First draft of data preprocessing

data_processing/aggregate_data.py

@@ -0,0 +1,5 @@
+# Small area id: id of the small area
+# Density: current density of the small area
+# Income distribution: the distribution of income
+# Age distribution: 
+columns = ["smallAreaId", "density", "income_distribution", "age_distribution", "geometry", "projected_dwellings"]

given_data/borgarlina3_leaflet.py

@@ -73,10 +73,10 @@ def create_map(lina1_wgs84, all_dwellings_smallarea):
     display(m)
 
 def main():
-  geojson_file = "cityline_2025.geojson"
-  pop_file = "ibuafjoldi.csv"
-  smallarea_file = "smasvaedi_2021.json"
-  dwellings_file = "ibudir.csv"
+  geojson_file = "given_data/cityline_geojson/cityline_2025.geojson"
+  pop_file = "given_data/ibuafjoldi.csv"
+  smallarea_file = "given_data/smasvaedi_2021.json"
+  dwellings_file = "given_data/ibudir.csv"
 
   lina1_wgs84, pop2024_smallarea, all_dwellings_smallarea = load_and_preprocess_data(geojson_file, pop_file, smallarea_file, dwellings_file)
   create_map(lina1_wgs84, all_dwellings_smallarea)  # Call the function to create the map

requirements.txt

@@ -2,4 +2,7 @@ pyproj
 geopandas
 pandas
 matplotlib
-seaborn
+seaborn
+Ipython
+ipyleaflet
+folium