Update app.py

app.py

@@ -81,41 +81,19 @@ st.markdown("""
 <li>Analysis</li>
 <li>Structuring</li>
 </ul>""",unsafe_allow_html=True)
-st.title("Drug Trial Analysis")
-
-# Input for number of participants
-total_participants = st.number_input("Total Participants:", min_value=100, max_value=10000, value=1000)
-
-# Input for number of participants in drug and placebo groups
-drug_group_size = st.number_input("Size of Drug Group:", min_value=1, max_value=total_participants - 1, value=500)
-placebo_group_size = total_participants - drug_group_size
-
+st.title("Drug Trial Analysis Between Covaxine and Covishiled")
+total_participants = st.number_input("Total Participants For Covaxine:", min_value=100, max_value=10000, value=1000)
+total_participants_1 = st.number_input("Total Participants For Covishield:", min_value=100, max_value=1000, value=1000)
 # Input for side effects
-side_effects_drug = st.number_input("Number of Side Effects in Drug Group:", min_value=0, max_value=drug_group_size, value=100)
-side_effects_placebo = st.number_input("Number of Side Effects in Placebo Group:", min_value=0, max_value=placebo_group_size, value=20)
+side_effects_drug_1 = st.number_input("Number of Side Effects in Covaxine:", min_value=0, max_value=10000, value=100)
+side_effects_drug_2 = st.number_input("Number of Side Effects in Covishield:", min_value=0, max_value=10000, value=20)
 
 # Calculate probabilities
-p_side_effects_drug = side_effects_drug / drug_group_size
-p_side_effects_placebo = side_effects_placebo / placebo_group_size
-
-# Calculate Risk Difference and Relative Risk
-risk_difference = p_side_effects_drug - p_side_effects_placebo
-relative_risk = p_side_effects_drug / p_side_effects_placebo if p_side_effects_placebo > 0 else np.nan
+p_side_effects_drug_1 = (side_effects_drug_1 / total_participants)*100
+p_side_effects_drug_2 = (side_effects_drug_2 / total_participants_1)*100
 
 # Display results
 st.subheader("Results:")
-st.write(f"Probability of Side Effects in Drug Group: {p_side_effects_drug:.2%}")
-st.write(f"Probability of Side Effects in Placebo Group: {p_side_effects_placebo:.2%}")
-st.write(f"Risk Difference: {risk_difference:.2%}")
-st.write(f"Relative Risk: {relative_risk:.2f}" if not np.isnan(relative_risk) else "Relative Risk: Undefined (Placebo group has no side effects)")
-
-# Visualization
-st.subheader("Visualization")
-labels = ['Drug Group', 'Placebo Group']
-sizes = [p_side_effects_drug, p_side_effects_placebo]
-colors = ['lightblue', 'lightgreen']
+st.write(f"Probability of Side Effects in Drug Group: {p_side_effects_drug_1:%}")
+st.write(f"Probability of Side Effects in Placebo Group: {p_side_effects_drug_2:%}")
 
-fig, ax = plt.subplots()
-ax.pie(sizes, labels=labels, colors=colors, autopct='%1.1f%%', startangle=90)
-ax.axis('equal')  # Equal aspect ratio ensures that pie chart is circular.
-st.pyplot(fig)