, \"rank\": 199, \"rankvar\": 153, \"cat-0\": \"City: Tippecanoe County\", \"cat_0_index\": 229, \"group\": [78.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Travis County\", \"ini\": 26, \"clust\": 190, \"rank\": 73, \"rankvar\": 46, \"cat-0\": \"City: Travis County\", \"cat_0_index\": 230, \"group\": [191.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Tulsa County\", \"ini\": 25, \"clust\": 185, \"rank\": 19, \"rankvar\": 100, \"cat-0\": \"City: Tulsa County\", \"cat_0_index\": 231, \"group\": [184.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ulster County\", \"ini\": 24, \"clust\": 172, \"rank\": 16, \"rankvar\": 200, \"cat-0\": \"City: Ulster County\", \"cat_0_index\": 232, \"group\": [170.0, 26.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Union County\", \"ini\": 23, \"clust\": 72, \"rank\": 144, \"rankvar\": 102, \"cat-0\": \"City: Union County\", \"cat_0_index\": 233, \"group\": [71.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Unorganized Borough\", \"ini\": 22, \"clust\": 51, \"rank\": 216, \"rankvar\": 244, \"cat-0\": \"City: Unorganized Borough\", \"cat_0_index\": 234, \"group\": [54.0, 8.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Utah County\", \"ini\": 21, \"clust\": 244, \"rank\": 115, \"rankvar\": 74, \"cat-0\": \"City: Utah County\", \"cat_0_index\": 235, \"group\": [241.0, 40.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Valencia County\", \"ini\": 20, \"clust\": 63, \"rank\": 222, \"rankvar\": 117, \"cat-0\": \"City: Valencia County\", \"cat_0_index\": 236, \"group\": [58.0, 9.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Vanderburgh County\", \"ini\": 19, \"clust\": 80, \"rank\": 238, \"rankvar\": 210, \"cat-0\": \"City: Vanderburgh County\", \"cat_0_index\": 237, \"group\": [79.0, 10.0, 4.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Ventura County\", \"ini\": 18, \"clust\": 202, \"rank\": 4, \"rankvar\": 253, \"cat-0\": \"City: Ventura County\", \"cat_0_index\": 238, \"group\": [200.0, 28.0, 12.0, 7.0, 3.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Wake County\", \"ini\": 17, \"clust\": 42, \"rank\": 140, \"rankvar\": 27, \"cat-0\": \"City: Wake County\", \"cat_0_index\": 239, \"group\": [40.0, 7.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Walton County\", \"ini\": 16, \"clust\": 245, \"rank\": 148, \"rankvar\": 218, \"cat-0\": \"City: Walton County\", \"cat_0_index\": 240, \"group\": [242.0, 40.0, 17.0, 10.0, 5.0, 4.0, 2.0, 1.0, 1.0, 1.0, 1.0]}, {\"name\": \"Washington\", \"ini\": 15, 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