Update app.py

app.py

@@ -81,7 +81,7 @@ for i in range(1, 51):  # Looping for 2 applicants
             data = pd.Series(text_data, name='Text')
             result = pd.concat([job, data])
 
-            vectorizer = TfidfVectorizer()
+            vectorizer = TfidfVectorizer(stop_words = 'english')
             tfidf_matrix = vectorizer.fit_transform(result)
             cosine_sim_matrix = cosine_similarity(tfidf_matrix)
 
@@ -133,7 +133,7 @@ if st.session_state['upload_count'] < max_attempts:
                              values='score', color='label')
             fig.update_layout(margin=dict(t=50, l=25, r=25, b=25))
             st.plotly_chart(fig, key="figure 1")
-            vectorizer = TfidfVectorizer()
+            vectorizer = TfidfVectorizer(stop_words = 'english')
             tfidf_matrix = vectorizer.fit_transform(result)
             tfidf_df = pd.DataFrame(tfidf_matrix.toarray(), columns=vectorizer.get_feature_names_out())
             cosine_sim_matrix = cosine_similarity(tfidf_matrix)