{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Instantiation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import geopandas\n",
    "import pandas\n",
    "import starepandas\n",
    "import pystare\n",
    "import shapely\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Points"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating a naive dataframe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "cities = ['Buenos Aires', 'Brasilia', 'Santiago', 'Bogota', 'Caracas']\n",
    "countries = ['Argentina', 'Brazil', 'Chile', 'Colombia', 'Venezuela']\n",
    "latitudes = [-34.58, -15.78, -33.45, 4.60, 10.48]\n",
    "longitudes = [-58.66, -47.91, -70.66, -74.08, -66.86]\n",
    "data =  {'City': cities,  'Country': countries, \n",
    "         'Latitude': latitudes, 'Longitude': longitudes}\n",
    "\n",
    "df = pandas.DataFrame(data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating a geodataframe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "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>City</th>\n",
       "      <th>Country</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Buenos Aires</td>\n",
       "      <td>Argentina</td>\n",
       "      <td>-34.58</td>\n",
       "      <td>-58.66</td>\n",
       "      <td>POINT (-58.66000 -34.58000)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Brasilia</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>-15.78</td>\n",
       "      <td>-47.91</td>\n",
       "      <td>POINT (-47.91000 -15.78000)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Santiago</td>\n",
       "      <td>Chile</td>\n",
       "      <td>-33.45</td>\n",
       "      <td>-70.66</td>\n",
       "      <td>POINT (-70.66000 -33.45000)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bogota</td>\n",
       "      <td>Colombia</td>\n",
       "      <td>4.60</td>\n",
       "      <td>-74.08</td>\n",
       "      <td>POINT (-74.08000 4.60000)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Caracas</td>\n",
       "      <td>Venezuela</td>\n",
       "      <td>10.48</td>\n",
       "      <td>-66.86</td>\n",
       "      <td>POINT (-66.86000 10.48000)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           City    Country  Latitude  Longitude                     geometry\n",
       "0  Buenos Aires  Argentina    -34.58     -58.66  POINT (-58.66000 -34.58000)\n",
       "1      Brasilia     Brazil    -15.78     -47.91  POINT (-47.91000 -15.78000)\n",
       "2      Santiago      Chile    -33.45     -70.66  POINT (-70.66000 -33.45000)\n",
       "3        Bogota   Colombia      4.60     -74.08    POINT (-74.08000 4.60000)\n",
       "4       Caracas  Venezuela     10.48     -66.86   POINT (-66.86000 10.48000)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geom = geopandas.points_from_xy(df.Longitude, df.Latitude)\n",
    "gdf = geopandas.GeoDataFrame(df, geometry=geom)\n",
    "gdf"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating sids"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Those are all identical\n",
    "sids = starepandas.sids_from_xy(df.Longitude, df.Latitude, level=5)\n",
    "sids = starepandas.sids_from_xy_df(gdf, num_workers=2, level=5)\n",
    "#sids = starepandas.sids_from_gdf(gdf, level=5)\n",
    "\n",
    "sdf = starepandas.STAREDataFrame(gdf)\n",
    "sdf.set_sids(sids, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "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>City</th>\n",
       "      <th>Country</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>geometry</th>\n",
       "      <th>tids</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Buenos Aires</td>\n",
       "      <td>Argentina</td>\n",
       "      <td>-34.58</td>\n",
       "      <td>-58.66</td>\n",
       "      <td>POINT (-58.66000 -34.58000)</td>\n",
       "      <td>2663379193440875365</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Brasilia</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>-15.78</td>\n",
       "      <td>-47.91</td>\n",
       "      <td>POINT (-47.91000 -15.78000)</td>\n",
       "      <td>2867415364672350629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Santiago</td>\n",
       "      <td>Chile</td>\n",
       "      <td>-33.45</td>\n",
       "      <td>-70.66</td>\n",
       "      <td>POINT (-70.66000 -33.45000)</td>\n",
       "      <td>2723774768829278533</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bogota</td>\n",
       "      <td>Colombia</td>\n",
       "      <td>4.60</td>\n",
       "      <td>-74.08</td>\n",
       "      <td>POINT (-74.08000 4.60000)</td>\n",
       "      <td>2667981979956219493</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Caracas</td>\n",
       "      <td>Venezuela</td>\n",
       "      <td>10.48</td>\n",
       "      <td>-66.86</td>\n",
       "      <td>POINT (-66.86000 10.48000)</td>\n",
       "      <td>2494081632617553381</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           City    Country  Latitude  Longitude                     geometry  \\\n",
       "0  Buenos Aires  Argentina    -34.58     -58.66  POINT (-58.66000 -34.58000)   \n",
       "1      Brasilia     Brazil    -15.78     -47.91  POINT (-47.91000 -15.78000)   \n",
       "2      Santiago      Chile    -33.45     -70.66  POINT (-70.66000 -33.45000)   \n",
       "3        Bogota   Colombia      4.60     -74.08    POINT (-74.08000 4.60000)   \n",
       "4       Caracas  Venezuela     10.48     -66.86   POINT (-66.86000 10.48000)   \n",
       "\n",
       "                  tids  \n",
       "0  2663379193440875365  \n",
       "1  2867415364672350629  \n",
       "2  2723774768829278533  \n",
       "3  2667981979956219493  \n",
       "4  2494081632617553381  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:11.749038Z",
     "iopub.status.busy": "2022-09-15T05:06:11.748787Z",
     "iopub.status.idle": "2022-09-15T05:06:11.759888Z",
     "shell.execute_reply": "2022-09-15T05:06:11.759397Z"
    }
   },
   "outputs": [],
   "source": [
    "trixels = sdf.make_trixels()\n",
    "sdf.set_trixels(trixels, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:11.761883Z",
     "iopub.status.busy": "2022-09-15T05:06:11.761643Z",
     "iopub.status.idle": "2022-09-15T05:06:11.765402Z",
     "shell.execute_reply": "2022-09-15T05:06:11.765065Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    2663379193440875365\n",
       "1    2867415364672350629\n",
       "2    2723774768829278533\n",
       "3    2667981979956219493\n",
       "4    2494081632617553381\n",
       "Name: sids, dtype: int64"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sdf.sids"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:11.767401Z",
     "iopub.status.busy": "2022-09-15T05:06:11.767180Z",
     "iopub.status.idle": "2022-09-15T05:06:11.772350Z",
     "shell.execute_reply": "2022-09-15T05:06:11.771833Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    POINT (-58.66000 -34.58000)\n",
       "1    POINT (-47.91000 -15.78000)\n",
       "2    POINT (-70.66000 -33.45000)\n",
       "3      POINT (-74.08000 4.60000)\n",
       "4     POINT (-66.86000 10.48000)\n",
       "Name: geometry, dtype: geometry"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sdf.geometry"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:11.774508Z",
     "iopub.status.busy": "2022-09-15T05:06:11.774274Z",
     "iopub.status.idle": "2022-09-15T05:06:11.784896Z",
     "shell.execute_reply": "2022-09-15T05:06:11.784123Z"
    }
   },
   "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>City</th>\n",
       "      <th>Country</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>geometry</th>\n",
       "      <th>sids</th>\n",
       "      <th>trixels</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Buenos Aires</td>\n",
       "      <td>Argentina</td>\n",
       "      <td>-34.58</td>\n",
       "      <td>-58.66</td>\n",
       "      <td>POINT (-58.66000 -34.58000)</td>\n",
       "      <td>2663379193440875365</td>\n",
       "      <td>POLYGON ((-59.87026 -34.71551, -56.40359 -35.1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Brasilia</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>-15.78</td>\n",
       "      <td>-47.91</td>\n",
       "      <td>POINT (-47.91000 -15.78000)</td>\n",
       "      <td>2867415364672350629</td>\n",
       "      <td>POLYGON ((-49.47476 -12.22984, -51.65012 -15.8...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Santiago</td>\n",
       "      <td>Chile</td>\n",
       "      <td>-33.45</td>\n",
       "      <td>-70.66</td>\n",
       "      <td>POINT (-70.66000 -33.45000)</td>\n",
       "      <td>2723774768829278533</td>\n",
       "      <td>POLYGON ((-71.62565 -35.43810, -69.94333 -32.7...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bogota</td>\n",
       "      <td>Colombia</td>\n",
       "      <td>4.60</td>\n",
       "      <td>-74.08</td>\n",
       "      <td>POINT (-74.08000 4.60000)</td>\n",
       "      <td>2667981979956219493</td>\n",
       "      <td>POLYGON ((-75.23698 2.57332, -73.80858 5.00265...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Caracas</td>\n",
       "      <td>Venezuela</td>\n",
       "      <td>10.48</td>\n",
       "      <td>-66.86</td>\n",
       "      <td>POINT (-66.86000 10.48000)</td>\n",
       "      <td>2494081632617553381</td>\n",
       "      <td>POLYGON ((-67.79536 8.98813, -66.27210 11.3867...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           City    Country  Latitude  Longitude                     geometry  \\\n",
       "0  Buenos Aires  Argentina    -34.58     -58.66  POINT (-58.66000 -34.58000)   \n",
       "1      Brasilia     Brazil    -15.78     -47.91  POINT (-47.91000 -15.78000)   \n",
       "2      Santiago      Chile    -33.45     -70.66  POINT (-70.66000 -33.45000)   \n",
       "3        Bogota   Colombia      4.60     -74.08    POINT (-74.08000 4.60000)   \n",
       "4       Caracas  Venezuela     10.48     -66.86   POINT (-66.86000 10.48000)   \n",
       "\n",
       "                  sids                                            trixels  \n",
       "0  2663379193440875365  POLYGON ((-59.87026 -34.71551, -56.40359 -35.1...  \n",
       "1  2867415364672350629  POLYGON ((-49.47476 -12.22984, -51.65012 -15.8...  \n",
       "2  2723774768829278533  POLYGON ((-71.62565 -35.43810, -69.94333 -32.7...  \n",
       "3  2667981979956219493  POLYGON ((-75.23698 2.57332, -73.80858 5.00265...  \n",
       "4  2494081632617553381  POLYGON ((-67.79536 8.98813, -66.27210 11.3867...  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sdf"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Some plotting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:11.787017Z",
     "iopub.status.busy": "2022-09-15T05:06:11.786731Z",
     "iopub.status.idle": "2022-09-15T05:06:11.992307Z",
     "shell.execute_reply": "2022-09-15T05:06:11.991712Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "ax.grid(True)\n",
    "\n",
    "sdf.plot(ax=ax)\n",
    "sdf.plot(ax=ax, trixels=True)\n",
    "sdf.plot(ax=ax, trixels=False, color='r')\n",
    "\n",
    "sdf.plot(ax=ax, column='City')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## From granule"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Bootstrap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:11.994593Z",
     "iopub.status.busy": "2022-09-15T05:06:11.994359Z",
     "iopub.status.idle": "2022-09-15T05:06:13.052177Z",
     "shell.execute_reply": "2022-09-15T05:06:13.051637Z"
    }
   },
   "outputs": [],
   "source": [
    "fname = '../tests/data/granules/MOD05_L2.A2019336.0000.061.2019336211522.hdf'\n",
    "modis = starepandas.read_granule(fname, \n",
    "                                 add_sids=True,\n",
    "                                 adapt_resolution=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Use Sidecar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:13.054714Z",
     "iopub.status.busy": "2022-09-15T05:06:13.054471Z",
     "iopub.status.idle": "2022-09-15T05:06:13.099915Z",
     "shell.execute_reply": "2022-09-15T05:06:13.099493Z"
    }
   },
   "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>sids</th>\n",
       "      <th>Scan_Start_Time</th>\n",
       "      <th>Solar_Zenith</th>\n",
       "      <th>Solar_Azimuth</th>\n",
       "      <th>Sensor_Zenith</th>\n",
       "      <th>Sensor_Azimuth</th>\n",
       "      <th>Water_Vapor_Infrared</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4298473764500464809</td>\n",
       "      <td>8.493984e+08</td>\n",
       "      <td>147.089997</td>\n",
       "      <td>-22.959999</td>\n",
       "      <td>65.339999</td>\n",
       "      <td>-89.519998</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>4298458168380511209</td>\n",
       "      <td>8.493984e+08</td>\n",
       "      <td>146.999997</td>\n",
       "      <td>-23.539999</td>\n",
       "      <td>64.719999</td>\n",
       "      <td>-89.799998</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4297394569014717897</td>\n",
       "      <td>8.493984e+08</td>\n",
       "      <td>146.919997</td>\n",
       "      <td>-24.099999</td>\n",
       "      <td>64.109999</td>\n",
       "      <td>-90.079998</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4297300698872999369</td>\n",
       "      <td>8.493984e+08</td>\n",
       "      <td>146.839997</td>\n",
       "      <td>-24.639999</td>\n",
       "      <td>63.509999</td>\n",
       "      <td>-90.339998</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4297290857922121161</td>\n",
       "      <td>8.493984e+08</td>\n",
       "      <td>146.759997</td>\n",
       "      <td>-25.159999</td>\n",
       "      <td>62.909999</td>\n",
       "      <td>-90.589998</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109615</th>\n",
       "      <td>3727686638370615689</td>\n",
       "      <td>8.493987e+08</td>\n",
       "      <td>121.569997</td>\n",
       "      <td>-74.679998</td>\n",
       "      <td>62.229999</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109616</th>\n",
       "      <td>3727661374545790857</td>\n",
       "      <td>8.493987e+08</td>\n",
       "      <td>121.469997</td>\n",
       "      <td>-75.049998</td>\n",
       "      <td>62.819999</td>\n",
       "      <td>47.719999</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109617</th>\n",
       "      <td>3727838256925064969</td>\n",
       "      <td>8.493987e+08</td>\n",
       "      <td>121.369997</td>\n",
       "      <td>-75.439998</td>\n",
       "      <td>63.419999</td>\n",
       "      <td>47.429999</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109618</th>\n",
       "      <td>3727843063731949801</td>\n",
       "      <td>8.493987e+08</td>\n",
       "      <td>121.259997</td>\n",
       "      <td>-75.829998</td>\n",
       "      <td>64.019999</td>\n",
       "      <td>47.139999</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109619</th>\n",
       "      <td>3727853163225616425</td>\n",
       "      <td>8.493987e+08</td>\n",
       "      <td>121.149997</td>\n",
       "      <td>-76.249998</td>\n",
       "      <td>64.639999</td>\n",
       "      <td>46.819999</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>109620 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                       sids  Scan_Start_Time  Solar_Zenith  Solar_Azimuth  \\\n",
       "0       4298473764500464809     8.493984e+08    147.089997     -22.959999   \n",
       "1       4298458168380511209     8.493984e+08    146.999997     -23.539999   \n",
       "2       4297394569014717897     8.493984e+08    146.919997     -24.099999   \n",
       "3       4297300698872999369     8.493984e+08    146.839997     -24.639999   \n",
       "4       4297290857922121161     8.493984e+08    146.759997     -25.159999   \n",
       "...                     ...              ...           ...            ...   \n",
       "109615  3727686638370615689     8.493987e+08    121.569997     -74.679998   \n",
       "109616  3727661374545790857     8.493987e+08    121.469997     -75.049998   \n",
       "109617  3727838256925064969     8.493987e+08    121.369997     -75.439998   \n",
       "109618  3727843063731949801     8.493987e+08    121.259997     -75.829998   \n",
       "109619  3727853163225616425     8.493987e+08    121.149997     -76.249998   \n",
       "\n",
       "        Sensor_Zenith  Sensor_Azimuth  Water_Vapor_Infrared  \n",
       "0           65.339999      -89.519998                   NaN  \n",
       "1           64.719999      -89.799998                   NaN  \n",
       "2           64.109999      -90.079998                   NaN  \n",
       "3           63.509999      -90.339998                   NaN  \n",
       "4           62.909999      -90.589998                   NaN  \n",
       "...               ...             ...                   ...  \n",
       "109615      62.229999       47.999999                   NaN  \n",
       "109616      62.819999       47.719999                   NaN  \n",
       "109617      63.419999       47.429999                   NaN  \n",
       "109618      64.019999       47.139999                   NaN  \n",
       "109619      64.639999       46.819999                   NaN  \n",
       "\n",
       "[109620 rows x 7 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "modis = starepandas.read_granule(fname, sidecar=True)\n",
    "modis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Polygons"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### US State"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:13.102177Z",
     "iopub.status.busy": "2022-09-15T05:06:13.101936Z",
     "iopub.status.idle": "2022-09-15T05:06:16.153190Z",
     "shell.execute_reply": "2022-09-15T05:06:16.152569Z"
    }
   },
   "outputs": [],
   "source": [
    "us = geopandas.read_file('../tests/data/tl_2017_us_state.gpkg')\n",
    "us = us.to_crs('EPSG:4326')\n",
    "us['geom_simple'] = us.simplify(0.002)\n",
    "us.set_geometry('geom_simple', inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:16.155626Z",
     "iopub.status.busy": "2022-09-15T05:06:16.155400Z",
     "iopub.status.idle": "2022-09-15T05:06:20.998482Z",
     "shell.execute_reply": "2022-09-15T05:06:20.997981Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'geom_simple'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stare = starepandas.sids_from_gdf(us, level=7, force_ccw=True)\n",
    "us = starepandas.STAREDataFrame(us, sids=stare)\n",
    "us.add_trixels(inplace=True)\n",
    "us._geometry_column_name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:21.000701Z",
     "iopub.status.busy": "2022-09-15T05:06:21.000464Z",
     "iopub.status.idle": "2022-09-15T05:06:21.133061Z",
     "shell.execute_reply": "2022-09-15T05:06:21.132535Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "ax.grid(True)\n",
    "\n",
    "state = us[us.NAME=='California']\n",
    "state.plot(ax=ax, trixels=True, boundary=True, color='y', zorder=0)\n",
    "state.plot(ax=ax, trixels=False, facecolor=\"none\", edgecolor='blue', zorder=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Africa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:21.135238Z",
     "iopub.status.busy": "2022-09-15T05:06:21.134972Z",
     "iopub.status.idle": "2022-09-15T05:06:21.165699Z",
     "shell.execute_reply": "2022-09-15T05:06:21.165156Z"
    }
   },
   "outputs": [],
   "source": [
    "world = geopandas.read_file(geopandas.datasets.get_path('naturalearth_lowres'))\n",
    "world.sort_values(by='name', inplace=True)\n",
    "africa = world[world.continent=='Africa']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:21.168075Z",
     "iopub.status.busy": "2022-09-15T05:06:21.167857Z",
     "iopub.status.idle": "2022-09-15T05:06:27.062090Z",
     "shell.execute_reply": "2022-09-15T05:06:27.061414Z"
    }
   },
   "outputs": [],
   "source": [
    "stare = starepandas.sids_from_gdf(africa, level=7, force_ccw=True)\n",
    "africa = starepandas.STAREDataFrame(africa, sids=stare)\n",
    "trixels = africa.make_trixels()\n",
    "africa.set_trixels(trixels, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:27.065012Z",
     "iopub.status.busy": "2022-09-15T05:06:27.064738Z",
     "iopub.status.idle": "2022-09-15T05:06:27.213426Z",
     "shell.execute_reply": "2022-09-15T05:06:27.212770Z"
    }
   },
   "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>pop_est</th>\n",
       "      <th>continent</th>\n",
       "      <th>name</th>\n",
       "      <th>iso_a3</th>\n",
       "      <th>gdp_md_est</th>\n",
       "      <th>geometry</th>\n",
       "      <th>sids</th>\n",
       "      <th>trixels</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>40969443</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Algeria</td>\n",
       "      <td>DZA</td>\n",
       "      <td>609400.0</td>\n",
       "      <td>POLYGON ((-8.68440 27.39574, -8.66512 27.58948...</td>\n",
       "      <td>[4485585228861014020, 4490651778441805829, 449...</td>\n",
       "      <td>MULTIPOLYGON (((0.00000 35.26439, -4.26668 28....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>29310273</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Angola</td>\n",
       "      <td>AGO</td>\n",
       "      <td>189000.0</td>\n",
       "      <td>MULTIPOLYGON (((12.99552 -4.78110, 12.63161 -4...</td>\n",
       "      <td>[4464228315003092999, 4464263499375181831, 446...</td>\n",
       "      <td>MULTIPOLYGON (((12.02286 -4.04284, 12.42307 -4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>11038805</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Benin</td>\n",
       "      <td>BEN</td>\n",
       "      <td>24310.0</td>\n",
       "      <td>POLYGON ((2.69170 6.25882, 1.86524 6.14216, 1....</td>\n",
       "      <td>[4415849803380948999, 4416096093985570823, 441...</td>\n",
       "      <td>MULTIPOLYGON (((2.28947 6.63805, 1.35273 6.753...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2214858</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Botswana</td>\n",
       "      <td>BWA</td>\n",
       "      <td>35900.0</td>\n",
       "      <td>POLYGON ((29.43219 -22.09131, 28.01724 -22.827...</td>\n",
       "      <td>[21392098230009861, 21955048183431173, 2589569...</td>\n",
       "      <td>MULTIPOLYGON (((24.29559 -19.47089, 22.03163 -...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>20107509</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Burkina Faso</td>\n",
       "      <td>BFA</td>\n",
       "      <td>32990.0</td>\n",
       "      <td>POLYGON ((-5.40434 10.37074, -5.47056 10.95127...</td>\n",
       "      <td>[4500503402626678790, 4500644140115034118, 450...</td>\n",
       "      <td>MULTIPOLYGON (((0.33681 14.05776, -1.65941 14....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>11466756</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Burundi</td>\n",
       "      <td>BDI</td>\n",
       "      <td>7892.0</td>\n",
       "      <td>POLYGON ((30.46967 -2.41385, 30.52766 -2.80762...</td>\n",
       "      <td>[4393402173988274183, 4393437358360363015, 439...</td>\n",
       "      <td>MULTIPOLYGON (((29.82200 -2.10228, 30.24394 -2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>24994885</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Cameroon</td>\n",
       "      <td>CMR</td>\n",
       "      <td>77240.0</td>\n",
       "      <td>POLYGON ((14.49579 12.85940, 14.89336 12.21905...</td>\n",
       "      <td>[4413668372311441414, 4413809109799796742, 441...</td>\n",
       "      <td>MULTIPOLYGON (((11.63286 5.39078, 12.33798 4.1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>5625118</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Central African Rep.</td>\n",
       "      <td>CAF</td>\n",
       "      <td>3206.0</td>\n",
       "      <td>POLYGON ((27.37423 5.23394, 27.04407 5.12785, ...</td>\n",
       "      <td>[4368491638549381126, 4521614025879977990, 452...</td>\n",
       "      <td>MULTIPOLYGON (((15.35858 4.85021, 16.17868 3.5...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>12075985</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Chad</td>\n",
       "      <td>TCD</td>\n",
       "      <td>30590.0</td>\n",
       "      <td>POLYGON ((23.83766 19.58047, 23.88689 15.61084...</td>\n",
       "      <td>[4594234569871327237, 4596486369685012485, 460...</td>\n",
       "      <td>MULTIPOLYGON (((20.83798 11.25168, 16.43269 11...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>4954674</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Congo</td>\n",
       "      <td>COG</td>\n",
       "      <td>30270.0</td>\n",
       "      <td>POLYGON ((18.45307 3.50439, 18.39379 2.90044, ...</td>\n",
       "      <td>[4432949408216121350, 4433230883192832006, 443...</td>\n",
       "      <td>MULTIPOLYGON (((14.68006 0.27864, 16.65430 -0....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>24184810</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Côte d'Ivoire</td>\n",
       "      <td>CIV</td>\n",
       "      <td>87120.0</td>\n",
       "      <td>POLYGON ((-8.02994 10.20653, -7.89959 10.29738...</td>\n",
       "      <td>[4400579785894395909, 4402831585708081158, 447...</td>\n",
       "      <td>MULTIPOLYGON (((-7.09785 7.70991, -5.69224 5.2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>83301151</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Dem. Rep. Congo</td>\n",
       "      <td>COD</td>\n",
       "      <td>66010.0</td>\n",
       "      <td>POLYGON ((29.34000 -4.49998, 29.51999 -5.41998...</td>\n",
       "      <td>[4370743438363066372, 4372995238176751620, 437...</td>\n",
       "      <td>MULTIPOLYGON (((21.90167 -5.46143, 26.06155 -1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>865267</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Djibouti</td>\n",
       "      <td>DJI</td>\n",
       "      <td>3345.0</td>\n",
       "      <td>POLYGON ((42.35156 12.54223, 42.77964 12.45542...</td>\n",
       "      <td>[4111927197277618183, 4111997566021795847, 411...</td>\n",
       "      <td>MULTIPOLYGON (((43.07350 11.08592, 43.57883 11...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>97041072</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Egypt</td>\n",
       "      <td>EGY</td>\n",
       "      <td>1105000.0</td>\n",
       "      <td>POLYGON ((36.86623 22.00000, 32.90000 22.00000...</td>\n",
       "      <td>[4582975570802900997, 4584101470709743621, 451...</td>\n",
       "      <td>MULTIPOLYGON (((32.69945 23.66892, 31.46284 27...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>778358</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Eq. Guinea</td>\n",
       "      <td>GNQ</td>\n",
       "      <td>31770.0</td>\n",
       "      <td>POLYGON ((9.64916 2.28387, 11.27645 2.26105, 1...</td>\n",
       "      <td>[4414653534729928711, 4414688719102017543, 441...</td>\n",
       "      <td>MULTIPOLYGON (((10.73117 0.86207, 11.30815 1.3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>5918919</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Eritrea</td>\n",
       "      <td>ERI</td>\n",
       "      <td>9169.0</td>\n",
       "      <td>POLYGON ((36.42951 14.42211, 36.32322 14.82249...</td>\n",
       "      <td>[4111997566021795847, 4505851427184181255, 450...</td>\n",
       "      <td>MULTIPOLYGON (((42.74205 12.93268, 42.90834 12...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>105350020</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Ethiopia</td>\n",
       "      <td>ETH</td>\n",
       "      <td>174700.0</td>\n",
       "      <td>POLYGON ((47.78942 8.00300, 44.96360 5.00162, ...</td>\n",
       "      <td>[4506414377137602565, 4510355026811551749, 451...</td>\n",
       "      <td>MULTIPOLYGON (((36.20602 8.69219, 39.97138 8.0...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>1772255</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Gabon</td>\n",
       "      <td>GAB</td>\n",
       "      <td>35980.0</td>\n",
       "      <td>POLYGON ((11.27645 2.26105, 11.75167 2.32676, ...</td>\n",
       "      <td>[4432104983285989382, 4434919733053095942, 443...</td>\n",
       "      <td>MULTIPOLYGON (((10.73117 0.86207, 12.70572 0.5...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>2051363</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Gambia</td>\n",
       "      <td>GMB</td>\n",
       "      <td>3387.0</td>\n",
       "      <td>POLYGON ((-16.71373 13.59496, -15.62460 13.623...</td>\n",
       "      <td>[4216072938660560903, 4216108123032649735, 421...</td>\n",
       "      <td>MULTIPOLYGON (((-14.51077 14.26876, -14.14497 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>27499924</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Ghana</td>\n",
       "      <td>GHA</td>\n",
       "      <td>120800.0</td>\n",
       "      <td>POLYGON ((0.02380 11.01868, -0.04978 10.70692,...</td>\n",
       "      <td>[4400016835940974598, 4400298310917685254, 440...</td>\n",
       "      <td>MULTIPOLYGON (((0.41556 6.86747, -1.46014 7.08...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>12413867</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Guinea</td>\n",
       "      <td>GIN</td>\n",
       "      <td>16080.0</td>\n",
       "      <td>POLYGON ((-13.70048 12.58618, -13.21782 12.575...</td>\n",
       "      <td>[4215509988707139590, 4469259680211795974, 421...</td>\n",
       "      <td>MULTIPOLYGON (((-13.05851 11.83327, -14.57478 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>1792338</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Guinea-Bissau</td>\n",
       "      <td>GNB</td>\n",
       "      <td>2851.0</td>\n",
       "      <td>POLYGON ((-16.67745 12.38485, -16.14772 12.547...</td>\n",
       "      <td>[4215721094939672583, 4216530335497715719, 421...</td>\n",
       "      <td>MULTIPOLYGON (((-14.57478 11.34297, -15.33094 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>47615739</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Kenya</td>\n",
       "      <td>KEN</td>\n",
       "      <td>152700.0</td>\n",
       "      <td>POLYGON ((39.20222 -4.67677, 37.76690 -3.67712...</td>\n",
       "      <td>[4367365738642538501, 4360047389248061446, 436...</td>\n",
       "      <td>MULTIPOLYGON (((37.60681 1.26475, 35.59700 -0....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1958042</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Lesotho</td>\n",
       "      <td>LSO</td>\n",
       "      <td>6019.0</td>\n",
       "      <td>POLYGON ((28.97826 -28.95560, 29.32517 -29.257...</td>\n",
       "      <td>[22553182508941319, 22588366881030151, 2262355...</td>\n",
       "      <td>MULTIPOLYGON (((28.67505 -29.43723, 28.07904 -...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>4689021</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Liberia</td>\n",
       "      <td>LBR</td>\n",
       "      <td>3881.0</td>\n",
       "      <td>POLYGON ((-8.43930 7.68604, -8.48545 7.39521, ...</td>\n",
       "      <td>[4396216923755380743, 4396674320592535559, 439...</td>\n",
       "      <td>MULTIPOLYGON (((-9.45410 5.63922, -10.39260 5....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>6653210</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Libya</td>\n",
       "      <td>LBY</td>\n",
       "      <td>90890.0</td>\n",
       "      <td>POLYGON ((25.00000 22.00000, 25.00000 20.00304...</td>\n",
       "      <td>[4590293920197378053, 4607745368753438725, 460...</td>\n",
       "      <td>MULTIPOLYGON (((14.03624 27.22563, 17.09002 30...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>25054161</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Madagascar</td>\n",
       "      <td>MDG</td>\n",
       "      <td>36860.0</td>\n",
       "      <td>POLYGON ((49.54352 -12.46983, 49.80898 -12.895...</td>\n",
       "      <td>[92323792361095173, 94012642221359109, 9851624...</td>\n",
       "      <td>MULTIPOLYGON (((47.59434 -14.77902, 45.53750 -...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>19196246</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Malawi</td>\n",
       "      <td>MWI</td>\n",
       "      <td>21200.0</td>\n",
       "      <td>POLYGON ((32.75938 -9.23060, 33.73972 -9.41715...</td>\n",
       "      <td>[82190693199511559, 82261061943689223, 8229624...</td>\n",
       "      <td>MULTIPOLYGON (((32.89359 -11.84485, 32.37360 -...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>17885245</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Mali</td>\n",
       "      <td>MLI</td>\n",
       "      <td>38090.0</td>\n",
       "      <td>POLYGON ((-11.51394 12.44299, -11.46790 12.754...</td>\n",
       "      <td>[4474326229792587781, 4497970127836282885, 450...</td>\n",
       "      <td>MULTIPOLYGON (((-3.65931 14.47308, -7.54192 14...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>3758571</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Mauritania</td>\n",
       "      <td>MRT</td>\n",
       "      <td>16710.0</td>\n",
       "      <td>POLYGON ((-17.06342 20.99975, -16.84519 21.333...</td>\n",
       "      <td>[4217621051032469509, 4218184000985890821, 421...</td>\n",
       "      <td>MULTIPOLYGON (((-8.02332 22.00360, -11.22501 2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>33986655</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Morocco</td>\n",
       "      <td>MAR</td>\n",
       "      <td>282800.0</td>\n",
       "      <td>POLYGON ((-2.16991 35.16840, -1.79299 34.52792...</td>\n",
       "      <td>[4224939400426946565, 4232257749821423621, 422...</td>\n",
       "      <td>MULTIPOLYGON (((-7.22640 33.89483, -5.70567 31...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>26573706</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Mozambique</td>\n",
       "      <td>MOZ</td>\n",
       "      <td>35010.0</td>\n",
       "      <td>POLYGON ((34.55999 -11.52002, 35.31240 -11.439...</td>\n",
       "      <td>[86694292826882053, 88946092640567301, 1041457...</td>\n",
       "      <td>MULTIPOLYGON (((37.99192 -15.46073, 37.48603 -...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>2484780</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Namibia</td>\n",
       "      <td>NAM</td>\n",
       "      <td>25990.0</td>\n",
       "      <td>POLYGON ((19.89577 -24.76779, 19.89473 -28.461...</td>\n",
       "      <td>[4503599627370501, 4325707442089361413, 433809...</td>\n",
       "      <td>MULTIPOLYGON (((19.71050 -23.13179, 17.32631 -...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>19245344</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Niger</td>\n",
       "      <td>NER</td>\n",
       "      <td>20150.0</td>\n",
       "      <td>POLYGON ((14.85130 22.86295, 15.09689 21.30852...</td>\n",
       "      <td>[4478829829419958277, 4598175219545276421, 447...</td>\n",
       "      <td>MULTIPOLYGON (((8.44597 20.22250, 6.34522 16.9...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>190632261</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Nigeria</td>\n",
       "      <td>NGA</td>\n",
       "      <td>1089000.0</td>\n",
       "      <td>POLYGON ((2.69170 6.25882, 2.74906 7.87073, 2....</td>\n",
       "      <td>[4483333429047328772, 4481644579187064837, 441...</td>\n",
       "      <td>MULTIPOLYGON (((4.31733 13.57705, 7.90064 5.90...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>11901484</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Rwanda</td>\n",
       "      <td>RWA</td>\n",
       "      <td>21970.0</td>\n",
       "      <td>POLYGON ((30.41910 -1.13466, 30.81613 -1.69891...</td>\n",
       "      <td>[4391713324128010247, 4392417011569786887, 439...</td>\n",
       "      <td>MULTIPOLYGON (((29.82200 -2.10228, 29.39958 -1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>13026129</td>\n",
       "      <td>Africa</td>\n",
       "      <td>S. Sudan</td>\n",
       "      <td>SSD</td>\n",
       "      <td>20880.0</td>\n",
       "      <td>POLYGON ((30.83385 3.50917, 29.95350 4.17370, ...</td>\n",
       "      <td>[4534561874808668165, 4524710250623795206, 452...</td>\n",
       "      <td>MULTIPOLYGON (((32.32467 9.38401, 29.32381 6.2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>14668522</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Senegal</td>\n",
       "      <td>SEN</td>\n",
       "      <td>39720.0</td>\n",
       "      <td>POLYGON ((-16.71373 13.59496, -17.12611 14.373...</td>\n",
       "      <td>[4216354413637271558, 4222828338101616646, 422...</td>\n",
       "      <td>MULTIPOLYGON (((-13.78106 13.05203, -12.25420 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>6163195</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Sierra Leone</td>\n",
       "      <td>SLE</td>\n",
       "      <td>10640.0</td>\n",
       "      <td>POLYGON ((-13.24655 8.90305, -12.71196 9.34271...</td>\n",
       "      <td>[4467711567839887366, 4395583605057781767, 439...</td>\n",
       "      <td>MULTIPOLYGON (((-10.86501 8.08275, -11.95546 9...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>7531386</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Somalia</td>\n",
       "      <td>SOM</td>\n",
       "      <td>4719.0</td>\n",
       "      <td>POLYGON ((41.58513 -1.68325, 40.99300 -0.85829...</td>\n",
       "      <td>[4107564335138603014, 4107986547603668998, 410...</td>\n",
       "      <td>MULTIPOLYGON (((44.36499 3.69592, 44.68282 1.8...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>3500000</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Somaliland</td>\n",
       "      <td>-99</td>\n",
       "      <td>12250.0</td>\n",
       "      <td>POLYGON ((48.94820 11.41062, 48.94820 11.41062...</td>\n",
       "      <td>[4114178997091303430, 4114460472068014086, 411...</td>\n",
       "      <td>MULTIPOLYGON (((45.73552 9.40224, 47.06182 8.5...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>54841552</td>\n",
       "      <td>Africa</td>\n",
       "      <td>South Africa</td>\n",
       "      <td>ZAF</td>\n",
       "      <td>739100.0</td>\n",
       "      <td>POLYGON ((16.34498 -28.57671, 16.82402 -28.082...</td>\n",
       "      <td>[2814749767106566, 3096224743817223, 313140911...</td>\n",
       "      <td>MULTIPOLYGON (((18.95439 -31.03247, 17.67298 -...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>37345935</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Sudan</td>\n",
       "      <td>SDN</td>\n",
       "      <td>176300.0</td>\n",
       "      <td>POLYGON ((24.56737 8.22919, 23.80581 8.66632, ...</td>\n",
       "      <td>[4530621225134718980, 4514858626438922245, 451...</td>\n",
       "      <td>MULTIPOLYGON (((26.56505 17.54840, 28.42828 10...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>53950935</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>TZA</td>\n",
       "      <td>150600.0</td>\n",
       "      <td>POLYGON ((33.90371 -0.95000, 34.07262 -1.05982...</td>\n",
       "      <td>[4365113938828853253, 4379750637617807365, 438...</td>\n",
       "      <td>MULTIPOLYGON (((33.58542 -2.71514, 35.28235 -5...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>7965055</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Togo</td>\n",
       "      <td>TGO</td>\n",
       "      <td>11610.0</td>\n",
       "      <td>POLYGON ((0.89956 10.99734, 0.77234 10.47081, ...</td>\n",
       "      <td>[4415779434636771335, 4415814619008860167, 441...</td>\n",
       "      <td>MULTIPOLYGON (((0.41556 6.86747, 0.77508 6.243...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>11403800</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Tunisia</td>\n",
       "      <td>TUN</td>\n",
       "      <td>130800.0</td>\n",
       "      <td>POLYGON ((9.48214 30.30756, 9.05560 32.10269, ...</td>\n",
       "      <td>[4592404982522707974, 4549198573597622279, 454...</td>\n",
       "      <td>MULTIPOLYGON (((9.75682 31.32854, 11.26648 33....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>39570125</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Uganda</td>\n",
       "      <td>UGA</td>\n",
       "      <td>84930.0</td>\n",
       "      <td>POLYGON ((33.90371 -0.95000, 31.86617 -1.02736...</td>\n",
       "      <td>[4361876976596680710, 4362017714085036038, 436...</td>\n",
       "      <td>MULTIPOLYGON (((31.89581 -0.10339, 32.90162 0....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>603253</td>\n",
       "      <td>Africa</td>\n",
       "      <td>W. Sahara</td>\n",
       "      <td>ESH</td>\n",
       "      <td>906.5</td>\n",
       "      <td>POLYGON ((-8.66559 27.65643, -8.66512 27.58948...</td>\n",
       "      <td>[4230005950007738375, 4230041134379827207, 423...</td>\n",
       "      <td>MULTIPOLYGON (((-10.96790 27.09447, -10.58624 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>15972000</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Zambia</td>\n",
       "      <td>ZMB</td>\n",
       "      <td>65170.0</td>\n",
       "      <td>POLYGON ((30.74001 -8.34001, 31.15775 -8.59458...</td>\n",
       "      <td>[4332462841530417157, 4377498837804122117, 437...</td>\n",
       "      <td>MULTIPOLYGON (((28.67505 -15.69986, 24.61735 -...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>13805084</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>ZWE</td>\n",
       "      <td>28330.0</td>\n",
       "      <td>POLYGON ((31.19141 -22.25151, 30.65987 -22.151...</td>\n",
       "      <td>[118782440171896837, 18295873486192646, 819092...</td>\n",
       "      <td>MULTIPOLYGON (((31.25060 -21.50281, 31.18842 -...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>1467152</td>\n",
       "      <td>Africa</td>\n",
       "      <td>eSwatini</td>\n",
       "      <td>SWZ</td>\n",
       "      <td>11060.0</td>\n",
       "      <td>POLYGON ((32.07167 -26.73382, 31.86806 -27.177...</td>\n",
       "      <td>[120049077567094791, 120084261939183623, 12011...</td>\n",
       "      <td>MULTIPOLYGON (((31.32931 -25.44421, 31.35276 -...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       pop_est continent                  name iso_a3  gdp_md_est  \\\n",
       "82    40969443    Africa               Algeria    DZA    609400.0   \n",
       "74    29310273    Africa                Angola    AGO    189000.0   \n",
       "54    11038805    Africa                 Benin    BEN     24310.0   \n",
       "49     2214858    Africa              Botswana    BWA     35900.0   \n",
       "65    20107509    Africa          Burkina Faso    BFA     32990.0   \n",
       "75    11466756    Africa               Burundi    BDI      7892.0   \n",
       "57    24994885    Africa              Cameroon    CMR     77240.0   \n",
       "66     5625118    Africa  Central African Rep.    CAF      3206.0   \n",
       "15    12075985    Africa                  Chad    TCD     30590.0   \n",
       "67     4954674    Africa                 Congo    COG     30270.0   \n",
       "60    24184810    Africa         Côte d'Ivoire    CIV     87120.0   \n",
       "11    83301151    Africa       Dem. Rep. Congo    COD     66010.0   \n",
       "166     865267    Africa              Djibouti    DJI      3345.0   \n",
       "163   97041072    Africa                 Egypt    EGY   1105000.0   \n",
       "69      778358    Africa            Eq. Guinea    GNQ     31770.0   \n",
       "154    5918919    Africa               Eritrea    ERI      9169.0   \n",
       "165  105350020    Africa              Ethiopia    ETH    174700.0   \n",
       "68     1772255    Africa                 Gabon    GAB     35980.0   \n",
       "80     2051363    Africa                Gambia    GMB      3387.0   \n",
       "59    27499924    Africa                 Ghana    GHA    120800.0   \n",
       "61    12413867    Africa                Guinea    GIN     16080.0   \n",
       "62     1792338    Africa         Guinea-Bissau    GNB      2851.0   \n",
       "13    47615739    Africa                 Kenya    KEN    152700.0   \n",
       "26     1958042    Africa               Lesotho    LSO      6019.0   \n",
       "63     4689021    Africa               Liberia    LBR      3881.0   \n",
       "164    6653210    Africa                 Libya    LBY     90890.0   \n",
       "78    25054161    Africa            Madagascar    MDG     36860.0   \n",
       "71    19196246    Africa                Malawi    MWI     21200.0   \n",
       "52    17885245    Africa                  Mali    MLI     38090.0   \n",
       "53     3758571    Africa            Mauritania    MRT     16710.0   \n",
       "162   33986655    Africa               Morocco    MAR    282800.0   \n",
       "72    26573706    Africa            Mozambique    MOZ     35010.0   \n",
       "50     2484780    Africa               Namibia    NAM     25990.0   \n",
       "55    19245344    Africa                 Niger    NER     20150.0   \n",
       "56   190632261    Africa               Nigeria    NGA   1089000.0   \n",
       "169   11901484    Africa                Rwanda    RWA     21970.0   \n",
       "176   13026129    Africa              S. Sudan    SSD     20880.0   \n",
       "51    14668522    Africa               Senegal    SEN     39720.0   \n",
       "64     6163195    Africa          Sierra Leone    SLE     10640.0   \n",
       "12     7531386    Africa               Somalia    SOM      4719.0   \n",
       "167    3500000    Africa            Somaliland    -99     12250.0   \n",
       "25    54841552    Africa          South Africa    ZAF    739100.0   \n",
       "14    37345935    Africa                 Sudan    SDN    176300.0   \n",
       "1     53950935    Africa              Tanzania    TZA    150600.0   \n",
       "58     7965055    Africa                  Togo    TGO     11610.0   \n",
       "81    11403800    Africa               Tunisia    TUN    130800.0   \n",
       "168   39570125    Africa                Uganda    UGA     84930.0   \n",
       "2       603253    Africa             W. Sahara    ESH       906.5   \n",
       "70    15972000    Africa                Zambia    ZMB     65170.0   \n",
       "48    13805084    Africa              Zimbabwe    ZWE     28330.0   \n",
       "73     1467152    Africa              eSwatini    SWZ     11060.0   \n",
       "\n",
       "                                              geometry  \\\n",
       "82   POLYGON ((-8.68440 27.39574, -8.66512 27.58948...   \n",
       "74   MULTIPOLYGON (((12.99552 -4.78110, 12.63161 -4...   \n",
       "54   POLYGON ((2.69170 6.25882, 1.86524 6.14216, 1....   \n",
       "49   POLYGON ((29.43219 -22.09131, 28.01724 -22.827...   \n",
       "65   POLYGON ((-5.40434 10.37074, -5.47056 10.95127...   \n",
       "75   POLYGON ((30.46967 -2.41385, 30.52766 -2.80762...   \n",
       "57   POLYGON ((14.49579 12.85940, 14.89336 12.21905...   \n",
       "66   POLYGON ((27.37423 5.23394, 27.04407 5.12785, ...   \n",
       "15   POLYGON ((23.83766 19.58047, 23.88689 15.61084...   \n",
       "67   POLYGON ((18.45307 3.50439, 18.39379 2.90044, ...   \n",
       "60   POLYGON ((-8.02994 10.20653, -7.89959 10.29738...   \n",
       "11   POLYGON ((29.34000 -4.49998, 29.51999 -5.41998...   \n",
       "166  POLYGON ((42.35156 12.54223, 42.77964 12.45542...   \n",
       "163  POLYGON ((36.86623 22.00000, 32.90000 22.00000...   \n",
       "69   POLYGON ((9.64916 2.28387, 11.27645 2.26105, 1...   \n",
       "154  POLYGON ((36.42951 14.42211, 36.32322 14.82249...   \n",
       "165  POLYGON ((47.78942 8.00300, 44.96360 5.00162, ...   \n",
       "68   POLYGON ((11.27645 2.26105, 11.75167 2.32676, ...   \n",
       "80   POLYGON ((-16.71373 13.59496, -15.62460 13.623...   \n",
       "59   POLYGON ((0.02380 11.01868, -0.04978 10.70692,...   \n",
       "61   POLYGON ((-13.70048 12.58618, -13.21782 12.575...   \n",
       "62   POLYGON ((-16.67745 12.38485, -16.14772 12.547...   \n",
       "13   POLYGON ((39.20222 -4.67677, 37.76690 -3.67712...   \n",
       "26   POLYGON ((28.97826 -28.95560, 29.32517 -29.257...   \n",
       "63   POLYGON ((-8.43930 7.68604, -8.48545 7.39521, ...   \n",
       "164  POLYGON ((25.00000 22.00000, 25.00000 20.00304...   \n",
       "78   POLYGON ((49.54352 -12.46983, 49.80898 -12.895...   \n",
       "71   POLYGON ((32.75938 -9.23060, 33.73972 -9.41715...   \n",
       "52   POLYGON ((-11.51394 12.44299, -11.46790 12.754...   \n",
       "53   POLYGON ((-17.06342 20.99975, -16.84519 21.333...   \n",
       "162  POLYGON ((-2.16991 35.16840, -1.79299 34.52792...   \n",
       "72   POLYGON ((34.55999 -11.52002, 35.31240 -11.439...   \n",
       "50   POLYGON ((19.89577 -24.76779, 19.89473 -28.461...   \n",
       "55   POLYGON ((14.85130 22.86295, 15.09689 21.30852...   \n",
       "56   POLYGON ((2.69170 6.25882, 2.74906 7.87073, 2....   \n",
       "169  POLYGON ((30.41910 -1.13466, 30.81613 -1.69891...   \n",
       "176  POLYGON ((30.83385 3.50917, 29.95350 4.17370, ...   \n",
       "51   POLYGON ((-16.71373 13.59496, -17.12611 14.373...   \n",
       "64   POLYGON ((-13.24655 8.90305, -12.71196 9.34271...   \n",
       "12   POLYGON ((41.58513 -1.68325, 40.99300 -0.85829...   \n",
       "167  POLYGON ((48.94820 11.41062, 48.94820 11.41062...   \n",
       "25   POLYGON ((16.34498 -28.57671, 16.82402 -28.082...   \n",
       "14   POLYGON ((24.56737 8.22919, 23.80581 8.66632, ...   \n",
       "1    POLYGON ((33.90371 -0.95000, 34.07262 -1.05982...   \n",
       "58   POLYGON ((0.89956 10.99734, 0.77234 10.47081, ...   \n",
       "81   POLYGON ((9.48214 30.30756, 9.05560 32.10269, ...   \n",
       "168  POLYGON ((33.90371 -0.95000, 31.86617 -1.02736...   \n",
       "2    POLYGON ((-8.66559 27.65643, -8.66512 27.58948...   \n",
       "70   POLYGON ((30.74001 -8.34001, 31.15775 -8.59458...   \n",
       "48   POLYGON ((31.19141 -22.25151, 30.65987 -22.151...   \n",
       "73   POLYGON ((32.07167 -26.73382, 31.86806 -27.177...   \n",
       "\n",
       "                                                  sids  \\\n",
       "82   [4485585228861014020, 4490651778441805829, 449...   \n",
       "74   [4464228315003092999, 4464263499375181831, 446...   \n",
       "54   [4415849803380948999, 4416096093985570823, 441...   \n",
       "49   [21392098230009861, 21955048183431173, 2589569...   \n",
       "65   [4500503402626678790, 4500644140115034118, 450...   \n",
       "75   [4393402173988274183, 4393437358360363015, 439...   \n",
       "57   [4413668372311441414, 4413809109799796742, 441...   \n",
       "66   [4368491638549381126, 4521614025879977990, 452...   \n",
       "15   [4594234569871327237, 4596486369685012485, 460...   \n",
       "67   [4432949408216121350, 4433230883192832006, 443...   \n",
       "60   [4400579785894395909, 4402831585708081158, 447...   \n",
       "11   [4370743438363066372, 4372995238176751620, 437...   \n",
       "166  [4111927197277618183, 4111997566021795847, 411...   \n",
       "163  [4582975570802900997, 4584101470709743621, 451...   \n",
       "69   [4414653534729928711, 4414688719102017543, 441...   \n",
       "154  [4111997566021795847, 4505851427184181255, 450...   \n",
       "165  [4506414377137602565, 4510355026811551749, 451...   \n",
       "68   [4432104983285989382, 4434919733053095942, 443...   \n",
       "80   [4216072938660560903, 4216108123032649735, 421...   \n",
       "59   [4400016835940974598, 4400298310917685254, 440...   \n",
       "61   [4215509988707139590, 4469259680211795974, 421...   \n",
       "62   [4215721094939672583, 4216530335497715719, 421...   \n",
       "13   [4367365738642538501, 4360047389248061446, 436...   \n",
       "26   [22553182508941319, 22588366881030151, 2262355...   \n",
       "63   [4396216923755380743, 4396674320592535559, 439...   \n",
       "164  [4590293920197378053, 4607745368753438725, 460...   \n",
       "78   [92323792361095173, 94012642221359109, 9851624...   \n",
       "71   [82190693199511559, 82261061943689223, 8229624...   \n",
       "52   [4474326229792587781, 4497970127836282885, 450...   \n",
       "53   [4217621051032469509, 4218184000985890821, 421...   \n",
       "162  [4224939400426946565, 4232257749821423621, 422...   \n",
       "72   [86694292826882053, 88946092640567301, 1041457...   \n",
       "50   [4503599627370501, 4325707442089361413, 433809...   \n",
       "55   [4478829829419958277, 4598175219545276421, 447...   \n",
       "56   [4483333429047328772, 4481644579187064837, 441...   \n",
       "169  [4391713324128010247, 4392417011569786887, 439...   \n",
       "176  [4534561874808668165, 4524710250623795206, 452...   \n",
       "51   [4216354413637271558, 4222828338101616646, 422...   \n",
       "64   [4467711567839887366, 4395583605057781767, 439...   \n",
       "12   [4107564335138603014, 4107986547603668998, 410...   \n",
       "167  [4114178997091303430, 4114460472068014086, 411...   \n",
       "25   [2814749767106566, 3096224743817223, 313140911...   \n",
       "14   [4530621225134718980, 4514858626438922245, 451...   \n",
       "1    [4365113938828853253, 4379750637617807365, 438...   \n",
       "58   [4415779434636771335, 4415814619008860167, 441...   \n",
       "81   [4592404982522707974, 4549198573597622279, 454...   \n",
       "168  [4361876976596680710, 4362017714085036038, 436...   \n",
       "2    [4230005950007738375, 4230041134379827207, 423...   \n",
       "70   [4332462841530417157, 4377498837804122117, 437...   \n",
       "48   [118782440171896837, 18295873486192646, 819092...   \n",
       "73   [120049077567094791, 120084261939183623, 12011...   \n",
       "\n",
       "                                               trixels  \n",
       "82   MULTIPOLYGON (((0.00000 35.26439, -4.26668 28....  \n",
       "74   MULTIPOLYGON (((12.02286 -4.04284, 12.42307 -4...  \n",
       "54   MULTIPOLYGON (((2.28947 6.63805, 1.35273 6.753...  \n",
       "49   MULTIPOLYGON (((24.29559 -19.47089, 22.03163 -...  \n",
       "65   MULTIPOLYGON (((0.33681 14.05776, -1.65941 14....  \n",
       "75   MULTIPOLYGON (((29.82200 -2.10228, 30.24394 -2...  \n",
       "57   MULTIPOLYGON (((11.63286 5.39078, 12.33798 4.1...  \n",
       "66   MULTIPOLYGON (((15.35858 4.85021, 16.17868 3.5...  \n",
       "15   MULTIPOLYGON (((20.83798 11.25168, 16.43269 11...  \n",
       "67   MULTIPOLYGON (((14.68006 0.27864, 16.65430 -0....  \n",
       "60   MULTIPOLYGON (((-7.09785 7.70991, -5.69224 5.2...  \n",
       "11   MULTIPOLYGON (((21.90167 -5.46143, 26.06155 -1...  \n",
       "166  MULTIPOLYGON (((43.07350 11.08592, 43.57883 11...  \n",
       "163  MULTIPOLYGON (((32.69945 23.66892, 31.46284 27...  \n",
       "69   MULTIPOLYGON (((10.73117 0.86207, 11.30815 1.3...  \n",
       "154  MULTIPOLYGON (((42.74205 12.93268, 42.90834 12...  \n",
       "165  MULTIPOLYGON (((36.20602 8.69219, 39.97138 8.0...  \n",
       "68   MULTIPOLYGON (((10.73117 0.86207, 12.70572 0.5...  \n",
       "80   MULTIPOLYGON (((-14.51077 14.26876, -14.14497 ...  \n",
       "59   MULTIPOLYGON (((0.41556 6.86747, -1.46014 7.08...  \n",
       "61   MULTIPOLYGON (((-13.05851 11.83327, -14.57478 ...  \n",
       "62   MULTIPOLYGON (((-14.57478 11.34297, -15.33094 ...  \n",
       "13   MULTIPOLYGON (((37.60681 1.26475, 35.59700 -0....  \n",
       "26   MULTIPOLYGON (((28.67505 -29.43723, 28.07904 -...  \n",
       "63   MULTIPOLYGON (((-9.45410 5.63922, -10.39260 5....  \n",
       "164  MULTIPOLYGON (((14.03624 27.22563, 17.09002 30...  \n",
       "78   MULTIPOLYGON (((47.59434 -14.77902, 45.53750 -...  \n",
       "71   MULTIPOLYGON (((32.89359 -11.84485, 32.37360 -...  \n",
       "52   MULTIPOLYGON (((-3.65931 14.47308, -7.54192 14...  \n",
       "53   MULTIPOLYGON (((-8.02332 22.00360, -11.22501 2...  \n",
       "162  MULTIPOLYGON (((-7.22640 33.89483, -5.70567 31...  \n",
       "72   MULTIPOLYGON (((37.99192 -15.46073, 37.48603 -...  \n",
       "50   MULTIPOLYGON (((19.71050 -23.13179, 17.32631 -...  \n",
       "55   MULTIPOLYGON (((8.44597 20.22250, 6.34522 16.9...  \n",
       "56   MULTIPOLYGON (((4.31733 13.57705, 7.90064 5.90...  \n",
       "169  MULTIPOLYGON (((29.82200 -2.10228, 29.39958 -1...  \n",
       "176  MULTIPOLYGON (((32.32467 9.38401, 29.32381 6.2...  \n",
       "51   MULTIPOLYGON (((-13.78106 13.05203, -12.25420 ...  \n",
       "64   MULTIPOLYGON (((-10.86501 8.08275, -11.95546 9...  \n",
       "12   MULTIPOLYGON (((44.36499 3.69592, 44.68282 1.8...  \n",
       "167  MULTIPOLYGON (((45.73552 9.40224, 47.06182 8.5...  \n",
       "25   MULTIPOLYGON (((18.95439 -31.03247, 17.67298 -...  \n",
       "14   MULTIPOLYGON (((26.56505 17.54840, 28.42828 10...  \n",
       "1    MULTIPOLYGON (((33.58542 -2.71514, 35.28235 -5...  \n",
       "58   MULTIPOLYGON (((0.41556 6.86747, 0.77508 6.243...  \n",
       "81   MULTIPOLYGON (((9.75682 31.32854, 11.26648 33....  \n",
       "168  MULTIPOLYGON (((31.89581 -0.10339, 32.90162 0....  \n",
       "2    MULTIPOLYGON (((-10.96790 27.09447, -10.58624 ...  \n",
       "70   MULTIPOLYGON (((28.67505 -15.69986, 24.61735 -...  \n",
       "48   MULTIPOLYGON (((31.25060 -21.50281, 31.18842 -...  \n",
       "73   MULTIPOLYGON (((31.32931 -25.44421, 31.35276 -...  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "africa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:27.216387Z",
     "iopub.status.busy": "2022-09-15T05:06:27.216072Z",
     "iopub.status.idle": "2022-09-15T05:06:27.547319Z",
     "shell.execute_reply": "2022-09-15T05:06:27.546639Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(5,5), dpi=100)\n",
    "ax.grid(True)\n",
    "\n",
    "africa.plot(ax=ax, trixels=True, boundary=True, column='name', linewidth=0.2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Holes in RSA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:27.551018Z",
     "iopub.status.busy": "2022-09-15T05:06:27.550689Z",
     "iopub.status.idle": "2022-09-15T05:06:27.555205Z",
     "shell.execute_reply": "2022-09-15T05:06:27.554778Z"
    }
   },
   "outputs": [],
   "source": [
    "rsa = africa[africa.name=='South Africa']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:27.557231Z",
     "iopub.status.busy": "2022-09-15T05:06:27.557007Z",
     "iopub.status.idle": "2022-09-15T05:06:27.713271Z",
     "shell.execute_reply": "2022-09-15T05:06:27.712640Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "ax.grid(True)\n",
    "\n",
    "rsa.plot(ax=ax, trixels=True, boundary=True, color='y', lw=1, zorder=0)\n",
    "rsa.plot(ax=ax, trixels=False, facecolor=\"none\", edgecolor='blue', lw=1, zorder=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:27.715651Z",
     "iopub.status.busy": "2022-09-15T05:06:27.715332Z",
     "iopub.status.idle": "2022-09-15T05:06:27.951366Z",
     "shell.execute_reply": "2022-09-15T05:06:27.950837Z"
    }
   },
   "outputs": [],
   "source": [
    "p = rsa.iloc[0].geometry\n",
    "interior = starepandas.sids_from_ring(p.interiors[0], level=12, force_ccw=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Puerto Rico (GPKG)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:27.953505Z",
     "iopub.status.busy": "2022-09-15T05:06:27.953307Z",
     "iopub.status.idle": "2022-09-15T05:06:31.175116Z",
     "shell.execute_reply": "2022-09-15T05:06:31.174511Z"
    }
   },
   "outputs": [],
   "source": [
    "file = '../tests/data/caribbean.gpkg'\n",
    "gdf = geopandas.read_file(file)\n",
    "\n",
    "# Sanitation\n",
    "gdf.rename(columns={'NAME_0': \"name\"}, inplace=True)\n",
    "gdf.sort_values(by='name', inplace=True)\n",
    "gdf.set_index('ISO', inplace=True)\n",
    "gdf = gdf[['name', 'geometry']]\n",
    "\n",
    "# Adding simple geom\n",
    "gdf['geom_simple'] = gdf.simplify(0.001)\n",
    "gdf.set_geometry('geom_simple', inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:31.177849Z",
     "iopub.status.busy": "2022-09-15T05:06:31.177545Z",
     "iopub.status.idle": "2022-09-15T05:06:31.189026Z",
     "shell.execute_reply": "2022-09-15T05:06:31.188529Z"
    }
   },
   "outputs": [],
   "source": [
    "gdf = gdf[gdf['name']=='Puerto Rico']\n",
    "sdf = starepandas.STAREDataFrame(gdf)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:31.191201Z",
     "iopub.status.busy": "2022-09-15T05:06:31.190994Z",
     "iopub.status.idle": "2022-09-15T05:06:33.274747Z",
     "shell.execute_reply": "2022-09-15T05:06:33.274216Z"
    }
   },
   "outputs": [],
   "source": [
    "sids = starepandas.sids_from_gdf(sdf, level=14, force_ccw=True)\n",
    "sdf.set_sids(sids, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:33.277526Z",
     "iopub.status.busy": "2022-09-15T05:06:33.277328Z",
     "iopub.status.idle": "2022-09-15T05:06:33.897037Z",
     "shell.execute_reply": "2022-09-15T05:06:33.896486Z"
    }
   },
   "outputs": [],
   "source": [
    "trixels = sdf.make_trixels()\n",
    "sdf.set_trixels(trixels, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-09-15T05:06:33.899606Z",
     "iopub.status.busy": "2022-09-15T05:06:33.899369Z",
     "iopub.status.idle": "2022-09-15T05:06:34.324414Z",
     "shell.execute_reply": "2022-09-15T05:06:34.323528Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1300x500 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(13,5), dpi=100)\n",
    "ax.grid(True)\n",
    "\n",
    "sdf.plot(ax=ax, trixels=True, color='y', lw=0.5, zorder=0)\n",
    "sdf.plot(ax=ax, trixels=False, facecolor=\"none\", edgecolor='blue', lw=0.5, zorder=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}