Update app.py

app.py

@@ -179,6 +179,34 @@ with st.sidebar:
     if radius_visible:
         radius_in_meters = st.slider('Selecione raio (em metros)', min_value=100, max_value=5000, value=1000)
 
+    # Add sliders to filter data based
+    atotal_range = st.slider('Área Total', float(data['Atotal'].min()), float(data['Atotal'].max()), (float(data['Atotal'].min()), float(data['Atotal'].max())))
+    apriv_range = st.slider('Área Privativa', float(data['Apriv'].min()), float(data['Apriv'].max()), (float(data['Apriv'].min()), float(data['Apriv'].max())))
+    dorm_range = st.slider('Dormitórios', float(data['Dorm'].min()), float(data['Dorm'].max()), (float(data['Dorm'].min()), float(data['Dorm'].max())))
+    banho_range = st.slider('Banheiros', float(data['Banheiro'].min()), float(data['Banheiro'].max()), (float(data['Banheiro'].min()), float(data['Banheiro'].max())))
+    vaga_range = st.slider('Vaga de estacionamento', float(data['Vaga'].min()), float(data['Vaga'].max()), (float(data['Vaga'].min()), float(data['Vaga'].max())))
+
+    # Add checkboxes for dummy features
+    elev_checkbox = st.checkbox('Elevador')
+    churr_checkbox = st.checkbox('Churrasqueira')
+    esq_checkbox = st.checkbox('Duas ou mais frentes')
+
+    # Transform checkbox values into 1s and 0s
+    elev_value = 1 if elev_checkbox else 0
+    churr_value = 1 if churr_checkbox else 0
+    esq_value = 1 if esq_checkbox else 0
+
+    data = data[(data['Tipo'] == selected_tipo) &
+            (data['Atotal'] == atotal_range) &
+            (data['Apriv'] == apriv_range) &
+            (data['Dorm'] == dorm_range) &
+            (data['Banheiro'] == banho_range) &
+            (data['Vaga'] == vaga_range) &  
+            (data['Elevador'] == elev_value) &
+            (data['Churrasq'] == churr_value) &
+            (data['Lot_pos'] == esq_value)]
+
+
     # Links to other apps at the bottom of the sidebar
     st.sidebar.markdown(factor_html, unsafe_allow_html=True)
     st.sidebar.markdown(evo_html, unsafe_allow_html=True)