Update pages/2 Topic Modeling.py

pages/2 Topic Modeling.py

@@ -8,6 +8,7 @@ nltk.download('wordnet')
 from nltk.stem import WordNetLemmatizer
 nltk.download('stopwords')
 from nltk.corpus import stopwords
+#from scipy import triu
 import gensim
 import gensim.corpora as corpora
 from gensim.corpora import Dictionary
@@ -39,20 +40,33 @@ import time
 
 #===config===
 st.set_page_config(
-     page_title="Coconut",
-     page_icon="🥥",
-     layout="wide"
+    page_title="Coconut",
+    page_icon="🥥",
+    layout="wide",
+    initial_sidebar_state="collapsed"
 )
-st.header("Topic Modeling")
+
 hide_streamlit_style = """
             <style>
-            #MainMenu {visibility: hidden;}
+            #MainMenu 
+            {visibility: hidden;}
             footer {visibility: hidden;}
+            [data-testid="collapsedControl"] {display: none}
             </style>
             """
-st.markdown(hide_streamlit_style, unsafe_allow_html=True) 
+st.markdown(hide_streamlit_style, unsafe_allow_html=True)
+
+with st.popover("🔗 Menu"):
+    st.page_link("Home.py", label="Home", icon="🏠")
+    st.page_link("pages/1 Scattertext.py", label="Scattertext", icon="1️⃣")
+    st.page_link("pages/2 Topic Modeling.py", label="Topic Modeling", icon="2️⃣")
+    st.page_link("pages/3 Bidirected Network.py", label="Bidirected Network", icon="3️⃣")
+    st.page_link("pages/4 Sunburst.py", label="Sunburst", icon="4️⃣")
+    st.page_link("pages/5 Burst Detection.py", label="Burst Detection", icon="5️⃣")
+    st.page_link("pages/6 Keywords Stem.py", label="Keywords Stem", icon="6️⃣")
 
-st.subheader('Put your file here...')
+st.header("Topic Modeling", anchor=False)
+st.subheader('Put your file here...', anchor=False)
 
 #========unique id========
 @st.cache_resource(ttl=3600)
@@ -104,7 +118,7 @@ def conv_txt(extype):
 
 
 #===Read data===
-uploaded_file = st.file_uploader("Choose a file", type=['csv', 'txt'], on_change=reset_all)
+uploaded_file = st.file_uploader('', type=['csv', 'txt'], on_change=reset_all)
 
 if uploaded_file is not None:
     extype = get_ext(uploaded_file)
@@ -187,13 +201,12 @@ if uploaded_file is not None:
                    ["all-MiniLM-L6-v2", "paraphrase-multilingual-MiniLM-L12-v2", "en_core_web_md"], index=0, horizontal=True)
          else:
               st.write('Please choose your preferred method')
-    
-    if method == 'BERTopic':
-        st.info('BERTopic is an expensive process when dealing with a large volume of text with our existing resources. Please kindly wait until the visualization appears.', icon="ℹ️")
-             
     if st.button("Submit", on_click=reset_all):
          num_topic = num_cho  
-          
+
+    if method == 'BERTopic':
+        st.info('BERTopic is an expensive process when dealing with a large volume of text with our existing resources. Please kindly wait until the visualization appears.', icon="ℹ️")
+           
     #===topic===
     if method == 'Choose...':
         st.write('')