Update app.py

app.py

@@ -189,6 +189,20 @@ def display_dashboard(df):
     with col4:
         fig = create_chart(top_job_titles, top_job_titles.index, top_job_titles.values, "Top 20 Job Titles", ['#59a14f'])
         st.plotly_chart(fig, use_container_width=True)
+@st.cache_data
+def filter_dataframe(df, companies, locations, job_types,Role_Name,Date_posted):
+    filtered_df = df
+    if companies:
+        filtered_df = filtered_df[filtered_df['company'].isin(companies)]
+    if locations:
+        filtered_df = filtered_df[filtered_df['location'].isin(locations)]
+    if job_types:
+        filtered_df = filtered_df[filtered_df['job_type'].isin(job_types)]
+    if Role_Name:
+        filtered_df = filtered_df[filtered_df['title'].isin(Role_Name)]
+    if Date_posted:
+        filtered_df = filtered_df[filtered_df['date_posted'].isin(Date_posted)]
+    return filtered_df
 def display_data_explorer(df):
     st.subheader("Data Explorer")