{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Simple Migration Flows with pytidycensus\n",
    "\n",
    "This notebook demonstrates how to use the `get_flows()` function in pytidycensus to retrieve migration flow data from the Census Migration Flows API.\n",
    "\n",
    "The Migration Flows API provides data on population movement between geographic areas based on American Community Survey (ACS) 5-year estimates."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pytidycensus as tc\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pytidycensus as tc\n",
    "import geopandas as gpd\n",
    "import matplotlib.pyplot as plt\n",
    "from shapely.geometry import LineString\n",
    "\n",
    "# Set your Census API key\n",
    "# tc.set_census_api_key(\"your_key_here\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic County-to-County Migration Flows\n",
    "\n",
    "Let's start with basic county-to-county migration flows for Texas:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape: (36641, 10)\n",
      "Columns: ['GEOID1', 'GEOID2', 'FULL1_NAME', 'FULL2_NAME', 'MOVEDIN', 'MOVEDIN_M', 'MOVEDOUT', 'MOVEDOUT_M', 'MOVEDNET', 'MOVEDNET_M']\n"
     ]
    },
    {
     "data": {
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       "columns": [
        {
         "name": "index",
         "rawType": "int64",
         "type": "integer"
        },
        {
         "name": "GEOID1",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "GEOID2",
         "rawType": "object",
         "type": "unknown"
        },
        {
         "name": "FULL1_NAME",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "FULL2_NAME",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "MOVEDIN",
         "rawType": "int64",
         "type": "integer"
        },
        {
         "name": "MOVEDIN_M",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "MOVEDOUT",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "MOVEDOUT_M",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "MOVEDNET",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "MOVEDNET_M",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "9ae49fed-49fb-4b54-8a08-94232962a442",
       "rows": [
        [
         "0",
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         null,
         "Anderson County, Texas",
         "Africa",
         "38",
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         null,
         null,
         null
        ],
        [
         "1",
         "48001",
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         "Asia",
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         null,
         null,
         null,
         null
        ],
        [
         "2",
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         "Central America",
         "2",
         "3.0",
         null,
         null,
         null,
         null
        ],
        [
         "3",
         "48001",
         "01089",
         "Anderson County, Texas",
         "Madison County, Alabama",
         "13",
         "20.0",
         "0.0",
         "28.0",
         "13.0",
         "20.0"
        ],
        [
         "4",
         "48001",
         "02016",
         "Anderson County, Texas",
         "Aleutians West Census Area, Alaska",
         "0",
         "31.0",
         "7.0",
         "9.0",
         "-7.0",
         "9.0"
        ]
       ],
       "shape": {
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        "rows": 5
       }
      },
      "text/html": [
       "<div>\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GEOID1</th>\n",
       "      <th>GEOID2</th>\n",
       "      <th>FULL1_NAME</th>\n",
       "      <th>FULL2_NAME</th>\n",
       "      <th>MOVEDIN</th>\n",
       "      <th>MOVEDIN_M</th>\n",
       "      <th>MOVEDOUT</th>\n",
       "      <th>MOVEDOUT_M</th>\n",
       "      <th>MOVEDNET</th>\n",
       "      <th>MOVEDNET_M</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>48001</td>\n",
       "      <td>None</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Africa</td>\n",
       "      <td>38</td>\n",
       "      <td>52.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>48001</td>\n",
       "      <td>None</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Asia</td>\n",
       "      <td>4</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>48001</td>\n",
       "      <td>None</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Central America</td>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>48001</td>\n",
       "      <td>01089</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Madison County, Alabama</td>\n",
       "      <td>13</td>\n",
       "      <td>20.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>48001</td>\n",
       "      <td>02016</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Aleutians West Census Area, Alaska</td>\n",
       "      <td>0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>-7.0</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  GEOID1 GEOID2              FULL1_NAME                          FULL2_NAME  \\\n",
       "0  48001   None  Anderson County, Texas                              Africa   \n",
       "1  48001   None  Anderson County, Texas                                Asia   \n",
       "2  48001   None  Anderson County, Texas                     Central America   \n",
       "3  48001  01089  Anderson County, Texas             Madison County, Alabama   \n",
       "4  48001  02016  Anderson County, Texas  Aleutians West Census Area, Alaska   \n",
       "\n",
       "   MOVEDIN  MOVEDIN_M  MOVEDOUT  MOVEDOUT_M  MOVEDNET  MOVEDNET_M  \n",
       "0       38       52.0       NaN         NaN       NaN         NaN  \n",
       "1        4        6.0       NaN         NaN       NaN         NaN  \n",
       "2        2        3.0       NaN         NaN       NaN         NaN  \n",
       "3       13       20.0       0.0        28.0      13.0        20.0  \n",
       "4        0       31.0       7.0         9.0      -7.0         9.0  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get county-to-county migration flows for Texas\n",
    "tx_flows = tc.get_flows(\n",
    "    geography=\"county\",\n",
    "    state=\"TX\",\n",
    "    year=2018,\n",
    "    output=\"wide\"\n",
    ")\n",
    "\n",
    "print(f\"Shape: {tx_flows.shape}\")\n",
    "print(f\"Columns: {list(tx_flows.columns)}\")\n",
    "tx_flows.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Understanding the Data Structure\n",
    "\n",
    "The flow data includes several key variables:\n",
    "\n",
    "- **MOVEDIN**: Number of people who moved into the destination\n",
    "- **MOVEDOUT**: Number of people who moved out of the origin\n",
    "- **MOVEDNET**: Net migration (MOVEDIN - MOVEDOUT)\n",
    "- **FULL1_NAME**: Origin location name\n",
    "- **FULL2_NAME**: Destination location name\n",
    "- Variables ending in `_M`: Margin of error\n",
    "\n",
    "if `geometry=True`:\n",
    "\n",
    "- **centroid1**: Origin centroid\n",
    "- **centroid2**: Destination centroid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Top 10 largest migration flows:\n"
     ]
    },
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "int64",
         "type": "integer"
        },
        {
         "name": "FULL1_NAME",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "FULL2_NAME",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "MOVEDIN",
         "rawType": "int64",
         "type": "integer"
        },
        {
         "name": "MOVEDIN_M",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "75fabe02-2f1f-4e9c-a24a-5172b9dc7053",
       "rows": [
        [
         "12973",
         "Fort Bend County, Texas",
         "Harris County, Texas",
         "20139",
         "1842.0"
        ],
        [
         "30609",
         "Tarrant County, Texas",
         "Dallas County, Texas",
         "19149",
         "1603.0"
        ],
        [
         "10162",
         "Denton County, Texas",
         "Dallas County, Texas",
         "18807",
         "2114.0"
        ],
        [
         "15530",
         "Harris County, Texas",
         "Asia",
         "18170",
         "1557.0"
        ],
        [
         "6588",
         "Collin County, Texas",
         "Dallas County, Texas",
         "17264",
         "1567.0"
        ]
       ],
       "shape": {
        "columns": 4,
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       }
      },
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>FULL1_NAME</th>\n",
       "      <th>FULL2_NAME</th>\n",
       "      <th>MOVEDIN</th>\n",
       "      <th>MOVEDIN_M</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12973</th>\n",
       "      <td>Fort Bend County, Texas</td>\n",
       "      <td>Harris County, Texas</td>\n",
       "      <td>20139</td>\n",
       "      <td>1842.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30609</th>\n",
       "      <td>Tarrant County, Texas</td>\n",
       "      <td>Dallas County, Texas</td>\n",
       "      <td>19149</td>\n",
       "      <td>1603.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10162</th>\n",
       "      <td>Denton County, Texas</td>\n",
       "      <td>Dallas County, Texas</td>\n",
       "      <td>18807</td>\n",
       "      <td>2114.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15530</th>\n",
       "      <td>Harris County, Texas</td>\n",
       "      <td>Asia</td>\n",
       "      <td>18170</td>\n",
       "      <td>1557.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6588</th>\n",
       "      <td>Collin County, Texas</td>\n",
       "      <td>Dallas County, Texas</td>\n",
       "      <td>17264</td>\n",
       "      <td>1567.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    FULL1_NAME            FULL2_NAME  MOVEDIN  MOVEDIN_M\n",
       "12973  Fort Bend County, Texas  Harris County, Texas    20139     1842.0\n",
       "30609    Tarrant County, Texas  Dallas County, Texas    19149     1603.0\n",
       "10162     Denton County, Texas  Dallas County, Texas    18807     2114.0\n",
       "15530     Harris County, Texas                  Asia    18170     1557.0\n",
       "6588      Collin County, Texas  Dallas County, Texas    17264     1567.0"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Look at the largest migration flows\n",
    "largest_flows = tx_flows.nlargest(10, 'MOVEDIN')\n",
    "print(\"Top 10 largest migration flows:\")\n",
    "largest_flows[['FULL1_NAME', 'FULL2_NAME', 'MOVEDIN', 'MOVEDIN_M']].head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Tidy Format for Analysis\n",
    "\n",
    "The tidy format is better for analysis and visualization:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Tidy format shape: (109923, 7)\n"
     ]
    },
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
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         "rawType": "int64",
         "type": "integer"
        },
        {
         "name": "GEOID1",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "GEOID2",
         "rawType": "object",
         "type": "unknown"
        },
        {
         "name": "FULL1_NAME",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "FULL2_NAME",
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         "type": "string"
        },
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         "name": "variable",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "estimate",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "moe",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "f2aed737-34f1-47d3-a6f0-4effb78416e4",
       "rows": [
        [
         "0",
         "48001",
         null,
         "Anderson County, Texas",
         "Africa",
         "MOVEDIN",
         "38.0",
         "52.0"
        ],
        [
         "1",
         "48001",
         null,
         "Anderson County, Texas",
         "Africa",
         "MOVEDOUT",
         null,
         null
        ],
        [
         "2",
         "48001",
         null,
         "Anderson County, Texas",
         "Africa",
         "MOVEDNET",
         null,
         null
        ],
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         "3",
         "48001",
         null,
         "Anderson County, Texas",
         "Asia",
         "MOVEDIN",
         "4.0",
         "6.0"
        ],
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         "4",
         "48001",
         null,
         "Anderson County, Texas",
         "Asia",
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         null,
         null
        ]
       ],
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       "<div>\n",
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       "\n",
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       "\n",
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       "</style>\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GEOID1</th>\n",
       "      <th>GEOID2</th>\n",
       "      <th>FULL1_NAME</th>\n",
       "      <th>FULL2_NAME</th>\n",
       "      <th>variable</th>\n",
       "      <th>estimate</th>\n",
       "      <th>moe</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>48001</td>\n",
       "      <td>None</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Africa</td>\n",
       "      <td>MOVEDIN</td>\n",
       "      <td>38.0</td>\n",
       "      <td>52.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>48001</td>\n",
       "      <td>None</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Africa</td>\n",
       "      <td>MOVEDOUT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>48001</td>\n",
       "      <td>None</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Africa</td>\n",
       "      <td>MOVEDNET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>48001</td>\n",
       "      <td>None</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Asia</td>\n",
       "      <td>MOVEDIN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>48001</td>\n",
       "      <td>None</td>\n",
       "      <td>Anderson County, Texas</td>\n",
       "      <td>Asia</td>\n",
       "      <td>MOVEDOUT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  GEOID1 GEOID2              FULL1_NAME FULL2_NAME  variable  estimate   moe\n",
       "0  48001   None  Anderson County, Texas     Africa   MOVEDIN      38.0  52.0\n",
       "1  48001   None  Anderson County, Texas     Africa  MOVEDOUT       NaN   NaN\n",
       "2  48001   None  Anderson County, Texas     Africa  MOVEDNET       NaN   NaN\n",
       "3  48001   None  Anderson County, Texas       Asia   MOVEDIN       4.0   6.0\n",
       "4  48001   None  Anderson County, Texas       Asia  MOVEDOUT       NaN   NaN"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get the same data in tidy format\n",
    "tx_flows_tidy = tc.get_flows(\n",
    "    geography=\"county\",\n",
    "    state=\"TX\", \n",
    "    year=2018,\n",
    "    output=\"tidy\"\n",
    ")\n",
    "\n",
    "print(f\"Tidy format shape: {tx_flows_tidy.shape}\")\n",
    "tx_flows_tidy.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Migration flow summary:\n"
     ]
    },
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "variable",
         "rawType": "object",
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        },
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         "name": "sum",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "mean",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "std",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "d3417fe6-5090-4bec-8db9-41f5556d9b0a",
       "rows": [
        [
         "MOVEDIN",
         "1920233.0",
         "52.40667558199831",
         "384.59302488551225"
        ],
        [
         "MOVEDNET",
         "130846.0",
         "3.637743612555256",
         "147.39858026661932"
        ],
        [
         "MOVEDOUT",
         "1575040.0",
         "43.7888181489616",
         "347.1398618448757"
        ]
       ],
       "shape": {
        "columns": 3,
        "rows": 3
       }
      },
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sum</th>\n",
       "      <th>mean</th>\n",
       "      <th>std</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>variable</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>MOVEDIN</th>\n",
       "      <td>1920233.0</td>\n",
       "      <td>52.406676</td>\n",
       "      <td>384.593025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MOVEDNET</th>\n",
       "      <td>130846.0</td>\n",
       "      <td>3.637744</td>\n",
       "      <td>147.398580</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MOVEDOUT</th>\n",
       "      <td>1575040.0</td>\n",
       "      <td>43.788818</td>\n",
       "      <td>347.139862</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                sum       mean         std\n",
       "variable                                  \n",
       "MOVEDIN   1920233.0  52.406676  384.593025\n",
       "MOVEDNET   130846.0   3.637744  147.398580\n",
       "MOVEDOUT  1575040.0  43.788818  347.139862"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Analyze migration patterns\n",
    "migration_summary = tx_flows_tidy.groupby('variable')['estimate'].agg(['sum', 'mean', 'std'])\n",
    "print(\"Migration flow summary:\")\n",
    "migration_summary"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Migration Flows with Demographic Breakdowns\n",
    "\n",
    "**Note**: Breakdown characteristics are only available for years 2006-2015."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "With breakdowns shape: (63072, 11)\n",
      "Breakdown columns: ['AGE_label', 'SEX_label']\n"
     ]
    },
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "int64",
         "type": "integer"
        },
        {
         "name": "GEOID1",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "GEOID2",
         "rawType": "object",
         "type": "unknown"
        },
        {
         "name": "FULL1_NAME",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "FULL2_NAME",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "AGE",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "SEX",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "AGE_label",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "SEX_label",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "variable",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "estimate",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "moe",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "445a328b-7104-4064-b8dd-a83bc1eba659",
       "rows": [
        [
         "0",
         "44001",
         null,
         "Bristol County, Rhode Island",
         "Asia",
         "00",
         "00",
         "All ages",
         "All sexes",
         "MOVEDIN",
         "58.0",
         "49.0"
        ],
        [
         "1",
         "44001",
         null,
         "Bristol County, Rhode Island",
         "Asia",
         "00",
         "00",
         "All ages",
         "All sexes",
         "MOVEDOUT",
         null,
         null
        ],
        [
         "2",
         "44001",
         null,
         "Bristol County, Rhode Island",
         "Asia",
         "00",
         "00",
         "All ages",
         "All sexes",
         "MOVEDNET",
         null,
         null
        ],
        [
         "3",
         "44001",
         null,
         "Bristol County, Rhode Island",
         "Europe",
         "00",
         "00",
         "All ages",
         "All sexes",
         "MOVEDIN",
         "197.0",
         "170.0"
        ],
        [
         "4",
         "44001",
         null,
         "Bristol County, Rhode Island",
         "Europe",
         "00",
         "00",
         "All ages",
         "All sexes",
         "MOVEDOUT",
         null,
         null
        ]
       ],
       "shape": {
        "columns": 11,
        "rows": 5
       }
      },
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GEOID1</th>\n",
       "      <th>GEOID2</th>\n",
       "      <th>FULL1_NAME</th>\n",
       "      <th>FULL2_NAME</th>\n",
       "      <th>AGE</th>\n",
       "      <th>SEX</th>\n",
       "      <th>AGE_label</th>\n",
       "      <th>SEX_label</th>\n",
       "      <th>variable</th>\n",
       "      <th>estimate</th>\n",
       "      <th>moe</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>44001</td>\n",
       "      <td>None</td>\n",
       "      <td>Bristol County, Rhode Island</td>\n",
       "      <td>Asia</td>\n",
       "      <td>00</td>\n",
       "      <td>00</td>\n",
       "      <td>All ages</td>\n",
       "      <td>All sexes</td>\n",
       "      <td>MOVEDIN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>49.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>44001</td>\n",
       "      <td>None</td>\n",
       "      <td>Bristol County, Rhode Island</td>\n",
       "      <td>Asia</td>\n",
       "      <td>00</td>\n",
       "      <td>00</td>\n",
       "      <td>All ages</td>\n",
       "      <td>All sexes</td>\n",
       "      <td>MOVEDOUT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>44001</td>\n",
       "      <td>None</td>\n",
       "      <td>Bristol County, Rhode Island</td>\n",
       "      <td>Asia</td>\n",
       "      <td>00</td>\n",
       "      <td>00</td>\n",
       "      <td>All ages</td>\n",
       "      <td>All sexes</td>\n",
       "      <td>MOVEDNET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>44001</td>\n",
       "      <td>None</td>\n",
       "      <td>Bristol County, Rhode Island</td>\n",
       "      <td>Europe</td>\n",
       "      <td>00</td>\n",
       "      <td>00</td>\n",
       "      <td>All ages</td>\n",
       "      <td>All sexes</td>\n",
       "      <td>MOVEDIN</td>\n",
       "      <td>197.0</td>\n",
       "      <td>170.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>44001</td>\n",
       "      <td>None</td>\n",
       "      <td>Bristol County, Rhode Island</td>\n",
       "      <td>Europe</td>\n",
       "      <td>00</td>\n",
       "      <td>00</td>\n",
       "      <td>All ages</td>\n",
       "      <td>All sexes</td>\n",
       "      <td>MOVEDOUT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  GEOID1 GEOID2                    FULL1_NAME FULL2_NAME AGE SEX AGE_label  \\\n",
       "0  44001   None  Bristol County, Rhode Island       Asia  00  00  All ages   \n",
       "1  44001   None  Bristol County, Rhode Island       Asia  00  00  All ages   \n",
       "2  44001   None  Bristol County, Rhode Island       Asia  00  00  All ages   \n",
       "3  44001   None  Bristol County, Rhode Island     Europe  00  00  All ages   \n",
       "4  44001   None  Bristol County, Rhode Island     Europe  00  00  All ages   \n",
       "\n",
       "   SEX_label  variable  estimate    moe  \n",
       "0  All sexes   MOVEDIN      58.0   49.0  \n",
       "1  All sexes  MOVEDOUT       NaN    NaN  \n",
       "2  All sexes  MOVEDNET       NaN    NaN  \n",
       "3  All sexes   MOVEDIN     197.0  170.0  \n",
       "4  All sexes  MOVEDOUT       NaN    NaN  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get flows with age and sex breakdowns (2015 data)\n",
    "ri_flows_breakdown = tc.get_flows(\n",
    "    geography=\"county\",\n",
    "    breakdown=[\"AGE\", \"SEX\"],\n",
    "    breakdown_labels=True,\n",
    "    state=\"RI\",\n",
    "    year=2015,  # Breakdown only available before 2016\n",
    "    output=\"tidy\"\n",
    ")\n",
    "\n",
    "print(f\"With breakdowns shape: {ri_flows_breakdown.shape}\")\n",
    "print(f\"Breakdown columns: {[col for col in ri_flows_breakdown.columns if 'label' in col]}\")\n",
    "ri_flows_breakdown.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Analyze migration by age group\n",
    "if 'AGE_label' in ri_flows_breakdown.columns:\n",
    "    age_migration = ri_flows_breakdown[ri_flows_breakdown['variable'] == 'MOVEDIN'].groupby('AGE_label')['estimate'].sum().sort_values(ascending=False)\n",
    "\n",
    "    plt.figure(figsize=(12, 6))\n",
    "    age_migration.plot(kind='bar')\n",
    "    plt.title('Migration into Rhode Island Counties by Age Group (2015)')\n",
    "    plt.xlabel('Age Group')\n",
    "    plt.ylabel('Total People Moved In')\n",
    "    plt.xticks(rotation=45)\n",
    "    plt.tight_layout()\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Metropolitan Statistical Area Flows\n",
    "\n",
    "Migration flows are also available at the MSA level (2013+):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MSA flows shape: (70428, 10)\n"
     ]
    },
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       "      <th>FULL1_NAME</th>\n",
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       "      <th>MOVEDIN</th>\n",
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       "      <th>MOVEDOUT</th>\n",
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       "      <th>MOVEDNET_M</th>\n",
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       "      <td>3883</td>\n",
       "      <td>508.0</td>\n",
       "      <td>2785.0</td>\n",
       "      <td>410.0</td>\n",
       "      <td>1098.0</td>\n",
       "      <td>684.0</td>\n",
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       "      <td>Asia</td>\n",
       "      <td>504</td>\n",
       "      <td>207.0</td>\n",
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       "  GEOID1 GEOID2              FULL1_NAME  \\\n",
       "0  10180   None  Abilene, TX Metro Area   \n",
       "1  10180   None  Abilene, TX Metro Area   \n",
       "2  10180   None  Abilene, TX Metro Area   \n",
       "3  10180   None  Abilene, TX Metro Area   \n",
       "4  10180   None  Abilene, TX Metro Area   \n",
       "\n",
       "                                      FULL2_NAME  MOVEDIN  MOVEDIN_M  \\\n",
       "0  Outside Metro Area within U.S. or Puerto Rico     3883      508.0   \n",
       "1                                         Africa      134      152.0   \n",
       "2                                           Asia      504      207.0   \n",
       "3                                Central America       56       42.0   \n",
       "4                                         Europe      264      176.0   \n",
       "\n",
       "   MOVEDOUT  MOVEDOUT_M  MOVEDNET  MOVEDNET_M  \n",
       "0    2785.0       410.0    1098.0       684.0  \n",
       "1       NaN         NaN       NaN         NaN  \n",
       "2       NaN         NaN       NaN         NaN  \n",
       "3       NaN         NaN       NaN         NaN  \n",
       "4       NaN         NaN       NaN         NaN  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get MSA-level migration flows\n",
    "msa_flows = tc.get_flows(\n",
    "    geography=\"metropolitan statistical area\",\n",
    "    year=2018,\n",
    "    output=\"wide\"\n",
    ")\n",
    "\n",
    "print(f\"MSA flows shape: {msa_flows.shape}\")\n",
    "msa_flows.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Largest MSA-to-MSA migration flows:\n",
      "Riverside-San Bernardino-Ontario, CA Metro Area > Los Angeles-Long Beach-Anaheim, CA Metro Area: 85,361 people\n",
      "New York-Newark-Jersey City, NY-NJ-PA Metro Area > Asia: 65,239 people\n",
      "Los Angeles-Long Beach-Anaheim, CA Metro Area > Asia: 57,528 people\n",
      "Los Angeles-Long Beach-Anaheim, CA Metro Area > Riverside-San Bernardino-Ontario, CA Metro Area: 42,989 people\n",
      "Dallas-Fort Worth-Arlington, TX Metro Area > Outside Metro Area within U.S. or Puerto Rico: 34,853 people\n",
      "Philadelphia-Camden-Wilmington, PA-NJ-DE-MD Metro Area > New York-Newark-Jersey City, NY-NJ-PA Metro Area: 31,621 people\n",
      "Washington-Arlington-Alexandria, DC-VA-MD-WV Metro Area > Asia: 31,025 people\n",
      "Miami-Fort Lauderdale-West Palm Beach, FL Metro Area > Caribbean: 30,633 people\n",
      "New York-Newark-Jersey City, NY-NJ-PA Metro Area > Europe: 29,904 people\n",
      "San Francisco-Oakland-Hayward, CA Metro Area > Asia: 29,747 people\n"
     ]
    }
   ],
   "source": [
    "# Find the largest MSA flows\n",
    "largest_msa_flows = msa_flows.nlargest(10, 'MOVEDIN')\n",
    "print(\"Largest MSA-to-MSA migration flows:\")\n",
    "for _, row in largest_msa_flows.iterrows():\n",
    "    print(f\"{row['FULL1_NAME']} > {row['FULL2_NAME']}: {row['MOVEDIN']:,} people\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Margin of Error and Confidence Levels\n",
    "\n",
    "You can adjust the confidence level for margin of error calculations:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Margin of error comparison for first flow:\n",
      "90% confidence: 33.0\n",
      "95% confidence: 39.3\n",
      "99% confidence: 51.4\n"
     ]
    }
   ],
   "source": [
    "# Compare different confidence levels\n",
    "flows_90 = tc.get_flows(geography=\"county\", state=\"NY\", year=2018, moe_level=90, output=\"wide\")\n",
    "flows_95 = tc.get_flows(geography=\"county\", state=\"NY\", year=2018, moe_level=95, output=\"wide\")\n",
    "flows_99 = tc.get_flows(geography=\"county\", state=\"NY\", year=2018, moe_level=99, output=\"wide\")\n",
    "\n",
    "print(\"Margin of error comparison for first flow:\")\n",
    "print(f\"90% confidence: {flows_90['MOVEDIN_M'].iloc[0]:.1f}\")\n",
    "print(f\"95% confidence: {flows_95['MOVEDIN_M'].iloc[0]:.1f}\") \n",
    "print(f\"99% confidence: {flows_99['MOVEDIN_M'].iloc[0]:.1f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Geometry Integration for Mapping\n",
    "\n",
    "We automatically include shapely `Point` for the origin `centroid1` and destination `centroid2`.\n",
    "\n",
    "To help you install the required modules to help with plotting and webmaps please install:\n",
    "\n",
    "``` bash\n",
    "pip install pytidycensus[map]\n",
    "```\n",
    "\n",
    "Here we add geographic centroids for mapping migration flows for Rhode Island:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/mmann1123/Documents/github/pytidycensus/pytidycensus/flows.py:654: UserWarning: Could not find centroids for 9 GEOIDs: ['09011', '09013', '09001', '02261', '09009'].... These flows will not have geometry data.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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       "      <td>0</td>\n",
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       "      <td>14.0</td>\n",
       "      <td>23.0</td>\n",
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       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.0</td>\n",
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       "      <td>Washington County, Rhode Island</td>\n",
       "      <td>Toa Baja Municipio, Puerto Rico</td>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
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       "     GEOID1 GEOID2                       FULL1_NAME  \\\n",
       "1128  44009  55007  Washington County, Rhode Island   \n",
       "1129  44009  55025  Washington County, Rhode Island   \n",
       "1130  44009  55079  Washington County, Rhode Island   \n",
       "1131  44009  55101  Washington County, Rhode Island   \n",
       "1132  44009  72137  Washington County, Rhode Island   \n",
       "\n",
       "                           FULL2_NAME  MOVEDIN  MOVEDIN_M  MOVEDOUT  \\\n",
       "1128       Bayfield County, Wisconsin        0       30.0       6.0   \n",
       "1129           Dane County, Wisconsin        0       30.0       9.0   \n",
       "1130      Milwaukee County, Wisconsin        0       30.0      14.0   \n",
       "1131         Racine County, Wisconsin       36       56.0       0.0   \n",
       "1132  Toa Baja Municipio, Puerto Rico        2        3.0       0.0   \n",
       "\n",
       "      MOVEDOUT_M  MOVEDNET  MOVEDNET_M                   centroid1  \\\n",
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       "1129        13.0      -9.0        13.0  POINT (-71.62272 41.46965)   \n",
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       "1132        32.0       2.0         3.0  POINT (-71.62272 41.46965)   \n",
       "\n",
       "                                          centroid2  \n",
       "1128   POINT (-91.20137011438374 46.52300774226001)  \n",
       "1129    POINT (-89.41818343109118 43.0673096742963)  \n",
       "1130   POINT (-87.96684239379597 43.00702311746134)  \n",
       "1131   POINT (-88.0613195061766 42.747515942441765)  \n",
       "1132  POINT (-66.21454600086274 18.431092395056837)  "
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     "execution_count": 12,
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   ],
   "source": [
    "# Get flows with geometry\n",
    "flows_geo = tc.get_flows(\n",
    "    geography=\"county\",\n",
    "    state=\"RI\",\n",
    "    year=2018,\n",
    "    geometry=True,\n",
    "    output=\"wide\"\n",
    ")\n",
    "flows_geo.tail()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can use those points to construct `LineString` to show flows on a map. Here we look a movements to and from California:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/mmann1123/Documents/github/pytidycensus/pytidycensus/flows.py:654: UserWarning: Could not find centroids for 115 GEOIDs: ['0900352140', '0901372090', '0901301080', '0901171670', '0900566420'].... These flows will not have geometry data.\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "import pytidycensus as tc\n",
    "import geopandas as gpd\n",
    "import matplotlib.pyplot as plt\n",
    "from shapely.geometry import LineString\n",
    "import contextily as ctx \n",
    "\n",
    "# Get flows with geometry\n",
    "flows_geo = tc.get_flows(\n",
    "    geography=\"county\",\n",
    "    state=\"CA\",\n",
    "    year=2018,\n",
    "    geometry=True,\n",
    "    output=\"wide\"\n",
    ")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lines = flows_geo.copy()\n",
    "lines = lines.dropna(subset=['centroid1', 'centroid2'])\n",
    "\n",
    "lines['geometry'] = lines.apply(lambda r: LineString([r['centroid1'], r['centroid2']]) , axis=1)\n",
    "lines = gpd.GeoDataFrame(lines, geometry='geometry', crs=flows_geo.crs)\n",
    "\n",
    "# project to web mercator for basemap\n",
    "lines_web = lines.to_crs(epsg=3857)\n",
    "\n",
    "# dramatic width scaling: use log1p to increase contrast, then map to [min_w, max_w]\n",
    "min_w, max_w = 0.5, 10.0\n",
    "vals = np.log1p(lines_web['MOVEDIN'].astype(float).fillna(0))\n",
    "max_val = vals.max() if vals.max() > 0 else 1.0\n",
    "lines_web['lw'] = np.interp(vals, [0, max_val], [min_w, max_w])\n",
    "\n",
    "# draw small flows first, large flows last (so large flows sit on top)\n",
    "lines_web_sorted = lines_web.sort_values('MOVEDIN', ascending=True)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(12, 10))\n",
    "lines_web_sorted[lines_web_sorted['MOVEDNET'] > 200].plot(\n",
    "    ax=ax,\n",
    "    linewidth=lines_web_sorted['lw'],\n",
    "    column='MOVEDNET',            # color by net migration\n",
    "    cmap='RdYlBu',\n",
    "    alpha=0.85,\n",
    "    legend=True,\n",
    "    zorder=1\n",
    ")\n",
    "\n",
    "# plot origin/destination centroids on top\n",
    "orig_pts = gpd.GeoDataFrame(geometry=lines[['centroid1']].rename(columns={'centroid1':'geometry'})['geometry'], crs=lines.crs).set_geometry('geometry').to_crs(epsg=3857)\n",
    "dest_pts = gpd.GeoDataFrame(geometry=lines[['centroid2']].rename(columns={'centroid2':'geometry'})['geometry'], crs=lines.crs).set_geometry('geometry').to_crs(epsg=3857)\n",
    "\n",
    "# basemap with fallbacks\n",
    "try:\n",
    "    ctx.add_basemap(ax, source=ctx.providers.Stamen.TonerLite)\n",
    "except Exception:\n",
    "    try:\n",
    "        ctx.add_basemap(ax, source=ctx.providers.CartoDB.Positron)\n",
    "    except Exception:\n",
    "        ctx.add_basemap(ax, source=ctx.providers.OpenStreetMap.Mapnik)\n",
    "\n",
    "ax.set_axis_off()\n",
    "plt.title('County-to-county migration flows (linewidth ~ log(MOVEDIN), color ~ MOVEDNET)', fontsize=14)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "## Simple Flow Map Without Basemap\n",
    "\n",
    "For a cleaner look without external basemap dependencies:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/mmann1123/Documents/github/pytidycensus/pytidycensus/flows.py:654: UserWarning: Could not find centroids for 97 GEOIDs: ['0900579510', '0900156060', '0901385950', '0900949950', '0900174190'].... These flows will not have geometry data.\n",
      "  warnings.warn(\n",
      "/tmp/ipykernel_54434/2996565908.py:39: UserWarning: Geometry is in a geographic CRS. Results from 'buffer' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n",
      "\n",
      "  buf= tx_counties.geometry.buffer(0.5)\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "import pytidycensus as tc\n",
    "import geopandas as gpd\n",
    "import matplotlib.pyplot as plt\n",
    "from shapely.geometry import LineString\n",
    "import numpy as np\n",
    "\n",
    "# Get flows\n",
    "flows_geo = tc.get_flows(\n",
    "    geography=\"county\",\n",
    "    state=\"TX\",\n",
    "    year=2018,\n",
    "    geometry=True,\n",
    "    output=\"wide\"\n",
    ")\n",
    "\n",
    "# Get Texas county boundaries for context\n",
    "tx_counties = tc.get_geography(\"county\", state=\"TX\", year=2018)\n",
    "\n",
    "# Create flow lines\n",
    "lines = flows_geo.copy()\n",
    "lines = lines.dropna(subset=['centroid1', 'centroid2'])\n",
    "lines['geometry'] = lines.apply(lambda r: LineString([r['centroid1'], r['centroid2']]), axis=1)\n",
    "lines = gpd.GeoDataFrame(lines, geometry='geometry', crs=flows_geo.crs)\n",
    "\n",
    "# Filter significant flows\n",
    "significant_flows = lines[lines['MOVEDIN'] > 1000].copy()\n",
    "\n",
    "# Calculate line widths\n",
    "min_w, max_w = 0.5, 5.0\n",
    "vals = np.log1p(significant_flows['MOVEDIN'].astype(float))\n",
    "max_val = vals.max() if vals.max() > 0 else 1.0\n",
    "significant_flows['lw'] = np.interp(vals, [0, max_val], [min_w, max_w])\n",
    "\n",
    "# Plot\n",
    "fig, ax = plt.subplots(figsize=(14, 10))\n",
    "\n",
    "# County boundaries as background\n",
    "tx_counties.boundary.plot(ax=ax, linewidth=0.5, color='gray', alpha=0.3, zorder=1)\n",
    "buf= tx_counties.geometry.buffer(0.5)\n",
    "\n",
    "# Flow lines\n",
    "significant_flows.clip(mask=buf).plot(\n",
    "    ax=ax,\n",
    "    linewidth=significant_flows['lw'],\n",
    "    column='MOVEDNET',\n",
    "    cmap='coolwarm',\n",
    "    alpha=0.8,\n",
    "    legend=True,\n",
    "    zorder=2\n",
    ")\n",
    "\n",
    "ax.set_axis_off()\n",
    "plt.title('Texas County-to-County Migration Flows >1,000 people (2018)', fontsize=14)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_54434/1650107880.py:28: DeprecationWarning: The 'unary_union' attribute is deprecated, use the 'union_all()' method instead.\n",
      "  centroid = significant_flows.geometry.unary_union.centroid\n"
     ]
    },
    {
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       "                        .foliumtooltip th{\n",
       "                            padding: 2px; padding-right: 8px;\n",
       "                        }\n",
       "                    &lt;/style&gt;\n",
       "            \n",
       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js&quot;&gt;&lt;/script&gt;\n",
       "&lt;/head&gt;\n",
       "&lt;body&gt;\n",
       "    \n",
       "    \n",
       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_24dd41b9129da6436b937d9f539ba5b8&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_24dd41b9129da6436b937d9f539ba5b8 = L.map(\n",
       "                &quot;map_24dd41b9129da6436b937d9f539ba5b8&quot;,\n",
       "                {\n",
       "                    center: [31.449638266421108, -104.0508541326825],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    ...{\n",
       "  &quot;zoom&quot;: 6,\n",
       "  &quot;zoomControl&quot;: true,\n",
       "  &quot;preferCanvas&quot;: false,\n",
       "}\n",
       "\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_f61e12c46e1f53952f7c1c3f15ac7035 = L.tileLayer(\n",
       "                &quot;https://{s}.basemaps.cartocdn.com/light_all/{z}/{x}/{y}{r}.png&quot;,\n",
       "                {\n",
       "  &quot;minZoom&quot;: 0,\n",
       "  &quot;maxZoom&quot;: 20,\n",
       "  &quot;maxNativeZoom&quot;: 20,\n",
       "  &quot;noWrap&quot;: false,\n",
       "  &quot;attribution&quot;: &quot;\\u0026copy; \\u003ca href=\\&quot;https://www.openstreetmap.org/copyright\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e contributors \\u0026copy; \\u003ca href=\\&quot;https://carto.com/attributions\\&quot;\\u003eCARTO\\u003c/a\\u003e&quot;,\n",
       "  &quot;subdomains&quot;: &quot;abcd&quot;,\n",
       "  &quot;detectRetina&quot;: false,\n",
       "  &quot;tms&quot;: false,\n",
       "  &quot;opacity&quot;: 1,\n",
       "}\n",
       "\n",
       "            );\n",
       "        \n",
       "    \n",
       "            tile_layer_f61e12c46e1f53952f7c1c3f15ac7035.addTo(map_24dd41b9129da6436b937d9f539ba5b8);\n",
       "        \n",
       "    \n",
       "        function geo_json_8d530f63a2fb2502609288d0273bac47_styler(feature) {\n",
       "            switch(feature.id) {\n",
       "                case &quot;750&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9ecedff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6777821946108618};\n",
       "                case &quot;938&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f6e3e5ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.059121741156066};\n",
       "                case &quot;1250&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf8f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6486709471738052};\n",
       "                case &quot;1597&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fffefeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.040108167021504};\n",
       "                case &quot;1681&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9edefff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8732199813203807};\n",
       "                case &quot;1695&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbf3f4ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.879113540344026};\n",
       "                case &quot;1950&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbf2f4ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.721247712751293};\n",
       "                case &quot;1980&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8eaecff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8278890461296364};\n",
       "                case &quot;2636&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbf1f2ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7778582735506814};\n",
       "                case &quot;2641&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf7f7ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6521942669605063};\n",
       "                case &quot;2646&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f6f9fcff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7220007238015627};\n",
       "                case &quot;2654&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f6e2e5ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.914433336847923};\n",
       "                case &quot;2661&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#ebf2f8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.999715835051788};\n",
       "                case &quot;2667&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#e7eff6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8230967529989037};\n",
       "                case &quot;2678&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f5e1e3ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.033715420014552};\n",
       "                case &quot;2696&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fefeffff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.14008370159034};\n",
       "                case &quot;2701&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f5f8fbff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.243587436960857};\n",
       "                case &quot;2706&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f0d1d5ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.127938128018508};\n",
       "                case &quot;2759&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fefbfbff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.789678434956399};\n",
       "                case &quot;2789&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fafcfdff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.801514558231357};\n",
       "                case &quot;2794&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f2f6faff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.167267448979887};\n",
       "                case &quot;2807&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#efced2ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9978754407136785};\n",
       "                case &quot;2813&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf5f6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.669412085544509};\n",
       "                case &quot;3849&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faf0f1ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8115081513713944};\n",
       "                case &quot;3863&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbf3f4ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.499577065575075};\n",
       "                case &quot;4234&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf5f6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.848849639438855};\n",
       "                case &quot;4279&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f4dee0ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.242990688867016};\n",
       "                case &quot;4353&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9eceeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.736075660841887};\n",
       "                case &quot;4358&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8e8eaff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.822192539837337};\n",
       "                case &quot;6122&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f7e7e9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.804661248296978};\n",
       "                case &quot;6568&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8eaecff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.68314117853157};\n",
       "                case &quot;6588&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#e1a5acff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.93006184550719};\n",
       "                case &quot;6590&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#719dcaff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.546541249387049};\n",
       "                case &quot;6613&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf8f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.776191976050426};\n",
       "                case &quot;6675&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9edefff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.0728770118769795};\n",
       "                case &quot;7141&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8eaecff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.141429968441569};\n",
       "                case &quot;7172&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcfdfeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.787404040995567};\n",
       "                case &quot;7177&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faeff0ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7371684785998305};\n",
       "                case &quot;7653&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#feffffff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.030484975542326};\n",
       "                case &quot;8067&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f5dfe2ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.101323250797193};\n",
       "                case &quot;8202&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f5e1e3ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9022043963493425};\n",
       "                case &quot;8752&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f7e6e8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.051902740781939};\n",
       "                case &quot;8772&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#a8c3dfff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.826466003871291};\n",
       "                case &quot;8786&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#2166acff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.6741742750646775};\n",
       "                case &quot;8793&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#eaf1f8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.928972430343254};\n",
       "                case &quot;8817&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdfefeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.328515199256449};\n",
       "                case &quot;8838&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#b4cce3ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.007605789329445};\n",
       "                case &quot;8856&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf7f8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.717463811193213};\n",
       "                case &quot;8888&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#ecf2f8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9265813476232823};\n",
       "                case &quot;8902&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#a0bddcff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.874752403299518};\n",
       "                case &quot;8908&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#e5edf6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9363057662617917};\n",
       "                case &quot;10138&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8eaecff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.765038334900062};\n",
       "                case &quot;10153&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#ce6b77ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.807059260196026};\n",
       "                case &quot;10162&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#b2182bff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.96893030254279};\n",
       "                case &quot;10185&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fefcfcff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7581427496948714};\n",
       "                case &quot;10256&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#edc8ccff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.547397284899075};\n",
       "                case &quot;11012&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf8f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9062338453927086};\n",
       "                case &quot;11213&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8eaebff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.096566876722948};\n",
       "                case &quot;11266&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf5f6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.806538848047153};\n",
       "                case &quot;11638&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#eaf1f7ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.0251136261891585};\n",
       "                case &quot;11809&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#e2ebf5ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.724252293171728};\n",
       "                case &quot;11830&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf5f6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.760222442914834};\n",
       "                case &quot;12973&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#da8f98ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 5.0};\n",
       "                case &quot;13030&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#ffffffff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6715191220829557};\n",
       "                case &quot;13695&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbf3f4ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8139725566569376};\n",
       "                case &quot;13722&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f5e1e4ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7725044540105976};\n",
       "                case &quot;13733&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#eecbd0ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.652551399272746};\n",
       "                case &quot;14441&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f4dcdeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.881237827536687};\n",
       "                case &quot;15049&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fffefeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.15015799999695};\n",
       "                case &quot;15062&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fefcfcff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8343969375340445};\n",
       "                case &quot;15275&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf9f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6790245088174105};\n",
       "                case &quot;15614&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f5dfe2ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.158001937924339};\n",
       "                case &quot;15626&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf5f5ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.727237122715378};\n",
       "                case &quot;15698&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f1d5d8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9631840914751146};\n",
       "                case &quot;15784&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8eaecff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.898903933246505};\n",
       "                case &quot;15900&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf8f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.639741149851501};\n",
       "                case &quot;15915&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbf3f4ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.794514109618715};\n",
       "                case &quot;16173&quot;: case &quot;17070&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f7e5e7ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7117281699701064};\n",
       "                case &quot;16439&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf4f5ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.293249211030452};\n",
       "                case &quot;16443&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f4f7fbff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.466209031277547};\n",
       "                case &quot;16444&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#dfe9f3ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.050992242062481};\n",
       "                case &quot;16462&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9fbfdff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6748701746303603};\n",
       "                case &quot;16471&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fffdfdff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.33907533938142};\n",
       "                case &quot;16475&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcfdfeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.707475502739798};\n",
       "                case &quot;16482&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf6f7ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6980563461261635};\n",
       "                case &quot;16489&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#93b5d7ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.889195314573881};\n",
       "                case &quot;16493&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#cdddedff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.542051299381882};\n",
       "                case &quot;16511&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#ffffffff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9517618647589914};\n",
       "                case &quot;16525&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf5f6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.092426180882331};\n",
       "                case &quot;16544&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#eef3f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.809961078122644};\n",
       "                case &quot;16549&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbfcfeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6748701746303603};\n",
       "                case &quot;16563&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#8aaed3ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.715949271349432};\n",
       "                case &quot;16570&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f7fafcff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6912642137548337};\n",
       "                case &quot;16602&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#e8eff7ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.073050683923177};\n",
       "                case &quot;16607&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#d2e0eeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.254196928014794};\n",
       "                case &quot;16616&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f1f5faff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.796434051418973};\n",
       "                case &quot;16617&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f1f5faff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6924702318854696};\n",
       "                case &quot;17707&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faeeefff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8390720425072278};\n",
       "                case &quot;17748&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f6e2e4ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.900937824930479};\n",
       "                case &quot;17805&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#efcfd3ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.45787867210277};\n",
       "                case &quot;18414&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#d3e1efff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6992444817170753};\n",
       "                case &quot;18423&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f7e6e8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9129534912384876};\n",
       "                case &quot;18461&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#ffffffff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.956948664571695};\n",
       "                case &quot;19662&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f7e7e9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6916665758185996};\n",
       "                case &quot;19664&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f4dcdeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.965170286638814};\n",
       "                case &quot;20339&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf5f6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6786107816277407};\n",
       "                case &quot;20340&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f5f9fcff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.018896114453899};\n",
       "                case &quot;20376&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fefafbff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7781908005221507};\n",
       "                case &quot;20764&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f7fafcff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.210826634995145};\n",
       "                case &quot;21130&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#e5b1b8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.393564903027981};\n",
       "                case &quot;21258&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9edefff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.773513115423337};\n",
       "                case &quot;22292&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9edefff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9908547328550887};\n",
       "                case &quot;22902&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faeef0ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6468989817669857};\n",
       "                case &quot;22920&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faeeefff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7047483740660407};\n",
       "                case &quot;22928&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fefcfcff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.668143154418024};\n",
       "                case &quot;22958&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fefafbff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7511408290013377};\n",
       "                case &quot;23029&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9edeeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9631840914751146};\n",
       "                case &quot;24045&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faf0f1ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.820378693646689};\n",
       "                case &quot;24316&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9fbfdff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.832041209504354};\n",
       "                case &quot;25080&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#d7858fff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.881621818173286};\n",
       "                case &quot;26104&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbfcfeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7261201097061827};\n",
       "                case &quot;26145&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf7f8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.806538848047153};\n",
       "                case &quot;26148&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8e9ebff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.69086149482888};\n",
       "                case &quot;26198&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#eff4f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6442280001872467};\n",
       "                case &quot;26512&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbfcfeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.707475502739798};\n",
       "                case &quot;26925&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f7e7e9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.218957852783877};\n",
       "                case &quot;27474&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#dce7f2ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.252562757143063};\n",
       "                case &quot;27832&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f3daddff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.396044039605139};\n",
       "                case &quot;28273&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9ebedff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.085721510387842};\n",
       "                case &quot;28470&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf5f6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.789354218192001};\n",
       "                case &quot;28823&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faeeefff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.875908358381752};\n",
       "                case &quot;29869&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8e9ebff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8254992218800656};\n",
       "                case &quot;29880&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf8f8ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.724252293171728};\n",
       "                case &quot;30579&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fefafaff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8667021819553216};\n",
       "                case &quot;30599&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#eef3f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.92968730673219};\n",
       "                case &quot;30609&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#de9ca4ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.977112747539504};\n",
       "                case &quot;30613&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#cadaebff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.390899737308268};\n",
       "                case &quot;30618&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f6f9fcff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6613149722225913};\n",
       "                case &quot;30643&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f7e7e9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.215418348319034};\n",
       "                case &quot;30666&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf7f7ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.253147064982346};\n",
       "                case &quot;30683&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#eef3f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7674272610529482};\n",
       "                case &quot;30708&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#e8eff7ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.079601477592959};\n",
       "                case &quot;30733&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#eef4f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7738488385877975};\n",
       "                case &quot;30751&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#eff4f9ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.745460497730685};\n",
       "                case &quot;32075&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f8e9ebff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8960923728130363};\n",
       "                case &quot;32617&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#e4ecf5ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.797072232211656};\n",
       "                case &quot;32620&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fbf2f3ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.237826020291981};\n",
       "                case &quot;32641&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fdf9faff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7090265394631516};\n",
       "                case &quot;32648&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f6e4e6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.136322991346361};\n",
       "                case &quot;32659&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9ebedff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6835508001734665};\n",
       "                case &quot;32664&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#ffffffff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.682731187028096};\n",
       "                case &quot;32680&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f0d0d4ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.430588208617085};\n",
       "                case &quot;32683&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#d1e0eeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.292607270924594};\n",
       "                case &quot;32763&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f9edefff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.963405209355914};\n",
       "                case &quot;32785&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#578bc0ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.688769278161769};\n",
       "                case &quot;34122&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faf0f1ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.9553763360578356};\n",
       "                case &quot;34283&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faf0f1ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.8862435327876073};\n",
       "                case &quot;35761&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#f4f7fbff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.733148556044488};\n",
       "                case &quot;35762&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faeeefff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7847907068220508};\n",
       "                case &quot;35804&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#fcf5f6ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.7612587283990533};\n",
       "                case &quot;35871&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#c5505eff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 4.921513352255608};\n",
       "                case &quot;36326&quot;: \n",
       "                    return {&quot;color&quot;: &quot;#faeff0ff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.934424601233474};\n",
       "                default:\n",
       "                    return {&quot;color&quot;: &quot;#f9eceeff&quot;, &quot;opacity&quot;: 0.85, &quot;weight&quot;: 3.6924702318854696};\n",
       "            }\n",
       "        }\n",
       "\n",
       "        function geo_json_8d530f63a2fb2502609288d0273bac47_onEachFeature(feature, layer) {\n",
       "\n",
       "            layer.on({\n",
       "            });\n",
       "        };\n",
       "        var geo_json_8d530f63a2fb2502609288d0273bac47 = L.geoJson(null, {\n",
       "                onEachFeature: geo_json_8d530f63a2fb2502609288d0273bac47_onEachFeature,\n",
       "            \n",
       "                style: geo_json_8d530f63a2fb2502609288d0273bac47_styler,\n",
       "            ...{\n",
       "}\n",
       "        });\n",
       "\n",
       "        function geo_json_8d530f63a2fb2502609288d0273bac47_add (data) {\n",
       "            geo_json_8d530f63a2fb2502609288d0273bac47\n",
       "                .addData(data);\n",
       "        }\n",
       "            geo_json_8d530f63a2fb2502609288d0273bac47_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [[-99.24619412999621, 29.747392904666274], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;750&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bandera County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48019&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1094, &quot;MOVEDIN_M&quot;: 497.0, &quot;MOVEDNET&quot;: 760.0, &quot;MOVEDNET_M&quot;: 536.0, &quot;MOVEDOUT&quot;: 334.0, &quot;MOVEDOUT_M&quot;: 148.0, &quot;lw&quot;: 3.6777821946108618}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.3120544689212, 30.103534504628062], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;938&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bastrop County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48021&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 2535, &quot;MOVEDIN_M&quot;: 675.0, &quot;MOVEDNET&quot;: 1112.0, &quot;MOVEDNET_M&quot;: 741.0, &quot;MOVEDOUT&quot;: 1423.0, &quot;MOVEDOUT_M&quot;: 334.0, &quot;lw&quot;: 4.059121741156066}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.47878096509541, 31.037381726440625], [-158.08707317695695, 21.51559865127596]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;1250&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bell County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Honolulu County, Hawaii&quot;, &quot;GEOID1&quot;: &quot;48027&quot;, &quot;GEOID2&quot;: &quot;15003&quot;, &quot;MOVEDIN&quot;: 1026, &quot;MOVEDIN_M&quot;: 511.0, &quot;MOVEDNET&quot;: 274.0, &quot;MOVEDNET_M&quot;: 622.0, &quot;MOVEDOUT&quot;: 752.0, &quot;MOVEDOUT_M&quot;: 317.0, &quot;lw&quot;: 3.6486709471738052}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.47878096509541, 31.037381726440625], [-97.7993139157762, 31.390848435987262]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;1597&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bell County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Coryell County, Texas&quot;, &quot;GEOID1&quot;: &quot;48027&quot;, &quot;GEOID2&quot;: &quot;48099&quot;, &quot;MOVEDIN&quot;: 2431, &quot;MOVEDIN_M&quot;: 657.0, &quot;MOVEDNET&quot;: 51.0, &quot;MOVEDNET_M&quot;: 882.0, &quot;MOVEDOUT&quot;: 2380.0, &quot;MOVEDOUT_M&quot;: 541.0, &quot;lw&quot;: 4.040108167021504}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.47878096509541, 31.037381726440625], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;1681&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bell County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48027&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 1683, &quot;MOVEDIN_M&quot;: 559.0, &quot;MOVEDNET&quot;: 717.0, &quot;MOVEDNET_M&quot;: 579.0, &quot;MOVEDOUT&quot;: 966.0, &quot;MOVEDOUT_M&quot;: 343.0, &quot;lw&quot;: 3.8732199813203807}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.47878096509541, 31.037381726440625], [-97.60021412064584, 30.647628379015618]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;1695&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bell County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Williamson County, Texas&quot;, &quot;GEOID1&quot;: &quot;48027&quot;, &quot;GEOID2&quot;: &quot;48491&quot;, &quot;MOVEDIN&quot;: 1705, &quot;MOVEDIN_M&quot;: 550.0, &quot;MOVEDNET&quot;: 469.0, &quot;MOVEDNET_M&quot;: 759.0, &quot;MOVEDOUT&quot;: 1236.0, &quot;MOVEDOUT_M&quot;: 494.0, &quot;lw&quot;: 3.879113540344026}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-112.49295607639401, 33.348610892199865]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;1950&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Maricopa County, Arizona&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;04013&quot;, &quot;MOVEDIN&quot;: 1204, &quot;MOVEDIN_M&quot;: 449.0, &quot;MOVEDNET&quot;: 506.0, &quot;MOVEDNET_M&quot;: 496.0, &quot;MOVEDOUT&quot;: 698.0, &quot;MOVEDOUT_M&quot;: 225.0, &quot;lw&quot;: 3.721247712751293}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-118.22459821613333, 34.32094637065001]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;1980&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Los Angeles County, California&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;06037&quot;, &quot;MOVEDIN&quot;: 1523, &quot;MOVEDIN_M&quot;: 396.0, &quot;MOVEDNET&quot;: 835.0, &quot;MOVEDNET_M&quot;: 453.0, &quot;MOVEDOUT&quot;: 688.0, &quot;MOVEDOUT_M&quot;: 244.0, &quot;lw&quot;: 3.8278890461296364}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-98.52700578153053, 28.893469723937027]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2636&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Atascosa County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48013&quot;, &quot;MOVEDIN&quot;: 1364, &quot;MOVEDIN_M&quot;: 492.0, &quot;MOVEDNET&quot;: 577.0, &quot;MOVEDNET_M&quot;: 606.0, &quot;MOVEDOUT&quot;: 787.0, &quot;MOVEDOUT_M&quot;: 324.0, &quot;lw&quot;: 3.7778582735506814}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-97.47878096509541, 31.037381726440625]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2641&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bell County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48027&quot;, &quot;MOVEDIN&quot;: 1034, &quot;MOVEDIN_M&quot;: 275.0, &quot;MOVEDNET&quot;: 343.0, &quot;MOVEDNET_M&quot;: 399.0, &quot;MOVEDOUT&quot;: 691.0, &quot;MOVEDOUT_M&quot;: 265.0, &quot;lw&quot;: 3.6521942669605063}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-96.30233177933718, 30.660646805121697]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2646&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Brazos County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48041&quot;, &quot;MOVEDIN&quot;: 1206, &quot;MOVEDIN_M&quot;: 389.0, &quot;MOVEDNET&quot;: -389.0, &quot;MOVEDNET_M&quot;: 568.0, &quot;MOVEDOUT&quot;: 1595.0, &quot;MOVEDOUT_M&quot;: 403.0, &quot;lw&quot;: 3.7220007238015627}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-97.5184714871417, 26.13325769612208]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2654&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Cameron County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48061&quot;, &quot;MOVEDIN&quot;: 1843, &quot;MOVEDIN_M&quot;: 647.0, &quot;MOVEDNET&quot;: 1124.0, &quot;MOVEDNET_M&quot;: 814.0, &quot;MOVEDOUT&quot;: 719.0, &quot;MOVEDOUT_M&quot;: 423.0, &quot;lw&quot;: 3.914433336847923}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-98.27825052173894, 29.808199024902795]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2661&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Comal County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48091&quot;, &quot;MOVEDIN&quot;: 2224, &quot;MOVEDIN_M&quot;: 590.0, &quot;MOVEDNET&quot;: -815.0, &quot;MOVEDNET_M&quot;: 947.0, &quot;MOVEDOUT&quot;: 3039.0, &quot;MOVEDOUT_M&quot;: 794.0, &quot;lw&quot;: 3.999715835051788}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2667&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 1507, &quot;MOVEDIN_M&quot;: 593.0, &quot;MOVEDNET&quot;: -988.0, &quot;MOVEDNET_M&quot;: 808.0, &quot;MOVEDOUT&quot;: 2495.0, &quot;MOVEDOUT_M&quot;: 541.0, &quot;lw&quot;: 3.8230967529989037}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-106.23452108639381, 31.76845578743549]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2678&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;El Paso County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48141&quot;, &quot;MOVEDIN&quot;: 2397, &quot;MOVEDIN_M&quot;: 857.0, &quot;MOVEDNET&quot;: 1185.0, &quot;MOVEDNET_M&quot;: 953.0, &quot;MOVEDOUT&quot;: 1212.0, &quot;MOVEDOUT_M&quot;: 414.0, &quot;lw&quot;: 4.033715420014552}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-97.9486449805705, 29.58305426263976]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2696&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Guadalupe County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48187&quot;, &quot;MOVEDIN&quot;: 3030, &quot;MOVEDIN_M&quot;: 773.0, &quot;MOVEDNET&quot;: -68.0, &quot;MOVEDNET_M&quot;: 1023.0, &quot;MOVEDOUT&quot;: 3098.0, &quot;MOVEDOUT_M&quot;: 643.0, &quot;lw&quot;: 4.14008370159034}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2701&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 3806, &quot;MOVEDIN_M&quot;: 758.0, &quot;MOVEDNET&quot;: -440.0, &quot;MOVEDNET_M&quot;: 1153.0, &quot;MOVEDOUT&quot;: 4246.0, &quot;MOVEDOUT_M&quot;: 838.0, &quot;lw&quot;: 4.243587436960857}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-98.1811636403035, 26.3967668620729]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2706&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Hidalgo County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48215&quot;, &quot;MOVEDIN&quot;: 2950, &quot;MOVEDIN_M&quot;: 690.0, &quot;MOVEDNET&quot;: 1803.0, &quot;MOVEDNET_M&quot;: 698.0, &quot;MOVEDOUT&quot;: 1147.0, &quot;MOVEDOUT_M&quot;: 319.0, &quot;lw&quot;: 4.127938128018508}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-97.61328531833, 27.725588307619233]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2759&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Nueces County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48355&quot;, &quot;MOVEDIN&quot;: 1400, &quot;MOVEDIN_M&quot;: 326.0, &quot;MOVEDNET&quot;: 183.0, &quot;MOVEDNET_M&quot;: 495.0, &quot;MOVEDOUT&quot;: 1217.0, &quot;MOVEDOUT_M&quot;: 363.0, &quot;lw&quot;: 3.789678434956399}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2789&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 1437, &quot;MOVEDIN_M&quot;: 477.0, &quot;MOVEDNET&quot;: -222.0, &quot;MOVEDNET_M&quot;: 660.0, &quot;MOVEDOUT&quot;: 1659.0, &quot;MOVEDOUT_M&quot;: 446.0, &quot;lw&quot;: 3.801514558231357}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2794&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 3217, &quot;MOVEDIN_M&quot;: 649.0, &quot;MOVEDNET&quot;: -541.0, &quot;MOVEDNET_M&quot;: 815.0, &quot;MOVEDOUT&quot;: 3758.0, &quot;MOVEDOUT_M&quot;: 631.0, &quot;lw&quot;: 4.167267448979887}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-99.33074539063934, 27.761199845321997]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2807&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Webb County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48479&quot;, &quot;MOVEDIN&quot;: 2215, &quot;MOVEDIN_M&quot;: 820.0, &quot;MOVEDNET&quot;: 1914.0, &quot;MOVEDNET_M&quot;: 855.0, &quot;MOVEDOUT&quot;: 301.0, &quot;MOVEDOUT_M&quot;: 141.0, &quot;lw&quot;: 3.9978754407136785}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.51994564642463, 29.448856398193424], [-98.08668517986673, 29.173991791742147]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;2813&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Wilson County, Texas&quot;, &quot;GEOID1&quot;: &quot;48029&quot;, &quot;GEOID2&quot;: &quot;48493&quot;, &quot;MOVEDIN&quot;: 1074, &quot;MOVEDIN_M&quot;: 390.0, &quot;MOVEDNET&quot;: 413.0, &quot;MOVEDNET_M&quot;: 441.0, &quot;MOVEDOUT&quot;: 661.0, &quot;MOVEDOUT_M&quot;: 238.0, &quot;lw&quot;: 3.669412085544509}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.45224695245388, 29.18973256142335], [-95.77090603748279, 29.527498225368966]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;3849&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Brazoria County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Fort Bend County, Texas&quot;, &quot;GEOID1&quot;: &quot;48039&quot;, &quot;GEOID2&quot;: &quot;48157&quot;, &quot;MOVEDIN&quot;: 1469, &quot;MOVEDIN_M&quot;: 570.0, &quot;MOVEDNET&quot;: 596.0, &quot;MOVEDNET_M&quot;: 695.0, &quot;MOVEDOUT&quot;: 873.0, &quot;MOVEDOUT_M&quot;: 392.0, &quot;lw&quot;: 3.8115081513713944}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.45224695245388, 29.18973256142335], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;3863&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Brazoria County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48039&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 6689, &quot;MOVEDIN_M&quot;: 1465.0, &quot;MOVEDNET&quot;: 474.0, &quot;MOVEDNET_M&quot;: 1800.0, &quot;MOVEDOUT&quot;: 6215.0, &quot;MOVEDOUT_M&quot;: 1016.0, &quot;lw&quot;: 4.499577065575075}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.30233177933718, 30.660646805121697], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;4234&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Brazos County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48041&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1595, &quot;MOVEDIN_M&quot;: 403.0, &quot;MOVEDNET&quot;: 389.0, &quot;MOVEDNET_M&quot;: 568.0, &quot;MOVEDOUT&quot;: 1206.0, &quot;MOVEDOUT_M&quot;: 389.0, &quot;lw&quot;: 3.848849639438855}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.30233177933718, 30.660646805121697], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;4279&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Brazos County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48041&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 3801, &quot;MOVEDIN_M&quot;: 552.0, &quot;MOVEDNET&quot;: 1311.0, &quot;MOVEDNET_M&quot;: 779.0, &quot;MOVEDOUT&quot;: 2490.0, &quot;MOVEDOUT_M&quot;: 504.0, &quot;lw&quot;: 4.242990688867016}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.30233177933718, 30.660646805121697], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;4353&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Brazos County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48041&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 1244, &quot;MOVEDIN_M&quot;: 242.0, &quot;MOVEDNET&quot;: 755.0, &quot;MOVEDNET_M&quot;: 305.0, &quot;MOVEDOUT&quot;: 489.0, &quot;MOVEDOUT_M&quot;: 179.0, &quot;lw&quot;: 3.736075660841887}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.30233177933718, 30.660646805121697], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;4358&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Brazos County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48041&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 1504, &quot;MOVEDIN_M&quot;: 352.0, &quot;MOVEDNET&quot;: 897.0, &quot;MOVEDNET_M&quot;: 423.0, &quot;MOVEDOUT&quot;: 607.0, &quot;MOVEDOUT_M&quot;: 184.0, &quot;lw&quot;: 3.822192539837337}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.57240777716608, 33.18796751384472], [-118.22459821613333, 34.32094637065001]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;6122&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Los Angeles County, California&quot;, &quot;GEOID1&quot;: &quot;48085&quot;, &quot;GEOID2&quot;: &quot;06037&quot;, &quot;MOVEDIN&quot;: 1447, &quot;MOVEDIN_M&quot;: 586.0, &quot;MOVEDNET&quot;: 959.0, &quot;MOVEDNET_M&quot;: 614.0, &quot;MOVEDOUT&quot;: 488.0, &quot;MOVEDOUT_M&quot;: 203.0, &quot;lw&quot;: 3.804661248296978}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.57240777716608, 33.18796751384472], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;6568&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48085&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1107, &quot;MOVEDIN_M&quot;: 387.0, &quot;MOVEDNET&quot;: 833.0, &quot;MOVEDNET_M&quot;: 439.0, &quot;MOVEDOUT&quot;: 274.0, &quot;MOVEDOUT_M&quot;: 168.0, &quot;lw&quot;: 3.68314117853157}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.57240777716608, 33.18796751384472], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;6588&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48085&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 17264, &quot;MOVEDIN_M&quot;: 1567.0, &quot;MOVEDNET&quot;: 3522.0, &quot;MOVEDNET_M&quot;: 2029.0, &quot;MOVEDOUT&quot;: 13742.0, &quot;MOVEDOUT_M&quot;: 1140.0, &quot;lw&quot;: 4.93006184550719}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.57240777716608, 33.18796751384472], [-97.11682127445125, 33.20548616091934]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;6590&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;GEOID1&quot;: &quot;48085&quot;, &quot;GEOID2&quot;: &quot;48121&quot;, &quot;MOVEDIN&quot;: 7418, &quot;MOVEDIN_M&quot;: 888.0, &quot;MOVEDNET&quot;: -5749.0, &quot;MOVEDNET_M&quot;: 1605.0, &quot;MOVEDOUT&quot;: 13167.0, &quot;MOVEDOUT_M&quot;: 1407.0, &quot;lw&quot;: 4.546541249387049}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.57240777716608, 33.18796751384472], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;6613&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48085&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 1359, &quot;MOVEDIN_M&quot;: 329.0, &quot;MOVEDNET&quot;: 272.0, &quot;MOVEDNET_M&quot;: 518.0, &quot;MOVEDOUT&quot;: 1087.0, &quot;MOVEDOUT_M&quot;: 339.0, &quot;lw&quot;: 3.776191976050426}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.57240777716608, 33.18796751384472], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;6675&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48085&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 2613, &quot;MOVEDIN_M&quot;: 753.0, &quot;MOVEDNET&quot;: 707.0, &quot;MOVEDNET_M&quot;: 928.0, &quot;MOVEDOUT&quot;: 1906.0, &quot;MOVEDOUT_M&quot;: 434.0, &quot;lw&quot;: 4.0728770118769795}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.27825052173894, 29.808199024902795], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;7141&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Comal County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48091&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 3039, &quot;MOVEDIN_M&quot;: 794.0, &quot;MOVEDNET&quot;: 815.0, &quot;MOVEDNET_M&quot;: 947.0, &quot;MOVEDOUT&quot;: 2224.0, &quot;MOVEDOUT_M&quot;: 590.0, &quot;lw&quot;: 4.141429968441569}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.27825052173894, 29.808199024902795], [-97.9486449805705, 29.58305426263976]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;7172&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Comal County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Guadalupe County, Texas&quot;, &quot;GEOID1&quot;: &quot;48091&quot;, &quot;GEOID2&quot;: &quot;48187&quot;, &quot;MOVEDIN&quot;: 1393, &quot;MOVEDIN_M&quot;: 394.0, &quot;MOVEDNET&quot;: -152.0, &quot;MOVEDNET_M&quot;: 625.0, &quot;MOVEDOUT&quot;: 1545.0, &quot;MOVEDOUT_M&quot;: 490.0, &quot;lw&quot;: 3.787404040995567}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.27825052173894, 29.808199024902795], [-98.03104288704905, 30.057835388080388]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;7177&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Comal County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Hays County, Texas&quot;, &quot;GEOID1&quot;: &quot;48091&quot;, &quot;GEOID2&quot;: &quot;48209&quot;, &quot;MOVEDIN&quot;: 1247, &quot;MOVEDIN_M&quot;: 432.0, &quot;MOVEDNET&quot;: 657.0, &quot;MOVEDNET_M&quot;: 575.0, &quot;MOVEDOUT&quot;: 590.0, &quot;MOVEDOUT_M&quot;: 353.0, &quot;lw&quot;: 3.7371684785998305}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.7993139157762, 31.390848435987262], [-97.47878096509541, 31.037381726440625]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;7653&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Coryell County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bell County, Texas&quot;, &quot;GEOID1&quot;: &quot;48099&quot;, &quot;GEOID2&quot;: &quot;48027&quot;, &quot;MOVEDIN&quot;: 2380, &quot;MOVEDIN_M&quot;: 541.0, &quot;MOVEDNET&quot;: -51.0, &quot;MOVEDNET_M&quot;: 882.0, &quot;MOVEDOUT&quot;: 2431.0, &quot;MOVEDOUT_M&quot;: 657.0, &quot;lw&quot;: 4.030484975542326}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-118.22459821613333, 34.32094637065001]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8067&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Los Angeles County, California&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;06037&quot;, &quot;MOVEDIN&quot;: 2782, &quot;MOVEDIN_M&quot;: 682.0, &quot;MOVEDNET&quot;: 1245.0, &quot;MOVEDNET_M&quot;: 900.0, &quot;MOVEDOUT&quot;: 1537.0, &quot;MOVEDOUT_M&quot;: 523.0, &quot;lw&quot;: 4.101323250797193}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-87.8162231706157, 41.83962901737665]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8202&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Cook County, Illinois&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;17031&quot;, &quot;MOVEDIN&quot;: 1794, &quot;MOVEDIN_M&quot;: 540.0, &quot;MOVEDNET&quot;: 1187.0, &quot;MOVEDNET_M&quot;: 534.0, &quot;MOVEDOUT&quot;: 607.0, &quot;MOVEDOUT_M&quot;: 175.0, &quot;lw&quot;: 3.9022043963493425}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8752&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 2495, &quot;MOVEDIN_M&quot;: 541.0, &quot;MOVEDNET&quot;: 988.0, &quot;MOVEDNET_M&quot;: 808.0, &quot;MOVEDOUT&quot;: 1507.0, &quot;MOVEDOUT_M&quot;: 593.0, &quot;lw&quot;: 4.051902740781939}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-96.57240777716608, 33.18796751384472]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8772&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48085&quot;, &quot;MOVEDIN&quot;: 13742, &quot;MOVEDIN_M&quot;: 1140.0, &quot;MOVEDNET&quot;: -3522.0, &quot;MOVEDNET_M&quot;: 2029.0, &quot;MOVEDOUT&quot;: 17264.0, &quot;MOVEDOUT_M&quot;: 1567.0, &quot;lw&quot;: 4.826466003871291}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-97.11682127445125, 33.20548616091934]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8786&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48121&quot;, &quot;MOVEDIN&quot;: 9826, &quot;MOVEDIN_M&quot;: 1283.0, &quot;MOVEDNET&quot;: -8981.0, &quot;MOVEDNET_M&quot;: 2277.0, &quot;MOVEDOUT&quot;: 18807.0, &quot;MOVEDOUT_M&quot;: 2114.0, &quot;lw&quot;: 4.6741742750646775}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-96.79474239283394, 32.34842910739896]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8793&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Ellis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48139&quot;, &quot;MOVEDIN&quot;: 1903, &quot;MOVEDIN_M&quot;: 548.0, &quot;MOVEDNET&quot;: -850.0, &quot;MOVEDNET_M&quot;: 915.0, &quot;MOVEDOUT&quot;: 2753.0, &quot;MOVEDOUT_M&quot;: 718.0, &quot;lw&quot;: 3.928972430343254}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8817&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 4589, &quot;MOVEDIN_M&quot;: 856.0, &quot;MOVEDNET&quot;: -108.0, &quot;MOVEDNET_M&quot;: 1379.0, &quot;MOVEDOUT&quot;: 4697.0, &quot;MOVEDOUT_M&quot;: 1054.0, &quot;lw&quot;: 4.328515199256449}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-96.28777796945666, 32.59919508765975]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8838&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Kaufman County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48257&quot;, &quot;MOVEDIN&quot;: 2263, &quot;MOVEDIN_M&quot;: 684.0, &quot;MOVEDNET&quot;: -3033.0, &quot;MOVEDNET_M&quot;: 1439.0, &quot;MOVEDOUT&quot;: 5296.0, &quot;MOVEDOUT_M&quot;: 1159.0, &quot;lw&quot;: 4.007605789329445}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-97.20192227417294, 31.55237366845415]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8856&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;McLennan County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48309&quot;, &quot;MOVEDIN&quot;: 1194, &quot;MOVEDIN_M&quot;: 422.0, &quot;MOVEDNET&quot;: 321.0, &quot;MOVEDNET_M&quot;: 538.0, &quot;MOVEDOUT&quot;: 873.0, &quot;MOVEDOUT_M&quot;: 365.0, &quot;lw&quot;: 3.717463811193213}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-96.4078916804347, 32.89784051618544]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8888&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Rockwall County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48397&quot;, &quot;MOVEDIN&quot;: 1893, &quot;MOVEDIN_M&quot;: 569.0, &quot;MOVEDNET&quot;: -795.0, &quot;MOVEDNET_M&quot;: 752.0, &quot;MOVEDOUT&quot;: 2688.0, &quot;MOVEDOUT_M&quot;: 596.0, &quot;lw&quot;: 3.9265813476232823}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8902&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 15284, &quot;MOVEDIN_M&quot;: 1393.0, &quot;MOVEDNET&quot;: -3865.0, &quot;MOVEDNET_M&quot;: 2345.0, &quot;MOVEDOUT&quot;: 19149.0, &quot;MOVEDOUT_M&quot;: 1603.0, &quot;lw&quot;: 4.874752403299518}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.7778029593161, 32.766514541543295], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;8908&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48113&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 1934, &quot;MOVEDIN_M&quot;: 409.0, &quot;MOVEDNET&quot;: -1071.0, &quot;MOVEDNET_M&quot;: 777.0, &quot;MOVEDOUT&quot;: 3005.0, &quot;MOVEDOUT_M&quot;: 657.0, &quot;lw&quot;: 3.9363057662617917}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.11682127445125, 33.20548616091934], [-118.22459821613333, 34.32094637065001]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;9667&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Los Angeles County, California&quot;, &quot;GEOID1&quot;: &quot;48121&quot;, &quot;GEOID2&quot;: &quot;06037&quot;, &quot;MOVEDIN&quot;: 1130, &quot;MOVEDIN_M&quot;: 371.0, &quot;MOVEDNET&quot;: 744.0, &quot;MOVEDNET_M&quot;: 449.0, &quot;MOVEDOUT&quot;: 386.0, &quot;MOVEDOUT_M&quot;: 201.0, &quot;lw&quot;: 3.6924702318854696}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.11682127445125, 33.20548616091934], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;10138&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48121&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1326, &quot;MOVEDIN_M&quot;: 418.0, &quot;MOVEDNET&quot;: 835.0, &quot;MOVEDNET_M&quot;: 446.0, &quot;MOVEDOUT&quot;: 491.0, &quot;MOVEDOUT_M&quot;: 227.0, &quot;lw&quot;: 3.765038334900062}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.11682127445125, 33.20548616091934], [-96.57240777716608, 33.18796751384472]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;10153&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;GEOID1&quot;: &quot;48121&quot;, &quot;GEOID2&quot;: &quot;48085&quot;, &quot;MOVEDIN&quot;: 13167, &quot;MOVEDIN_M&quot;: 1407.0, &quot;MOVEDNET&quot;: 5749.0, &quot;MOVEDNET_M&quot;: 1605.0, &quot;MOVEDOUT&quot;: 7418.0, &quot;MOVEDOUT_M&quot;: 888.0, &quot;lw&quot;: 4.807059260196026}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.11682127445125, 33.20548616091934], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;10162&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48121&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 18807, &quot;MOVEDIN_M&quot;: 2114.0, &quot;MOVEDNET&quot;: 8981.0, &quot;MOVEDNET_M&quot;: 2277.0, &quot;MOVEDOUT&quot;: 9826.0, &quot;MOVEDOUT_M&quot;: 1283.0, &quot;lw&quot;: 4.96893030254279}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.11682127445125, 33.20548616091934], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;10185&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48121&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 1306, &quot;MOVEDIN_M&quot;: 495.0, &quot;MOVEDNET&quot;: 138.0, &quot;MOVEDNET_M&quot;: 640.0, &quot;MOVEDOUT&quot;: 1168.0, &quot;MOVEDOUT_M&quot;: 406.0, &quot;lw&quot;: 3.7581427496948714}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.11682127445125, 33.20548616091934], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;10256&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48121&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 7432, &quot;MOVEDIN_M&quot;: 833.0, &quot;MOVEDNET&quot;: 2167.0, &quot;MOVEDNET_M&quot;: 1164.0, &quot;MOVEDOUT&quot;: 5265.0, &quot;MOVEDOUT_M&quot;: 754.0, &quot;lw&quot;: 4.547397284899075}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-102.54287169250323, 31.869225152499585], [-102.03159570022994, 31.869093393165688]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;11012&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Ector County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Midland County, Texas&quot;, &quot;GEOID1&quot;: &quot;48135&quot;, &quot;GEOID2&quot;: &quot;48329&quot;, &quot;MOVEDIN&quot;: 1810, &quot;MOVEDIN_M&quot;: 616.0, &quot;MOVEDNET&quot;: 273.0, &quot;MOVEDNET_M&quot;: 761.0, &quot;MOVEDOUT&quot;: 1537.0, &quot;MOVEDOUT_M&quot;: 494.0, &quot;lw&quot;: 3.9062338453927086}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.79474239283394, 32.34842910739896], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;11213&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Ellis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48139&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 2753, &quot;MOVEDIN_M&quot;: 718.0, &quot;MOVEDNET&quot;: 850.0, &quot;MOVEDNET_M&quot;: 915.0, &quot;MOVEDOUT&quot;: 1903.0, &quot;MOVEDOUT_M&quot;: 548.0, &quot;lw&quot;: 4.096566876722948}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.79474239283394, 32.34842910739896], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;11266&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Ellis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48139&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 1453, &quot;MOVEDIN_M&quot;: 363.0, &quot;MOVEDNET&quot;: 398.0, &quot;MOVEDNET_M&quot;: 418.0, &quot;MOVEDOUT&quot;: 1055.0, &quot;MOVEDOUT_M&quot;: 306.0, &quot;lw&quot;: 3.806538848047153}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-106.23452108639381, 31.76845578743549], [-106.83315716663681, 32.35205769047072]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;11638&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;El Paso County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Do\\u00f1a Ana County, New Mexico&quot;, &quot;GEOID1&quot;: &quot;48141&quot;, &quot;GEOID2&quot;: &quot;35013&quot;, &quot;MOVEDIN&quot;: 2352, &quot;MOVEDIN_M&quot;: 750.0, &quot;MOVEDNET&quot;: -866.0, &quot;MOVEDNET_M&quot;: 1089.0, &quot;MOVEDOUT&quot;: 3218.0, &quot;MOVEDOUT_M&quot;: 903.0, &quot;lw&quot;: 4.0251136261891585}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-106.23452108639381, 31.76845578743549], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;11809&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;El Paso County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48141&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1212, &quot;MOVEDIN_M&quot;: 414.0, &quot;MOVEDNET&quot;: -1185.0, &quot;MOVEDNET_M&quot;: 953.0, &quot;MOVEDOUT&quot;: 2397.0, &quot;MOVEDOUT_M&quot;: 857.0, &quot;lw&quot;: 3.724252293171728}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-106.23452108639381, 31.76845578743549], [-102.54287169250323, 31.869225152499585]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;11830&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;El Paso County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Ector County, Texas&quot;, &quot;GEOID1&quot;: &quot;48141&quot;, &quot;GEOID2&quot;: &quot;48135&quot;, &quot;MOVEDIN&quot;: 1312, &quot;MOVEDIN_M&quot;: 581.0, &quot;MOVEDNET&quot;: 409.0, &quot;MOVEDNET_M&quot;: 770.0, &quot;MOVEDOUT&quot;: 903.0, &quot;MOVEDOUT_M&quot;: 431.0, &quot;lw&quot;: 3.760222442914834}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.77090603748279, 29.527498225368966], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;12973&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Fort Bend County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48157&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 20139, &quot;MOVEDIN_M&quot;: 1842.0, &quot;MOVEDNET&quot;: 4361.0, &quot;MOVEDNET_M&quot;: 2741.0, &quot;MOVEDOUT&quot;: 15778.0, &quot;MOVEDOUT_M&quot;: 1775.0, &quot;lw&quot;: 5.0}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.77090603748279, 29.527498225368966], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;13030&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Fort Bend County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48157&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 1079, &quot;MOVEDIN_M&quot;: 489.0, &quot;MOVEDNET&quot;: -27.0, &quot;MOVEDNET_M&quot;: 649.0, &quot;MOVEDOUT&quot;: 1106.0, &quot;MOVEDOUT_M&quot;: 426.0, &quot;lw&quot;: 3.6715191220829557}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-94.96433458853407, 29.394472114951178], [-95.45224695245388, 29.18973256142335]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;13695&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Galveston County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Brazoria County, Texas&quot;, &quot;GEOID1&quot;: &quot;48167&quot;, &quot;GEOID2&quot;: &quot;48039&quot;, &quot;MOVEDIN&quot;: 1477, &quot;MOVEDIN_M&quot;: 485.0, &quot;MOVEDNET&quot;: 487.0, &quot;MOVEDNET_M&quot;: 592.0, &quot;MOVEDOUT&quot;: 990.0, &quot;MOVEDOUT_M&quot;: 332.0, &quot;lw&quot;: 3.8139725566569376}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-94.96433458853407, 29.394472114951178], [-95.77090603748279, 29.527498225368966]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;13722&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Galveston County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Fort Bend County, Texas&quot;, &quot;GEOID1&quot;: &quot;48167&quot;, &quot;GEOID2&quot;: &quot;48157&quot;, &quot;MOVEDIN&quot;: 1348, &quot;MOVEDIN_M&quot;: 515.0, &quot;MOVEDNET&quot;: 1166.0, &quot;MOVEDNET_M&quot;: 523.0, &quot;MOVEDOUT&quot;: 182.0, &quot;MOVEDOUT_M&quot;: 143.0, &quot;lw&quot;: 3.7725044540105976}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-94.96433458853407, 29.394472114951178], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;13733&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Galveston County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48167&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 9369, &quot;MOVEDIN_M&quot;: 1390.0, &quot;MOVEDNET&quot;: 2024.0, &quot;MOVEDNET_M&quot;: 1952.0, &quot;MOVEDOUT&quot;: 7345.0, &quot;MOVEDOUT_M&quot;: 1190.0, &quot;lw&quot;: 4.652551399272746}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.67764347867929, 33.62670749548991], [-96.57240777716608, 33.18796751384472]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;14441&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Grayson County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;GEOID1&quot;: &quot;48181&quot;, &quot;GEOID2&quot;: &quot;48085&quot;, &quot;MOVEDIN&quot;: 1713, &quot;MOVEDIN_M&quot;: 424.0, &quot;MOVEDNET&quot;: 1393.0, &quot;MOVEDNET_M&quot;: 463.0, &quot;MOVEDOUT&quot;: 320.0, &quot;MOVEDOUT_M&quot;: 187.0, &quot;lw&quot;: 3.881237827536687}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.9486449805705, 29.58305426263976], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;15049&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Guadalupe County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48187&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 3098, &quot;MOVEDIN_M&quot;: 643.0, &quot;MOVEDNET&quot;: 68.0, &quot;MOVEDNET_M&quot;: 1023.0, &quot;MOVEDOUT&quot;: 3030.0, &quot;MOVEDOUT_M&quot;: 773.0, &quot;lw&quot;: 4.15015799999695}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.9486449805705, 29.58305426263976], [-98.27825052173894, 29.808199024902795]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;15062&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Guadalupe County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Comal County, Texas&quot;, &quot;GEOID1&quot;: &quot;48187&quot;, &quot;GEOID2&quot;: &quot;48091&quot;, &quot;MOVEDIN&quot;: 1545, &quot;MOVEDIN_M&quot;: 490.0, &quot;MOVEDNET&quot;: 152.0, &quot;MOVEDNET_M&quot;: 625.0, &quot;MOVEDOUT&quot;: 1393.0, &quot;MOVEDOUT_M&quot;: 394.0, &quot;lw&quot;: 3.8343969375340445}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-101.82688046014933, 34.07040262782443], [-101.82051478155589, 33.610152062246854]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;15275&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Hale County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Lubbock County, Texas&quot;, &quot;GEOID1&quot;: &quot;48189&quot;, &quot;GEOID2&quot;: &quot;48303&quot;, &quot;MOVEDIN&quot;: 1097, &quot;MOVEDIN_M&quot;: 484.0, &quot;MOVEDNET&quot;: 264.0, &quot;MOVEDNET_M&quot;: 527.0, &quot;MOVEDOUT&quot;: 833.0, &quot;MOVEDOUT_M&quot;: 273.0, &quot;lw&quot;: 3.6790245088174105}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-118.22459821613333, 34.32094637065001]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;15614&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Los Angeles County, California&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;06037&quot;, &quot;MOVEDIN&quot;: 3152, &quot;MOVEDIN_M&quot;: 771.0, &quot;MOVEDNET&quot;: 1254.0, &quot;MOVEDNET_M&quot;: 839.0, &quot;MOVEDOUT&quot;: 1898.0, &quot;MOVEDOUT_M&quot;: 381.0, &quot;lw&quot;: 4.158001937924339}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-116.73453174555891, 33.034285122324725]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;15626&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;San Diego County, California&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;06073&quot;, &quot;MOVEDIN&quot;: 1220, &quot;MOVEDIN_M&quot;: 431.0, &quot;MOVEDNET&quot;: 423.0, &quot;MOVEDNET_M&quot;: 610.0, &quot;MOVEDOUT&quot;: 797.0, &quot;MOVEDOUT_M&quot;: 444.0, &quot;lw&quot;: 3.727237122715378}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-80.56274050777105, 25.614861685165753]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;15698&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Miami-Dade County, Florida&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;12086&quot;, &quot;MOVEDIN&quot;: 2052, &quot;MOVEDIN_M&quot;: 545.0, &quot;MOVEDNET&quot;: 1652.0, &quot;MOVEDNET_M&quot;: 564.0, &quot;MOVEDOUT&quot;: 400.0, &quot;MOVEDOUT_M&quot;: 201.0, &quot;lw&quot;: 3.9631840914751146}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-87.8162231706157, 41.83962901737665]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;15784&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Cook County, Illinois&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;17031&quot;, &quot;MOVEDIN&quot;: 1781, &quot;MOVEDIN_M&quot;: 528.0, &quot;MOVEDNET&quot;: 824.0, &quot;MOVEDNET_M&quot;: 639.0, &quot;MOVEDOUT&quot;: 957.0, &quot;MOVEDOUT_M&quot;: 296.0, &quot;lw&quot;: 3.898903933246505}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-91.0956400430897, 30.538208629561044]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;15900&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;East Baton Rouge Parish, Louisiana&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;22033&quot;, &quot;MOVEDIN&quot;: 1006, &quot;MOVEDIN_M&quot;: 523.0, &quot;MOVEDNET&quot;: 276.0, &quot;MOVEDNET_M&quot;: 542.0, &quot;MOVEDOUT&quot;: 730.0, &quot;MOVEDOUT_M&quot;: 209.0, &quot;lw&quot;: 3.639741149851501}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-89.9289568363532, 30.068729658075217]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;15915&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Orleans Parish, Louisiana&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;22071&quot;, &quot;MOVEDIN&quot;: 1415, &quot;MOVEDIN_M&quot;: 674.0, &quot;MOVEDNET&quot;: 489.0, &quot;MOVEDNET_M&quot;: 740.0, &quot;MOVEDOUT&quot;: 926.0, &quot;MOVEDOUT_M&quot;: 288.0, &quot;lw&quot;: 3.794514109618715}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-73.93834597439817, 40.64127384473578]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16173&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Kings County, New York&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;36047&quot;, &quot;MOVEDIN&quot;: 1179, &quot;MOVEDIN_M&quot;: 485.0, &quot;MOVEDNET&quot;: 1040.0, &quot;MOVEDNET_M&quot;: 504.0, &quot;MOVEDOUT&quot;: 139.0, &quot;MOVEDOUT_M&quot;: 108.0, &quot;lw&quot;: 3.7117281699701064}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16439&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 4246, &quot;MOVEDIN_M&quot;: 838.0, &quot;MOVEDNET&quot;: 440.0, &quot;MOVEDNET_M&quot;: 1153.0, &quot;MOVEDOUT&quot;: 3806.0, &quot;MOVEDOUT_M&quot;: 758.0, &quot;lw&quot;: 4.293249211030452}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-95.45224695245388, 29.18973256142335]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16443&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Brazoria County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48039&quot;, &quot;MOVEDIN&quot;: 6215, &quot;MOVEDIN_M&quot;: 1016.0, &quot;MOVEDNET&quot;: -474.0, &quot;MOVEDNET_M&quot;: 1800.0, &quot;MOVEDOUT&quot;: 6689.0, &quot;MOVEDOUT_M&quot;: 1465.0, &quot;lw&quot;: 4.466209031277547}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-96.30233177933718, 30.660646805121697]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16444&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Brazos County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48041&quot;, &quot;MOVEDIN&quot;: 2490, &quot;MOVEDIN_M&quot;: 504.0, &quot;MOVEDNET&quot;: -1311.0, &quot;MOVEDNET_M&quot;: 779.0, &quot;MOVEDOUT&quot;: 3801.0, &quot;MOVEDOUT_M&quot;: 552.0, &quot;lw&quot;: 4.050992242062481}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-96.57240777716608, 33.18796751384472]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16462&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48085&quot;, &quot;MOVEDIN&quot;: 1087, &quot;MOVEDIN_M&quot;: 339.0, &quot;MOVEDNET&quot;: -272.0, &quot;MOVEDNET_M&quot;: 518.0, &quot;MOVEDOUT&quot;: 1359.0, &quot;MOVEDOUT_M&quot;: 329.0, &quot;lw&quot;: 3.6748701746303603}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16471&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 4697, &quot;MOVEDIN_M&quot;: 1054.0, &quot;MOVEDNET&quot;: 108.0, &quot;MOVEDNET_M&quot;: 1379.0, &quot;MOVEDOUT&quot;: 4589.0, &quot;MOVEDOUT_M&quot;: 856.0, &quot;lw&quot;: 4.33907533938142}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-97.11682127445125, 33.20548616091934]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16475&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48121&quot;, &quot;MOVEDIN&quot;: 1168, &quot;MOVEDIN_M&quot;: 406.0, &quot;MOVEDNET&quot;: -138.0, &quot;MOVEDNET_M&quot;: 640.0, &quot;MOVEDOUT&quot;: 1306.0, &quot;MOVEDOUT_M&quot;: 495.0, &quot;lw&quot;: 3.707475502739798}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-106.23452108639381, 31.76845578743549]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16482&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;El Paso County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48141&quot;, &quot;MOVEDIN&quot;: 1144, &quot;MOVEDIN_M&quot;: 470.0, &quot;MOVEDNET&quot;: 357.0, &quot;MOVEDNET_M&quot;: 609.0, &quot;MOVEDOUT&quot;: 787.0, &quot;MOVEDOUT_M&quot;: 334.0, &quot;lw&quot;: 3.6980563461261635}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-95.77090603748279, 29.527498225368966]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16489&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Fort Bend County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48157&quot;, &quot;MOVEDIN&quot;: 15778, &quot;MOVEDIN_M&quot;: 1775.0, &quot;MOVEDNET&quot;: -4361.0, &quot;MOVEDNET_M&quot;: 2741.0, &quot;MOVEDOUT&quot;: 20139.0, &quot;MOVEDOUT_M&quot;: 1842.0, &quot;lw&quot;: 4.889195314573881}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-94.96433458853407, 29.394472114951178]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16493&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Galveston County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48167&quot;, &quot;MOVEDIN&quot;: 7345, &quot;MOVEDIN_M&quot;: 1190.0, &quot;MOVEDNET&quot;: -2024.0, &quot;MOVEDNET_M&quot;: 1952.0, &quot;MOVEDOUT&quot;: 9369.0, &quot;MOVEDOUT_M&quot;: 1390.0, &quot;lw&quot;: 4.542051299381882}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-98.1811636403035, 26.3967668620729]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16511&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Hidalgo County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48215&quot;, &quot;MOVEDIN&quot;: 2001, &quot;MOVEDIN_M&quot;: 710.0, &quot;MOVEDNET&quot;: -23.0, &quot;MOVEDNET_M&quot;: 947.0, &quot;MOVEDOUT&quot;: 2024.0, &quot;MOVEDOUT_M&quot;: 719.0, &quot;lw&quot;: 3.9517618647589914}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-94.16287828774776, 29.883989870789367]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16525&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Jefferson County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48245&quot;, &quot;MOVEDIN&quot;: 2728, &quot;MOVEDIN_M&quot;: 1038.0, &quot;MOVEDNET&quot;: 408.0, &quot;MOVEDNET_M&quot;: 1253.0, &quot;MOVEDOUT&quot;: 2320.0, &quot;MOVEDOUT_M&quot;: 576.0, &quot;lw&quot;: 4.092426180882331}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-94.81200843498169, 30.15151712772845]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16544&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Liberty County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48291&quot;, &quot;MOVEDIN&quot;: 1464, &quot;MOVEDIN_M&quot;: 509.0, &quot;MOVEDNET&quot;: -717.0, &quot;MOVEDNET_M&quot;: 788.0, &quot;MOVEDOUT&quot;: 2181.0, &quot;MOVEDOUT_M&quot;: 543.0, &quot;lw&quot;: 3.809961078122644}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-101.82051478155589, 33.610152062246854]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16549&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Lubbock County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48303&quot;, &quot;MOVEDIN&quot;: 1087, &quot;MOVEDIN_M&quot;: 440.0, &quot;MOVEDNET&quot;: -199.0, &quot;MOVEDNET_M&quot;: 526.0, &quot;MOVEDOUT&quot;: 1286.0, &quot;MOVEDOUT_M&quot;: 317.0, &quot;lw&quot;: 3.6748701746303603}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-95.50281751292106, 30.300228012474648]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16563&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Montgomery County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48339&quot;, &quot;MOVEDIN&quot;: 10773, &quot;MOVEDIN_M&quot;: 1237.0, &quot;MOVEDNET&quot;: -4744.0, &quot;MOVEDNET_M&quot;: 2605.0, &quot;MOVEDOUT&quot;: 15517.0, &quot;MOVEDOUT_M&quot;: 2037.0, &quot;lw&quot;: 4.715949271349432}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-97.61328531833, 27.725588307619233]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16570&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Nueces County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48355&quot;, &quot;MOVEDIN&quot;: 1127, &quot;MOVEDIN_M&quot;: 380.0, &quot;MOVEDNET&quot;: -326.0, &quot;MOVEDNET_M&quot;: 549.0, &quot;MOVEDOUT&quot;: 1453.0, &quot;MOVEDOUT_M&quot;: 381.0, &quot;lw&quot;: 3.6912642137548337}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16602&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 2614, &quot;MOVEDIN_M&quot;: 623.0, &quot;MOVEDNET&quot;: -963.0, &quot;MOVEDNET_M&quot;: 1232.0, &quot;MOVEDOUT&quot;: 3577.0, &quot;MOVEDOUT_M&quot;: 1006.0, &quot;lw&quot;: 4.073050683923177}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16607&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 3896, &quot;MOVEDIN_M&quot;: 619.0, &quot;MOVEDNET&quot;: -1850.0, &quot;MOVEDNET_M&quot;: 1024.0, &quot;MOVEDOUT&quot;: 5746.0, &quot;MOVEDOUT_M&quot;: 742.0, &quot;lw&quot;: 4.254196928014794}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-95.57229003448661, 30.738990483167946]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16616&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Walker County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48471&quot;, &quot;MOVEDIN&quot;: 1421, &quot;MOVEDIN_M&quot;: 357.0, &quot;MOVEDNET&quot;: -596.0, &quot;MOVEDNET_M&quot;: 546.0, &quot;MOVEDOUT&quot;: 2017.0, &quot;MOVEDOUT_M&quot;: 442.0, &quot;lw&quot;: 3.796434051418973}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-95.98763728663147, 30.010634472974147]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;16617&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Waller County, Texas&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;48473&quot;, &quot;MOVEDIN&quot;: 1130, &quot;MOVEDIN_M&quot;: 389.0, &quot;MOVEDNET&quot;: -602.0, &quot;MOVEDNET_M&quot;: 555.0, &quot;MOVEDOUT&quot;: 1732.0, &quot;MOVEDOUT_M&quot;: 385.0, &quot;lw&quot;: 3.6924702318854696}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.39351380738508, 29.857934042390216], [-73.93834597439817, 40.64127384473578]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;17070&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Brooklyn borough, Kings County, New York&quot;, &quot;GEOID1&quot;: &quot;48201&quot;, &quot;GEOID2&quot;: &quot;3604710022&quot;, &quot;MOVEDIN&quot;: 1179, &quot;MOVEDIN_M&quot;: 485.0, &quot;MOVEDNET&quot;: 1040.0, &quot;MOVEDNET_M&quot;: 504.0, &quot;MOVEDOUT&quot;: 139.0, &quot;MOVEDOUT_M&quot;: 108.0, &quot;lw&quot;: 3.7117281699701064}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.03104288704905, 30.057835388080388], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;17707&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Hays County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48209&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1561, &quot;MOVEDIN_M&quot;: 448.0, &quot;MOVEDNET&quot;: 684.0, &quot;MOVEDNET_M&quot;: 504.0, &quot;MOVEDOUT&quot;: 877.0, &quot;MOVEDOUT_M&quot;: 276.0, &quot;lw&quot;: 3.8390720425072278}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.03104288704905, 30.057835388080388], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;17748&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Hays County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48209&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 1789, &quot;MOVEDIN_M&quot;: 382.0, &quot;MOVEDNET&quot;: 1142.0, &quot;MOVEDNET_M&quot;: 401.0, &quot;MOVEDOUT&quot;: 647.0, &quot;MOVEDOUT_M&quot;: 252.0, &quot;lw&quot;: 3.900937824930479}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.03104288704905, 30.057835388080388], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;17805&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Hays County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48209&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 6102, &quot;MOVEDIN_M&quot;: 1050.0, &quot;MOVEDNET&quot;: 1862.0, &quot;MOVEDNET_M&quot;: 1411.0, &quot;MOVEDOUT&quot;: 4240.0, &quot;MOVEDOUT_M&quot;: 839.0, &quot;lw&quot;: 4.45787867210277}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.1811636403035, 26.3967668620729], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;18414&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Hidalgo County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48215&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1147, &quot;MOVEDIN_M&quot;: 319.0, &quot;MOVEDNET&quot;: -1803.0, &quot;MOVEDNET_M&quot;: 698.0, &quot;MOVEDOUT&quot;: 2950.0, &quot;MOVEDOUT_M&quot;: 690.0, &quot;lw&quot;: 3.6992444817170753}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.1811636403035, 26.3967668620729], [-97.5184714871417, 26.13325769612208]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;18423&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Hidalgo County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Cameron County, Texas&quot;, &quot;GEOID1&quot;: &quot;48215&quot;, &quot;GEOID2&quot;: &quot;48061&quot;, &quot;MOVEDIN&quot;: 1837, &quot;MOVEDIN_M&quot;: 593.0, &quot;MOVEDNET&quot;: 983.0, &quot;MOVEDNET_M&quot;: 650.0, &quot;MOVEDOUT&quot;: 854.0, &quot;MOVEDOUT_M&quot;: 366.0, &quot;lw&quot;: 3.9129534912384876}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.1811636403035, 26.3967668620729], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;18461&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Hidalgo County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48215&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 2024, &quot;MOVEDIN_M&quot;: 719.0, &quot;MOVEDNET&quot;: 23.0, &quot;MOVEDNET_M&quot;: 947.0, &quot;MOVEDOUT&quot;: 2001.0, &quot;MOVEDOUT_M&quot;: 710.0, &quot;lw&quot;: 3.956948664571695}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.08556949939951, 33.12340608134135], [-96.57240777716608, 33.18796751384472]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;19662&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Hunt County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;GEOID1&quot;: &quot;48231&quot;, &quot;GEOID2&quot;: &quot;48085&quot;, &quot;MOVEDIN&quot;: 1128, &quot;MOVEDIN_M&quot;: 413.0, &quot;MOVEDNET&quot;: 954.0, &quot;MOVEDNET_M&quot;: 419.0, &quot;MOVEDOUT&quot;: 174.0, &quot;MOVEDOUT_M&quot;: 104.0, &quot;lw&quot;: 3.6916665758185996}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.08556949939951, 33.12340608134135], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;19664&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Hunt County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48231&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 2061, &quot;MOVEDIN_M&quot;: 591.0, &quot;MOVEDNET&quot;: 1393.0, &quot;MOVEDNET_M&quot;: 639.0, &quot;MOVEDOUT&quot;: 668.0, &quot;MOVEDOUT_M&quot;: 300.0, &quot;lw&quot;: 3.965170286638814}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-94.16287828774776, 29.883989870789367], [-94.3902519553655, 30.332401559704884]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;20339&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Jefferson County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Hardin County, Texas&quot;, &quot;GEOID1&quot;: &quot;48245&quot;, &quot;GEOID2&quot;: &quot;48199&quot;, &quot;MOVEDIN&quot;: 1096, &quot;MOVEDIN_M&quot;: 350.0, &quot;MOVEDNET&quot;: 401.0, &quot;MOVEDNET_M&quot;: 497.0, &quot;MOVEDOUT&quot;: 695.0, &quot;MOVEDOUT_M&quot;: 341.0, &quot;lw&quot;: 3.6786107816277407}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-94.16287828774776, 29.883989870789367], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;20340&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Jefferson County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48245&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 2320, &quot;MOVEDIN_M&quot;: 576.0, &quot;MOVEDNET&quot;: -408.0, &quot;MOVEDNET_M&quot;: 1253.0, &quot;MOVEDOUT&quot;: 2728.0, &quot;MOVEDOUT_M&quot;: 1038.0, &quot;lw&quot;: 4.018896114453899}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-94.16287828774776, 29.883989870789367], [-93.89384266118446, 30.12131170125929]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;20376&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Jefferson County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Orange County, Texas&quot;, &quot;GEOID1&quot;: &quot;48245&quot;, &quot;GEOID2&quot;: &quot;48361&quot;, &quot;MOVEDIN&quot;: 1365, &quot;MOVEDIN_M&quot;: 458.0, &quot;MOVEDNET&quot;: 197.0, &quot;MOVEDNET_M&quot;: 591.0, &quot;MOVEDOUT&quot;: 1168.0, &quot;MOVEDOUT_M&quot;: 420.0, &quot;lw&quot;: 3.7781908005221507}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.36660628498637, 32.37900428496198], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;20764&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Johnson County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48251&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 3541, &quot;MOVEDIN_M&quot;: 739.0, &quot;MOVEDNET&quot;: -346.0, &quot;MOVEDNET_M&quot;: 1094.0, &quot;MOVEDOUT&quot;: 3887.0, &quot;MOVEDOUT_M&quot;: 796.0, &quot;lw&quot;: 4.210826634995145}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.28777796945666, 32.59919508765975], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;21130&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Kaufman County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48257&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 5296, &quot;MOVEDIN_M&quot;: 1159.0, &quot;MOVEDNET&quot;: 3033.0, &quot;MOVEDNET_M&quot;: 1439.0, &quot;MOVEDOUT&quot;: 2263.0, &quot;MOVEDOUT_M&quot;: 684.0, &quot;lw&quot;: 4.393564903027981}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-98.71153138012694, 29.94463988560583], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;21258&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Kendall County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48259&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1351, &quot;MOVEDIN_M&quot;: 528.0, &quot;MOVEDNET&quot;: 717.0, &quot;MOVEDNET_M&quot;: 630.0, &quot;MOVEDOUT&quot;: 634.0, &quot;MOVEDOUT_M&quot;: 296.0, &quot;lw&quot;: 3.773513115423337}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-94.81200843498169, 30.15151712772845], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;22292&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Liberty County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48291&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 2181, &quot;MOVEDIN_M&quot;: 543.0, &quot;MOVEDNET&quot;: 717.0, &quot;MOVEDNET_M&quot;: 788.0, &quot;MOVEDOUT&quot;: 1464.0, &quot;MOVEDOUT_M&quot;: 509.0, &quot;lw&quot;: 3.9908547328550887}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-101.82051478155589, 33.610152062246854], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;22902&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Lubbock County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48303&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1022, &quot;MOVEDIN_M&quot;: 328.0, &quot;MOVEDNET&quot;: 661.0, &quot;MOVEDNET_M&quot;: 370.0, &quot;MOVEDOUT&quot;: 361.0, &quot;MOVEDOUT_M&quot;: 203.0, &quot;lw&quot;: 3.6468989817669857}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-101.82051478155589, 33.610152062246854], [-96.57240777716608, 33.18796751384472]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;22920&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Lubbock County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;GEOID1&quot;: &quot;48303&quot;, &quot;GEOID2&quot;: &quot;48085&quot;, &quot;MOVEDIN&quot;: 1161, &quot;MOVEDIN_M&quot;: 316.0, &quot;MOVEDNET&quot;: 677.0, &quot;MOVEDNET_M&quot;: 414.0, &quot;MOVEDOUT&quot;: 484.0, &quot;MOVEDOUT_M&quot;: 242.0, &quot;lw&quot;: 3.7047483740660407}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-101.82051478155589, 33.610152062246854], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;22928&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Lubbock County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48303&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 1071, &quot;MOVEDIN_M&quot;: 303.0, &quot;MOVEDNET&quot;: 149.0, &quot;MOVEDNET_M&quot;: 393.0, &quot;MOVEDOUT&quot;: 922.0, &quot;MOVEDOUT_M&quot;: 282.0, &quot;lw&quot;: 3.668143154418024}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-101.82051478155589, 33.610152062246854], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;22958&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Lubbock County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48303&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 1286, &quot;MOVEDIN_M&quot;: 317.0, &quot;MOVEDNET&quot;: 199.0, &quot;MOVEDNET_M&quot;: 526.0, &quot;MOVEDOUT&quot;: 1087.0, &quot;MOVEDOUT_M&quot;: 440.0, &quot;lw&quot;: 3.7511408290013377}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-101.82051478155589, 33.610152062246854], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;23029&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Lubbock County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48303&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 2052, &quot;MOVEDIN_M&quot;: 533.0, &quot;MOVEDNET&quot;: 719.0, &quot;MOVEDNET_M&quot;: 879.0, &quot;MOVEDOUT&quot;: 1333.0, &quot;MOVEDOUT_M&quot;: 701.0, &quot;lw&quot;: 3.9631840914751146}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-99.11009116076701, 29.355651534645567], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;24045&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Medina County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48325&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1498, &quot;MOVEDIN_M&quot;: 521.0, &quot;MOVEDNET&quot;: 608.0, &quot;MOVEDNET_M&quot;: 592.0, &quot;MOVEDOUT&quot;: 890.0, &quot;MOVEDOUT_M&quot;: 307.0, &quot;lw&quot;: 3.820378693646689}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-102.03159570022994, 31.869093393165688], [-102.54287169250323, 31.869225152499585]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;24316&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Midland County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Ector County, Texas&quot;, &quot;GEOID1&quot;: &quot;48329&quot;, &quot;GEOID2&quot;: &quot;48135&quot;, &quot;MOVEDIN&quot;: 1537, &quot;MOVEDIN_M&quot;: 494.0, &quot;MOVEDNET&quot;: -273.0, &quot;MOVEDNET_M&quot;: 761.0, &quot;MOVEDOUT&quot;: 1810.0, &quot;MOVEDOUT_M&quot;: 616.0, &quot;lw&quot;: 3.832041209504354}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.50281751292106, 30.300228012474648], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;25080&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Montgomery County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48339&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 15517, &quot;MOVEDIN_M&quot;: 2037.0, &quot;MOVEDNET&quot;: 4744.0, &quot;MOVEDNET_M&quot;: 2605.0, &quot;MOVEDOUT&quot;: 10773.0, &quot;MOVEDOUT_M&quot;: 1237.0, &quot;lw&quot;: 4.881621818173286}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.61328531833, 27.725588307619233], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;26104&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Nueces County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48355&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1217, &quot;MOVEDIN_M&quot;: 363.0, &quot;MOVEDNET&quot;: -183.0, &quot;MOVEDNET_M&quot;: 495.0, &quot;MOVEDOUT&quot;: 1400.0, &quot;MOVEDOUT_M&quot;: 326.0, &quot;lw&quot;: 3.7261201097061827}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.61328531833, 27.725588307619233], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;26145&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Nueces County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48355&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 1453, &quot;MOVEDIN_M&quot;: 381.0, &quot;MOVEDNET&quot;: 326.0, &quot;MOVEDNET_M&quot;: 549.0, &quot;MOVEDOUT&quot;: 1127.0, &quot;MOVEDOUT_M&quot;: 380.0, &quot;lw&quot;: 3.806538848047153}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.61328531833, 27.725588307619233], [-98.1811636403035, 26.3967668620729]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;26148&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Nueces County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Hidalgo County, Texas&quot;, &quot;GEOID1&quot;: &quot;48355&quot;, &quot;GEOID2&quot;: &quot;48215&quot;, &quot;MOVEDIN&quot;: 1126, &quot;MOVEDIN_M&quot;: 431.0, &quot;MOVEDNET&quot;: 855.0, &quot;MOVEDNET_M&quot;: 472.0, &quot;MOVEDOUT&quot;: 271.0, &quot;MOVEDOUT_M&quot;: 134.0, &quot;lw&quot;: 3.69086149482888}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.61328531833, 27.725588307619233], [-97.51870136526045, 28.00935998847125]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;26198&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Nueces County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;San Patricio County, Texas&quot;, &quot;GEOID1&quot;: &quot;48355&quot;, &quot;GEOID2&quot;: &quot;48409&quot;, &quot;MOVEDIN&quot;: 1016, &quot;MOVEDIN_M&quot;: 412.0, &quot;MOVEDNET&quot;: -677.0, &quot;MOVEDNET_M&quot;: 687.0, &quot;MOVEDOUT&quot;: 1693.0, &quot;MOVEDOUT_M&quot;: 559.0, &quot;lw&quot;: 3.6442280001872467}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-93.89384266118446, 30.12131170125929], [-94.16287828774776, 29.883989870789367]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;26512&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Orange County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Jefferson County, Texas&quot;, &quot;GEOID1&quot;: &quot;48361&quot;, &quot;GEOID2&quot;: &quot;48245&quot;, &quot;MOVEDIN&quot;: 1168, &quot;MOVEDIN_M&quot;: 420.0, &quot;MOVEDNET&quot;: -197.0, &quot;MOVEDNET_M&quot;: 591.0, &quot;MOVEDOUT&quot;: 1365.0, &quot;MOVEDOUT_M&quot;: 458.0, &quot;lw&quot;: 3.707475502739798}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.80508261410172, 32.777579682463724], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;26925&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Parker County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48367&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 3605, &quot;MOVEDIN_M&quot;: 537.0, &quot;MOVEDNET&quot;: 953.0, &quot;MOVEDNET_M&quot;: 844.0, &quot;MOVEDOUT&quot;: 2652.0, &quot;MOVEDOUT_M&quot;: 688.0, &quot;lw&quot;: 4.218957852783877}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-101.89392133994902, 35.40123872977481], [-101.89704121916753, 34.96582185553186]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;27474&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Potter County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Randall County, Texas&quot;, &quot;GEOID1&quot;: &quot;48375&quot;, &quot;GEOID2&quot;: &quot;48381&quot;, &quot;MOVEDIN&quot;: 3882, &quot;MOVEDIN_M&quot;: 601.0, &quot;MOVEDNET&quot;: -1443.0, &quot;MOVEDNET_M&quot;: 1039.0, &quot;MOVEDOUT&quot;: 5325.0, &quot;MOVEDOUT_M&quot;: 988.0, &quot;lw&quot;: 4.252562757143063}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-101.89704121916753, 34.96582185553186], [-101.89392133994902, 35.40123872977481]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;27832&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Randall County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Potter County, Texas&quot;, &quot;GEOID1&quot;: &quot;48381&quot;, &quot;GEOID2&quot;: &quot;48375&quot;, &quot;MOVEDIN&quot;: 5325, &quot;MOVEDIN_M&quot;: 988.0, &quot;MOVEDNET&quot;: 1443.0, &quot;MOVEDNET_M&quot;: 1039.0, &quot;MOVEDOUT&quot;: 3882.0, &quot;MOVEDOUT_M&quot;: 601.0, &quot;lw&quot;: 4.396044039605139}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-96.4078916804347, 32.89784051618544], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;28273&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Rockwall County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48397&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 2688, &quot;MOVEDIN_M&quot;: 596.0, &quot;MOVEDNET&quot;: 795.0, &quot;MOVEDNET_M&quot;: 752.0, &quot;MOVEDOUT&quot;: 1893.0, &quot;MOVEDOUT_M&quot;: 569.0, &quot;lw&quot;: 4.085721510387842}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-94.76185622198977, 32.10749312029389], [-94.81696987614639, 32.480454006630985]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;28470&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Rusk County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Gregg County, Texas&quot;, &quot;GEOID1&quot;: &quot;48401&quot;, &quot;GEOID2&quot;: &quot;48183&quot;, &quot;MOVEDIN&quot;: 1399, &quot;MOVEDIN_M&quot;: 632.0, &quot;MOVEDNET&quot;: 408.0, &quot;MOVEDNET_M&quot;: 773.0, &quot;MOVEDOUT&quot;: 991.0, &quot;MOVEDOUT_M&quot;: 385.0, &quot;lw&quot;: 3.789354218192001}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.51870136526045, 28.00935998847125], [-97.61328531833, 27.725588307619233]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;28823&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;San Patricio County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Nueces County, Texas&quot;, &quot;GEOID1&quot;: &quot;48409&quot;, &quot;GEOID2&quot;: &quot;48355&quot;, &quot;MOVEDIN&quot;: 1693, &quot;MOVEDIN_M&quot;: 559.0, &quot;MOVEDNET&quot;: 677.0, &quot;MOVEDNET_M&quot;: 687.0, &quot;MOVEDOUT&quot;: 1016.0, &quot;MOVEDOUT_M&quot;: 412.0, &quot;lw&quot;: 3.875908358381752}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-118.22459821613333, 34.32094637065001]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;29869&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Los Angeles County, California&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;06037&quot;, &quot;MOVEDIN&quot;: 1515, &quot;MOVEDIN_M&quot;: 479.0, &quot;MOVEDNET&quot;: 859.0, &quot;MOVEDNET_M&quot;: 561.0, &quot;MOVEDOUT&quot;: 656.0, &quot;MOVEDOUT_M&quot;: 314.0, &quot;lw&quot;: 3.8254992218800656}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-116.73453174555891, 33.034285122324725]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;29880&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;San Diego County, California&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;06073&quot;, &quot;MOVEDIN&quot;: 1212, &quot;MOVEDIN_M&quot;: 581.0, &quot;MOVEDNET&quot;: 299.0, &quot;MOVEDNET_M&quot;: 703.0, &quot;MOVEDOUT&quot;: 913.0, &quot;MOVEDOUT_M&quot;: 406.0, &quot;lw&quot;: 3.724252293171728}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30579&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1659, &quot;MOVEDIN_M&quot;: 446.0, &quot;MOVEDNET&quot;: 222.0, &quot;MOVEDNET_M&quot;: 660.0, &quot;MOVEDOUT&quot;: 1437.0, &quot;MOVEDOUT_M&quot;: 477.0, &quot;lw&quot;: 3.8667021819553216}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-96.57240777716608, 33.18796751384472]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30599&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48085&quot;, &quot;MOVEDIN&quot;: 1906, &quot;MOVEDIN_M&quot;: 434.0, &quot;MOVEDNET&quot;: -707.0, &quot;MOVEDNET_M&quot;: 928.0, &quot;MOVEDOUT&quot;: 2613.0, &quot;MOVEDOUT_M&quot;: 753.0, &quot;lw&quot;: 3.92968730673219}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30609&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 19149, &quot;MOVEDIN_M&quot;: 1603.0, &quot;MOVEDNET&quot;: 3865.0, &quot;MOVEDNET_M&quot;: 2345.0, &quot;MOVEDOUT&quot;: 15284.0, &quot;MOVEDOUT_M&quot;: 1393.0, &quot;lw&quot;: 4.977112747539504}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-97.11682127445125, 33.20548616091934]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30613&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Denton County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48121&quot;, &quot;MOVEDIN&quot;: 5265, &quot;MOVEDIN_M&quot;: 754.0, &quot;MOVEDNET&quot;: -2167.0, &quot;MOVEDNET_M&quot;: 1164.0, &quot;MOVEDOUT&quot;: 7432.0, &quot;MOVEDOUT_M&quot;: 833.0, &quot;lw&quot;: 4.390899737308268}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-96.79474239283394, 32.34842910739896]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30618&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Ellis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48139&quot;, &quot;MOVEDIN&quot;: 1055, &quot;MOVEDIN_M&quot;: 306.0, &quot;MOVEDNET&quot;: -398.0, &quot;MOVEDNET_M&quot;: 418.0, &quot;MOVEDOUT&quot;: 1453.0, &quot;MOVEDOUT_M&quot;: 363.0, &quot;lw&quot;: 3.6613149722225913}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30643&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 3577, &quot;MOVEDIN_M&quot;: 1006.0, &quot;MOVEDNET&quot;: 963.0, &quot;MOVEDNET_M&quot;: 1232.0, &quot;MOVEDOUT&quot;: 2614.0, &quot;MOVEDOUT_M&quot;: 623.0, &quot;lw&quot;: 4.215418348319034}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-97.36660628498637, 32.37900428496198]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30666&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Johnson County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48251&quot;, &quot;MOVEDIN&quot;: 3887, &quot;MOVEDIN_M&quot;: 796.0, &quot;MOVEDNET&quot;: 346.0, &quot;MOVEDNET_M&quot;: 1094.0, &quot;MOVEDOUT&quot;: 3541.0, &quot;MOVEDOUT_M&quot;: 739.0, &quot;lw&quot;: 4.253147064982346}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-101.82051478155589, 33.610152062246854]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30683&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Lubbock County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48303&quot;, &quot;MOVEDIN&quot;: 1333, &quot;MOVEDIN_M&quot;: 701.0, &quot;MOVEDNET&quot;: -719.0, &quot;MOVEDNET_M&quot;: 879.0, &quot;MOVEDOUT&quot;: 2052.0, &quot;MOVEDOUT_M&quot;: 533.0, &quot;lw&quot;: 3.7674272610529482}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-97.80508261410172, 32.777579682463724]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30708&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Parker County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48367&quot;, &quot;MOVEDIN&quot;: 2652, &quot;MOVEDIN_M&quot;: 688.0, &quot;MOVEDNET&quot;: -953.0, &quot;MOVEDNET_M&quot;: 844.0, &quot;MOVEDOUT&quot;: 3605.0, &quot;MOVEDOUT_M&quot;: 537.0, &quot;lw&quot;: 4.079601477592959}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30733&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 1352, &quot;MOVEDIN_M&quot;: 633.0, &quot;MOVEDNET&quot;: -701.0, &quot;MOVEDNET_M&quot;: 764.0, &quot;MOVEDOUT&quot;: 2053.0, &quot;MOVEDOUT_M&quot;: 527.0, &quot;lw&quot;: 3.7738488385877975}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.29112198463264, 32.771867425745384], [-97.65448575103487, 33.21585389322844]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;30751&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Wise County, Texas&quot;, &quot;GEOID1&quot;: &quot;48439&quot;, &quot;GEOID2&quot;: &quot;48497&quot;, &quot;MOVEDIN&quot;: 1270, &quot;MOVEDIN_M&quot;: 480.0, &quot;MOVEDNET&quot;: -656.0, &quot;MOVEDNET_M&quot;: 726.0, &quot;MOVEDOUT&quot;: 1926.0, &quot;MOVEDOUT_M&quot;: 599.0, &quot;lw&quot;: 3.745460497730685}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-118.22459821613333, 34.32094637065001]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32075&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Los Angeles County, California&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;06037&quot;, &quot;MOVEDIN&quot;: 1770, &quot;MOVEDIN_M&quot;: 426.0, &quot;MOVEDNET&quot;: 868.0, &quot;MOVEDNET_M&quot;: 530.0, &quot;MOVEDOUT&quot;: 902.0, &quot;MOVEDOUT_M&quot;: 211.0, &quot;lw&quot;: 3.8960923728130363}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-97.3120544689212, 30.103534504628062]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32617&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bastrop County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48021&quot;, &quot;MOVEDIN&quot;: 1423, &quot;MOVEDIN_M&quot;: 334.0, &quot;MOVEDNET&quot;: -1112.0, &quot;MOVEDNET_M&quot;: 741.0, &quot;MOVEDOUT&quot;: 2535.0, &quot;MOVEDOUT_M&quot;: 675.0, &quot;lw&quot;: 3.797072232211656}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32620&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 3758, &quot;MOVEDIN_M&quot;: 631.0, &quot;MOVEDNET&quot;: 541.0, &quot;MOVEDNET_M&quot;: 815.0, &quot;MOVEDOUT&quot;: 3217.0, &quot;MOVEDOUT_M&quot;: 649.0, &quot;lw&quot;: 4.237826020291981}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-96.57240777716608, 33.18796751384472]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32641&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Collin County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48085&quot;, &quot;MOVEDIN&quot;: 1172, &quot;MOVEDIN_M&quot;: 514.0, &quot;MOVEDNET&quot;: 253.0, &quot;MOVEDNET_M&quot;: 616.0, &quot;MOVEDOUT&quot;: 919.0, &quot;MOVEDOUT_M&quot;: 301.0, &quot;lw&quot;: 3.7090265394631516}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-96.7778029593161, 32.766514541543295]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32648&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Dallas County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48113&quot;, &quot;MOVEDIN&quot;: 3005, &quot;MOVEDIN_M&quot;: 657.0, &quot;MOVEDNET&quot;: 1071.0, &quot;MOVEDNET_M&quot;: 777.0, &quot;MOVEDOUT&quot;: 1934.0, &quot;MOVEDOUT_M&quot;: 409.0, &quot;lw&quot;: 4.136322991346361}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-106.23452108639381, 31.76845578743549]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32659&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;El Paso County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48141&quot;, &quot;MOVEDIN&quot;: 1108, &quot;MOVEDIN_M&quot;: 445.0, &quot;MOVEDNET&quot;: 785.0, &quot;MOVEDNET_M&quot;: 455.0, &quot;MOVEDOUT&quot;: 323.0, &quot;MOVEDOUT_M&quot;: 144.0, &quot;lw&quot;: 3.6835508001734665}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-95.77090603748279, 29.527498225368966]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32664&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Fort Bend County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48157&quot;, &quot;MOVEDIN&quot;: 1106, &quot;MOVEDIN_M&quot;: 426.0, &quot;MOVEDNET&quot;: 27.0, &quot;MOVEDNET_M&quot;: 649.0, &quot;MOVEDOUT&quot;: 1079.0, &quot;MOVEDOUT_M&quot;: 489.0, &quot;lw&quot;: 3.682731187028096}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32680&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 5746, &quot;MOVEDIN_M&quot;: 742.0, &quot;MOVEDNET&quot;: 1850.0, &quot;MOVEDNET_M&quot;: 1024.0, &quot;MOVEDOUT&quot;: 3896.0, &quot;MOVEDOUT_M&quot;: 619.0, &quot;lw&quot;: 4.430588208617085}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-98.03104288704905, 30.057835388080388]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32683&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Hays County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48209&quot;, &quot;MOVEDIN&quot;: 4240, &quot;MOVEDIN_M&quot;: 839.0, &quot;MOVEDNET&quot;: -1862.0, &quot;MOVEDNET_M&quot;: 1411.0, &quot;MOVEDOUT&quot;: 6102.0, &quot;MOVEDOUT_M&quot;: 1050.0, &quot;lw&quot;: 4.292607270924594}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32763&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 2053, &quot;MOVEDIN_M&quot;: 527.0, &quot;MOVEDNET&quot;: 701.0, &quot;MOVEDNET_M&quot;: 764.0, &quot;MOVEDOUT&quot;: 1352.0, &quot;MOVEDOUT_M&quot;: 633.0, &quot;lw&quot;: 3.963405209355914}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.78181136054282, 30.33440960990459], [-97.60021412064584, 30.647628379015618]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;32785&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Williamson County, Texas&quot;, &quot;GEOID1&quot;: &quot;48453&quot;, &quot;GEOID2&quot;: &quot;48491&quot;, &quot;MOVEDIN&quot;: 10147, &quot;MOVEDIN_M&quot;: 1198.0, &quot;MOVEDNET&quot;: -6795.0, &quot;MOVEDNET_M&quot;: 1699.0, &quot;MOVEDOUT&quot;: 16942.0, &quot;MOVEDOUT_M&quot;: 1351.0, &quot;lw&quot;: 4.688769278161769}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.57229003448661, 30.738990483167946], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;34122&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Walker County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48471&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 2017, &quot;MOVEDIN_M&quot;: 442.0, &quot;MOVEDNET&quot;: 596.0, &quot;MOVEDNET_M&quot;: 546.0, &quot;MOVEDOUT&quot;: 1421.0, &quot;MOVEDOUT_M&quot;: 357.0, &quot;lw&quot;: 3.9553763360578356}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-95.98763728663147, 30.010634472974147], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;34283&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Waller County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48473&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 1732, &quot;MOVEDIN_M&quot;: 385.0, &quot;MOVEDNET&quot;: 602.0, &quot;MOVEDNET_M&quot;: 555.0, &quot;MOVEDOUT&quot;: 1130.0, &quot;MOVEDOUT_M&quot;: 389.0, &quot;lw&quot;: 3.8862435327876073}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.60021412064584, 30.647628379015618], [-97.47878096509541, 31.037381726440625]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;35761&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Williamson County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bell County, Texas&quot;, &quot;GEOID1&quot;: &quot;48491&quot;, &quot;GEOID2&quot;: &quot;48027&quot;, &quot;MOVEDIN&quot;: 1236, &quot;MOVEDIN_M&quot;: 494.0, &quot;MOVEDNET&quot;: -469.0, &quot;MOVEDNET_M&quot;: 759.0, &quot;MOVEDOUT&quot;: 1705.0, &quot;MOVEDOUT_M&quot;: 550.0, &quot;lw&quot;: 3.733148556044488}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.60021412064584, 30.647628379015618], [-98.51994564642463, 29.448856398193424]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;35762&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Williamson County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Bexar County, Texas&quot;, &quot;GEOID1&quot;: &quot;48491&quot;, &quot;GEOID2&quot;: &quot;48029&quot;, &quot;MOVEDIN&quot;: 1385, &quot;MOVEDIN_M&quot;: 598.0, &quot;MOVEDNET&quot;: 684.0, &quot;MOVEDNET_M&quot;: 651.0, &quot;MOVEDOUT&quot;: 701.0, &quot;MOVEDOUT_M&quot;: 270.0, &quot;lw&quot;: 3.7847907068220508}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.60021412064584, 30.647628379015618], [-95.39351380738508, 29.857934042390216]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;35804&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Williamson County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Harris County, Texas&quot;, &quot;GEOID1&quot;: &quot;48491&quot;, &quot;GEOID2&quot;: &quot;48201&quot;, &quot;MOVEDIN&quot;: 1315, &quot;MOVEDIN_M&quot;: 359.0, &quot;MOVEDNET&quot;: 407.0, &quot;MOVEDNET_M&quot;: 492.0, &quot;MOVEDOUT&quot;: 908.0, &quot;MOVEDOUT_M&quot;: 329.0, &quot;lw&quot;: 3.7612587283990533}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.60021412064584, 30.647628379015618], [-97.78181136054282, 30.33440960990459]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;35871&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Williamson County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Travis County, Texas&quot;, &quot;GEOID1&quot;: &quot;48491&quot;, &quot;GEOID2&quot;: &quot;48453&quot;, &quot;MOVEDIN&quot;: 16942, &quot;MOVEDIN_M&quot;: 1351.0, &quot;MOVEDNET&quot;: 6795.0, &quot;MOVEDNET_M&quot;: 1699.0, &quot;MOVEDOUT&quot;: 10147.0, &quot;MOVEDOUT_M&quot;: 1198.0, &quot;lw&quot;: 4.921513352255608}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[-97.65448575103487, 33.21585389322844], [-97.29112198463264, 32.771867425745384]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;36326&quot;, &quot;properties&quot;: {&quot;FULL1_NAME&quot;: &quot;Wise County, Texas&quot;, &quot;FULL2_NAME&quot;: &quot;Tarrant County, Texas&quot;, &quot;GEOID1&quot;: &quot;48497&quot;, &quot;GEOID2&quot;: &quot;48439&quot;, &quot;MOVEDIN&quot;: 1926, &quot;MOVEDIN_M&quot;: 599.0, &quot;MOVEDNET&quot;: 656.0, &quot;MOVEDNET_M&quot;: 726.0, &quot;MOVEDOUT&quot;: 1270.0, &quot;MOVEDOUT_M&quot;: 480.0, &quot;lw&quot;: 3.934424601233474}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
       "\n",
       "        \n",
       "    \n",
       "    geo_json_8d530f63a2fb2502609288d0273bac47.bindTooltip(\n",
       "    function(layer){\n",
       "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
       "    \n",
       "    let handleObject = feature =&gt; {\n",
       "        if (feature === null) {\n",
       "            return &#x27;&#x27;;\n",
       "        } else if (typeof(feature)==&#x27;object&#x27;) {\n",
       "            return JSON.stringify(feature);\n",
       "        } else {\n",
       "            return feature;\n",
       "        }\n",
       "    }\n",
       "    let fields = [&quot;FULL1_NAME&quot;, &quot;FULL2_NAME&quot;, &quot;MOVEDIN&quot;, &quot;MOVEDNET&quot;];\n",
       "    let aliases = [&quot;FULL1_NAME&quot;, &quot;FULL2_NAME&quot;, &quot;MOVEDIN&quot;, &quot;MOVEDNET&quot;];\n",
       "    let table = &#x27;&lt;table&gt;&#x27; +\n",
       "        String(\n",
       "        fields.map(\n",
       "        (v,i)=&gt;\n",
       "        `&lt;tr&gt;\n",
       "            &lt;th&gt;${aliases[i]}&lt;/th&gt;\n",
       "            \n",
       "            &lt;td&gt;${handleObject(layer.feature.properties[v])}&lt;/td&gt;\n",
       "        &lt;/tr&gt;`).join(&#x27;&#x27;))\n",
       "    +&#x27;&lt;/table&gt;&#x27;;\n",
       "    div.innerHTML=table;\n",
       "    \n",
       "    return div\n",
       "    }\n",
       "    ,{\n",
       "  &quot;sticky&quot;: true,\n",
       "  &quot;className&quot;: &quot;foliumtooltip&quot;,\n",
       "});\n",
       "                     \n",
       "    \n",
       "            geo_json_8d530f63a2fb2502609288d0273bac47.addTo(map_24dd41b9129da6436b937d9f539ba5b8);\n",
       "        \n",
       "    \n",
       "    var color_map_8a975cd267deefdaa40c4950d9c15a0c = {};\n",
       "\n",
       "    \n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.color = d3.scale.threshold()\n",
       "              .domain([-8981.0, -8945.004008016032, -8909.008016032065, -8873.012024048096, -8837.016032064128, -8801.02004008016, -8765.024048096193, -8729.028056112224, -8693.032064128256, -8657.036072144288, -8621.040080160321, -8585.044088176353, -8549.048096192384, -8513.052104208416, -8477.056112224449, -8441.060120240481, -8405.064128256514, -8369.068136272545, -8333.072144288577, -8297.07615230461, -8261.080160320642, -8225.084168336673, -8189.088176352705, -8153.092184368737, -8117.09619238477, -8081.100200400801, -8045.104208416834, -8009.108216432865, -7973.112224448898, -7937.11623246493, -7901.120240480962, -7865.1242484969935, -7829.128256513026, -7793.132264529058, -7757.13627254509, -7721.140280561122, -7685.144288577154, -7649.148296593186, -7613.152304609219, -7577.15631262525, -7541.160320641283, -7505.164328657314, -7469.168336673347, -7433.172344689379, -7397.176352705411, -7361.180360721442, -7325.184368737475, -7289.188376753507, -7253.192384769539, 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       "    \n",
       "\n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.x = d3.scale.linear()\n",
       "              .domain([-8981.0, 8981.0])\n",
       "              .range([0, 450 - 50]);\n",
       "\n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.legend = L.control({position: &#x27;topright&#x27;});\n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.legend.onAdd = function (map) {var div = L.DomUtil.create(&#x27;div&#x27;, &#x27;legend&#x27;); return div};\n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.legend.addTo(map_24dd41b9129da6436b937d9f539ba5b8);\n",
       "\n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.xAxis = d3.svg.axis()\n",
       "        .scale(color_map_8a975cd267deefdaa40c4950d9c15a0c.x)\n",
       "        .orient(&quot;top&quot;)\n",
       "        .tickSize(1)\n",
       "        .tickValues([-8981.0, 0.0, 8981.0]);\n",
       "\n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.svg = d3.select(&quot;.legend.leaflet-control&quot;).append(&quot;svg&quot;)\n",
       "        .attr(&quot;id&quot;, &#x27;legend&#x27;)\n",
       "        .attr(&quot;width&quot;, 450)\n",
       "        .attr(&quot;height&quot;, 40);\n",
       "\n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.g = color_map_8a975cd267deefdaa40c4950d9c15a0c.svg.append(&quot;g&quot;)\n",
       "        .attr(&quot;class&quot;, &quot;key&quot;)\n",
       "        .attr(&quot;fill&quot;, &quot;black&quot;)\n",
       "        .attr(&quot;transform&quot;, &quot;translate(25,16)&quot;);\n",
       "\n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.g.selectAll(&quot;rect&quot;)\n",
       "        .data(color_map_8a975cd267deefdaa40c4950d9c15a0c.color.range().map(function(d, i) {\n",
       "          return {\n",
       "            x0: i ? color_map_8a975cd267deefdaa40c4950d9c15a0c.x(color_map_8a975cd267deefdaa40c4950d9c15a0c.color.domain()[i - 1]) : color_map_8a975cd267deefdaa40c4950d9c15a0c.x.range()[0],\n",
       "            x1: i &lt; color_map_8a975cd267deefdaa40c4950d9c15a0c.color.domain().length ? color_map_8a975cd267deefdaa40c4950d9c15a0c.x(color_map_8a975cd267deefdaa40c4950d9c15a0c.color.domain()[i]) : color_map_8a975cd267deefdaa40c4950d9c15a0c.x.range()[1],\n",
       "            z: d\n",
       "          };\n",
       "        }))\n",
       "      .enter().append(&quot;rect&quot;)\n",
       "        .attr(&quot;height&quot;, 40 - 30)\n",
       "        .attr(&quot;x&quot;, function(d) { return d.x0; })\n",
       "        .attr(&quot;width&quot;, function(d) { return d.x1 - d.x0; })\n",
       "        .style(&quot;fill&quot;, function(d) { return d.z; });\n",
       "\n",
       "    color_map_8a975cd267deefdaa40c4950d9c15a0c.g.call(color_map_8a975cd267deefdaa40c4950d9c15a0c.xAxis).append(&quot;text&quot;)\n",
       "        .attr(&quot;class&quot;, &quot;caption&quot;)\n",
       "        .attr(&quot;y&quot;, 21)\n",
       "        .attr(&quot;fill&quot;, &quot;black&quot;)\n",
       "        .text(&quot;MOVEDNET&quot;);\n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fb613f11a90>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# ...existing code...\n",
    "import folium\n",
    "import branca.colormap as cm\n",
    "\n",
    "# ensure numeric stroke width exists\n",
    "significant_flows['lw'] = significant_flows['lw'].astype(float).fillna(1.0)\n",
    "\n",
    "# folium expects GeoJSON in WGS84 (EPSG:4326)\n",
    "gdf = significant_flows.drop(columns=['centroid1', 'centroid2'], errors='ignore').copy()\n",
    "gjson = gdf.to_crs(epsg=4326).to_json()\n",
    "\n",
    "# colormap for MOVEDNET\n",
    "vmin = significant_flows['MOVEDNET'].min()\n",
    "vmax = significant_flows['MOVEDNET'].max()\n",
    "colormap = cm.LinearColormap(['#2166ac', '#ffffff', '#b2182b'], vmin=vmin, vmax=vmax)\n",
    "\n",
    "def style_function(feature):\n",
    "    props = feature.get('properties', {})\n",
    "    lw = float(props.get('lw', 1.0))\n",
    "    mv = props.get('MOVEDNET', 0)\n",
    "    return {\n",
    "        'weight': max(0.5, lw),                # ensure a minimum width\n",
    "        'color': colormap(float(mv)) if mv is not None else '#888888',\n",
    "        'opacity': 0.85\n",
    "    }\n",
    "\n",
    "# center map on data centroid (fallback coordinates provided)\n",
    "centroid = significant_flows.geometry.unary_union.centroid\n",
    "center = [centroid.y, centroid.x] if centroid is not None else [37.8, -96.9]\n",
    "\n",
    "m = folium.Map(location=center, tiles='CartoDB positron', zoom_start=6)\n",
    "folium.GeoJson(\n",
    "    gjson,\n",
    "    style_function=style_function,\n",
    "    tooltip=folium.GeoJsonTooltip(fields=['FULL1_NAME', 'FULL2_NAME', 'MOVEDIN', 'MOVEDNET'])\n",
    ").add_to(m)\n",
    "colormap.caption = 'MOVEDNET'\n",
    "colormap.add_to(m)\n",
    "\n",
    "m\n",
    "# ...existing code..."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Error Handling and Best Practices\n",
    "\n",
    "Here are some common errors and how to handle them:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Geography error: Geography must be one of: county, county subdivision, metropolitan statistical area\n",
      "Year error: Migration flows are available beginning in 2010\n",
      "Breakdown error: Breakdown characteristics are only available for surveys before 2016\n",
      "MSA year error: MSA-level data is only available beginning with 2013 (2009-2013 5-year ACS)\n"
     ]
    }
   ],
   "source": [
    "# Error: Invalid geography\n",
    "try:\n",
    "    tc.get_flows(geography=\"invalid\", year=2018)\n",
    "except ValueError as e:\n",
    "    print(f\"Geography error: {e}\")\n",
    "\n",
    "# Error: Year too early\n",
    "try:\n",
    "    tc.get_flows(geography=\"county\", year=2009)\n",
    "except ValueError as e:\n",
    "    print(f\"Year error: {e}\")\n",
    "\n",
    "# Error: Breakdown variables after 2015\n",
    "try:\n",
    "    tc.get_flows(geography=\"county\", breakdown=[\"AGE\"], year=2016)\n",
    "except ValueError as e:\n",
    "    print(f\"Breakdown error: {e}\")\n",
    "\n",
    "# Error: MSA data before 2013\n",
    "try:\n",
    "    tc.get_flows(geography=\"metropolitan statistical area\", year=2012)\n",
    "except ValueError as e:\n",
    "    print(f\"MSA year error: {e}\")"
   ]
  },
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   "source": [
    "## Summary\n",
    "\n",
    "The `get_flows()` function provides comprehensive access to Census migration flow data with features including:\n",
    "\n",
    "- **Multiple geographic levels**: county, county subdivision, MSA\n",
    "- **Flexible output formats**: wide (API format) or tidy (analysis-ready)\n",
    "- **Demographic breakdowns**: age, sex, race, income, etc. (2006-2015 only)\n",
    "- **Confidence levels**: 90%, 95%, or 99% for margin of error\n",
    "- **Geometry integration**: centroids for mapping flows\n",
    "- **Robust validation**: comprehensive error checking and helpful messages\n",
    "\n",
    "For more information, see the [pytidycensus documentation](https://mmann1123.github.io/pytidycensus/)."
   ]
  }
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