Update visualization.py

visualization.py

@@ -15,7 +15,7 @@ class Visualization:
         ax.text(0, sessions_held / 2, str(sessions_held), ha='center', va='center', color='white', fontweight='bold', fontsize=14)
         ax.text(0, sessions_held + sessions_not_held / 2, str(sessions_not_held), ha='center', va='center', color='black', fontweight='bold', fontsize=14)
 
-        ax.set_ylabel('# of Sessions Held')
+        ax.set_ylabel('# of Sessions')
         ax.set_title('', fontsize=16)
         handles, labels = ax.get_legend_handles_labels()
         ax.legend(handles[::-1], labels[::-1])
@@ -48,8 +48,6 @@ class Visualization:
         )
         engagement_bars = ax.bar(
             [i + bar_width / 2 for i in index], 
-            # student_metrics_df['Engagement (%)'], # REMOVED REMOVED
-            # width=bar_width, label='Engagement (%)', # REMOVED REMOVED
             student_metrics_df['Engaged (%)'], 
             width=bar_width, label='Engaged (%)', 
             color='#3AB0FF', alpha=0.7
@@ -71,10 +69,7 @@ class Visualization:
         ax.fill_betweenx(y=[80, 90], x1=x_min, x2=x_max, color='#3AB0FF', alpha=0.2, label='Engagement Goal: ≥ 80%')
 
         # Add horizontal lines for thresholds and averages
-        # ax.axhline(y=90, color='#005288', linestyle=':', linewidth=1.5, label=f'Attendance Threshold: ≥ 90%')
-        # ax.axhline(y=80, color='#3AB0FF', linestyle=':', linewidth=1.5, label=f'Engagement Threshold: ≥ 80%')
         ax.axhline(y=attendance_avg_stats, color='#005288', linestyle='--', linewidth=1.5, label=f'Attendance Average: {attendance_avg_stats}%')
-        # ax.axhline(y=engagement_avg_stats, color='#3AB0FF', linestyle='--', linewidth=1.5, label=f'Engagement Average: {engagement_avg_stats}%') # REMOVED REMOVED
         ax.axhline(y=engagement_avg_stats, color='#3AB0FF', linestyle='--', linewidth=1.5, label=f'Engaged Average: {engagement_avg_stats}%')
         
         # Set the x-limits to ensure the fill covers the entire plot width