diff --git a/Gridding.ipynb b/Gridding.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..7e12aa88b2c6ae7a8fbabd706437614f3da6d04e
--- /dev/null
+++ b/Gridding.ipynb
@@ -0,0 +1,706 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#Import libraries\n",
+ "# here you will need a virtual environment so geopandas works - see here https://geopandas.org/en/stable/getting_started/install.html - Gicela knows more about it\n",
+ "\n",
+ "import geopandas as gpd\n",
+ "import pandas as pd\n",
+ "import numpy as np\n",
+ "#import folium \n",
+ "import matplotlib.pyplot as plt \n",
+ "import contextily as cx\n",
+ "from shapely.geometry import Point\n",
+ "import contextily as ctx\n",
+ "\n",
+ "# For coordinates\n",
+ "from pyproj import CRS\n",
+ "\n",
+ "## For creating any gif\n",
+ "from matplotlib.animation import FuncAnimation\n",
+ "import matplotlib.colors as mcolors\n",
+ "from matplotlib import cm"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "## ---------- Read Shapefile Hamburg Final ----------- ##\n",
+ "\n",
+ "# Read Hamburg shapefile V2 - This is the correct version Gicela created\n",
+ "hamburg_shp = gpd.read_file(\"Data/Shapefile_Final\")\n",
+ "\n",
+ "# Set index to stadtteil \n",
+ "hamburg_shp.set_index('stadtteil', inplace=True)\n",
+ "\n",
+ "hamburg_shp.drop(\"Neuwerk\", axis=0, inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Refer to Excel for more details\n",
+ "data_df = pd.read_csv('Data/final_data.csv', sep=',')\n",
+ "\n",
+ "# Rename first column and drop empty last column\n",
+ "data_df.rename(columns={\"Unnamed: 0\": \"Stadtteil\"} ,inplace=True)\n",
+ "\n",
+ "# Drop column and set index\n",
+ "data_df.set_index(\"Stadtteil\", inplace=True)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "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>OBJECTID</th>\n",
+ " <th>bezirk</th>\n",
+ " <th>bezirk_nam</th>\n",
+ " <th>stadttei_1</th>\n",
+ " <th>stadttei_2</th>\n",
+ " <th>SHAPE_Leng</th>\n",
+ " <th>SHAPE_Area</th>\n",
+ " <th>Stadtteiln</th>\n",
+ " <th>geometry</th>\n",
+ " <th>Anzahl der Einwohner: innen</th>\n",
+ " <th>...</th>\n",
+ " <th>market_count</th>\n",
+ " <th>farms_count</th>\n",
+ " <th>greencrocers_count</th>\n",
+ " <th>supermarkets_count</th>\n",
+ " <th>biosupermarkets_count</th>\n",
+ " <th>all_restaurants_count</th>\n",
+ " <th>organic_restaurants_count</th>\n",
+ " <th>vegan_restaurants_count</th>\n",
+ " <th>art_score</th>\n",
+ " <th>distance_rathaus</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>Hamburg-Altstadt</th>\n",
+ " <td>1</td>\n",
+ " <td>1</td>\n",
+ " <td>Hamburg-Mitte</td>\n",
+ " <td>02101</td>\n",
+ " <td>101</td>\n",
+ " <td>9028.180532</td>\n",
+ " <td>3.676562e+06</td>\n",
+ " <td>Hamburg-Altstadt</td>\n",
+ " <td>POLYGON ((10.00603 53.54850, 10.00704 53.54814...</td>\n",
+ " <td>3182.0</td>\n",
+ " <td>...</td>\n",
+ " <td>2</td>\n",
+ " <td>0</td>\n",
+ " <td>1</td>\n",
+ " <td>4</td>\n",
+ " <td>0</td>\n",
+ " <td>129</td>\n",
+ " <td>0</td>\n",
+ " <td>4</td>\n",
+ " <td>5.912911</td>\n",
+ " <td>0.000000</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>HafenCity</th>\n",
+ " <td>2</td>\n",
+ " <td>1</td>\n",
+ " <td>Hamburg-Mitte</td>\n",
+ " <td>02102</td>\n",
+ " <td>102</td>\n",
+ " <td>13902.691334</td>\n",
+ " <td>6.860720e+06</td>\n",
+ " <td>HafenCity</td>\n",
+ " <td>POLYGON ((9.99864 53.53696, 9.99737 53.53702, ...</td>\n",
+ " <td>6950.0</td>\n",
+ " <td>...</td>\n",
+ " <td>1</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>6</td>\n",
+ " <td>1</td>\n",
+ " <td>56</td>\n",
+ " <td>3</td>\n",
+ " <td>1</td>\n",
+ " <td>2.079375</td>\n",
+ " <td>0.005758</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>Neustadt</th>\n",
+ " <td>3</td>\n",
+ " <td>1</td>\n",
+ " <td>Hamburg-Mitte</td>\n",
+ " <td>02103</td>\n",
+ " <td>103</td>\n",
+ " <td>11133.923114</td>\n",
+ " <td>6.395226e+06</td>\n",
+ " <td>Neustadt</td>\n",
+ " <td>POLYGON ((9.99383 53.55239, 9.99213 53.55163, ...</td>\n",
+ " <td>12649.0</td>\n",
+ " <td>...</td>\n",
+ " <td>1</td>\n",
+ " <td>0</td>\n",
+ " <td>2</td>\n",
+ " <td>6</td>\n",
+ " <td>1</td>\n",
+ " <td>140</td>\n",
+ " <td>4</td>\n",
+ " <td>4</td>\n",
+ " <td>7.436599</td>\n",
+ " <td>0.001174</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>St. Pauli</th>\n",
+ " <td>4</td>\n",
+ " <td>1</td>\n",
+ " <td>Hamburg-Mitte</td>\n",
+ " <td>02104</td>\n",
+ " <td>104</td>\n",
+ " <td>15968.675123</td>\n",
+ " <td>6.343533e+06</td>\n",
+ " <td>St. Pauli</td>\n",
+ " <td>POLYGON ((9.96336 53.54434, 9.96233 53.54435, ...</td>\n",
+ " <td>22056.0</td>\n",
+ " <td>...</td>\n",
+ " <td>1</td>\n",
+ " <td>0</td>\n",
+ " <td>1</td>\n",
+ " <td>10</td>\n",
+ " <td>0</td>\n",
+ " <td>109</td>\n",
+ " <td>1</td>\n",
+ " <td>2</td>\n",
+ " <td>2.640669</td>\n",
+ " <td>0.009631</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>St. Georg</th>\n",
+ " <td>5</td>\n",
+ " <td>1</td>\n",
+ " <td>Hamburg-Mitte</td>\n",
+ " <td>02105</td>\n",
+ " <td>105</td>\n",
+ " <td>9795.650670</td>\n",
+ " <td>5.155061e+06</td>\n",
+ " <td>St. Georg</td>\n",
+ " <td>POLYGON ((10.01230 53.54985, 10.01210 53.54986...</td>\n",
+ " <td>12318.0</td>\n",
+ " <td>...</td>\n",
+ " <td>2</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>11</td>\n",
+ " <td>0</td>\n",
+ " <td>80</td>\n",
+ " <td>2</td>\n",
+ " <td>4</td>\n",
+ " <td>4.862918</td>\n",
+ " <td>0.008493</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",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\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>Cranz</th>\n",
+ " <td>104</td>\n",
+ " <td>7</td>\n",
+ " <td>Harburg</td>\n",
+ " <td>02717</td>\n",
+ " <td>717</td>\n",
+ " <td>9995.339044</td>\n",
+ " <td>3.768256e+06</td>\n",
+ " <td>Cranz</td>\n",
+ " <td>POLYGON ((9.79130 53.53488, 9.79108 53.53461, ...</td>\n",
+ " <td>810.0</td>\n",
+ " <td>...</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>2</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>-7.032744</td>\n",
+ " <td>0.200686</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>Kleiner Grasbrook und Steinwerder</th>\n",
+ " <td>15</td>\n",
+ " <td>1</td>\n",
+ " <td>Hamburg-Mitte</td>\n",
+ " <td>02117</td>\n",
+ " <td>117</td>\n",
+ " <td>15098.951609</td>\n",
+ " <td>1.263071e+07</td>\n",
+ " <td>Kleiner Grasbrook und Steinwerder</td>\n",
+ " <td>POLYGON ((9.97701 53.52639, 9.97664 53.52620, ...</td>\n",
+ " <td>1105.0</td>\n",
+ " <td>...</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>-7.032744</td>\n",
+ " <td>0.012635</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>Waltershof und Finkenwerder</th>\n",
+ " <td>17</td>\n",
+ " <td>1</td>\n",
+ " <td>Hamburg-Mitte</td>\n",
+ " <td>02119</td>\n",
+ " <td>119</td>\n",
+ " <td>24017.866985</td>\n",
+ " <td>2.761682e+07</td>\n",
+ " <td>Waltershof und Finkenwerder</td>\n",
+ " <td>POLYGON ((9.93882 53.52171, 9.93661 53.52198, ...</td>\n",
+ " <td>11690.0</td>\n",
+ " <td>...</td>\n",
+ " <td>1</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>3</td>\n",
+ " <td>0</td>\n",
+ " <td>10</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>-1.666563</td>\n",
+ " <td>0.056412</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>Moorburg und Altenwerder</th>\n",
+ " <td>98</td>\n",
+ " <td>7</td>\n",
+ " <td>Harburg</td>\n",
+ " <td>02711</td>\n",
+ " <td>711</td>\n",
+ " <td>26953.563762</td>\n",
+ " <td>2.819170e+07</td>\n",
+ " <td>Moorburg und Altenwerder</td>\n",
+ " <td>POLYGON ((9.93234 53.47933, 9.93192 53.47941, ...</td>\n",
+ " <td>706.0</td>\n",
+ " <td>...</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>3</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>-7.032744</td>\n",
+ " <td>0.060658</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>Neuland und Gut Moor</th>\n",
+ " <td>89</td>\n",
+ " <td>7</td>\n",
+ " <td>Harburg</td>\n",
+ " <td>02702</td>\n",
+ " <td>702</td>\n",
+ " <td>22763.961107</td>\n",
+ " <td>2.276429e+07</td>\n",
+ " <td>Neuland und Gut Moor</td>\n",
+ " <td>POLYGON ((10.01926 53.43470, 10.01842 53.43526...</td>\n",
+ " <td>1829.0</td>\n",
+ " <td>...</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>1</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>-7.032744</td>\n",
+ " <td>0.077617</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "<p>99 rows × 48 columns</p>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " OBJECTID bezirk bezirk_nam stadttei_1 \\\n",
+ "Hamburg-Altstadt 1 1 Hamburg-Mitte 02101 \n",
+ "HafenCity 2 1 Hamburg-Mitte 02102 \n",
+ "Neustadt 3 1 Hamburg-Mitte 02103 \n",
+ "St. Pauli 4 1 Hamburg-Mitte 02104 \n",
+ "St. Georg 5 1 Hamburg-Mitte 02105 \n",
+ "... ... ... ... ... \n",
+ "Cranz 104 7 Harburg 02717 \n",
+ "Kleiner Grasbrook und Steinwerder 15 1 Hamburg-Mitte 02117 \n",
+ "Waltershof und Finkenwerder 17 1 Hamburg-Mitte 02119 \n",
+ "Moorburg und Altenwerder 98 7 Harburg 02711 \n",
+ "Neuland und Gut Moor 89 7 Harburg 02702 \n",
+ "\n",
+ " stadttei_2 SHAPE_Leng SHAPE_Area \\\n",
+ "Hamburg-Altstadt 101 9028.180532 3.676562e+06 \n",
+ "HafenCity 102 13902.691334 6.860720e+06 \n",
+ "Neustadt 103 11133.923114 6.395226e+06 \n",
+ "St. Pauli 104 15968.675123 6.343533e+06 \n",
+ "St. Georg 105 9795.650670 5.155061e+06 \n",
+ "... ... ... ... \n",
+ "Cranz 717 9995.339044 3.768256e+06 \n",
+ "Kleiner Grasbrook und Steinwerder 117 15098.951609 1.263071e+07 \n",
+ "Waltershof und Finkenwerder 119 24017.866985 2.761682e+07 \n",
+ "Moorburg und Altenwerder 711 26953.563762 2.819170e+07 \n",
+ "Neuland und Gut Moor 702 22763.961107 2.276429e+07 \n",
+ "\n",
+ " Stadtteiln \\\n",
+ "Hamburg-Altstadt Hamburg-Altstadt \n",
+ "HafenCity HafenCity \n",
+ "Neustadt Neustadt \n",
+ "St. Pauli St. Pauli \n",
+ "St. Georg St. Georg \n",
+ "... ... \n",
+ "Cranz Cranz \n",
+ "Kleiner Grasbrook und Steinwerder Kleiner Grasbrook und Steinwerder \n",
+ "Waltershof und Finkenwerder Waltershof und Finkenwerder \n",
+ "Moorburg und Altenwerder Moorburg und Altenwerder \n",
+ "Neuland und Gut Moor Neuland und Gut Moor \n",
+ "\n",
+ " geometry \\\n",
+ "Hamburg-Altstadt POLYGON ((10.00603 53.54850, 10.00704 53.54814... \n",
+ "HafenCity POLYGON ((9.99864 53.53696, 9.99737 53.53702, ... \n",
+ "Neustadt POLYGON ((9.99383 53.55239, 9.99213 53.55163, ... \n",
+ "St. Pauli POLYGON ((9.96336 53.54434, 9.96233 53.54435, ... \n",
+ "St. Georg POLYGON ((10.01230 53.54985, 10.01210 53.54986... \n",
+ "... ... \n",
+ "Cranz POLYGON ((9.79130 53.53488, 9.79108 53.53461, ... \n",
+ "Kleiner Grasbrook und Steinwerder POLYGON ((9.97701 53.52639, 9.97664 53.52620, ... \n",
+ "Waltershof und Finkenwerder POLYGON ((9.93882 53.52171, 9.93661 53.52198, ... \n",
+ "Moorburg und Altenwerder POLYGON ((9.93234 53.47933, 9.93192 53.47941, ... \n",
+ "Neuland und Gut Moor POLYGON ((10.01926 53.43470, 10.01842 53.43526... \n",
+ "\n",
+ " Anzahl der Einwohner: innen ... \\\n",
+ "Hamburg-Altstadt 3182.0 ... \n",
+ "HafenCity 6950.0 ... \n",
+ "Neustadt 12649.0 ... \n",
+ "St. Pauli 22056.0 ... \n",
+ "St. Georg 12318.0 ... \n",
+ "... ... ... \n",
+ "Cranz 810.0 ... \n",
+ "Kleiner Grasbrook und Steinwerder 1105.0 ... \n",
+ "Waltershof und Finkenwerder 11690.0 ... \n",
+ "Moorburg und Altenwerder 706.0 ... \n",
+ "Neuland und Gut Moor 1829.0 ... \n",
+ "\n",
+ " market_count farms_count \\\n",
+ "Hamburg-Altstadt 2 0 \n",
+ "HafenCity 1 0 \n",
+ "Neustadt 1 0 \n",
+ "St. Pauli 1 0 \n",
+ "St. Georg 2 0 \n",
+ "... ... ... \n",
+ "Cranz 0 0 \n",
+ "Kleiner Grasbrook und Steinwerder 0 0 \n",
+ "Waltershof und Finkenwerder 1 0 \n",
+ "Moorburg und Altenwerder 0 0 \n",
+ "Neuland und Gut Moor 0 0 \n",
+ "\n",
+ " greencrocers_count supermarkets_count \\\n",
+ "Hamburg-Altstadt 1 4 \n",
+ "HafenCity 0 6 \n",
+ "Neustadt 2 6 \n",
+ "St. Pauli 1 10 \n",
+ "St. Georg 0 11 \n",
+ "... ... ... \n",
+ "Cranz 0 0 \n",
+ "Kleiner Grasbrook und Steinwerder 0 0 \n",
+ "Waltershof und Finkenwerder 0 3 \n",
+ "Moorburg und Altenwerder 0 0 \n",
+ "Neuland und Gut Moor 0 0 \n",
+ "\n",
+ " biosupermarkets_count \\\n",
+ "Hamburg-Altstadt 0 \n",
+ "HafenCity 1 \n",
+ "Neustadt 1 \n",
+ "St. Pauli 0 \n",
+ "St. Georg 0 \n",
+ "... ... \n",
+ "Cranz 0 \n",
+ "Kleiner Grasbrook und Steinwerder 0 \n",
+ "Waltershof und Finkenwerder 0 \n",
+ "Moorburg und Altenwerder 0 \n",
+ "Neuland und Gut Moor 0 \n",
+ "\n",
+ " all_restaurants_count \\\n",
+ "Hamburg-Altstadt 129 \n",
+ "HafenCity 56 \n",
+ "Neustadt 140 \n",
+ "St. Pauli 109 \n",
+ "St. Georg 80 \n",
+ "... ... \n",
+ "Cranz 2 \n",
+ "Kleiner Grasbrook und Steinwerder 0 \n",
+ "Waltershof und Finkenwerder 10 \n",
+ "Moorburg und Altenwerder 3 \n",
+ "Neuland und Gut Moor 1 \n",
+ "\n",
+ " organic_restaurants_count \\\n",
+ "Hamburg-Altstadt 0 \n",
+ "HafenCity 3 \n",
+ "Neustadt 4 \n",
+ "St. Pauli 1 \n",
+ "St. Georg 2 \n",
+ "... ... \n",
+ "Cranz 0 \n",
+ "Kleiner Grasbrook und Steinwerder 0 \n",
+ "Waltershof und Finkenwerder 0 \n",
+ "Moorburg und Altenwerder 0 \n",
+ "Neuland und Gut Moor 0 \n",
+ "\n",
+ " vegan_restaurants_count art_score \\\n",
+ "Hamburg-Altstadt 4 5.912911 \n",
+ "HafenCity 1 2.079375 \n",
+ "Neustadt 4 7.436599 \n",
+ "St. Pauli 2 2.640669 \n",
+ "St. Georg 4 4.862918 \n",
+ "... ... ... \n",
+ "Cranz 0 -7.032744 \n",
+ "Kleiner Grasbrook und Steinwerder 0 -7.032744 \n",
+ "Waltershof und Finkenwerder 0 -1.666563 \n",
+ "Moorburg und Altenwerder 0 -7.032744 \n",
+ "Neuland und Gut Moor 0 -7.032744 \n",
+ "\n",
+ " distance_rathaus \n",
+ "Hamburg-Altstadt 0.000000 \n",
+ "HafenCity 0.005758 \n",
+ "Neustadt 0.001174 \n",
+ "St. Pauli 0.009631 \n",
+ "St. Georg 0.008493 \n",
+ "... ... \n",
+ "Cranz 0.200686 \n",
+ "Kleiner Grasbrook und Steinwerder 0.012635 \n",
+ "Waltershof und Finkenwerder 0.056412 \n",
+ "Moorburg und Altenwerder 0.060658 \n",
+ "Neuland und Gut Moor 0.077617 \n",
+ "\n",
+ "[99 rows x 48 columns]"
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "hamburg_shp = pd.merge(hamburg_shp , data_df, left_index=True, right_index=True)\n",
+ "\n",
+ "hamburg_shp"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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",
+ "text/plain": [
+ "<Figure size 1000x1000 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(figsize=(10, 10))\n",
+ "\n",
+ "im = hamburg_shp.plot(\n",
+ " column='market_count',\n",
+ " ax=ax,\n",
+ " edgecolor=\"k\",\n",
+ " cmap=\"Reds\",\n",
+ " legend=True, \n",
+ ")\n",
+ "\n",
+ "# remove the axis - I think it looks better \n",
+ "ax.axis(\"off\")\n",
+ "\n",
+ "#Title\n",
+ "ax.set_title(\"Market_count\")\n",
+ "\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 43,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from shapely.geometry import Polygon\n",
+ "import numpy as np\n",
+ "import geopandas as gpd\n",
+ "\n",
+ "# Assuming 'gdf' is your GeoDataFrame containing polygons\n",
+ "minx, miny, maxx, maxy = hamburg_shp.total_bounds\n",
+ "\n",
+ "# Define your grid cell size\n",
+ "grid_height = grid_width = 0.01 # Adjust this value based on your needs\n",
+ "\n",
+ "# Generate the grid cells\n",
+ "x_coords = np.arange(minx, maxx + grid_width, grid_width)\n",
+ "y_coords = np.arange(miny, maxy + grid_height, grid_height)\n",
+ "grid_cells = []\n",
+ "for x in x_coords:\n",
+ " for y in y_coords:\n",
+ " grid_cells.append(Polygon([(x, y), (x+grid_width, y), (x+grid_width, y+grid_height), (x, y+grid_height)]))\n",
+ "\n",
+ "# Create a GeoDataFrame for your grid\n",
+ "grid_gdf = gpd.GeoDataFrame(grid_cells, columns=['geometry'])\n",
+ "\n",
+ "grid_gdf.crs = hamburg_shp.crs\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 44,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/Users/ferdinand/anaconda3/envs/geo_env/lib/python3.12/site-packages/IPython/core/interactiveshell.py:3490: FutureWarning: The `op` parameter is deprecated and will be removed in a future release. Please use the `predicate` parameter instead.\n",
+ " if await self.run_code(code, result, async_=asy):\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Perform a spatial join between the grid and the polygons\n",
+ "# This example uses 'intersects' to join based on overlapping areas\n",
+ "joined_gdf = gpd.sjoin(grid_gdf, hamburg_shp, how='left', op='intersects')\n",
+ "\n",
+ "# Now, 'joined_gdf' contains grid cells and the data from any polygons they intersect\n",
+ "# You might have multiple polygons intersecting a single cell, which could require aggregation\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 45,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Assuming 'data_attribute' is a column in your original gdf you want to transfer\n",
+ "# Replace 'mean' with an appropriate aggregation function if needed\n",
+ "aggregated_data = joined_gdf.groupby(joined_gdf.index).agg({'market_count': 'mean'})\n",
+ "\n",
+ "# Join the aggregated data back to the grid GeoDataFrame\n",
+ "grid_gdf = grid_gdf.join(aggregated_data)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 49,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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",
+ "text/plain": [
+ "<Figure size 1000x1000 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "fig, ax = plt.subplots(figsize=(10, 10))\n",
+ "hamburg_shp.plot(ax=ax, color='none', edgecolor='gainsboro', zorder=3)\n",
+ "grid_gdf.plot(column='market_count', ax=ax, alpha=0.8, legend=True, cmap='viridis', zorder=2)\n",
+ "plt.show()\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "geo_env",
+ "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": "3.12.0"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}