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src/requirements.txt

@@ -8,9 +8,9 @@ numpy
 wordcloud
 fastopic==1.0.1
 topmost==1.0.2
-# torchvision==0.21.0
-# gensim==4.3.3
-# torch===1.11.0
+torch>=2.5.0
+torchvision>=0.20.0
+gensim==4.3.3
 joblib===1.2.0
 scikit-learn==1.6.1
 tensorflow==2.20.0

src/src/eda.py

@@ -67,6 +67,14 @@ def run():
     fig = px.histogram(df, x='text_length', nbins=50, title='Review Length Distribution')
     st.plotly_chart(fig, use_container_width=True)
 
+    # Wordcloud
+    col1, col2 = st.columns(2)
+    with col1:
+        st.image("./src/Negative - Wordcloud.png", caption="Negative - Wordcloud")
+    with col2:
+        st.image("./src/Positive - Wordcloud.png", caption="Positive - Wordcloud")
+    st.write("Lorem ipsum explanation for Wordcloud.")
+
     # ===============================
     # Topic Modeling Results (Images)
     # ===============================
@@ -78,7 +86,7 @@ def run():
         st.image("./src/Negative - Top Words Distributions.png", caption="Negative - Top Words Distributions")
     with col2:
         st.image("./src/Positive - Top Words Distributions.png", caption="Positive - Top Words Distributions")
-    st.write("Lorem ipsum explanation for Top Words Distributions.")
+    # st.write("Lorem ipsum explanation for Top Words Distributions.")
 
     # 2. Topic Activities Over Time
     col1, col2 = st.columns(2)
@@ -86,7 +94,7 @@ def run():
         st.image("./src/Negative - Topic Activities Over Time.png", caption="Negative - Topic Activities Over Time")
     with col2:
         st.image("./src/Positive - Topic Activities Over Time.png", caption="Positive - Topic Activities Over Time")
-    st.write("Lorem ipsum explanation for Topic Activities Over Time.")
+    # st.write("Lorem ipsum explanation for Topic Activities Over Time.")
 
     # 3. Topics Hierarchy
     # col1, col2 = st.columns(2)
@@ -102,7 +110,9 @@ def run():
         st.image("./src/Negative - Topics Weights.png", caption="Negative - Topic Weights")
     with col2:
         st.image("./src/Positive - Topics Weights.png", caption="Positive - Topic Weights")
-    st.write("Lorem ipsum explanation for Topics Weights.")
+    # st.write("Lorem ipsum explanation for Topics Weights.")
+
+
 
 # =============================================
 # Run Script