Update app.py

app.py

@@ -2,90 +2,34 @@ import streamlit as st
 import plotly.express as px
 import pandas as pd
 
-# Define the states and conditions of interest with emojis
+# Define the states and conditions of interest
 states = ["Minnesota 🌲", "Florida 🌴", "California 🌞"]
 top_n = 10
 
-# Define the list dictionary of top 10 health conditions descending by cost with emojis and Wikipedia links
 health_conditions = [
-    {
-        "condition": "Heart disease ❤️", 
-        "spending": 214.3, 
-        "definition": "Heart disease is when your heart has problems working properly. It can cause chest pain and other symptoms. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Heart_disease)."
-    },
-    {
-        "condition": "Trauma-related disorders 🤕", 
-        "spending": 198.6, 
-        "definition": "Trauma-related disorders are mental health conditions that can occur after someone experiences a traumatic event, like a car accident or natural disaster. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Trauma_(medicine))."
-    },
-    {
-        "condition": "Cancer 🦀", 
-        "spending": 171.0, 
-        "definition": "Cancer is a disease where your body's cells grow out of control. It can cause lumps or tumors and make you feel sick. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Cancer)."
-    },
-    {
-        "condition": "Mental disorders 🧠", 
-        "spending": 150.8, 
-        "definition": "Mental disorders are conditions that affect your mood, behavior, or thinking. They can make it hard to function normally. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Mental_disorder)."
-    },
-    {
-        "condition": "Osteoarthritis and joint disorders 🦴", 
-        "spending": 142.4, 
-        "definition": "Osteoarthritis and joint disorders are conditions that can cause pain and stiffness in your joints. They often happen as you get older. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Osteoarthritis)."
-    },
-    {
-        "condition": "Diabetes 🍬", 
-        "spending": 107.4, 
-        "definition": "Diabetes is a condition where your body has trouble processing sugar. It can cause high blood sugar levels and make you feel sick. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Diabetes)."
-    },
-    {
-        "condition": "Chronic obstructive pulmonary disease and asthma 🫁", 
-        "spending": 91.0, 
-        "definition": "Chronic obstructive pulmonary disease (COPD) and asthma are conditions that can make it hard to breathe. They can cause coughing, wheezing, and other symptoms. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Chronic_obstructive_pulmonary_disease)."
-    },
-    {
-        "condition": "Hypertension 🩺", 
-        "spending": 83.9, 
-        "definition": "Hypertension is another word for high blood pressure. It can put you at risk for heart disease and other health problems. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Hypertension).
-},
-{
-    "condition": "Hyperlipidemia 🍔", 
-    "spending": 83.9, 
-    "definition": "Hyperlipidemia is a condition where you have high levels of fat in your blood. It can put you at risk for heart disease and other health problems. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Hyperlipidemia)."
-},
-{
-    "condition": "Back problems 👨‍⚕️", 
-    "spending": 67.0, 
-    "definition": "Back problems can cause pain and stiffness in your back. They can be caused by a variety of factors, like poor posture or injuries. Learn more at [Wikipedia](https://en.wikipedia.org/wiki/Back_pain)."
-}
+    {"condition": "Heart disease ❤️", "spending": 214.3},
+    {"condition": "Trauma-related disorders 🤕", "spending": 198.6},
+    {"condition": "Cancer 🦀", "spending": 171.0},
+    {"condition": "Mental disorders 🧠", "spending": 150.8},
+    {"condition": "Osteoarthritis and joint disorders 🦴", "spending": 142.4},
+    {"condition": "Diabetes 🍬", "spending": 107.4},
+    {"condition": "Chronic obstructive pulmonary disease and asthma 🫁", "spending": 91.0},
+    {"condition": "Hypertension 🩺", "spending": 83.9},
+    {"condition": "Hyperlipidemia 🍔", "spending": 83.9},
+    {"condition": "Back problems 👨‍⚕️", "spending": 67.0}
 ]
 
-#Total the spending values
+# Total the spending values
 total_spending = sum([hc["spending"] for hc in health_conditions])
 
-#Create a DataFrame from the list dictionary
+# Create a DataFrame from the list dictionary
 df_top_conditions = pd.DataFrame(health_conditions)
 
-#Create a new field showing the state with the most cases per year for each condition
-df_top_conditions['most_cases_state'] = ''
-for i, row in df_top_conditions.iterrows():
-    condition = row['condition'].split(' ')[0]
-    condition_df = pd.read_csv(f'{condition}.csv')
-    condition_df = condition_df[condition_df['state'].isin(states)]
-    most_cases_state = condition_df.groupby('state')['cases'].sum().idxmax()
-    df_top_conditions.at[i, 'most_cases_state'] = f'{most_cases_state} 🏆'
+# Create the treemap graph using Plotly Express
+fig = px.treemap(df_top_conditions, path=["condition"], values="spending")
 
-#Create the treemap graph using Plotly Express
-fig = px.treemap(df_top_conditions, path=["condition"], values="spending", color='most_cases_state')
-
-#Set the title of the graph
+# Set the title of the graph
 fig.update_layout(title=f"Top {top_n} Health Conditions in {', '.join(states)} by Spending (Total: ${total_spending}B)")
 
-#Display the graph in Streamlit
+# Display the graph in Streamlit
 st.plotly_chart(fig)
-
-#Display definitions of each condition
-st.markdown("## Condition Definitions")
-for hc in health_conditions:
-    st.markdown(f"### {hc['condition']}")
-    st.markdown(hc['definition'])