Upload 48 files

app.py

@@ -1,13 +1,36 @@
 import streamlit as st
 import home
 import youtube
+st.set_page_config(layout="wide")
+st.title("Phone Brands Sentiment Analysis")
 
-PAGES = {
-    "Home": home,
-    "Youtube": youtube
-}
-st.sidebar.title('Navigation')
+tab1, tab2 = st.tabs(["Word Clouds", "Youtube Comments Analysis"])
 
-selection = st.sidebar.selectbox("Go to", list(PAGES.keys()))
-page = PAGES[selection]
-page.app()
+def hide_tabbar():
+    st.sidebar.empty()
+
+with tab1:
+    st.markdown(
+        """
+        <style>
+        .css-1d391kg {
+            display: block;
+        }
+        </style>
+        """,
+        unsafe_allow_html=True
+    )
+    home.app()
+
+with tab2:
+    st.markdown(
+        """
+        <style>
+        .css-1d391kg {
+            display: none;
+        }
+        </style>
+        """,
+        unsafe_allow_html=True
+    )
+    youtube.app()

home.py

@@ -7,10 +7,9 @@ import os
 import re
 
 def app():
-    st.header('Phone Brands Sentiment Analysis', divider='rainbow')
     data = pd.read_csv("final_dataset_text_processed.csv")
     data.dropna(inplace=True)
-    val = st.sidebar.pills("Choose Phone Word Cloud To Show", data["tipe_produk"].unique(), selection_mode="multi")
+    val = st.sidebar.pills("Choose Phone Word Cloud To Show", data["tipe_produk"].unique(), selection_mode="multi", default="Galaxy S24")
     for the_value in val:
       the_product = data[data["tipe_produk"] == the_value]
       if not the_product.empty:
@@ -26,13 +25,20 @@ def app():
             image = Image.open(f"./images/{item}")
             break
         with col1:
-          if image:
-            st.write(the_value)
-            st.image(image)
-        plt.title(f"Wordcloud for phone {the_value}")
-        plt.figure(figsize=(10, 5))
-        plt.imshow(wordcloud, interpolation='bilinear')
-        plt.axis("off")
+            if image:
+                # Add title for the image section and display the image with a border
+                st.markdown(f"### {the_value}")
+                st.image(image, caption=f"{the_value} Image")
+
         with col2:
-          st.write('<p style="visibility: hidden;">This is some text.</p>', unsafe_allow_html=True)
-          st.pyplot(plt)
+            # Add a title for the word cloud section
+            st.markdown(f"### Word Cloud for {the_value}")
+
+            # Configure the word cloud plot
+            plt.figure(figsize=(10, 5))
+            plt.imshow(wordcloud, interpolation='bilinear')
+            plt.axis("off")
+            st.pyplot(plt)
+
+            # Add some space to separate the two sections and make the layout cleaner
+            st.write('<div style="padding: 10px;"></div>', unsafe_allow_html=True)

model_lstm.h5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f431fef69054752ef5c93947fe68f99e4af2011456ecf8b0c1f8984a14bd8ba3
+size 10486104

youtube.py

@@ -1,18 +1,41 @@
 from helper import extract_youtube_id, get_all_comments
 import streamlit as st
+import random
 
 def app():
-  st.header('Phone Brands Sentiment Analysis', divider='rainbow')
   user_input = st.text_input("Enter a youtube link for sentiment analysis")
+  sentiment_colors = {
+      "Positive": "#28a745",  # Green for positive
+      "Neutral": "#ffc107",   # Yellow for neutral
+      "Negative": "#dc3545"   # Red for negative
+  }
+  
   if st.button('Submit', type="secondary"):
+    sentiments = ["Positive", "Neutral", "Negative"]
     try:
       the_youtube_id = extract_youtube_id(user_input)
       if the_youtube_id:
         with st.spinner("Please wait while we're loading the data..."):
           the_data = get_all_comments(the_youtube_id)
-          st.write(f"Total Comments: {len(the_data)}")
+          st.markdown(f"""<p style="color: green; padding: 0; margin: 0;">Total comments: {len(the_data)}</p>""", unsafe_allow_html=True)
           for data in the_data:
-            st.write(data["comment"])
+            sentiment = random.choice(sentiments)
+            sentiment_color = sentiment_colors.get(sentiment, "#6c757d")
+            comment_html = f"""
+            <div style="background-color: #f9f9f9; border: 1px solid #ddd; border-radius: 10px; padding: 20px; margin: 20px auto; box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1);">
+              <p style="font-size: 18px; line-height: 1.6; color: #333; font-family: 'Arial', sans-serif;">
+                {data["comment"]}
+              </p>
+              <p style="font-size: 16px; margin-top: 15px; font-family: 'Arial', sans-serif; font-weight: bold;">
+                Sentiment Analysis: <span style="color: {sentiment_color}; font-size: 18px; font-weight: bold; padding: 5px 10px; background-color: {sentiment_color + "33"}; border-radius: 5px;">
+                  {sentiment}
+                </span>
+              </p>
+            </div>
+            """
+
+            # Display the styled comment and sentiment
+            st.markdown(comment_html, unsafe_allow_html=True)
       else:
         st.write("Invalid youtube link.")
     except: