Update app.py

app.py

@@ -11,47 +11,39 @@ import predictor
 data = pd.DataFrame(np.zeros((1,60)),columns=predictor.X_test.columns, index=[0])
 
 
-OverallQual = st.slider("Overall Quality", 1, 5)
-data["OverallQual"] = OverallQual
-GrLivingArea = st.slider("Above ground Living Area (sqft):", 0, 5000)
-data["GrLivArea"] = GrLivingArea
-YearBuilt = st.number_input("Year Built: ", value=2000, min_value=1800, max_value=2023)
-data["YearBuilt"] = YearBuilt
-TotalBsmtSF = st.number_input("Total Basement Square Footage:", value=0, min_value=0)
-data["TotalBsmtSF"] = TotalBsmtSF
-BsmtFinSF1 = st.number_input("Square Footage of Type 1 Basement (same as total if one type):", value=0, min_value=0)
-data["BsmtFinSF1"] = BsmtFinSF1
-data["YearRemodAdd"] = st.number_input("Year of Remodeling/Additions (same as year built if no remodeling)", value = 2000, min_value= 1800,max_value=2023)
-data["LotArea"] = st.slider("Lot Area:", 0, 5000)
-data["OverallCond"] = st.slider("Overall Condition of the House (5 being the best):", 1, 5)
-data["1stFlrSF"] = st.number_input("First Floor Square Footage:", min_value=0,value=0)
-data["GarageCars"] = st.slider("Number of Cars the Garage Can Hold:", 0, 10)
-data["2ndFlrSF"] = st.number_input("Second Floor Square Footage:", value=0, min_value=0)
-data["Fireplaces"] = st.slider("Number of Fireplaces:", 0, 10)
-data["Neighborhood"] = st.slider("Neighborhood:", 0, 24)
-data["GarageArea"] = st.number_input("Garage Area (sqft):", value= 0, min_value=0)
-data["BsmtFullBath"] = st.slider("Number of Full Bathrooms in the Basement:", 0, 5)
-data["FullBath"] = st.slider("Number of Full Bathroooms Above Ground:", 0, 5)
-data["HalfBath"] = st.slider("Number of Half Bathrooms Above Ground (no shower):", 0, 5)
-data["KitchenQual"] = st.slider("Quality of the Kitchen", 1, 5)
-data["OpenPorchSF"] = st.number_input("Open Porch Square Footage:", value=0, min_value=0)
-data["MoSold"] = st.slider("Month Sold:", 1,12)
+OverallQual = st.sidebar.slider("Overall Quality", 1, 5)
+with st.sidebar:
+    data["OverallQual"] = OverallQual
+    GrLivingArea = st.slider("Above ground Living Area (sqft):", 0, 5000)
+    data["GrLivArea"] = GrLivingArea
+    YearBuilt = st.number_input("Year Built: ", value=2000, min_value=1800, max_value=2023)
+    data["YearBuilt"] = YearBuilt
+    TotalBsmtSF = st.number_input("Total Basement Square Footage:", value=0, min_value=0)
+    data["TotalBsmtSF"] = TotalBsmtSF
+    BsmtFinSF1 = st.number_input("Square Footage of Type 1 Basement (same as total if one type):", value=0, min_value=0)
+    data["BsmtFinSF1"] = BsmtFinSF1
+    data["YearRemodAdd"] = st.number_input("Year of Remodeling/Additions (same as year built if no remodeling)", value = 2000, min_value= 1800,max_value=2023)
+    data["LotArea"] = st.slider("Lot Area:", 0, 5000)
+    data["OverallCond"] = st.slider("Overall Condition of the House (5 being the best):", 1, 5)
+    data["1stFlrSF"] = st.number_input("First Floor Square Footage:", min_value=0,value=0)
+    data["GarageCars"] = st.slider("Number of Cars the Garage Can Hold:", 0, 10)
+    data["2ndFlrSF"] = st.number_input("Second Floor Square Footage:", value=0, min_value=0)
+    data["Fireplaces"] = st.slider("Number of Fireplaces:", 0, 10)
+    data["Neighborhood"] = st.slider("Neighborhood:", 0, 24)
+    data["GarageArea"] = st.number_input("Garage Area (sqft):", value= 0, min_value=0)
+    data["BsmtFullBath"] = st.slider("Number of Full Bathrooms in the Basement:", 0, 5)
+    data["FullBath"] = st.slider("Number of Full Bathroooms Above Ground:", 0, 5)
+    data["HalfBath"] = st.slider("Number of Half Bathrooms Above Ground (no shower):", 0, 5)
+    data["KitchenQual"] = st.slider("Quality of the Kitchen", 1, 5)
+    data["OpenPorchSF"] = st.number_input("Open Porch Square Footage:", value=0, min_value=0)
+    data["MoSold"] = st.slider("Month Sold:", 1,12)
 
 #The button
-if st.button("Calculate"):
+if st.button("Calculate Your House Price!"):
     results = predictor.make_a_prediction(data)
-    print(results[0])
+    st.write('{0:.2f}'.format(results[0]))
+    
 
-add_selectbox = st.sidebar.selectbox(
-    "How would you like to be contacted?",
-    ("Email", "Home phone", "Mobile phone")
-)
 
-# Using "with" notation
-with st.sidebar:
-    add_radio = st.radio(
-        "Choose a shipping method",
-        ("Standard (5-15 days)", "Express (2-5 days)")
-    )