{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Regional-k-means\n",
    "\n",
    "**Authors:** **[Sergio Rey](https://github.com/sjsrey),** **[Xin Feng](https://github.com/xf37),** **[James Gaboardi](https://github.com/jGaboardi)**\n",
    "\n",
    "Regional-k-means is K-means with the constraint that each cluster forms a spatially connected component. The algorithm is developed by [Sergio Rey](https://github.com/sjsrey). This tutorial goes through the following:\n",
    "\n",
    "\n",
    "1. a small synthetic example (10x10 lattice)\n",
    "2. a large synthetic example (50x50 lattice)\n",
    "3. an empirical example (Rio Grande do Sul, Brasil)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Last updated: 2023-12-10T14:11:57.413333-05:00\n",
      "\n",
      "Python implementation: CPython\n",
      "Python version       : 3.12.0\n",
      "IPython version      : 8.18.0\n",
      "\n",
      "Compiler    : Clang 15.0.7 \n",
      "OS          : Darwin\n",
      "Release     : 23.1.0\n",
      "Machine     : x86_64\n",
      "Processor   : i386\n",
      "CPU cores   : 8\n",
      "Architecture: 64bit\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%config InlineBackend.figure_format = \"retina\"\n",
    "%load_ext watermark\n",
    "%watermark"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
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     "start_time": "2022-10-29T17:19:44.967929Z"
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Watermark: 2.4.3\n",
      "\n",
      "geopandas: 0.14.1\n",
      "numpy    : 1.26.2\n",
      "pandas   : 2.1.3\n",
      "libpysal : 4.9.2\n",
      "spopt    : 0.5.1.dev53+g5cadae7\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import geopandas\n",
    "import libpysal\n",
    "import numpy\n",
    "import pandas\n",
    "import spopt\n",
    "from spopt.region import RegionKMeansHeuristic\n",
    "import warnings\n",
    "\n",
    "%matplotlib inline\n",
    "%watermark -w\n",
    "%watermark -iv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "------------------------------------------------\n",
    "\n",
    "## 1. Small synthetic example\n",
    "\n",
    "### Create synthetic data\n",
    "\n",
    "Create a [spatial weights object](https://pysal.org/libpysal/tutorial.html) for a 10*10 regular lattice. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.466126Z",
     "start_time": "2022-10-29T17:19:48.456848Z"
    },
    "execution": {
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     "shell.execute_reply.started": "2023-12-10T19:11:59.449010Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "100"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dim = 10\n",
    "w = libpysal.weights.lat2W(dim, dim)\n",
    "w.n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Draw 100 random samples (the given shape is (100, 3)) from a normal (Gaussian) distribution. Then, there are three values for each lattice. They are variables in the dataframe that will be used to measure regional homogeneity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.478107Z",
     "start_time": "2022-10-29T17:19:48.469870Z"
    },
    "execution": {
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     "shell.execute_reply": "2023-12-10T19:11:59.462183Z",
     "shell.execute_reply.started": "2023-12-10T19:11:59.458070Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(100, 3)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "RANDOM_SEED = 12345\n",
    "numpy.random.seed(RANDOM_SEED)\n",
    "data = numpy.random.normal(size=(w.n, 3))\n",
    "data.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.487757Z",
     "start_time": "2022-10-29T17:19:48.481168Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:11:59.464548Z",
     "iopub.status.busy": "2023-12-10T19:11:59.464242Z",
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     "shell.execute_reply.started": "2023-12-10T19:11:59.464528Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[-0.20470766,  0.47894334, -0.51943872],\n",
       "       [-0.5557303 ,  1.96578057,  1.39340583],\n",
       "       [ 0.09290788,  0.28174615,  0.76902257]])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[:3,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.498369Z",
     "start_time": "2022-10-29T17:19:48.491370Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:11:59.470409Z",
     "iopub.status.busy": "2023-12-10T19:11:59.470209Z",
     "iopub.status.idle": "2023-12-10T19:11:59.475127Z",
     "shell.execute_reply": "2023-12-10T19:11:59.474460Z",
     "shell.execute_reply.started": "2023-12-10T19:11:59.470390Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0.34748881, -1.23017904,  0.57107814],\n",
       "       [ 0.06006121, -0.22552399,  1.34972614],\n",
       "       [ 1.35029973, -0.38665332,  0.86598954]])"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[-3:,:]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The neighbors of each lattice can be checked by:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.514977Z",
     "start_time": "2022-10-29T17:19:48.502322Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:11:59.478238Z",
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     "shell.execute_reply.started": "2023-12-10T19:11:59.478221Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: [10, 1],\n",
       " 10: [0, 20, 11],\n",
       " 1: [0, 11, 2],\n",
       " 11: [1, 10, 21, 12],\n",
       " 2: [1, 12, 3],\n",
       " 12: [2, 11, 22, 13],\n",
       " 3: [2, 13, 4],\n",
       " 13: [3, 12, 23, 14],\n",
       " 4: [3, 14, 5],\n",
       " 14: [4, 13, 24, 15],\n",
       " 5: [4, 15, 6],\n",
       " 15: [5, 14, 25, 16],\n",
       " 6: [5, 16, 7],\n",
       " 16: [6, 15, 26, 17],\n",
       " 7: [6, 17, 8],\n",
       " 17: [7, 16, 27, 18],\n",
       " 8: [7, 18, 9],\n",
       " 18: [8, 17, 28, 19],\n",
       " 9: [8, 19],\n",
       " 19: [9, 18, 29],\n",
       " 20: [10, 30, 21],\n",
       " 21: [11, 20, 31, 22],\n",
       " 22: [12, 21, 32, 23],\n",
       " 23: [13, 22, 33, 24],\n",
       " 24: [14, 23, 34, 25],\n",
       " 25: [15, 24, 35, 26],\n",
       " 26: [16, 25, 36, 27],\n",
       " 27: [17, 26, 37, 28],\n",
       " 28: [18, 27, 38, 29],\n",
       " 29: [19, 28, 39],\n",
       " 30: [20, 40, 31],\n",
       " 31: [21, 30, 41, 32],\n",
       " 32: [22, 31, 42, 33],\n",
       " 33: [23, 32, 43, 34],\n",
       " 34: [24, 33, 44, 35],\n",
       " 35: [25, 34, 45, 36],\n",
       " 36: [26, 35, 46, 37],\n",
       " 37: [27, 36, 47, 38],\n",
       " 38: [28, 37, 48, 39],\n",
       " 39: [29, 38, 49],\n",
       " 40: [30, 50, 41],\n",
       " 41: [31, 40, 51, 42],\n",
       " 42: [32, 41, 52, 43],\n",
       " 43: [33, 42, 53, 44],\n",
       " 44: [34, 43, 54, 45],\n",
       " 45: [35, 44, 55, 46],\n",
       " 46: [36, 45, 56, 47],\n",
       " 47: [37, 46, 57, 48],\n",
       " 48: [38, 47, 58, 49],\n",
       " 49: [39, 48, 59],\n",
       " 50: [40, 60, 51],\n",
       " 51: [41, 50, 61, 52],\n",
       " 52: [42, 51, 62, 53],\n",
       " 53: [43, 52, 63, 54],\n",
       " 54: [44, 53, 64, 55],\n",
       " 55: [45, 54, 65, 56],\n",
       " 56: [46, 55, 66, 57],\n",
       " 57: [47, 56, 67, 58],\n",
       " 58: [48, 57, 68, 59],\n",
       " 59: [49, 58, 69],\n",
       " 60: [50, 70, 61],\n",
       " 61: [51, 60, 71, 62],\n",
       " 62: [52, 61, 72, 63],\n",
       " 63: [53, 62, 73, 64],\n",
       " 64: [54, 63, 74, 65],\n",
       " 65: [55, 64, 75, 66],\n",
       " 66: [56, 65, 76, 67],\n",
       " 67: [57, 66, 77, 68],\n",
       " 68: [58, 67, 78, 69],\n",
       " 69: [59, 68, 79],\n",
       " 70: [60, 80, 71],\n",
       " 71: [61, 70, 81, 72],\n",
       " 72: [62, 71, 82, 73],\n",
       " 73: [63, 72, 83, 74],\n",
       " 74: [64, 73, 84, 75],\n",
       " 75: [65, 74, 85, 76],\n",
       " 76: [66, 75, 86, 77],\n",
       " 77: [67, 76, 87, 78],\n",
       " 78: [68, 77, 88, 79],\n",
       " 79: [69, 78, 89],\n",
       " 80: [70, 90, 81],\n",
       " 81: [71, 80, 91, 82],\n",
       " 82: [72, 81, 92, 83],\n",
       " 83: [73, 82, 93, 84],\n",
       " 84: [74, 83, 94, 85],\n",
       " 85: [75, 84, 95, 86],\n",
       " 86: [76, 85, 96, 87],\n",
       " 87: [77, 86, 97, 88],\n",
       " 88: [78, 87, 98, 89],\n",
       " 89: [79, 88, 99],\n",
       " 90: [80, 91],\n",
       " 91: [81, 90, 92],\n",
       " 92: [82, 91, 93],\n",
       " 93: [83, 92, 94],\n",
       " 94: [84, 93, 95],\n",
       " 95: [85, 94, 96],\n",
       " 96: [86, 95, 97],\n",
       " 97: [87, 96, 98],\n",
       " 98: [88, 97, 99],\n",
       " 99: [89, 98]}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.neighbors"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We first explore the simulated data by building a 10*10 lattice shapefile."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.529890Z",
     "start_time": "2022-10-29T17:19:48.518480Z"
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    "execution": {
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     "shell.execute_reply.started": "2023-12-10T19:11:59.487399Z"
    }
   },
   "outputs": [],
   "source": [
    "libpysal.weights.build_lattice_shapefile(dim, dim, \"lattice.shp\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
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     "end_time": "2022-10-29T17:19:51.070264Z",
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   "outputs": [
    {
     "data": {
      "image/png": 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gAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSUZz0Au6m2NusJcqOsvpD1CLlSVpf1BPlR5qFRVFZXlvUI+VHvvmiwqa5l1iPkysZ6u0MNNhXcFw02RX3WI9CEHAkCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASErJRdCqVavi5ptvjj59+sShhx4aFRUV0aVLlzjppJPiqquuirlz52Y9IgAAkGPlWQ+wO+6///647LLL4t13393i49XV1VFdXR1PP/10LF68OB566KFsBgQAAHKvZCLo7rvvjosvvjjq6+vj4IMPjssuuyxOPfXU6NChQ7z55puxdOnSmDZtWrRq1SrrUQEAgBwriQhauHBhXHrppVFfXx99+/aNadOmxf7777/VesOHD4+ampoMJgQAAEpFSTwnaPjw4bFx48bo2LFjPPjgg9sMoAatW7duxskAAIBSk/sIWrRoUfz5z3+OiIjvfe970bFjx4wnAgAASlnuI+j+++8vLg8ZMqS4vHr16li8ePFWF0kAAADYkdxH0Lx58yIiYv/9948ePXrEb3/72/jkJz8ZHTp0iKqqqujYsWN069YtRo8eHWvWrMl4WgAAIO9yf2GEV155JSIijjjiiBg+fHj86le/2mqdZcuWxXXXXRcPPPBA/O///m906dJlt77GihUrdnh7dXX1bm0PAADIr9xH0HvvvRcRm58b9MILL8QBBxwQY8aMifPOOy/at28fL730UowaNSoeffTRePnll2PIkCHx5JNPRosWu36Qq2vXrk01PgAAkDO5j6C1a9dGRMTGjRujZcuW8eijj8bJJ59cvL1nz54xffr0GDhwYDz66KPx1FNPxYMPPhj/9m//ltXITapQW5v1CLlRVluf9Qi50qKukPUIuVFWl/UE+VHmv8k/1JdlPUFu1BXcF41trM/97lCz2VDweosNNhb8AN2b5f5/fZs2bYohNGTIkC0CqEGLFi3illtuiUcffTQiIqZOnbpbEbR8+fId3l5dXR29e/fejakBAIC8yn0E7bfffsUIOvvss7e73nHHHReHHXZYrFy5MubPn79bX6OysvIjzQgAAJSO3F8drvHzdXYWKw3rvv322006EwAAULpyH0HHHXdccbmubscn+jfcXl6e+wNcAABARnIfQZ/5zGeKy0uXLt3huq+++mpERBx22GFNOhMAAFC6ch9B5557brRqtflKJQ8++OB215s5c2a8++67ERHRt2/fZpkNAAAoPbmPoIMOOii+8Y1vRETEH//4x7j33nu3WufDDz+MESNGFN//1re+1VzjAQAAJSb3ERQRMXr06Dj88MMjIuLCCy+M4cOHx4wZM+LZZ5+NKVOmRO/eveP555+PiIjLLrssevXqleG0AABAnpXEFQQ6deoUjz32WJx77rmxZMmS+OUvfxm//OUvt1rvkksuiV/84hcZTAgAAJSKkjgSFBHRo0ePeP755+OWW26Jk046KTp06BCtW7eOysrK+PKXvxxPPPFETJ48ufj8IQAAgG0piSNBDdq2bRtXXnllXHnllVmPAgAAlKiSORIEAACwJ4ggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEhKedYDsJvq6rOeID/q3ReNlbk7ilrUZT1BfpS5L4oKdWVZj5AbtXX+BtpYbX3LrEfIjU0F90WDmkIh6xFoQn4KAgAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkp6QgaOXJklJWVFd/+8pe/ZD0SAACQcyUbQS+88EKMHz8+6zEAAIASU5IRVF9fH9/85jejtrY2Dj744KzHAQAASkhJRtB//ud/xvz586N79+4xbNiwrMcBAABKSMlF0PLly+OnP/1pRETcdttt0bp164wnAgAASknJRdB3vvOdWLNmTQwdOjT69euX9TgAAECJKakIuu+++2L69OnRoUOHuOWWW7IeBwAAKEHlWQ+wq95///24/PLLIyJi7Nix0alTpz227RUrVuzw9urq6j32tQAAgGyVTASNHDky3nzzzfj0pz+9xy+G0LVr1z26PQAAIL9KIoJmz54dkyZNivLy8rj99tujrKws65EyU9i0KesRcqOstj7rEXKlrK6Q9Qi5Ueah8Q8eFkUeF/9QW9cy6xFypaa+JHaHmsWG+lZZj5AbGwvp7m+mIPf/62tqauLSSy+NQqEQV1xxRRx//PF7/GssX758h7dXV1dH79699/jXBQAAml/uI+imm26KhQsXxuGHHx7XXnttk3yNysrKJtkuAACQP7m+OtyiRYviZz/7WURETJw4Mdq2bZvxRAAAQKnL9ZGg8ePHR01NTXTr1i3WrVsX995771brvPzyy8XlJ554It58882IiDjnnHNEEwAAsJVcR9DGjRsjIuLVV1+NCy64YKfrX3/99cXlZcuWiSAAAGAruT4dDgAAYE/LdQRNmTIlCoXCDt8aXyxhxowZxY8fccQR2Q0OAADkVq4jCAAAYE8TQQAAQFJEEAAAkBQRBAAAJKXkI+i6664rXgyhX79+WY8DAADkXMlHEAAAwO4QQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUsqzHoDdVFef9QT5Ue++aKystpD1CLlRVpf1BPnhvmikrizrCXKjvt590Vhtwd+EG2wq2DVssKHQMusRaEL+1wMAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJKYkIeu655+Kmm26Ks88+O7p27RoVFRXRrl27qKqqiosuuiiefPLJrEcEAABKRHnWA+zMaaedFrNmzdrq4zU1NbF48eJYvHhx/PrXv44LL7wwJk2aFK1bt85gSgAAoFTkPoJWrlwZERFdunSJIUOGRN++fePwww+Purq6mDt3bowbNy5WrlwZv/nNb6K2tjbuueeejCcGAADyLPcR1L1797jpppviS1/6UrRs2XKL204++eS48MILo0+fPvH3v/89pk6dGpdddln07ds3o2kBAIC8y/1zgqZPnx7nn3/+VgHUoGPHjjFu3Lji+w888EBzjQYAAJSg3EfQrujXr19xeenSpdkNAgAA5N5eEUE1NTXF5RYt9opvCQAAaCJ7RTHMnDmzuNy9e/cMJwEAAPIu9xdG2Jn6+voYM2ZM8f3zzz9/t7exYsWKHd5eXV2929sEAADyqeQjaPz48fH0009HRMTgwYOjZ8+eu72Nrl277umxAACAnCrpCJo5c2b88Ic/jIiIgw8+OG677baMJ2p6hdpNWY+QGy1q67MeIVfK6gtZj5Ab7ot/KKsvy3qE3Circ180qKvfK86G32Nq6rZ9BdoUbSiU9K7hHlUTHhd7s5J9pP/1r3+NwYMHR21tbVRUVMR9990XhxxyyL+0reXLl+/w9urq6ujdu/e/tG0AACBfSjKCli1bFmeddVasXr06WrZsGVOnTo3TTjvtX95eZWXlHpwOAADIs5I7Hv7GG2/EGWecEW+88UaUlZXFnXfeGYMHD856LAAAoESUVAStWrUqzjzzzHj11VcjImLixInx9a9/PeOpAACAUlIyEfTBBx/E5z73uXjllVciImLMmDHx3e9+N+OpAACAUlMSEbRu3boYMGBAPPfccxER8eMf/ziuvvrqjKcCAABKUe4jqKamJgYPHhxz5syJiIjLL788brjhhoynAgAASlXurw53wQUXxOOPPx4REaeffnoMGzYsXn755e2u37p166iqqmqu8QAAgBKT+wh68MEHi8tPPPFEfOITn9jh+h/72Mfitddea+KpAACAUpX70+EAAAD2pNwfCSoUClmPAAAA7EUcCQIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKeVZD8DuKdTVZT1CftS6LxprUVfIeoTcKPPQKHJfNOK/SFGhvizrEXKltuBvwg021rfKeoTc2FBvN3lv5n89AACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkJSSi6DXX389rrzyyujRo0e0bds2OnToEL17946f//znsW7duqzHAwAAcq486wF2xyOPPBJf/epX44MPPih+bN26dTF//vyYP39+TJo0Kf7whz9Et27dMpwSAADIs5I5EvTCCy/E+eefHx988EG0a9cubrzxxnjqqafiz3/+c3zzm9+MiIi//e1vMWDAgFizZk3G0wIAAHlVMkeCRowYEevWrYvy8vJ4/PHH45RTTinedvrpp8cxxxwTI0eOjEWLFsWtt94ao0aNynBaAAAgr0riSND8+fPjL3/5S0REDBs2bIsAavCDH/wgevToEREREyZMiE2bNjXniAAAQIkoiQh66KGHissXX3zxNtdp0aJFfP3rX4+IiNWrVxejCQAAoLGSiKAnn3wyIiLatm0bJ5544nbXO+2004rLs2fPbvK5AACA0lMSzwlauHBhREQcffTRUV6+/ZG7d+++1efsihUrVuzw9urq6l3eFgAAkG+5j6ANGzbEqlWrIiKisrJyh+seeOCB0bZt21i7dm0sX758l79G165dP9KMAABA6ch9BH344YfF5Xbt2u10/YYI2lsvk/3H+vuzHgEAAEpa7iNow4YNxeXWrVvvdP2KioqIiFi/fv0uf42dHTWqrq6O3r177/L2AACA/Mp9BLVp06a4XFNTs9P1N27cGBER++yzzy5/jZ2dZgcAAOw9cn91uP3226+4vCunuK1duzYidu3UOQAAID25j6A2bdpEx44dI2LnV3FbvXp1MYJc7AAAANiW3EdQRESPHj0iImLJkiVRW1u73fUWLVq01ecAAAA0VhIRdOqpp0bE5lPdnn322e2uN3PmzOJynz59mnwuAACg9JREBH3xi18sLt91113bXKe+vj7uvvvuiIg44IADon///s0xGgAAUGJKIoJ69+4dffv2jYiIyZMnx9y5c7daZ9y4cbFw4cKIiLj88sujVatWzTojAABQGnJ/iewGv/jFL6JPnz6xfv36OOuss+JHP/pR9O/fP9avXx/33ntv3HHHHRERUVVVFT/4wQ8ynhYAAMirkomgE044IX73u9/F1772tfh//+//xY9+9KOt1qmqqopHHnlki8tqAwAANFYSp8M1OOecc+LFF1+MK664IqqqqmLfffeNAw44IHr27Bljx46NBQsWxNFHH531mAAAQI6VFQqFQtZD5N2KFSuKrzu0fPnyqKyszHgiAABIQ1Psi5fUkSAAAICPSgQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRBAAAJEUEAQAASRFBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFLKsx6gFNTW1haXq6urM5wEAADS0nj/u/F++UchgnbBO++8U1zu3bt3hpMAAEC63nnnnTjiiCM+8nacDgcAACSlrFAoFLIeIu82bNgQL730UkREdOrUKcrLm/8AWnV1dfEo1NNPPx2dO3du9hnIJ48NtsXjgm3xuGB7PDbYlrw8Lmpra4tnZh1//PHRpk2bj7xNp8PtgjZt2kSvXr2yHqOoc+fOUVlZmfUY5JDHBtviccG2eFywPR4bbEvWj4s9cQpcY06HAwAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApXiwVAABIiiNBAABAUkQQAACQFBEEAAAkRQQBAABJEUEAAEBSRBAAAJAUEQQAACRFBAEAAEkRQQAAQFJEEAAAkBQRVAJef/31uPLKK6NHjx7Rtm3b6NChQ/Tu3Tt+/vOfx7p167Iej2b23HPPxU033RRnn312dO3aNSoqKqJdu3ZRVVUVF110UTz55JNZj0jOjBw5MsrKyopvf/nLX7IeiYysWrUqbr755ujTp08ceuihUVFREV26dImTTjoprrrqqpg7d27WI9LMampqYvLkyfH5z38+OnfuXPydcuyxx8Yll1wS8+bNy3pE9qC33347pk+fHqNGjYqzzz47OnbsWPzdcNFFF+329h577LE477zzorKyMioqKqKysjLOO++8eOyxx/b88HtagVybPn16Yf/99y9ExDbfjj322MLSpUuzHpNm8pnPfGa7j4XGbxdeeGFh48aNWY9LDjz//POF8vLyLR4fM2bMyHosMnDfffcVDjrooB3+7Bg0aFDWY9KMXn/99cLxxx+/098pV1xxRaG+vj7rcdkDdvTvPHTo0F3eTn19feHSSy/d4fYuvfTSXD9uypugq9hDXnjhhTj//PNj3bp10a5du7jmmmuif//+sX79+rj33nvjv//7v+Nvf/tbDBgwIObPnx/t2rXLemSa2MqVKyMiokuXLjFkyJDo27dvHH744VFXVxdz586NcePGxcqVK+M3v/lN1NbWxj333JPxxGSpvr4+vvnNb0ZtbW0cfPDB8fbbb2c9Ehm5++674+KLL476+vo4+OCD47LLLotTTz01OnToEG+++WYsXbo0pk2bFq1atcp6VJpJbW1tDBgwIF566aWIiPjEJz4R3//+9+PYY4+NDz/8MGbPnh3jxo2LtWvXxvjx46Nz585x1VVXZTw1e1LXrl2jR48e8fjjj+/25/7kJz+JO+64IyIiTjjhhBg5cmQcddRRsXTp0rj55ptjwYIFcccdd0SnTp3ihhtu2NOj7xlZVxjb169fv0JEFMrLywtPPfXUVrfffPPNxdoePXp0BhPS3AYMGFD43e9+V6itrd3m7e+8806hqqqq+LiYNWtWM09InowfP74QEYXu3bsXrrnmGkeCEvXKK68UKioqChFR6Nu3b+H999/f7rqOIKfjgQceKP5MOOWUU7b5e+WZZ54ptGrVqhARhQMPPLCwadOmDCZlTxo1alRh2rRphTfffLNQKBQKy5Yt2+0jQYsXLy6eYdCzZ8/CunXrtrh97dq1hZ49exb3YZcsWbKnv409wnOCcmr+/PnF8/aHDRsWp5xyylbr/OAHP4gePXpERMSECRNi06ZNzTkiGZg+fXqcf/750bJly23e3rFjxxg3blzx/QceeKC5RiNnli9fHj/96U8jIuK2226L1q1bZzwRWRk+fHhs3LgxOnbsGA8++GDsv//+213X4yQdc+bMKS5fc8012/y9cuKJJ8bAgQMjImL16tWxaNGiZpuPpjF69OgYOHBgHHLIIf/yNsaPHx+1tbURETFx4sTYZ599trh93333jYkTJ0bE5iOOEyZM+Je/VlMSQTn10EMPFZcvvvjiba7TokWL+PrXvx4Rm384ebIzERH9+vUrLi9dujS7QcjUd77znVizZk0MHTp0i8cEaVm0aFH8+c9/joiI733ve9GxY8eMJyIvampqisvdunXb7npHHXVUcXnjxo1NOhP5VygU4uGHH46IiO7du8fJJ5+8zfVOPvnkOPbYYyNi8z5toVBothl3lQjKqYYrfLVt2zZOPPHE7a532mmnFZdnz57d5HORf41/sbVo4b94iu67776YPn16dOjQIW655ZasxyFD999/f3F5yJAhxeXVq1fH4sWL4913381iLHKgqqqquPzqq69ud72GP6aVlZXFMccc0+RzkW/Lli0rPj+58T7otjTcvmLFinjttdeaerTdZg8ppxYuXBgREUcffXSUl2//+hXdu3ff6nNI28yZM4vLjR8fpOH999+Pyy+/PCIixo4dG506dcp4IrLUcHnj/fffP3r06BG//e1v45Of/GR06NAhqqqqomPHjtGtW7cYPXp0rFmzJuNpaU4XXHBBtG/fPiI2/6yoq6vbap0FCxbEI488EhERX/nKV4rrk67G+5o728fI+z6qCMqhDRs2xKpVqyIiorKycofrHnjggdG2bduI2PwcANJWX18fY8aMKb5//vnnZzgNWRg5cmS8+eab8elPfzqGDRuW9Thk7JVXXomIiCOOOCKGDx8eX/va1+LFF1/cYp1ly5bFddddF6ecckq88cYbWYxJBjp16hRTpkyJffbZJ+bMmRO9evWKu+++O+bNmxd/+tOfYvTo0XHaaadFTU1NfOpTn4pbb70165HJgcb7mjvbR+3ates2Py8vRFAOffjhh8XlXbnsdUME+Sse48ePj6effjoiIgYPHhw9e/bMeCKa0+zZs2PSpElRXl4et99+e5SVlWU9Ehl77733ImLzc4N+9atfxQEHHBC33357vP3227Fhw4aYP39+nH322RER8fLLL8eQIUOivr4+y5FpRoMHD45nnnkmhg0bFs8//3wMHTo0TjnllDjzzDPjuuuui3333TduvfXWmD17dhx66KFZj0sO7M4+asP+aUQ+91FFUA5t2LChuLwrV+qpqKiIiIj169c32Uzk38yZM+OHP/xhREQcfPDBcdttt2U8Ec2ppqYmLr300igUCnHFFVfE8ccfn/VI5MDatWsjYvMT2lu2bBmPPvpofOtb34pOnTpFRUVF9OzZM6ZPn14MoaeeeioefPDBLEemGW3atCnuueeemDZt2jafuP7WW2/F1KlTXXiJot3ZR23YP43I5z6qCMqhNm3aFJcbP8l9exqu1vLPlygkHX/9619j8ODBUVtbGxUVFXHfffd9pMtfUnpuuummWLhwYRx++OFx7bXXZj0OOdH498mQIUO2eSWnFi1abHEBjalTpzbLbGRr7dq1ccYZZ8SNN94Y7777bowcOTIWLlwYGzdujA8++CAef/zxOPXUU2P+/PlxzjnnxC9+8YusRyYHdmcftfHVBPO4jyqCcmi//fYrLu/K4cOGv/Ttyqlz7H2WLVsWZ511VqxevTpatmwZU6dO3ekVW9i7LFq0KH72s59FxObXbGh8CgJpa/z7pOFoz7Ycd9xxcdhhh0XE5tepY+937bXXxqxZsyIiYvLkyTF27Njo3r17tG7dOtq3bx9nnnlmzJgxI/r37x+FQiG+//3vb/V8MtKzO/uoDfunEfncR93+ZcfITJs2baJjx46xatWqWLFixQ7XXb16dfFB1vgJaKThjTfeiDPOOCPeeOONKCsrizvvvDMGDx6c9Vg0s/Hjx0dNTU1069Yt1q1bF/fee+9W67z88svF5SeeeCLefPPNiIg455xzRNNerGvXrsV/6115EvPKlSvj7bffbo7RyFChUIi77rorIjZfKnvo0KHbXK+8vDyuv/76OPXUU6O+vj7uuuuuGD9+fHOOSs40/jmys33UxhdDyOM+qgjKqR49esSTTz4ZS5Ysidra2u1eJrvxqzf36NGjucYjB1atWhVnnnlm8fUdJk6cWHzxXNLScMrBq6++GhdccMFO17/++uuLy8uWLRNBe7HjjjuueGRnW5dAbqzh9h29LAN7h7feeqt40YwTTjhhh+s2fq3CxvscpOnjH/94cXlnj4e876M6HS6nTj311IjYfCjx2Wef3e56jV8Tpk+fPk0+F/nwwQcfxOc+97ni5W/HjBkT3/3udzOeCsibz3zmM8Xlhhe93J6GP6g0nBbH3qtx6NbW1u5w3U2bNm3z80jTkUceGV26dImILfdBt6XhdMvDDjssjjjiiKYebbeJoJz64he/WFxuOGT9z+rr6+Puu++OiIgDDjgg+vfv3xyjkbF169bFgAED4rnnnouIiB//+Mdx9dVXZzwVWZoyZUoUCoUdvjW+WMKMGTOKH8/jLyb2nHPPPTdatWoVEbHDq77NnDkz3n333YiI6Nu3b7PMRnY6dOhQfOHTuXPn7jCEGu/oHnnkkU0+G/lWVlYWgwYNiojNR3oaXpD5n82bN694JGjQoEG5fMkGEZRTvXv3Lv4imjx5csydO3erdcaNG1d8Bd7LL7+8+IuOvVdNTU0MHjw45syZExGb/91vuOGGjKcC8uqggw6Kb3zjGxER8cc//nGbzxf78MMPY8SIEcX3v/WtbzXXeGSkRYsWMWDAgIjY/NzSG2+8cZvrrV69eos/sg0cOLBZ5iPfRowYUTwqOHz48K0uf71+/foYPnx4RGw+etj450uelBW2dWF4cmHBggXRp0+fWL9+fbRr1y5+9KMfRf/+/WP9+vVx7733xh133BERm5/U+Mwzz2xxxQ72Tl/60peKf809/fTTY8KECTv860rr1q2jqqqqucYjx6677roYPXp0RGw+EtSvX79sB6LZvPPOO9GzZ894/fXXo7y8PL797W/HeeedF+3bt4+XXnopxo4dW/yL7WWXXRb/9V//lfHENIdFixbFiSeeGOvWrYuIzRdJGTp0aHTr1i02bNgQ8+bNiwkTJsTrr78eERGf/exn409/+lOWI7MHzJ49O5YsWVJ8f9WqVXHVVVdFxOanVTT80aTBRRddtM3tXHPNNTFmzJiI2Py8squvvjqOOuqoWLp0aYwdOzYWLFhQXO+mm25qgu9kDyiQa//zP/9TaN++fSEitvlWVVVVWLx4cdZj0ky29zjY3tvHPvaxrEcmJ6699tri42LGjBlZj0Mze+WVVwpHH330Dn9eXHLJJYWampqsR6UZ/fGPfyx07Nhxp79LTj/99MJ7772X9bjsAUOHDt2t/YjtqaurK1xyySU7/Nxhw4YV6urqmvG72z1Oh8u5c845J1588cW44ooroqqqKvbdd9844IADomfPnsXSPvroo7MeE4Ac69GjRzz//PNxyy23xEknnRQdOnSI1q1bR2VlZXz5y1+OJ554IiZPnuy06sScccYZsWjRohg7dmz069cvOnXqFK1atYp99tknjjzyyDj//PPjoYceij/96U9x4IEHZj0uOdKiRYuYPHlyPPLIIzFo0KDo0qVLtG7dOrp06RKDBg2KP/zhDzFp0qRo0SK/qeF0OAAAICn5zTMAAIAmIIIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIiggCAACSIoIAAICkiCAAACApIggAAEiKCAIAAJIiggAAgKSIIAAAICkiCAAASIoIAgAAkiKCAACApIggAAAgKSIIAABIyv8H1mkkRQFo73kAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 413,
       "width": 416
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gdf = geopandas.read_file(\"lattice.shp\")\n",
    "gdf.plot(column=\"ID\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Regionalization\n",
    "\n",
    "With `reg-k-means`, we aggregate 100 simulated lattices into 20 regions.\n",
    "\n",
    "The model can then be solved:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.161800Z",
     "start_time": "2022-10-29T17:19:51.073539Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:11:59.781897Z",
     "iopub.status.busy": "2023-12-10T19:11:59.781414Z",
     "iopub.status.idle": "2023-12-10T19:11:59.852253Z",
     "shell.execute_reply": "2023-12-10T19:11:59.851531Z",
     "shell.execute_reply.started": "2023-12-10T19:11:59.781868Z"
    }
   },
   "outputs": [],
   "source": [
    "model = RegionKMeansHeuristic(data, 20, w)\n",
    "model.solve()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.177537Z",
     "start_time": "2022-10-29T17:19:51.172258Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:11:59.853913Z",
     "iopub.status.busy": "2023-12-10T19:11:59.853519Z",
     "iopub.status.idle": "2023-12-10T19:11:59.859461Z",
     "shell.execute_reply": "2023-12-10T19:11:59.858718Z",
     "shell.execute_reply.started": "2023-12-10T19:11:59.853864Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 2,  2,  2,  2,  2,  6, 14, 14, 19, 19, 15, 13, 13, 13, 13,  6,  6,\n",
       "       14, 14, 19, 15, 15, 16, 13, 17,  6,  0,  0, 14, 19, 15, 15, 16, 18,\n",
       "       18,  6,  0,  0,  0, 19, 16, 16, 16, 18,  8,  8,  0,  3, 19, 19, 10,\n",
       "       10, 10, 10,  8,  3,  3,  3, 12, 12, 10,  7, 10, 10,  8,  4,  3,  3,\n",
       "       12, 12,  7,  7,  7,  5,  5,  4,  4,  4, 12, 12, 11, 11, 11,  5,  5,\n",
       "        1,  1,  4, 12, 12, 11, 11, 11, 11,  5,  9,  1,  1,  1,  1])"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.labels_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.376182Z",
     "start_time": "2022-10-29T17:19:51.180843Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:11:59.861183Z",
     "iopub.status.busy": "2023-12-10T19:11:59.860835Z",
     "iopub.status.idle": "2023-12-10T19:12:00.025070Z",
     "shell.execute_reply": "2023-12-10T19:12:00.024321Z",
     "shell.execute_reply.started": "2023-12-10T19:11:59.861155Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 413,
       "width": 416
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gdf[\"region\"] = model.labels_\n",
    "gdf.plot(column=\"region\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The model solution results in 20 spatially connected regions. We can summarize which lattice belongs to which region:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.387758Z",
     "start_time": "2022-10-29T17:19:51.379475Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:00.026679Z",
     "iopub.status.busy": "2023-12-10T19:12:00.026273Z",
     "iopub.status.idle": "2023-12-10T19:12:00.033980Z",
     "shell.execute_reply": "2023-12-10T19:12:00.033115Z",
     "shell.execute_reply.started": "2023-12-10T19:12:00.026651Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[array([26, 27, 36, 37, 38, 46]),\n",
       " array([85, 86, 96, 97, 98, 99]),\n",
       " array([0, 1, 2, 3, 4]),\n",
       " array([47, 55, 56, 57, 66, 67]),\n",
       " array([65, 75, 76, 77, 87]),\n",
       " array([73, 74, 83, 84, 94]),\n",
       " array([ 5, 15, 16, 25, 35]),\n",
       " array([61, 70, 71, 72]),\n",
       " array([44, 45, 54, 64]),\n",
       " array([95]),\n",
       " array([50, 51, 52, 53, 60, 62, 63]),\n",
       " array([80, 81, 82, 90, 91, 92, 93]),\n",
       " array([58, 59, 68, 69, 78, 79, 88, 89]),\n",
       " array([11, 12, 13, 14, 23]),\n",
       " array([ 6,  7, 17, 18, 28]),\n",
       " array([10, 20, 21, 30, 31]),\n",
       " array([22, 32, 40, 41, 42]),\n",
       " array([24]),\n",
       " array([33, 34, 43]),\n",
       " array([ 8,  9, 19, 29, 39, 48, 49])]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "areas = numpy.arange(dim * dim)\n",
    "regions = [areas[model.labels_ == region] for region in range(20)]\n",
    "regions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "------------------------------------------------\n",
    "\n",
    "## 2. Large synthetic example\n",
    "\n",
    "### Create synthetic data\n",
    "\n",
    "Generate a 50 x 50 lattice with `spenc`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.452998Z",
     "start_time": "2022-10-29T17:19:51.390538Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:00.035595Z",
     "iopub.status.busy": "2023-12-10T19:12:00.035236Z",
     "iopub.status.idle": "2023-12-10T19:12:00.114394Z",
     "shell.execute_reply": "2023-12-10T19:12:00.113656Z",
     "shell.execute_reply.started": "2023-12-10T19:12:00.035570Z"
    }
   },
   "outputs": [
    {
     "data": {
      "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>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>POLYGON ((0.00000 0.00000, 1.00000 0.00000, 1....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>POLYGON ((0.00000 1.00000, 1.00000 1.00000, 1....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>POLYGON ((0.00000 2.00000, 1.00000 2.00000, 1....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>POLYGON ((0.00000 3.00000, 1.00000 3.00000, 1....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>POLYGON ((0.00000 4.00000, 1.00000 4.00000, 1....</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geometry\n",
       "0  POLYGON ((0.00000 0.00000, 1.00000 0.00000, 1....\n",
       "1  POLYGON ((0.00000 1.00000, 1.00000 1.00000, 1....\n",
       "2  POLYGON ((0.00000 2.00000, 1.00000 2.00000, 1....\n",
       "3  POLYGON ((0.00000 3.00000, 1.00000 3.00000, 1....\n",
       "4  POLYGON ((0.00000 4.00000, 1.00000 4.00000, 1...."
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from spopt.region.spenclib.utils import lattice\n",
    "\n",
    "hori, vert = 50, 50\n",
    "n_polys = hori * vert\n",
    "gdf = lattice(hori, vert)\n",
    "gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Generate some random attribute data values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.471106Z",
     "start_time": "2022-10-29T17:19:51.455627Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:00.116155Z",
     "iopub.status.busy": "2023-12-10T19:12:00.115668Z",
     "iopub.status.idle": "2023-12-10T19:12:00.128386Z",
     "shell.execute_reply": "2023-12-10T19:12:00.127723Z",
     "shell.execute_reply.started": "2023-12-10T19:12:00.116130Z"
    }
   },
   "outputs": [
    {
     "data": {
      "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>geometry</th>\n",
       "      <th>data_values_1</th>\n",
       "      <th>data_values_2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>POLYGON ((0.00000 0.00000, 1.00000 0.00000, 1....</td>\n",
       "      <td>0.929616</td>\n",
       "      <td>0.510240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>POLYGON ((0.00000 1.00000, 1.00000 1.00000, 1....</td>\n",
       "      <td>0.316376</td>\n",
       "      <td>0.483683</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>POLYGON ((0.00000 2.00000, 1.00000 2.00000, 1....</td>\n",
       "      <td>0.183919</td>\n",
       "      <td>0.686935</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>POLYGON ((0.00000 3.00000, 1.00000 3.00000, 1....</td>\n",
       "      <td>0.204560</td>\n",
       "      <td>0.441431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>POLYGON ((0.00000 4.00000, 1.00000 4.00000, 1....</td>\n",
       "      <td>0.567725</td>\n",
       "      <td>0.242545</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geometry  data_values_1  \\\n",
       "0  POLYGON ((0.00000 0.00000, 1.00000 0.00000, 1....       0.929616   \n",
       "1  POLYGON ((0.00000 1.00000, 1.00000 1.00000, 1....       0.316376   \n",
       "2  POLYGON ((0.00000 2.00000, 1.00000 2.00000, 1....       0.183919   \n",
       "3  POLYGON ((0.00000 3.00000, 1.00000 3.00000, 1....       0.204560   \n",
       "4  POLYGON ((0.00000 4.00000, 1.00000 4.00000, 1....       0.567725   \n",
       "\n",
       "   data_values_2  \n",
       "0       0.510240  \n",
       "1       0.483683  \n",
       "2       0.686935  \n",
       "3       0.441431  \n",
       "4       0.242545  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "numpy.random.seed(RANDOM_SEED)\n",
    "gdf[\"data_values_1\"] = numpy.random.random(n_polys)\n",
    "gdf[\"data_values_2\"] = numpy.random.random(n_polys)\n",
    "vals = [\"data_values_1\", \"data_values_2\"]\n",
    "gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Split into 2 artifical islands"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.929713Z",
     "start_time": "2022-10-29T17:19:51.474253Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:00.129717Z",
     "iopub.status.busy": "2023-12-10T19:12:00.129257Z",
     "iopub.status.idle": "2023-12-10T19:12:00.429637Z",
     "shell.execute_reply": "2023-12-10T19:12:00.428942Z",
     "shell.execute_reply.started": "2023-12-10T19:12:00.129695Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The weights matrix is not fully connected: \n",
      " There are 2 disconnected components.\n"
     ]
    }
   ],
   "source": [
    "gdf = pandas.concat([gdf[:1300], gdf[1500:]], ignore_index=True)\n",
    "with warnings.catch_warnings():\n",
    "    warnings.filterwarnings(\"error\")\n",
    "    try:\n",
    "        w = libpysal.weights.Rook.from_dataframe(gdf, use_index=False)\n",
    "    except UserWarning as e:\n",
    "        print(e)\n",
    "        with warnings.catch_warnings():\n",
    "            warnings.filterwarnings(\"ignore\")\n",
    "            w = libpysal.weights.Rook.from_dataframe(gdf, use_index=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Regionalization\n",
    "\n",
    "Partition into 8 regions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:11.313477Z",
     "start_time": "2022-10-29T17:19:51.932051Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:00.430993Z",
     "iopub.status.busy": "2023-12-10T19:12:00.430484Z",
     "iopub.status.idle": "2023-12-10T19:12:54.157842Z",
     "shell.execute_reply": "2023-12-10T19:12:54.156720Z",
     "shell.execute_reply.started": "2023-12-10T19:12:00.430967Z"
    }
   },
   "outputs": [],
   "source": [
    "numpy.random.seed(RANDOM_SEED)\n",
    "model = RegionKMeansHeuristic(gdf[vals].values, 8, w)\n",
    "model.solve()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:11.856698Z",
     "start_time": "2022-10-29T17:20:11.316730Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:54.159570Z",
     "iopub.status.busy": "2023-12-10T19:12:54.158984Z",
     "iopub.status.idle": "2023-12-10T19:12:54.725774Z",
     "shell.execute_reply": "2023-12-10T19:12:54.724962Z",
     "shell.execute_reply.started": "2023-12-10T19:12:54.159547Z"
    }
   },
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 813,
       "width": 817
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gdf[\"reg_k_mean\"] = model.labels_\n",
    "gdf.plot(\n",
    "    column=\"reg_k_mean\", categorical=True, cmap=\"tab20\", figsize=(10, 10), edgecolor=\"w\"\n",
    ");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "------------------------------------------------\n",
    "\n",
    "## 3. Empirical example (empircal geographies & synthetic atttributes)\n",
    "\n",
    "Read in Rio Grande do Sul, Brasil dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:12.176236Z",
     "start_time": "2022-10-29T17:20:11.859382Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:54.727212Z",
     "iopub.status.busy": "2023-12-10T19:12:54.726865Z",
     "iopub.status.idle": "2023-12-10T19:12:54.732564Z",
     "shell.execute_reply": "2023-12-10T19:12:54.731688Z",
     "shell.execute_reply.started": "2023-12-10T19:12:54.727191Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<libpysal.examples.base.Example at 0x163250500>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "libpysal.examples.load_example(\"Rio Grande do Sul\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:12.587250Z",
     "start_time": "2022-10-29T17:20:12.178629Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:54.734345Z",
     "iopub.status.busy": "2023-12-10T19:12:54.733779Z",
     "iopub.status.idle": "2023-12-10T19:12:55.284927Z",
     "shell.execute_reply": "2023-12-10T19:12:55.284127Z",
     "shell.execute_reply.started": "2023-12-10T19:12:54.734301Z"
    }
   },
   "outputs": [
    {
     "data": {
      "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>NM_MUNICIP</th>\n",
       "      <th>CD_GEOCMU</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ACEGUÁ</td>\n",
       "      <td>4300034</td>\n",
       "      <td>POLYGON ((-54.10940 -31.43316, -54.10889 -31.4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ÁGUA SANTA</td>\n",
       "      <td>4300059</td>\n",
       "      <td>POLYGON ((-51.98932 -28.12943, -51.98901 -28.1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AGUDO</td>\n",
       "      <td>4300109</td>\n",
       "      <td>POLYGON ((-53.13696 -29.49483, -53.13481 -29.4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AJURICABA</td>\n",
       "      <td>4300208</td>\n",
       "      <td>POLYGON ((-53.61993 -28.14569, -53.62100 -28.1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ALECRIM</td>\n",
       "      <td>4300307</td>\n",
       "      <td>POLYGON ((-54.77813 -27.58372, -54.77307 -27.5...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NM_MUNICIP CD_GEOCMU                                           geometry\n",
       "0      ACEGUÁ   4300034  POLYGON ((-54.10940 -31.43316, -54.10889 -31.4...\n",
       "1  ÁGUA SANTA   4300059  POLYGON ((-51.98932 -28.12943, -51.98901 -28.1...\n",
       "2       AGUDO   4300109  POLYGON ((-53.13696 -29.49483, -53.13481 -29.4...\n",
       "3   AJURICABA   4300208  POLYGON ((-53.61993 -28.14569, -53.62100 -28.1...\n",
       "4     ALECRIM   4300307  POLYGON ((-54.77813 -27.58372, -54.77307 -27.5..."
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rsbr = libpysal.examples.get_path(\"map_RS_BR.shp\")\n",
    "rsbr_gdf = geopandas.read_file(rsbr)\n",
    "rsbr_gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Generate some random attribute data values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:12.608292Z",
     "start_time": "2022-10-29T17:20:12.589739Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:55.286308Z",
     "iopub.status.busy": "2023-12-10T19:12:55.286037Z",
     "iopub.status.idle": "2023-12-10T19:12:55.304867Z",
     "shell.execute_reply": "2023-12-10T19:12:55.304091Z",
     "shell.execute_reply.started": "2023-12-10T19:12:55.286287Z"
    }
   },
   "outputs": [
    {
     "data": {
      "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>NM_MUNICIP</th>\n",
       "      <th>CD_GEOCMU</th>\n",
       "      <th>geometry</th>\n",
       "      <th>attr_1</th>\n",
       "      <th>attr_2</th>\n",
       "      <th>attr_3</th>\n",
       "      <th>attr_4</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ACEGUÁ</td>\n",
       "      <td>4300034</td>\n",
       "      <td>POLYGON ((-54.10940 -31.43316, -54.10889 -31.4...</td>\n",
       "      <td>0.929616</td>\n",
       "      <td>0.990111</td>\n",
       "      <td>0.978448</td>\n",
       "      <td>0.194226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ÁGUA SANTA</td>\n",
       "      <td>4300059</td>\n",
       "      <td>POLYGON ((-51.98932 -28.12943, -51.98901 -28.1...</td>\n",
       "      <td>0.316376</td>\n",
       "      <td>0.126155</td>\n",
       "      <td>0.004249</td>\n",
       "      <td>0.245969</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AGUDO</td>\n",
       "      <td>4300109</td>\n",
       "      <td>POLYGON ((-53.13696 -29.49483, -53.13481 -29.4...</td>\n",
       "      <td>0.183919</td>\n",
       "      <td>0.976601</td>\n",
       "      <td>0.559856</td>\n",
       "      <td>0.018801</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AJURICABA</td>\n",
       "      <td>4300208</td>\n",
       "      <td>POLYGON ((-53.61993 -28.14569, -53.62100 -28.1...</td>\n",
       "      <td>0.204560</td>\n",
       "      <td>0.229106</td>\n",
       "      <td>0.751780</td>\n",
       "      <td>0.427996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ALECRIM</td>\n",
       "      <td>4300307</td>\n",
       "      <td>POLYGON ((-54.77813 -27.58372, -54.77307 -27.5...</td>\n",
       "      <td>0.567725</td>\n",
       "      <td>0.186056</td>\n",
       "      <td>0.390045</td>\n",
       "      <td>0.179598</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NM_MUNICIP CD_GEOCMU                                           geometry  \\\n",
       "0      ACEGUÁ   4300034  POLYGON ((-54.10940 -31.43316, -54.10889 -31.4...   \n",
       "1  ÁGUA SANTA   4300059  POLYGON ((-51.98932 -28.12943, -51.98901 -28.1...   \n",
       "2       AGUDO   4300109  POLYGON ((-53.13696 -29.49483, -53.13481 -29.4...   \n",
       "3   AJURICABA   4300208  POLYGON ((-53.61993 -28.14569, -53.62100 -28.1...   \n",
       "4     ALECRIM   4300307  POLYGON ((-54.77813 -27.58372, -54.77307 -27.5...   \n",
       "\n",
       "     attr_1    attr_2    attr_3    attr_4  \n",
       "0  0.929616  0.990111  0.978448  0.194226  \n",
       "1  0.316376  0.126155  0.004249  0.245969  \n",
       "2  0.183919  0.976601  0.559856  0.018801  \n",
       "3  0.204560  0.229106  0.751780  0.427996  \n",
       "4  0.567725  0.186056  0.390045  0.179598  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "n_polys = rsbr_gdf.shape[0]\n",
    "numpy.random.seed(RANDOM_SEED)\n",
    "attr_cols = [\"attr_1\", \"attr_2\", \"attr_3\", \"attr_4\"]\n",
    "for attr_col in attr_cols:\n",
    "    rsbr_gdf[attr_col] = numpy.random.random(n_polys)\n",
    "rsbr_gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Enforce fuzzy contiguity due to [nonplanar-geometries](https://pysal.org/libpysal/notebooks/weights.html#Handling-nonplanar-geometries)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:12.688416Z",
     "start_time": "2022-10-29T17:20:12.610354Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:55.309410Z",
     "iopub.status.busy": "2023-12-10T19:12:55.309135Z",
     "iopub.status.idle": "2023-12-10T19:12:55.404115Z",
     "shell.execute_reply": "2023-12-10T19:12:55.403258Z",
     "shell.execute_reply.started": "2023-12-10T19:12:55.309393Z"
    }
   },
   "outputs": [],
   "source": [
    "rsbr_w = libpysal.weights.fuzzy_contiguity(rsbr_gdf)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Partition into 2 regions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:20.460527Z",
     "start_time": "2022-10-29T17:20:12.691532Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:12:55.405277Z",
     "iopub.status.busy": "2023-12-10T19:12:55.404911Z",
     "iopub.status.idle": "2023-12-10T19:13:06.044942Z",
     "shell.execute_reply": "2023-12-10T19:13:06.043873Z",
     "shell.execute_reply.started": "2023-12-10T19:12:55.405256Z"
    }
   },
   "outputs": [],
   "source": [
    "numpy.random.seed(RANDOM_SEED)\n",
    "model = RegionKMeansHeuristic(rsbr_gdf[attr_cols].values, 2, rsbr_w)\n",
    "model.solve()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:21.125372Z",
     "start_time": "2022-10-29T17:20:20.463669Z"
    },
    "execution": {
     "iopub.execute_input": "2023-12-10T19:13:06.046690Z",
     "iopub.status.busy": "2023-12-10T19:13:06.046175Z",
     "iopub.status.idle": "2023-12-10T19:13:06.619304Z",
     "shell.execute_reply": "2023-12-10T19:13:06.618454Z",
     "shell.execute_reply.started": "2023-12-10T19:13:06.046667Z"
    }
   },
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 622,
       "width": 640
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "rsbr_gdf[\"reg_k_mean\"] = model.labels_\n",
    "rsbr_gdf.plot(\n",
    "    column=\"reg_k_mean\", categorical=True, cmap=\"tab20\", figsize=(8, 8), edgecolor=\"w\"\n",
    ").axis(\"off\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "-----------------"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:py312_spopt]",
   "language": "python",
   "name": "conda-env-py312_spopt-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}