Update app.py

app.py

@@ -31,46 +31,33 @@ with g.subgraph(name='cluster_MN') as c:
 st.graphviz_chart(g)
 
 
-def render_hospital_graph(hospital):
-    g = gv.Graph(format='svg')
-    g.graph_attr['bgcolor'] = '#FFFFFF'
-    g.graph_attr['outputorder'] = 'edgesfirst'
-    g.graph_attr['size'] = '10,10'
-    g.node_attr['style'] = 'filled'
-    g.node_attr['shape'] = 'box'
-    g.node_attr['fillcolor'] = '#FFDAB9'
-
-    with g.subgraph(name=f'cluster_{hospital[0]}') as c:
-        c.graph_attr['bgcolor'] = '#ADD8E6'
-        c.node_attr['color'] = '#000000'
-        c.node_attr['fontcolor'] = '#000000'
-        c.attr(label=hospital[0], fontsize='24')
-        with c.subgraph(name=f'cluster_{hospital[1]}') as s:
-            s.attr(label=hospital[1], fontsize='16')
-            s.node(hospital[2], fontsize='12')
-            with s.subgraph(name=f'cluster_{hospital[2]}') as s1:
-                s1.attr(fontsize='10')
-                s1.node(hospital[3])
-
-    svg_output = g.pipe(format='svg')
-    return svg_output
+import folium
+from streamlit_folium import folium_static
 
 # Define hospitals data
-hospitals = [('Allina Health', 'Abbott Northwestern Hospital', 'Beds: 627', 'Specialties: Cardiovascular care, neurosciences, cancer care'),
-             ('Fairview Health Services', 'University of Minnesota Medical Center', 'Beds: 914', 'Specialties: Cancer care, transplant services, orthopedics'),
-             ('HealthPartners', 'Regions Hospital', 'Beds: 454', 'Specialties: Level I Trauma Center, heart care, cancer care'),
-             ('Mayo Clinic', 'Saint Marys Hospital', 'Beds: 1,265', 'Specialties: Cardiology, neurology, gastroenterology'),
-             ('CentraCare', 'St. Cloud Hospital', 'Beds: 489', 'Specialties: Cancer care, heart care, neuroscience'),
-             ('Essentia Health', 'St. Mary’s Medical Center', 'Beds: 330', 'Specialties: Cancer care, heart care, orthopedics'),
-             ('Hennepin Healthcare', 'HCMC', 'Beds: 497', 'Specialties: Level I Trauma Center, burn center, cancer care'),
-             ("Children's Minnesota", "Children's Hospitals and Clinics of Minnesota", 'Beds: 381', 'Specialties: Pediatrics, heart care, neonatology'),
-             ('Sanford Health', 'Sanford Bemidji Medical Center', 'Beds: 161', 'Specialties: Cancer care, heart care, orthopedics'),
-             ("St. Luke's Hospital", "St. Luke's Hospital", 'Beds: 267', 'Specialties: Cancer care, heart care, orthopedics')]
+hospitals = [('Allina Health', 'Abbott Northwestern Hospital', 44.957071, -93.262609),
+             ('Fairview Health Services', 'University of Minnesota Medical Center', 44.973944, -93.230865),
+             ('HealthPartners', 'Regions Hospital', 44.948451, -93.093207),
+             ('Mayo Clinic', 'Saint Marys Hospital', 44.020716, -92.467034),
+             ('CentraCare', 'St. Cloud Hospital', 45.570253, -94.168973),
+             ('Essentia Health', 'St. Mary’s Medical Center', 46.802551, -92.099605),
+             ('Hennepin Healthcare', 'HCMC', 44.973946, -93.261186),
+             ("Children's Minnesota", "Children's Hospitals and Clinics of Minnesota", 44.946371, -93.233535),
+             ('Sanford Health', 'Sanford Bemidji Medical Center', 47.496691, -94.864009),
+             ("St. Luke's Hospital", "St. Luke's Hospital", 46.774196, -92.104049)]
 
-# Render a separate graph for each hospital
+# Create a map centered on Minnesota
+m = folium.Map(location=[46.729553, -94.6859], zoom_start=7)
+
+# Add markers for each hospital
 for hospital in hospitals:
-    svg_output = render_hospital_graph(hospital)
-    st.write(svg_output, unsafe_allow_html=True)
+    folium.Marker(
+        location=[hospital[2], hospital[3]],
+        popup=f'{hospital[1]}<br>{hospital[2]},{hospital[3]}'
+    ).add_to(m)
+
+# Display the map in Streamlit
+folium_static(m)