diff --git a/20_areal_data.ipynb b/20_areal_data.ipynb index 6245bf3..3e02d10 100644 --- a/20_areal_data.ipynb +++ b/20_areal_data.ipynb @@ -15,18 +15,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/anaconda3/envs/aims/lib/python3.9/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n" - ] - } - ], + "outputs": [], "source": [ "#!pip install geopandas\n", "\n", @@ -90,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -113,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -205,7 +196,7 @@ "4 2015-05-21 14:28:26+00:00 MULTIPOLYGON (((27.15761 -32.83846, 27.15778 -... " ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -216,7 +207,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -275,19 +266,17 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "# Create a GeoDataFrame with administrative boundaries (made-up data for illustration)\n", + "# create a GeoDataFrame with administrative boundaries (made-up data for illustration)\n", "data = {'geometry': [Polygon([(0, 0), (0, 2), (2, 2), (2, 0)]), # Polygon 1\n", " Polygon([(2, 0), (2, 2), (4, 2), (4, 0)]), # Polygon 2\n", " Polygon([(0, 2), (1, 4), (3, 4), (3, 2)]), # Polygon 3\n", @@ -353,8 +329,27 @@ " 'Admin District 4', 'Admin District 5', 'Admin District 6'], # Names of admin districts\n", " 'Population': [5000, 7000, 4000, 8000, 6000, 3000]} # Population counts for each admin district\n", "\n", - "gdf_toy = gpd.GeoDataFrame(data)\n", "\n", + "gdf_toy = gpd.GeoDataFrame(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ "# Plot the administrative boundaries with population size represented by color\n", "fig, ax = plt.subplots(figsize=(8, 5))\n", "\n", @@ -362,6 +357,7 @@ "cmap = plt.cm.viridis # Change the colormap here\n", "norm = Normalize(vmin=gdf_toy['Population'].min(), vmax=gdf_toy['Population'].max())\n", "sm = ScalarMappable(norm=norm, cmap=cmap)\n", + "sm.set_array([]) # Necessary to use sm with plt.colorbar\n", "\n", "# Plot each administrative boundary with color based on population size\n", "for idx, row in gdf_toy.iterrows():\n", @@ -369,7 +365,7 @@ " gdf_toy.iloc[[idx]].plot(ax=ax, color=color, edgecolor='black')\n", "\n", "# Add colorbar with a shorter length\n", - "cbar = plt.colorbar(sm, shrink=0.5) # Adjust the shrink parameter to change the length of the color bar\n", + "cbar = plt.colorbar(sm, ax=ax, shrink=0.5) # Adjust the shrink parameter to change the length of the color bar\n", "cbar.set_label('Population Size')\n", "\n", "plt.xlabel('Longitude')\n", @@ -377,7 +373,9 @@ "plt.title('Example of areal data')\n", "plt.grid(True)\n", "plt.tight_layout()\n", - "plt.show()\n" + "plt.show()\n", + "\n", + "\n" ] }, { @@ -767,7 +765,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.19" } }, "nbformat": 4,