Update app.py

app.py

@@ -38,76 +38,118 @@ if df_cleaned is not None:
         st.header(f"Admission Details for {district}")
         st.write(filtered_summary)
 
-        # Plotting the data
-        st.header("Admission Summary by District")
-
-        fig, axes = plt.subplots(10, 1, figsize=(15, 50), sharex=True)
-
         # Graph 1: Minorities - Sanctioned vs Admitted
-        axes[0].bar(summary['District'], summary['Minorities Sanctioned'], label='Sanctioned', color='blue')
-        axes[0].bar(summary['District'], summary['Minorities Admitted'], label='Admitted', color='green')
-        axes[0].set_title('Minorities: Sanctioned vs Admitted')
-        axes[0].set_ylabel('Number of Seats')
-        axes[0].legend()
+        st.header('Minorities: Sanctioned vs Admitted')
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], summary['Minorities Sanctioned'], label='Sanctioned', color='blue')
+        ax.bar(summary['District'], summary['Minorities Admitted'], label='Admitted', color='green')
+        ax.set_ylabel('Number of Seats')
+        ax.set_xlabel('District')
+        ax.set_title('Minorities: Sanctioned vs Admitted')
+        ax.legend()
+        plt.xticks(rotation=90)
+        st.pyplot(fig)
 
         # Graph 2: Non-Minorities - Sanctioned vs Admitted
-        axes[1].bar(summary['District'], summary['Non-Minorities Sanctioned'], label='Sanctioned', color='blue')
-        axes[1].bar(summary['District'], summary['Non-Minorities Admitted'], label='Admitted', color='green')
-        axes[1].set_title('Non-Minorities: Sanctioned vs Admitted')
-        axes[1].set_ylabel('Number of Seats')
-        axes[1].legend()
+        st.header('Non-Minorities: Sanctioned vs Admitted')
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], summary['Non-Minorities Sanctioned'], label='Sanctioned', color='blue')
+        ax.bar(summary['District'], summary['Non-Minorities Admitted'], label='Admitted', color='green')
+        ax.set_ylabel('Number of Seats')
+        ax.set_xlabel('District')
+        ax.set_title('Non-Minorities: Sanctioned vs Admitted')
+        ax.legend()
+        plt.xticks(rotation=90)
+        st.pyplot(fig)
 
         # Graph 3: Grand Total - Sanctioned vs Admitted
-        axes[2].bar(summary['District'], summary['Grand Total Sanctioned'], label='Sanctioned', color='blue')
-        axes[2].bar(summary['District'], summary['Grand Total Admitted'], label='Admitted', color='green')
-        axes[2].set_title('Grand Total: Sanctioned vs Admitted')
-        axes[2].set_ylabel('Number of Seats')
-        axes[2].legend()
+        st.header('Grand Total: Sanctioned vs Admitted')
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], summary['Grand Total Sanctioned'], label='Sanctioned', color='blue')
+        ax.bar(summary['District'], summary['Grand Total Admitted'], label='Admitted', color='green')
+        ax.set_ylabel('Number of Seats')
+        ax.set_xlabel('District')
+        ax.set_title('Grand Total: Sanctioned vs Admitted')
+        ax.legend()
+        plt.xticks(rotation=90)
+        st.pyplot(fig)
 
         # Graph 4: Minorities - Vacancies
-        axes[3].bar(summary['District'], summary['Minorities Vacancies'], label='Vacancies', color='red')
-        axes[3].set_title('Minorities: Vacancies')
-        axes[3].set_ylabel('Number of Seats')
-        axes[3].legend()
+        st.header('Minorities: Vacancies')
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], summary['Minorities Vacancies'], label='Vacancies', color='red')
+        ax.set_ylabel('Number of Seats')
+        ax.set_xlabel('District')
+        ax.set_title('Minorities: Vacancies')
+        ax.legend()
+        plt.xticks(rotation=90)
+        st.pyplot(fig)
 
         # Graph 5: Non-Minorities - Vacancies
-        axes[4].bar(summary['District'], summary['Non-Minorities Vacancies'], label='Vacancies', color='red')
-        axes[4].set_title('Non-Minorities: Vacancies')
-        axes[4].set_ylabel('Number of Seats')
-        axes[4].legend()
+        st.header('Non-Minorities: Vacancies')
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], summary['Non-Minorities Vacancies'], label='Vacancies', color='red')
+        ax.set_ylabel('Number of Seats')
+        ax.set_xlabel('District')
+        ax.set_title('Non-Minorities: Vacancies')
+        ax.legend()
+        plt.xticks(rotation=90)
+        st.pyplot(fig)
 
         # Graph 6: Grand Total - Vacancies
-        axes[5].bar(summary['District'], summary['Grand Total Vacancies'], label='Vacancies', color='red')
-        axes[5].set_title('Grand Total: Vacancies')
-        axes[5].set_ylabel('Number of Seats')
-        axes[5].legend()
+        st.header('Grand Total: Vacancies')
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], summary['Grand Total Vacancies'], label='Vacancies', color='red')
+        ax.set_ylabel('Number of Seats')
+        ax.set_xlabel('District')
+        ax.set_title('Grand Total: Vacancies')
+        ax.legend()
+        plt.xticks(rotation=90)
+        st.pyplot(fig)
 
         # Graph 7: Minorities Admission Rate
-        axes[6].bar(summary['District'], summary['Minorities Admission Rate'], label='Admission Rate', color='purple')
-        axes[6].set_title('Minorities Admission Rate')
-        axes[6].set_ylabel('Admission Rate')
-        axes[6].legend()
+        st.header('Minorities Admission Rate')
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], summary['Minorities Admission Rate'], label='Admission Rate', color='purple')
+        ax.set_ylabel('Admission Rate')
+        ax.set_xlabel('District')
+        ax.set_title('Minorities Admission Rate')
+        ax.legend()
+        plt.xticks(rotation=90)
+        st.pyplot(fig)
 
         # Graph 8: Non-Minorities Admission Rate
-        axes[7].bar(summary['District'], summary['Non-Minorities Admission Rate'], label='Admission Rate', color='orange')
-        axes[7].set_title('Non-Minorities Admission Rate')
-        axes[7].set_ylabel('Admission Rate')
-        axes[7].legend()
+        st.header('Non-Minorities Admission Rate')
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], summary['Non-Minorities Admission Rate'], label='Admission Rate', color='orange')
+        ax.set_ylabel('Admission Rate')
+        ax.set_xlabel('District')
+        ax.set_title('Non-Minorities Admission Rate')
+        ax.legend()
+        plt.xticks(rotation=90)
+        st.pyplot(fig)
 
         # Graph 9: Total Sanctioned Seats (Minorities + Non-Minorities)
+        st.header('Total Sanctioned Seats')
         total_sanctioned = summary['Minorities Sanctioned'] + summary['Non-Minorities Sanctioned']
-        axes[8].bar(summary['District'], total_sanctioned, label='Total Sanctioned', color='blue')
-        axes[8].set_title('Total Sanctioned Seats')
-        axes[8].set_ylabel('Number of Seats')
-        axes[8].legend()
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], total_sanctioned, label='Total Sanctioned', color='blue')
+        ax.set_ylabel('Number of Seats')
+        ax.set_xlabel('District')
+        ax.set_title('Total Sanctioned Seats')
+        ax.legend()
+        plt.xticks(rotation=90)
+        st.pyplot(fig)
 
         # Graph 10: Total Admitted Students (Minorities + Non-Minorities)
+        st.header('Total Admitted Students')
         total_admitted = summary['Minorities Admitted'] + summary['Non-Minorities Admitted']
-        axes[9].bar(summary['District'], total_admitted, label='Total Admitted', color='green')
-        axes[9].set_title('Total Admitted Students')
-        axes[9].set_ylabel('Number of Students')
-        axes[9].legend()
-
+        fig, ax = plt.subplots()
+        ax.bar(summary['District'], total_admitted, label='Total Admitted', color='green')
+        ax.set_ylabel('Number of Students')
+        ax.set_xlabel('District')
+        ax.set_title('Total Admitted Students')
+        ax.legend()
         plt.xticks(rotation=90)
         st.pyplot(fig)