Added filtered dataset (from nov-24 to feb-25)

app.py

@@ -34,8 +34,9 @@ home = st.Page("sections/home.py", title="🏠 Home")
 upload = st.Page("sections/upload.py", title="📥 Upload")
 statistics = st.Page("sections/statistics.py", title="📈 Statistics")
 analyze = st.Page("sections/analyze.py", title="🔍 Analyze")
+ml = st.Page("sections/ml.py", title="🤖 Machine Learning")
 alerts = st.Page("sections/alerts.py", title="🚨 Alerts")
 about = st.Page("sections/about.py", title="📄 About")
 
-pg = st.navigation([home, upload, statistics, analyze, alerts, about])
+pg = st.navigation([home, upload, statistics, analyze, ml, alerts, about])
 pg.run()

sections/ml.py

@@ -0,0 +1,30 @@
+import pandas as pd
+import plotly.express as px
+import streamlit as st
+
+if "parsed_df" not in st.session_state:
+    st.session_state.parsed_df = None
+
+# Page title
+st.title("Machine Learning")
+
+# Loading data
+if st.session_state.parsed_df is None:
+    st.info("Please upload a log file on the 'Upload' page.")
+    st.stop()
+
+data = st.session_state.parsed_df
+
+# Sidebar for controls
+st.dataframe(data)
+
+
+##############################################
+####            Preprocessing             ####
+##############################################
+
+
+
+###############################################
+####              Clustering               ####
+###############################################