Update app.py

app.py

@@ -71,22 +71,25 @@ def map_Sex(value):
 
 def map_Education(value):
     mapping = {
-        "Never attended school": 0,
-        "Grades 1-8": 1,
-        "Grades 9-11": 2,
-        "Grade 12 or GED": 3,
-        "College 1-3 years": 4,
-        "College 4+ years": 5
+        "Never attended school": 1,
+        "Grades 1-8": 2,
+        "Grades 9-11": 3,
+        "Grade 12 or GED": 4,
+        "College 1-3 years": 5,
+        "College 4+ years": 6
     }
     return mapping[value]
 
 def map_Income(value):
     mapping = {
-        "< $10,000": 0,
-        "$10,000 - $24,999": 1,
-        "$25,000 - $49,999": 2,
-        "$50,000 - $74,999": 3,
-        "$75,000 or more": 4 
+        "> $10,000": 1,
+        "> $20,000": 2,
+        "> $25,000": 3,
+        "> $30,000": 4,
+        "> $35,000": 5,
+        "> $50,000": 6,
+        "> $60,000": 7
+        "< $75,000": 8
     }
     return mapping[value]
 
@@ -173,7 +176,7 @@ with gr.Blocks(title=title) as demo:
         Age = gr.Number(label="Age")
     with gr.Row():
         Education = gr.Dropdown(label="Education Level", choices=["Never attended school", "Grades 1-8", "Grades 9-11", "Grade 12 or GED", "College 1-3 years", "College 4+ years"])
-        Income = gr.Dropdown(label="Income Level", choices=["< $10,000", "$10,000 - $24,999", "$25,000 - $49,999", "$50,000 - $74,999", "$75,000 or more"])
+        Income = gr.Dropdown(label="Income Level", choices=["> $10,000", "> $20,000", "> $25,000", "> $30,000", "> $35,000","> $50,000","> $60,000", "< $75,000"])
 
     with gr.Column(visible=True) as output_col:
         label = gr.Label(label = "Predicted Label")
@@ -191,8 +194,8 @@ with gr.Blocks(title=title) as demo:
     )
 
     gr.Markdown("### Click on any of the examples below to see how it works:")
-    gr.Examples([["No", "No", "Yes", 22, "No", "No", "No", "Yes", "Yes", "Yes", "No", "No", "Yes", 3, 25, 23, "No", "Female", 22, "Grade 12 or GED", "$25,000 - $49,999"],
-                 ["Yes", "Yes", "Yes", 30, "Yes", "Yes", "Yes", "No", "No", "No", "Yes", "Yes", "No", 2, 20, 23, "No", "No", 21, "College 4+ years", "$75,000 or more"]],
+    gr.Examples([["No", "No", "Yes", 22, "No", "No", "No", "Yes", "Yes", "Yes", "No", "No", "Yes", 3, 25, 23, "No", "Female", 22, "Grade 12 or GED", "$35,000"],
+                 ["Yes", "Yes", "Yes", 30, "Yes", "Yes", "Yes", "No", "No", "No", "Yes", "Yes", "No", 2, 20, 23, "No", "No", 21, "College 4+ years", "< $75,000"]],
                 [HighBP, HighChol, CholCheck, BMI, Smoker, Stroke, HeartDiseaseorAttack, PhysActivity, Fruits, Veggies, HvyAlcoholConsump, 
                  AnyHealthcare, NoDocbcCost, GenHlth, MentHlth, PhysHlth, DiffWalk, Sex, Age, Education, Income], 
                 [label,local_plot], main_func, cache_examples=True)