Update app.py

app.py

@@ -85,6 +85,16 @@ for i in range(1, 51):  # Looping for 2 applicants
             cosine_sim_matrix = cosine_similarity(tfidf_matrix)
 
             
+            
+            cosine_sim_df = pd.DataFrame(cosine_sim_matrix)
+            fig = px.imshow(cosine_sim_df, text_auto=True,
+                            labels=dict(x="Keyword similarity", y="Resumes", color="Productivity"),
+                            x=['Resume', 'Jon Description'],
+                            y=['Resume', 'Job Description'])
+            st.plotly_chart(fig)
+
+
+            
             for j, similarity_score in enumerate(cosine_sim_matrix[0][1:]):
                 with st.popover(f"See Result for Applicant {i}"):
                     st.write(f"Similarity between Applicant's resume and job description based on keywords: {similarity_score:.2f}")