Create pages/activity.py

pages/activity.py

@@ -0,0 +1,21 @@
+import streamlit as st
+import pandas as pd
+import plotly.express as px
+
+# Load dataset
+df = pd.read_csv("Cleaned_Dataset.csv")
+
+# Title
+st.title("📍 Activity and Connection Type")
+
+# Current Activity Distribution
+st.subheader("Current Activity Distribution")
+activity_counts = df['CurrentActivity'].value_counts()
+fig_activity = px.pie(activity_counts, names=activity_counts.index, values=activity_counts.values, title="Current Activity")
+st.plotly_chart(fig_activity, use_container_width=True)
+
+# Connection Type Usage
+st.subheader("Connection Type Usage")
+connection_counts = df['ConnectionType'].value_counts()
+fig_connection = px.bar(connection_counts, x=connection_counts.index, y=connection_counts.values, title="Connection Type Usage")
+st.plotly_chart(fig_connection, use_container_width=True)