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Posted to commits@superset.apache.org by vi...@apache.org on 2022/09/30 09:47:17 UTC

[superset] branch master updated: feat: Added latin america countries to country map (#21352)

This is an automated email from the ASF dual-hosted git repository.

villebro pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/superset.git


The following commit(s) were added to refs/heads/master by this push:
     new f83af88fc7 feat: Added latin america countries to country map (#21352)
f83af88fc7 is described below

commit f83af88fc7922774b4c1a7792f0602edcb80763d
Author: Bryan Thomas <49...@users.noreply.github.com>
AuthorDate: Fri Sep 30 04:47:01 2022 -0500

    feat: Added latin america countries to country map (#21352)
---
 .../scripts/Country Map GeoJSON Generator.ipynb    | 714 ++++++---------------
 .../src/countries.ts                               |  38 ++
 .../src/countries/argentina.geojson                |  30 +
 .../src/countries/bolivia.geojson                  |  15 +
 .../src/countries/chile.geojson                    |  22 +
 .../src/countries/colombia.geojson                 |  40 ++
 .../src/countries/costa rica.geojson               |  13 +
 .../src/countries/cuba.geojson                     |  22 +
 .../src/countries/dominican republic.geojson       |  38 ++
 .../src/countries/ecuador.geojson                  |  30 +
 .../src/countries/el salvador.geojson              |  20 +
 .../src/countries/guatemala.geojson                |  28 +
 .../src/countries/haiti.geojson                    |  16 +
 .../src/countries/honduras.geojson                 |  24 +
 .../src/countries/nicaragua.geojson                |  23 +
 .../src/countries/panama.geojson                   |  18 +
 .../src/countries/paraguay.geojson                 |  24 +
 .../src/countries/puerto rico.geojson              |   7 +
 .../src/countries/saint barthelemy.geojson         |   7 +
 .../src/countries/saint martin.geojson             |   7 +
 .../src/countries/venezuela.geojson                |  32 +
 21 files changed, 659 insertions(+), 509 deletions(-)

diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/scripts/Country Map GeoJSON Generator.ipynb b/superset-frontend/plugins/legacy-plugin-chart-country-map/scripts/Country Map GeoJSON Generator.ipynb
index e91d20ed6a..e5c200f4c0 100644
--- a/superset-frontend/plugins/legacy-plugin-chart-country-map/scripts/Country Map GeoJSON Generator.ipynb	
+++ b/superset-frontend/plugins/legacy-plugin-chart-country-map/scripts/Country Map GeoJSON Generator.ipynb	
@@ -34,7 +34,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [
     {
@@ -93,7 +93,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -109,7 +109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
@@ -118,12 +118,12 @@
        "Index(['featurecla', 'scalerank', 'adm1_code', 'diss_me', 'iso_3166_2',\n",
        "       'wikipedia', 'iso_a2', 'adm0_sr', 'name', 'name_alt',\n",
        "       ...\n",
-       "       'FCLASS_TR', 'FCLASS_ID', 'FCLASS_PL', 'FCLASS_GR', 'FCLASS_IT',\n",
-       "       'FCLASS_NL', 'FCLASS_SE', 'FCLASS_BD', 'FCLASS_UA', 'geometry'],\n",
-       "      dtype='object', length=121)"
+       "       'FCLASS_ID', 'FCLASS_PL', 'FCLASS_GR', 'FCLASS_IT', 'FCLASS_NL',\n",
+       "       'FCLASS_SE', 'FCLASS_BD', 'FCLASS_UA', 'FCLASS_TLC', 'geometry'],\n",
+       "      dtype='object', length=122)"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -134,21 +134,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
        "Index(['featurecla', 'scalerank', 'labelrank', 'sovereignt', 'sov_a3',\n",
-       "       'adm0_dif', 'level', 'type', 'admin', 'adm0_a3',\n",
+       "       'adm0_dif', 'level', 'type', 'tlc', 'admin',\n",
        "       ...\n",
        "       'fclass_tr', 'fclass_id', 'fclass_pl', 'fclass_gr', 'fclass_it',\n",
        "       'fclass_nl', 'fclass_se', 'fclass_bd', 'fclass_ua', 'geometry'],\n",
-       "      dtype='object', length=162)"
+       "      dtype='object', length=169)"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 38,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -160,7 +160,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [
     {
@@ -195,7 +195,6 @@
        "      <th>name</th>\n",
        "      <th>name_alt</th>\n",
        "      <th>...</th>\n",
-       "      <th>FCLASS_TR</th>\n",
        "      <th>FCLASS_ID</th>\n",
        "      <th>FCLASS_PL</th>\n",
        "      <th>FCLASS_GR</th>\n",
@@ -204,6 +203,7 @@
        "      <th>FCLASS_SE</th>\n",
        "      <th>FCLASS_BD</th>\n",
        "      <th>FCLASS_UA</th>\n",
+       "      <th>FCLASS_TLC</th>\n",
        "      <th>geometry</th>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -450,7 +450,7 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>9 rows × 120 columns</p>\n",
+       "<p>9 rows × 121 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -478,7 +478,7 @@
        "South Africa                       9          0       9        9     9   \n",
        "United States of America          51         51      51       51    51   \n",
        "\n",
-       "                          name_alt  ...  FCLASS_TR  FCLASS_ID  FCLASS_PL  \\\n",
+       "                          name_alt  ...  FCLASS_ID  FCLASS_PL  FCLASS_GR  \\\n",
        "admin                               ...                                    \n",
        "Australia                        0  ...          0          0          0   \n",
        "Brazil                          13  ...          0          0          0   \n",
@@ -490,7 +490,7 @@
        "South Africa                     9  ...          0          0          0   \n",
        "United States of America        51  ...          0          0          0   \n",
        "\n",
-       "                          FCLASS_GR  FCLASS_IT  FCLASS_NL  FCLASS_SE  \\\n",
+       "                          FCLASS_IT  FCLASS_NL  FCLASS_SE  FCLASS_BD  \\\n",
        "admin                                                                  \n",
        "Australia                         0          0          0          0   \n",
        "Brazil                            0          0          0          0   \n",
@@ -502,22 +502,22 @@
        "South Africa                      0          0          0          0   \n",
        "United States of America          0          0          0          0   \n",
        "\n",
-       "                          FCLASS_BD  FCLASS_UA  geometry  \n",
-       "admin                                                     \n",
-       "Australia                         0          0         9  \n",
-       "Brazil                            0          0        27  \n",
-       "Canada                            0          0        13  \n",
-       "China                             0          0        31  \n",
-       "India                             0          0        36  \n",
-       "Indonesia                         0          0        33  \n",
-       "Russia                            0          0        85  \n",
-       "South Africa                      0          0         9  \n",
-       "United States of America          0          0        51  \n",
+       "                          FCLASS_UA  FCLASS_TLC  geometry  \n",
+       "admin                                                      \n",
+       "Australia                         0           0         9  \n",
+       "Brazil                            0           0        27  \n",
+       "Canada                            0           0        13  \n",
+       "China                             0           0        31  \n",
+       "India                             0           0        36  \n",
+       "Indonesia                         0           0        33  \n",
+       "Russia                            0           0        85  \n",
+       "South Africa                      0           0         9  \n",
+       "United States of America          0           0        51  \n",
        "\n",
-       "[9 rows x 120 columns]"
+       "[9 rows x 121 columns]"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 39,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -528,7 +528,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
@@ -537,20 +537,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 40,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA04AAAI/CAYAAABAqYlRAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAACnzklEQVR4nOzdd3gc1bkG8Hdme99V79VFLnKV5YINptcAoV4IgZBACCE9uemk3PRCElIhAZIQCL33AMHGGFwk9yI39V52V1ptL3P/WFlYVpe2Su/vSR6s3dmZb2XLnnfPOd8RJEkCERERERERjU6MdwFERERERESJjsGJiIiIiIhoHAxORERERERE42BwIiIiIiIiGgeDExERERER0TgYnIiIiIiIiMYhj+XF0tLSpKKiolhekoiIiIiIaEKqq6u7JUlKH+m5mAanoqIiVFVVxfKSREREREREEyIIQsNoz3GqHhER [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAABK4AAAMtCAYAAAC2GTmHAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3ib1f338Y+m997xiu3svXcII0DYe7aMMktbRqGl5dfytNBB6QBK2S2bUvbeJIQQkkD2dIYz7HhvS56SLOn5w2Bi4iS2I1uy/X5dVy7iW0fn/grHTvTxOd9j8Hq9XgEAAAAAAAABxujvAgAAAAAAAIDOEFwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgmf1dwPd5PB6VlJQoIiJCBoPB3+UAAAAAAADAh7xer+rr6zVkyBAZjYdfUxVw [...]
       "text/plain": [
-       "<Figure size 1440x720 with 1 Axes>"
+       "<Figure size 2000x1000 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -567,7 +565,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 41,
    "metadata": {},
    "outputs": [
     {
@@ -578,7 +576,7 @@
        "      dtype=object)"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 41,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -589,7 +587,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 42,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -609,27 +607,39 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 43,
    "metadata": {},
    "outputs": [],
    "source": [
     "# Country names used in file names\n",
     "countries = [\n",
     "  'aland',\n",
+    "  'argentina',\n",
     "  'australia',\n",
     "  'belgium',\n",
+    "  'bolivia',\n",
     "  'brazil',\n",
     "  'bulgaria',\n",
     "  'burundi',\n",
     "  'canada',\n",
+    "  'chile',\n",
     "  'china',\n",
+    "  'colombia',\n",
+    "  'costa rica',\n",
+    "  'cuba',\n",
     "  'denmark',\n",
+    "  'dominican republic',\n",
+    "  'ecuador',\n",
     "  'egypt',\n",
+    "  'el salvador',\n",
     "  'estonia',\n",
     "  'ethiopia',\n",
     "  'france',\n",
     "  'finland',\n",
     "  'germany',\n",
+    "  'guatemala',\n",
+    "  'haiti',\n",
+    "  'honduras',\n",
     "  'iceland',\n",
     "  'india',\n",
     "  'indonesia',\n",
@@ -644,12 +654,18 @@
     "  'morocco',\n",
     "  'myanmar',\n",
     "  'netherlands',\n",
+    "  'nicaragua',\n",
     "  'nigeria',\n",
     "  'norway',\n",
+    "  'panama',\n",
+    "  'paraguay',\n",
     "  'portugal',\n",
     "  'poland',\n",
+    "  'puerto rico',\n",
     "  'russia',\n",
     "  'rwanda',\n",
+    "  'saint barthelemy',\n",
+    "  'saint martin',\n",
     "  'singapore',\n",
     "  'slovenia',\n",
     "  'spain',\n",
@@ -664,6 +680,7 @@
     "  'ukraine',\n",
     "  'uruguay',\n",
     "  'usa',\n",
+    "  'venezuela',\n",
     "  'zambia',\n",
     "]\n",
     "\n",
@@ -691,21 +708,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 44,
    "metadata": {
     "scrolled": false
    },
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAABZcAAAUZCAYAAAAfSj80AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd3ijV5m376NeLUvu3Z7e+zgJ6SSkkRAIIYRQA/mS0HeBQEJf2FCXpS8bYEmAhBJCGiSk9za9d4/LuHfJRV063x+SHXss25It93Nfl6+x9LYjj877nvM7z/N7hJQShUKhUCgUCoVCoVAoFAqFQqFQKFJBM9MNUCgUCoVCoVAoFAqFQqFQKBQKxdxDicsKhUKhUCgUCoVCoVAoFAqFQqFIGSUuKxQKhUKhUCgUCoVCoVAoFAqFImWUuKxQKBQKhUKhUCgUCoVCoVAoFIqUUeKyQqFQKBQKhUKhUCgU [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAB8AAAAdDCAYAAAAmZCF8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3hUVfrA8e/0SZ30Riqhd6QJCIq6gGvXxa5gwV0FXUVWwVUR67p2/dlXwYJdsVesqPTeIZDe26RMkqn390dgZMikl0nC+3kenmXu3HvnTFZOzj3vOe+rUhRFQQghhBBCCCGEEEIIIYQQQgghhOjh1L5ugBBCCCGEEEIIIYQQQgghhBBCCNERJAAuhBBCCCGEEEIIIYQQQgghhBCiV5AAuBBCCCGEEEIIIYQQQgghhBBCiF5BAuBCCCGEEEIIIYQQQgghhBBCCCF6BQmACyGEEEIIIYQQQgghhBBC [...]
       "text/plain": [
-       "<Figure size 1440x1440 with 50 Axes>"
+       "<Figure size 2000x2000 with 69 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -754,7 +769,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 45,
    "metadata": {},
    "outputs": [
     {
@@ -763,20 +778,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 45,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAWcAAAD4CAYAAAAw/yevAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAA+AklEQVR4nO3dd5xkVZn4/8+p2NXVOecwOceeGYacHRDBAAgqoOKX1UVX1FVYw67Lb4O6rmJalV0DiC6oqLCogJLzTE/OuXPOqbri+f1R1U33dKjQ1V1V3c/79eqZqntvVZ07t+epc094jtJaI4QQIr4YYl0AIYQQE0lwFkKIOCTBWQgh4pAEZyGEiEMSnIUQIg6Z5vLDcnJydEVFxVx+pBBCxK3du3d3aK1zJ9s3p8G5oqKC6urqufxIIYSIW0qp2qn2SbOGEELEIQnOQggRhyQ4CyFEHJLgLIQQcUiCsxBCxCEJ [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAh8AAAF3CAYAAAAFEil7AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAABq+klEQVR4nO3dd3hc1bU28PdM7029FxdJlns3xhRjEGASCKZDQk3DkIAJCYaEclPghlxKvmACCYEQ4pAAAUIzAdvY4I7cm9xkS7J6maIy/Xx/yJItq81IU6X39zx6QHPOnNmzJeus2XvttQVRFEUQERERRYgk2g0gIiKi0YXBBxEREUUUgw8iIiKKKAYfREREFFEMPoiIiCiiGHwQERFRRDH4ICIiooiSRbsBZ/P7/aiuroZer4cgCNFuDhEREQVAFEU4HA6kp6dDIhl4bCPmgo/q6mpkZWVFuxlEREQ0BJWVlcjM [...]
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -787,7 +800,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 46,
    "metadata": {},
    "outputs": [
     {
@@ -796,20 +809,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 46,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAeAAAAEICAYAAACHwyd6AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABovUlEQVR4nO3dd3ycV5Xw8d+dXqXRqHfJtmy5N1mO03ujJCQEEkISagIvLDVLX5aFZZe2tKWGTjaQRgkQQkggiVPdey/qvWs0kqbe948ZybKtMiNNle73E8XS1KtHM3Oe284RUkoURVEURUksTbIboCiKoigLkQrAiqIoipIEKgAriqIoShKoAKwoiqIoSaACsKIoiqIkgQrAiqIoipIEukQ+WU5OjqyoqEjkUyqKoihK0uzatatbSpk72XUJDcAVFRXs3LkzkU+pKIqiKEkjhGiY6rqIArAQoh5wAQHAL6WsEUI4 [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAApsAAAFvCAYAAAAFeQD2AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAACfgElEQVR4nOzdd1hb59k/8O/R3ou9p20MeGCMdxyPLGcnzptmtM1ezWiTjjRv+7ZNOpImv7YZbdK0TZM2sxlN0+xtxyM2GOOFDQbM3iC0t3R+f8hgY8AgkHSOxP25Li4bjaMHIaT7PM9z3zfDsiwLQgghhBBCIkDA9QAIIYQQQkj8omCTEEIIIYREDAWbhBBCCCEkYijYJIQQQgghEUPBJiGEEEIIiRgKNgkhhBBCSMRQsEkIIYQQQiKGgk1CCCGEEBIxIq4HcKpAIICuri6o1WowDMP1cAghhBBCyClYloXVakV6 [...]
       "text/plain": [
-       "<Figure size 576x576 with 1 Axes>"
+       "<Figure size 800x800 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -848,7 +859,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 47,
    "metadata": {},
    "outputs": [
     {
@@ -1002,7 +1013,7 @@
        "[3 rows x 51 columns]"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 47,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1025,7 +1036,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 48,
    "metadata": {
     "scrolled": false
    },
@@ -1034,7 +1045,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/yk/yj8t31wd1sd_9w0f9cfg5jv80000gn/T/ipykernel_82121/3440732423.py:2: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
+      "C:\\Users\\bryan\\AppData\\Local\\Temp\\ipykernel_31064\\3440732423.py:2: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
       "  china_copy = china.append(china_sars)\n"
      ]
     },
@@ -1044,20 +1055,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 48,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAr8AAAH9CAYAAAATYRQUAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAADL+0lEQVR4nOzdd3hcZ5U/8O97Z+70rt41tty7JcuBJKRAKCGU0JYS+o/AUnfpsLDLsrDssiwsy9JCDS0BAiQQIIQ00i3LRXK3em+j6b3c+/tjZFmy2pQ7c6ecz/PkiS3N3HskSzPnvve85zBRFEEIIYQQQkg54OQOgBBCCCGEkHyh5JcQQgghhJQNSn4JIYQQQkjZoOSXEEIIIYSUDUp+CSGEEEJI2aDklxBCCCGElA1lKg9ijA0D8AFIAIiLotjBGPscgHcBmFt42KdFUfzTeseprKwUW1tbMw6WEEIIIYSQVBw7 [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA9EAAALDCAYAAAASWYNXAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd5hkZZU/8O+tnFPn3D0550AWBERRDKCygDnHVdTVZdVV0FV3/a24RtR1xQCCKCAZyWlCT+7pyd3TOXdXzun+/uiZZno6Vb4Vvp/n4WGmq+reMzPdVffc97znCKIoiiAiIiIiIiKiBcmkDoCIiIiIiIioUDCJJiIiIiIiIkoQk2giIiIiIiKiBDGJJiIiIiIiIkoQk2giIiIiIiKiBDGJJiIiIiIiIkoQk2giIiIiIiKiBDGJJiIiIiIiIkqQQuoAzhePxzE4OAij0QhBEKQOh4iIiIiIiIqcKIrw [...]
       "text/plain": [
-       "<Figure size 864x864 with 1 Axes>"
+       "<Figure size 1200x1200 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1087,7 +1096,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 49,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1106,14 +1115,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 50,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/yk/yj8t31wd1sd_9w0f9cfg5jv80000gn/T/ipykernel_82121/642512976.py:2: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
+      "C:\\Users\\bryan\\AppData\\Local\\Temp\\ipykernel_31064\\642512976.py:2: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
       "  finland_copy = finland.append(finland_aland)\n"
      ]
     },
@@ -1123,20 +1132,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 50,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAUwAAAKrCAYAAACax7T4AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAACW20lEQVR4nOzdd3ikZfU38O89vWZKek82W7K9ZbPsAktZuhQpIh0VBDsi9p9iV15REQsiKGIFBFFApHdYtmT7Zjdbsuk9md7b8/4xSUh2U2YmM/OUOZ/r4tJNJvOclDlzP3c5h3EcB0IIIbOT8R0AIYSIBSVMQghJECVMQghJECVMQghJECVMQghJkCKbFysoKOBqamqyeUlCCJnVzp07hzmOK5ztcVlNmDU1NWhqasrmJQkhZFaMsY5EHke35IQQkiBKmIQQkiBKmIQQkiBKmIQQkiBKmIQQkiBKmIQQkiBKmIQQ [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAdUAAAPHCAYAAAB+ONNOAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAADpCklEQVR4nOzdd5xkVZk+8KdyV+6uzrl78vTkLAxZFBBFgqAIhkVdQRRBf7om1t11BXFhRUVB0CVIFGHIOYfJOfdMz3TOoWJXrrq/P3popmd6pqu6q+rcW/V8PzuflZ7qqnc63KfOuee8RyVJkgQiIiKaMrXoAoiIiLIFQ5WIiChFGKpEREQpwlAlIiJKEYYqERFRijBUiYiIUoShSkRElCJa0QUcKx6Po6urC1arFSqVSnQ5RESUYyRJgtfrRUVFBdTq5MaesgvVrq4uVFdXiy6DiIhyXHt7O6qqqpL6HNmFqtVq [...]
       "text/plain": [
-       "<Figure size 864x864 with 1 Axes>"
+       "<Figure size 1200x1200 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1159,7 +1166,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 51,
    "metadata": {},
    "outputs": [
     {
@@ -1168,20 +1175,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 51,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAG0AAAD4CAYAAADmU2imAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAP+klEQVR4nO2de3Bc5XXAf2d39ZYsybZkZEtGNrbxgzjYyARKoQ6QhNdAyDAUhqEhSUNCgELKDAkwncl0Sps2adJmGpK6xG06w4TwSmESE0OIacfTYGz5KT+EjWVsCb3fz12t9vSPezHClbGlvWvttzq/GY323rv3nm/mN9+9d7/7nXtEVTHcIjTdDTAmj0lzEJPmICbNQUyag0SmuwHjmTt3rlZXV093M9KC2traDlUtm2hbWkmrrq5mx44d092MtEBE3jvdNjs9OohJcxCT5iAmzUFMmoOYNAcJRJqIfFNE9otI [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAKwAAAGdCAYAAACPYJhkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAkJUlEQVR4nO3de1xUdf7H8fdcDzM4M9xkBnBAvOKtMEwizbL4yZbbZrq13W+ubi62mT5a5VFq7Wa41raVj0zdfeS2ZavrttVqbeVS0baLmndRQQ0UBGYAgXMGmBsz398f1KnJS4NyGL7weT4e5/FgzhwO3/G8PJwZzsxRMcYYCOGEOtIDIKQrKFjCFQqWcIWCJVyhYAlXKFjCFQqWcIWCJVzRRnoAlyoYDKK2thYmkwkqlSrSwyEXiTEGl8uF5ORkqNXn349yH2xtbS3sdnukh0G6SXV1NQYNGnTe+7kP1mQyAeh8 [...]
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1192,7 +1197,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 52,
    "metadata": {},
    "outputs": [
     {
@@ -1201,20 +1206,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 52,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAT4AAAD4CAYAAAB1/ootAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABQnUlEQVR4nO3ddXjc15no8e8ZBo2YWTIzyew4nAYabJqkSdtAmzSFlG4hbfaWbrvlbbO7bbZp0myahjmNG3LYiZlRli1mHM1oGM79Y0ZjyaKRLcmg83keP5YGfufMSHrn4HuElBJFUZTJRHOqK6AoijLRVOBTFGXSUYFPUZRJRwU+RVEmHRX4FEWZdHQTWVh6erosLi6eyCIVRZmktm/f3i6lzBjsvgkNfMXFxWzbtm0ii1QUZZISQtQMdZ/q6iqKMumowKcoyqSjAp+iKJOOCnyKokw6KvApijLpqMCnKMqkowKf [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAGdCAYAAABHM5ovAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAACtAUlEQVR4nOzdd3iUVfbA8e/0TNqk9x4ILfTQpYpixd57byuKrgXddVfX1dXV1d+6a++rYkexgkhReq+B9N77JJlMn98fgYGQQhLSgPN5Hp41M+/c951skvfMveeeo3C5XC6EEEIIIbpB2d8XIIQQQogTlwQSQgghhOg2CSSEEEII0W0SSAghhBCi2ySQEEIIIUS3SSAhhBBCiG6TQEIIIYQQ3SaBhBBCCCG6Td3fF3A0p9NJcXExPj4+KBSK/r4cIYQQ4pTkcrmor68nIiICpbL9eYcBF0gUFxcTHR3d35chhBBC [...]
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1236,7 +1239,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 53,
    "metadata": {},
    "outputs": [
     {
@@ -1245,20 +1248,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 53,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXcAAADnCAYAAADl0RYJAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAgA0lEQVR4nO3deXTcZ33v8fdXM9p3WZIXSbbk2LGTOLGdKE4gEEIgEAIlpCWUQnvLkgZ6b7pxe+hN6Slla0sphUILadpySdpwqVlC2iyUFJKGkBAjx0vs2I432ZYtW5KtxdqX+d4/ZuxI1jaSZzSjnz6vc3TO6Ldovo9/yUc/PfP8nsfcHRERCZaMVBcgIiKJp3AXEQkghbuISAAp3EVEAkjhLiISQOG5fLPy8nKvra2dy7cUEZn3tm7d2ubuFTM5Z07Dvba2loaGhrl8SxGRec/Mjsz0HHXLiIgEkMJdRCSAFO4i [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAigAAAFUCAYAAAAOBceiAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAA5GUlEQVR4nO3deXxU5b0/8M/sk8yWTPZlskAgIUDYlyBaQVap4i1W788F21IVS/EqbUXaWq9FhZ/aS71W0etWfrVcKlgUF0RcwKosIRAJIAgSSMhKmGRmMsns5/dHZCSSZSYzSc5MPu/XK69XZs45z3znODifPOc5zyMRBEEAERERkYhIB7oAIiIiou9jQCEiIiLRYUAhIiIi0WFAISIiItFhQCEiIiLRYUAhIiIi0WFAISIiItFhQCEiIiLRkQ90Ad/n8/lQU1MDnU4HiUQy0OUQERFRAARBgM1mQ3p6OqTS0Ps/ [...]
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1269,7 +1270,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 54,
    "metadata": {},
    "outputs": [
     {
@@ -1278,20 +1279,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 54,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAeAAAAFPCAYAAACVnh2uAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABCTElEQVR4nO3dd3zdZ333/9d1lnSO5tGyJEu25L1XZJkkhJBAbkIWKxQKhE2glJYbfgVKSwf93ZRypy3QUlrCCruk7BECIYNs7+14xZIsS7IlWXufcd1/SJYlW+Mc6Qzp6P18PPyIzjnf8fnGlj66vt/r+nyMtRYRERFJLEeyAxAREVmIlIBFRESSQAlYREQkCZSARUREkkAJWEREJAmUgEVERJLAlciTFRQU2IqKikSeUkREJGn27t3baq0tnOizhCbgiooK9uzZk8hTioiIJI0xpm6yz3QLWkREJAmUgEVERJJA [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAApsAAAHRCAYAAAAluXLzAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAABoAklEQVR4nO3deXhU5d0+8Hv2mcw+2fcEAmENq0BwRxYpVVx+2sWKtdZWS/u6dFFefau2tdDS19a+Vlyrtkq1arVaF1xxQYQQtgAStoSELGSdJZPZ5/z+CARCttnOzCTcn+vKVXLmzHO+c4rJzXOeRSIIggAiIiIiIhFIE10AEREREY1eDJtEREREJBqGTSIiIiISDcMmEREREYmGYZOIiIiIRMOwSURERESiYdgkIiIiItHIE13AmYLBIBobG6HX6yGRSBJdDhERERGdQRAEOBwO5OTkQCoduu8y6cJmY2Mj8vPz [...]
       "text/plain": [
-       "<Figure size 576x576 with 1 Axes>"
+       "<Figure size 800x800 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1311,7 +1310,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 55,
    "metadata": {},
    "outputs": [
     {
@@ -1320,20 +1319,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 55,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAARgAAAD4CAYAAAA3vfm6AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAA110lEQVR4nO3dd3zkd3ng8c93etFoinofbe/Fq103bGyMY7AJ4IQWAoZLTAkQICFwB5d7EdrdhYSWQOBoCQnFhGIgFGOcGNuA7fVWb++SVm3VRtJIM5r6vT9mpJU0RaMyq7LP+/Xyy7szv9/Md3Y1z37r8yitNUIIUQyGpW6AEGL1kgAjhCgaCTBCiKKRACOEKBoJMEKIojFdyzcrLy/Xfr//Wr6lEKLIDh482K+1rsj23DUNMH6/nwMHDlzLtxRCFJlSqi3XczJEEkIUjQQYIUTRSIARQhRNwQFGKWVUSh1WSv10 [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAdEAAAGdCAYAAABNWUmMAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAABrWklEQVR4nO3deXicZbk/8O87+75l35M2bdK0TfeUFFmEQqmIoCgcRSgczlE4BYSKS8/RI6hYfqKCCwJHEXHhsHmKqCACWhAoXdKFdF+z78ssmX15f39MMzTNJJl5Z7J/P9eV6yKTd573mWnIPc9234IoiiKIiIgoabLJ7gAREdF0xSBKREQkEYMoERGRRAyiREREEjGIEhERScQgSkREJBGDKBERkUQMokRERBIpJrsD54pEImhra4PRaIQgCJPdHSIimmVEUYTL5UJ+fj5kstHHmlMuiLa1taGoqGiyu0FERLNc [...]
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1344,7 +1341,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 56,
    "metadata": {},
    "outputs": [
     {
@@ -1353,20 +1350,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 56,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAeEAAAEtCAYAAAA/YNjBAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABzkUlEQVR4nO3dd3yrZ3nw8d+tvZf3ts/e08cnJCGDESCMQMIs0LIKbWkpbaGF0kGBti9vB6NllJeWsAq0UPYoEBICJJy99/DetoZl7fG8f0j2sY9lW1vyOff388kntvTo0S1LR9dzr+sSiqIgSZIkSVL5qSrdAEmSJEm6XckgLEmSJEkVIoOwJEmSJFWIDMKSJEmSVCEyCEuSJElShWjK+WS1tbVKZ2dnOZ9SkiRJkirm2LFjU4qi1C13f1mDcGdnJ0ePHi3nU0qSJElSxQgh+le6Xw5HS5IkSVKFyCAsSZIkSRWS [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAp0AAAGjCAYAAABuTa5+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAACvZklEQVR4nOzdd3hkZ3k34N/p08409T7a1e5qtStt02q9tgE3MMaYbiCAIZSEEDohEPIRAqEHEgiBAKEFEhwCBoztEIwpNja2V9t7X/UuTe8zZ873x0iz6ppypknPfV1ciUcz57wqKz3zvk9hVFVVQQghhBBCSB6xxV4AIYQQQghZ/yjoJIQQQggheUdBJyGEEEIIyTsKOgkhhBBCSN5R0EkIIYQQQvKOgk5CCCGEEJJ3FHQSQgghhJC8o6CTEEIIIYTkHV/sBSyWSCQwOjoKWZbBMEyxl0MIIYQQQhZRVRU+nw/1 [...]
       "text/plain": [
-       "<Figure size 576x576 with 1 Axes>"
+       "<Figure size 800x800 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1385,7 +1380,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 57,
    "metadata": {},
    "outputs": [
     {
@@ -1394,20 +1389,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 57,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXAAAABuCAYAAAA+skhgAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAvXklEQVR4nO2dd3ykV3X3v3d6l2Y06l27q+3Fu1qt1x0wa2NjDNjYYAMGTAghkBBCgonfxE7Im2ATDIRuTMB2IJgaG7/gAu5me+9VfdWl6X3mvn/MaFa9rXalse/389nPztzneWbOPDM6z33O/Z1zhJQShUKhUOQemvk2QKFQKBSzQzlwhUKhyFGUA1coFIocRTlwhUKhyFGUA1coFIocRXcx38ztdsuampqL+ZYKhUKR8+zevbtPSlk4evyiOvCamhp27dp1Md9SoVAoch4hRMt44yqEolAoFDmKcuAKhUKRo0zL [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAh8AAAChCAYAAABnAt39AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAABT8klEQVR4nO3dd3ykVbnA8d87vbf0XrZle+8sdWVB4IIgIKIUERRQRBAE76VaQFDwqhRBL0UUBBUEpQjLLggs23sv6XVTJjOZTJ/3/jHJbCYzyaZnsznfz4cPu++88845k+y8z5zznOdIsizLCIIgCIIgjBDFaDdAEARBEITxRQQfgiAIgiCMKBF8CIIgCIIwokTwIQiCIAjCiBLBhyAIgiAII0oEH4IgCIIgjCgRfAiCIAiCMKJE8CEIgiAIwohSjXYDuotEItTU1GA2m5EkabSbIwiCIAhCH8iyjNvtJjs7G4Wi [...]
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1425,14 +1418,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 58,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/yk/yj8t31wd1sd_9w0f9cfg5jv80000gn/T/ipykernel_82121/127064943.py:6: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n",
+      "C:\\Users\\bryan\\AppData\\Local\\Temp\\ipykernel_31064\\127064943.py:6: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n",
       "  for item in splitted_geom:\n"
      ]
     },
@@ -1442,20 +1435,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 58,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAABH4AAAJNCAYAAABHi7IgAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzddXhb99XA8e8Vg5kZ4zBz0iaFNG3KK66wwoqjbmvXUd8xr1u3roNuZWZmStIwM9mxY2ZGsXTfP5y6dQ0xSJZjn8/z9EksXThObUn33PM7R1FVFSGEEEIIIYQQQggx9miCHYAQQgghhBBCCCGECAxJ/AghhBBCCCGEEEKMUZL4EUIIIYQQQgghhBijJPEjhBBCCCGEEEIIMUZJ4kcIIYQQQgghhBBijJLEjxBCCCGEEEIIIcQYpRvJk8XExKgZGRkjeUohhBBCCCGEEEKIMW3Xrl31qqrG9vbciCZ+ [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAABj0AAAMyCAYAAAA2aQPiAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzddXhk5fUH8O+4zySZuMsmm9WsuwKLu7v9sBZaKC0tFCm0SCkUt0JxpzgLLLDCuls2nmzcfTTj9/dHlkDYZGMzmcj38zw82czc+94z7CaT3POec0SCIAggIiIiIiIiIiIiIiIa5cTBDoCIiIiIiIiIiIiIiMgfmPQgIiIiIiIiIiIiIqIxgUkPIiIiIiIiIiIiIiIaE5j0ICIiIiIiIiIiIiKiMYFJDyIiIiIiIiIiIiIiGhOY9CAiIiIiIiIiIiIiojGBSQ8iIiIiIiIiIiIiIhoTmPQgIiIiIiIi [...]
       "text/plain": [
-       "<Figure size 1440x1440 with 1 Axes>"
+       "<Figure size 2000x2000 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1496,7 +1487,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 59,
    "metadata": {},
    "outputs": [
     {
@@ -1505,20 +1496,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 59,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXsAAAD0CAYAAAB6r4ayAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAZ1ElEQVR4nO3de3Bc5Znn8e/TrbutqyXbsmVbMjZ2zGBuQpg4IRNgAglsTFLZrKlJ1plh15ssk2V2spXhsn/sTE1qyc5UEqaS2R1XIOOtIQsUE8cMEyDmkplAwEbGXHwBW/gu32Td763ufvaPPhCNLduou+WWdH6fKkp93nPU7/P6oJ9evX1Ot7k7IiIyvUVyXYCIiEw8hb2ISAgo7EVEQkBhLyISAgp7EZEQyMt1AaNVV1d7fX19rssQEZlStm/fftrda853zKQK+/r6epqbm3NdhojIlGJmhy50jJZxRERCQGEv [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAi0AAAFnCAYAAABqwnnlAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAxQUlEQVR4nO3de3RU9b3//9fcc53J/UYSCIICIogoGG/1kkqpbbWi39baViw/rDZaEdqjHK3W3zoWlvXUVlsvbS3aUxWL56cercrxYIvt1yAQ5RIUBLkkIZkESDKTC5nJzHx+f0RHcwBLkMlkm+djrb0W89l79n7PR2Rea8/n89k2Y4wRAADAMGdPdgEAAABHg9ACAAAsgdACAAAsgdACAAAsgdACAAAsgdACAAAsgdACAAAswZnsAj6rWCympqYmZWZmymazJbscAABwFIwx6uzsVElJiez2o7uHYvnQ0tTUpLKy [...]
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1536,7 +1525,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 60,
    "metadata": {},
    "outputs": [
     {
@@ -1545,20 +1534,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 26,
+     "execution_count": 60,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAeAAAAHKCAYAAADb45jFAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAADOuElEQVR4nOy9d5xkaV3v/z51Kueqzrl7Yu/k2LO75F1yUMkoQUEFvSpcc/ipV71eE4qCCoosAiJBCYIgGZZlWXZ6enKOnXN35ZzO74/qrulQ3V3hVJid5/16oTvd1aeerq463+f5hs9HUhQFgUAgEAgE1UVT6wUIBAKBQHA/IgKwQCAQCAQ1QARggUAgEAhqgAjAAoFAIBDUABGABQKBQCCoASIACwQCgUBQA7TVfLLGxkalt7e3mk8pEAgEAkHNOH369IKiKE35vlfVANzb28vQ0FA1n1IgEAgEgpohSdLoRt8T [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAApsAAAJ8CAYAAACx02peAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3gkaXUv4F+lrs5RUiurNUmTk2Y0m3eBJZgcLtgsLCYYYwzYhosDvjaOGMzFGHMxOWMWWHJYWGAX2LyjyVmaoJxD5xyq7h8t9SirQ1V3tXTe51mbkbqrS1KHU993AiPLsgxCCCGEEEJUwFb6BAghhBBCyMZFwSYhhBBCCFENBZuEEEIIIUQ1FGwSQgghhBDVULBJCCGEEEJUQ8EmIYQQQghRDQWbhBBCCCFENXylT2ApSZIwNjYGi8UChmEqfTqEEEIIIWQJWZYRCoXQ2NgIll177VJzwebY2Bha [...]
       "text/plain": [
-       "<Figure size 576x576 with 1 Axes>"
+       "<Figure size 800x800 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1583,7 +1570,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 61,
    "metadata": {},
    "outputs": [
     {
@@ -1592,20 +1579,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 27,
+     "execution_count": 61,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXQAAAD0CAYAAACLpN0/AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAASsElEQVR4nO3dfZBd9X3f8fcHPYJ4kGQtqozAwgTHpfEgmEVxhtStce04xAM4k3rcug4dM6MkE7fO1LUNptM647oTp7FJOnWdyg+xmpBgYpviMHkwwdCMPQ32goUQBoyMYSxZ1i5YAoFgQdpv/7hH9UbZ1b272rt7dXi/Zu7sOb9zzt6PpKvPnvu75+5NVSFJOvGdtNABJElzw0KXpJaw0CWpJSx0SWoJC12SWsJCl6SW6KnQkzyW5P4k25KMNGMfSrK7GduW5PL+RpUkHcviGez7+qp64qixG6rqd+YykCRpdmZS [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiMAAAFmCAYAAAC/V5rzAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAlV0lEQVR4nO3df3RU9Z3/8dfk15CQzOT3L5kExApomq+KNYw/WJRUFlyqa9zTo1TFL8uKJ2IF2mXzlVbhuzZ89RRc2YW6tYuelUhLD5T1J0XQeKyJ0pgYwJIKBRIMCVXMTAhkEsjn+4dlykhQJgl8yOT5OOeew3w+937m/Zlo7uvc+dwbhzHGCAAAwJIo2wUAAIChjTACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArIoJZ+fHHntMixcvDmkbM2aMdu3aJUmaNGmSKisr [...]
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1616,7 +1601,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 62,
    "metadata": {},
    "outputs": [
     {
@@ -1625,20 +1610,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 28,
+     "execution_count": 62,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZkAAAHSCAYAAAA+OrZhAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAB3sUlEQVR4nO3dd3xkddU/8M93eslkSnovW5LtJdksuzSp0kEQBBQBRcSGor8He3nUx14f9VFQFKUruAgs0qS3zSbbsiW7m2x6T6b39v39kWxIspNkJlPunZnzfr1gN1PuPZlN5sz9lnMY5xyEEEJIMkiEDoAQQkjmoiRDCCEkaSjJEEIISRpKMoQQQpKGkgwhhJCkoSRDCCEkaWRCBxBJfn4+r66uFjoMQgghUWhtbR3nnBdEuk+USaa6uhotLS1Ch0EIISQKjLGe+e6j4TJCCCFJQ0mGEEJI0lCSIYQQkjSUZAgh [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkIAAAKTCAYAAAD1xWeKAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAC1YklEQVR4nOzdd3hc1bU34N+Z3pt6by5yL7IlG0zHYJMChOoACQk3kEZCCCH1Jibhfk5yCZc0ShqENCAEU0INxcbgIhfZli1LVhv1Or3X8/0hW1i2yvRzZma9z6PH9mh0ZsmWZ9bsvfZaDMuyLAghhBBCspCA6wAIIYQQQrhCiRAhhBBCshYlQoQQQgjJWpQIEUIIISRrUSJECCGEkKxFiRAhhBBCshYlQoQQQgjJWiKuA0iEcDiMwcFBqNVqMAzDdTiEEEII4RDLsnA4HCguLoZAMPuaT0YkQoODgygrK+M6DEII [...]
       "text/plain": [
-       "<Figure size 576x576 with 1 Axes>"
+       "<Figure size 800x800 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1656,7 +1639,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 63,
    "metadata": {},
    "outputs": [
     {
@@ -1665,20 +1648,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 29,
+     "execution_count": 63,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAANAAAAD4CAYAAACdW2gvAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABGw0lEQVR4nO2dd3icV5m37zO9N/Uu2bLl3i2nOMU4jQRIIQllF0IIAT7YsCwsIQv77Qe7S4elLhBC2aWFEhJqeo9T3HuXLVm9jkbT+/n+mNFYI41kNVuS9d7XlcuamXdenVHeZ855n/M8v5+QUqKgoDA5VDM9AAWFuYwSQAoKU0AJIAWFKaAEkILCFFACSEFhCmgu5C/Lz8+X1dXVF/JXKihMC7t37+6VUhYMf/6CBlB1dTW7du26kL9SQWFaEEKcyfW8soRTUJgCSgApKEwBJYAUFKaAEkAKClNACSAFhSmgBJCC [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAWIAAAGdCAYAAAAomHm2AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAACafElEQVR4nOzddXxkZ7348c8Zd4t7spvdZN1361SoAYUWb6G4S6HIvXB/cKEXKRcpXNylQCmlLaVQL3VZ981K3H3c7fz+mGQ2k0ySiW2y2+f9eu2LzciZM6H7nWee8xVJlmUZQRAEYdEoFvsEBEEQXulEIBYEQVhkIhALgiAsMhGIBUEQFpkIxIIgCItMBGJBEIRFJgKxIAjCIhOBWBAEYZGpFvsExksmk/T09GA2m5EkabFPRxAEIYMsy/h8PkpLS1Eo5mctu+QCcU9PDxUVFYt9GoIgCFPq7OykvLx8Xo615AKx [...]
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1689,7 +1670,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 64,
    "metadata": {},
    "outputs": [
     {
@@ -1698,20 +1679,18 @@
        "<AxesSubplot:>"
       ]
      },
-     "execution_count": 30,
+     "execution_count": 64,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAASoAAAHSCAYAAABb+4ZbAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAC2wklEQVR4nOyddXhj17W33yNmMrM9nvEweMbjyYQ5TZM0STFlTtv0lrm3vYVbbtp+5SbtbVOGtGnTcNIwTIaZx8wki1k63x+yNZIFltmeOe/z5IklHdjyWEt7r73W7yeIooiEhITEYka20AOQkJCQmAwpUElISCx6pEAlISGx6JEClYSExKJHClQSEhKLHilQSUhILHoU83mzwsJCsba2dj5vKSEhsYTYu3fvsCiKRROfn9dAVVtby549e+bzlhISEksIQRA6Mj0vLf0kJCQWPVKgkpCQWPRIgUpCQmLRIwUqCQmJ [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAaYAAAKTCAYAAABSLqyAAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3xb1dkH8N+92nt47x07HkkcJ86GEMLeu2GvAqWM0gKFtrxA4YX2LQXKKmWVUSCMsjdhZMdOnOmVeO+tvdd9/5CtWLYkS7Zsyfb5fj79fBrpSjoOzn10znnO81AMwzAgCIIgiChBR3oABEEQBDEaCUwEQRBEVCGBiSAIgogqJDARBEEQUYUEJoIgCCKqkMBEEARBRBUSmAiCIIiowo70AMZyuVzo7u6GRCIBRVGRHg5BEAQRBgzDQK/XIzk5GTQdeE4UdYGpu7sbaWlpkR4GQRAEMQ06OjqQmpoa [...]
       "text/plain": [
-       "<Figure size 576x576 with 1 Axes>"
+       "<Figure size 800x800 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1729,7 +1708,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 65,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1749,19 +1728,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 66,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAABZcAAAUZCAYAAAAfSj80AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd3ijV5m376NeLUvu3Z7e+zgJ6SSkkRAIIYRQA/mS0HeBQEJf2FCXpS8bYEmAhBJCGiSk9za9d4/LuHfJRV063x+SHXss25It93Nfl6+x9LYjj877nvM7z/N7hJQShUKhUCgUCoVCoVAoFAqFQqFQKFJBM9MNUCgUCoVCoVAoFAqFQqFQKBQKxdxDicsKhUKhUCgUCoVCoVAoFAqFQqFIGSUuKxQKhUKhUCgUCoVCoVAoFAqFImWUuKxQKBQKhUKhUCgUCoVCoVAoFIqUUeKyQqFQKBQKhUKhUCgU [...]
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAB8AAAAdDCAYAAAAmZCF8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3hUVfrA8e/0SZ30Riqhd6QJCIq6gGvXxa5gwV0FXUVWwVUR67p2/dlXwYJdsVesqPTeIZDe26RMkqn390dgZMikl0nC+3kenmXu3HvnTFZOzj3vOe+rUhRFQQghhBBCCCGEEEIIIYQQQgghhOjh1L5ugBBCCCGEEEIIIYQQQgghhBBCCNERJAAuhBBCCCGEEEIIIYQQQgghhBCiV5AAuBBCCCGEEEIIIYQQQgghhBBCiF5BAuBCCCGEEEIIIYQQQgghhBBCCCF6BQmACyGEEEIIIYQQQgghhBBC [...]
       "text/plain": [
-       "<Figure size 1440x1440 with 50 Axes>"
+       "<Figure size 2000x2000 with 69 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1771,7 +1748,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 67,
    "metadata": {
     "scrolled": false
    },
@@ -1781,362 +1758,76 @@
      "output_type": "stream",
      "text": [
       "aland\tSize 0.913\tSaving geojson for aland...\n",
+      "argentina\tSize 662.347\tSaving geojson for argentina...\n",
       "australia\tSaving geojson for australia...\n",
       "belgium\tSize 7.709\tSaving geojson for belgium...\n",
+      "bolivia\tSize 161.264\tSaving geojson for bolivia...\n",
       "brazil\tSaving geojson for brazil...\n",
-      "bulgaria\tSize 18.715\tSaving geojson for bulgaria...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "bulgaria\tSize 18.715\tSaving geojson for bulgaria...\n",
       "burundi\tSize 3.99\tSaving geojson for burundi...\n",
       "canada\tSaving geojson for canada...\n",
+      "chile\tSize 1652.977\tSaving geojson for chile...\n",
       "china\tSaving geojson for china...\n",
-      "denmark\t"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Size 22.461\tSaving geojson for denmark...\n",
+      "colombia\tSize 264.526\tSaving geojson for colombia...\n",
+      "costa rica\tSize 25.939\tSaving geojson for costa rica...\n",
+      "cuba\tSize 37.185\tSaving geojson for cuba...\n",
+      "denmark\tSize 22.461\tSaving geojson for denmark...\n",
+      "dominican republic\tSize 8.806\tSaving geojson for dominican republic...\n",
+      "ecuador\tSize 112.048\tSaving geojson for ecuador...\n",
       "egypt\tSize 117.982\tSaving geojson for egypt...\n",
+      "el salvador\tSize 3.116\tSaving geojson for el salvador...\n",
       "estonia\tSize 13.694\tSaving geojson for estonia...\n",
       "ethiopia\tSize 172.021\tSaving geojson for ethiopia...\n",
-      "france\t"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Size 142.834\tSaving geojson for france...\n",
+      "france\tSize 142.834\tSaving geojson for france...\n",
       "finland\tSize 112.354\tSaving geojson for finland...\n",
-      "germany\t"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Size 71.47\tSaving geojson for germany...\n",
+      "germany\tSize 71.47\tSaving geojson for germany...\n",
+      "guatemala\tSize 16.442\tSaving geojson for guatemala...\n",
+      "haiti\tSize 5.882\tSaving geojson for haiti...\n",
+      "honduras\tSize 27.669\tSaving geojson for honduras...\n",
       "iceland\tSize 34.959\tSaving geojson for iceland...\n",
       "india\tSaving geojson for india...\n",
-      "indonesia\tSaving geojson for indonesia...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "indonesia\tSaving geojson for indonesia...\n",
       "iran\tSize 284.014\tSaving geojson for iran...\n",
-      "italy\t"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Size 138.162\tSaving geojson for italy...\n",
-      "japan\t"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Size 661.569\tSaving geojson for japan...\n",
+      "italy\tSize 138.162\tSaving geojson for italy...\n",
+      "japan\tSize 661.569\tSaving geojson for japan...\n",
       "kenya\tSize 77.61\tSaving geojson for kenya...\n",
       "korea\tSize 34.227\tSaving geojson for korea...\n",
-      "liechtenstein\tSize 0.029\tSaving geojson for liechtenstein...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "liechtenstein\tSize 0.029\tSaving geojson for liechtenstein...\n",
       "malaysia\tSize 127.7\tSaving geojson for malaysia...\n",
-      "mexico\tSize 575.302\tSaving geojson for mexico...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "mexico\tSize 575.302\tSaving geojson for mexico...\n",
       "morocco\tSize 231.84\tSaving geojson for morocco...\n",
       "myanmar\tSize 168.709\tSaving geojson for myanmar...\n",
       "netherlands\tSize 10.818\tSaving geojson for netherlands...\n",
-      "nigeria\tSize 115.287\tSaving geojson for nigeria...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "nicaragua\tSize 21.415\tSaving geojson for nicaragua...\n",
+      "nigeria\tSize 115.287\tSaving geojson for nigeria...\n",
       "norway\tSize 530.052\tSaving geojson for norway...\n",
+      "panama\tSize 14.275\tSaving geojson for panama...\n",
+      "paraguay\tSize 69.763\tSaving geojson for paraguay...\n",
       "portugal\tSize 105.727\tSaving geojson for portugal...\n",
       "poland\tSize 58.556\tSaving geojson for poland...\n",
+      "puerto rico\tSize 1.616\tSaving geojson for puerto rico...\n",
       "russia\tSaving geojson for russia...\n",
-      "rwanda\tSize 3.59\tSaving geojson for rwanda...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "rwanda\tSize 3.59\tSaving geojson for rwanda...\n",
+      "saint barthelemy\tSize 0.004\tSaving geojson for saint barthelemy...\n",
+      "saint martin\tSize 0.012\tSaving geojson for saint martin...\n",
       "singapore\tSize 0.067\tSaving geojson for singapore...\n",
       "slovenia\tSize 4.537\tSaving geojson for slovenia...\n",
-      "spain\tSize 178.488\t"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Saving geojson for spain...\n",
+      "spain\tSize 178.488\tSaving geojson for spain...\n",
       "sweden\tSize 178.774\tSaving geojson for sweden...\n",
       "switzerland\tSize 8.935\tSaving geojson for switzerland...\n",
-      "syria\tSize 33.348\tSaving geojson for syria...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "syria\tSize 33.348\tSaving geojson for syria...\n",
       "tanzania\tSize 119.579\tSaving geojson for tanzania...\n",
-      "thailand\tSize 122.959\t"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Saving geojson for thailand...\n",
+      "thailand\tSize 122.959\tSaving geojson for thailand...\n",
       "timorleste\tSize 4.486\tSaving geojson for timorleste...\n",
       "uganda\tSize 31.083\tSaving geojson for uganda...\n",
-      "uk\tSaving geojson for uk...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "uk\tSaving geojson for uk...\n",
       "ukraine\tSize 128.988\tSaving geojson for ukraine...\n",
       "uruguay\tSize 25.985\tSaving geojson for uruguay...\n",
-      "usa\tSaving geojson for usa...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n",
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "usa\tSaving geojson for usa...\n",
+      "venezuela\tSize 204.361\tSaving geojson for venezuela...\n",
       "zambia\tSize 115.483\tSaving geojson for zambia...\n",
       "Done.                          \n"
      ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yann/Library/Python/3.8/lib/python/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
-      "  pd.Int64Index,\n"
-     ]
     }
    ],
    "source": [
@@ -2194,7 +1885,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3.10.7 64-bit",
    "language": "python",
    "name": "python3"
   },
@@ -2208,7 +1899,12 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.9"
+   "version": "3.10.7"
+  },
+  "vscode": {
+   "interpreter": {
+    "hash": "cfa538cd06c93e304ca575fcc7e49a96f6a8b18fe97e2a1aa2a1d32cf31b50ca"
+   }
   }
  },
  "nbformat": 4,
diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries.ts b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries.ts
index bdb5926310..81cc2080e2 100755
--- a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries.ts
+++ b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries.ts
@@ -18,21 +18,33 @@
  */
 
 import austria from './countries/austria.geojson';
+import argentina from './countries/argentina.geojson';
 import australia from './countries/australia.geojson';
 import belgium from './countries/belgium.geojson';
+import bolivia from './countries/bolivia.geojson';
 import brazil from './countries/brazil.geojson';
 import bulgaria from './countries/bulgaria.geojson';
 import burundi from './countries/burundi.geojson';
 import canada from './countries/canada.geojson';
+import chile from './countries/chile.geojson';
 import china from './countries/china.geojson';
+import colombia from './countries/colombia.geojson';
+import costa_rica from './countries/costa rica.geojson';
+import cuba from './countries/cuba.geojson';
 import cyprus from './countries/cyprus.geojson';
 import denmark from './countries/denmark.geojson';
+import dominican_republic from './countries/dominican republic.geojson';
+import ecuador from './countries/ecuador.geojson';
 import egypt from './countries/egypt.geojson';
+import el_salvador from './countries/el salvador.geojson';
 import estonia from './countries/estonia.geojson';
 import ethiopia from './countries/ethiopia.geojson';
 import france from './countries/france.geojson';
 import finland from './countries/finland.geojson';
 import germany from './countries/germany.geojson';
+import guatemala from './countries/guatemala.geojson';
+import haiti from './countries/haiti.geojson';
+import honduras from './countries/honduras.geojson';
 import iceland from './countries/iceland.geojson';
 import india from './countries/india.geojson';
 import indonesia from './countries/indonesia.geojson';
@@ -53,15 +65,21 @@ import mexico from './countries/mexico.geojson';
 import morocco from './countries/morocco.geojson';
 import myanmar from './countries/myanmar.geojson';
 import netherlands from './countries/netherlands.geojson';
+import nicaragua from './countries/nicaragua.geojson';
 import oman from './countries/oman.geojson';
 import pakistan from './countries/pakistan.geojson';
+import panama from './countries/panama.geojson';
+import paraguay from './countries/paraguay.geojson';
 import philippines from './countries/philippines.geojson';
 import peru from './countries/peru.geojson';
 import poland from './countries/poland.geojson';
 import portugal from './countries/portugal.geojson';
+import puerto_rico from './countries/puerto rico.geojson';
 import qatar from './countries/qatar.geojson';
 import russia from './countries/russia.geojson';
 import rwanda from './countries/rwanda.geojson';
+import saint_barthelemy from './countries/saint barthelemy.geojson';
+import saint_martin from './countries/saint martin.geojson';
 import saudi_arabia from './countries/saudi_arabia.geojson';
 import singapore from './countries/singapore.geojson';
 import slovenia from './countries/slovenia.geojson';
@@ -80,25 +98,38 @@ import ukraine from './countries/ukraine.geojson';
 import uruguay from './countries/uruguay.geojson';
 import usa from './countries/usa.geojson';
 import zambia from './countries/zambia.geojson';
+import venezuela from './countries/venezuela.geojson';
 import vietnam from './countries/vietnam.geojson';
 
 export const countries = {
   austria,
+  argentina,
   australia,
   belgium,
+  bolivia,
   brazil,
   bulgaria,
   burundi,
   canada,
+  chile,
   china,
+  colombia,
+  costa_rica,
+  cuba,
   cyprus,
   denmark,
+  dominican_republic,
+  ecuador,
   egypt,
+  el_salvador,
   estonia,
   ethiopia,
   france,
   finland,
   germany,
+  guatemala,
+  haiti,
+  honduras,
   iceland,
   india,
   indonesia,
@@ -117,17 +148,23 @@ export const countries = {
   morocco,
   myanmar,
   netherlands,
+  nicaragua,
   nigeria,
   norway,
   oman,
   pakistan,
+  panama,
+  paraguay,
   philippines,
   peru,
   poland,
   portugal,
+  puerto_rico,
   qatar,
   russia,
   rwanda,
+  saint_barthelemy,
+  saint_martin,
   saudi_arabia,
   singapore,
   slovenia,
@@ -146,6 +183,7 @@ export const countries = {
   uruguay,
   usa,
   zambia,
+  venezuela,
   vietnam,
 };
 
diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/argentina.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/argentina.geojson
new file mode 100644
index 0000000000..35ac2073a0
--- /dev/null
+++ b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/argentina.geojson
@@ -0,0 +1,30 @@
+{
+"type": "FeatureCollection",
+"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
+"features": [
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+{ "type": "Feature", "properties": { "ISO": "AR-Y", "NAME_1": "Jujuy" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ -67.251328739999906, -23.733090625999878 ], [ -67.013966837999874, -23.000713805999879 ], [ -67.193904174999972, -22.82222340899996 ], [ -67.026627563999909, -22.639392190999985 ], [ -67.032725382999871, -22.524567158999986 ], [ -66.785091918999882, -22.427622171999957 ], [ -66.735895955999922, -22.225050557999921 ], [ -66.377468220999845, -22.127072040999892 ],  [...]
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/colombia.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/colombia.geojson
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/costa rica.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/costa rica.geojson
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/cuba.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/cuba.geojson
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/dominican republic.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/dominican republic.geojson
new file mode 100644
index 0000000000..6af4a2f9fb
--- /dev/null
+++ b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/dominican republic.geojson	
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/ecuador.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/ecuador.geojson
new file mode 100644
index 0000000000..76f332f09d
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/el salvador.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/el salvador.geojson
new file mode 100644
index 0000000000..14639b3160
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/guatemala.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/guatemala.geojson
new file mode 100644
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/honduras.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/honduras.geojson
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/nicaragua.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/nicaragua.geojson
new file mode 100644
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/paraguay.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/paraguay.geojson
new file mode 100644
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/puerto rico.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/puerto rico.geojson
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/saint barthelemy.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/saint barthelemy.geojson
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/saint martin.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/saint martin.geojson
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diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/venezuela.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/venezuela.geojson
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